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HomeMy WebLinkAbout2022-09-06; Traffic and Mobility Commission; ; Draft Local Roadway Safety PlanMeeting Date: Sept. 6, 2022 To: Traffic and Mobility Commission Staff Contact: Miriam Jim, Senior Engineer Miriam.Jim@carlsbadca.gov, 442-339-5796 John Kim, City Traffic Engineer John.Kim@carlsbadca.gov, 442-339-2757 Subject: Draft Local Roadway Safety Plan Recommended Action Provide feedback on the draft Local Roadway Safety Plan Background On Jan. 9, 2020, the city was notified by the California Department of Transportation, or Caltrans, that the city had been selected for a grant in the amount of $72,000, with a 10% ($8,000) local match requirement, to prepare a Local Roadway Safety Plan, or LRSP. On Oct. 26, 2020, the city issued a Request for Proposals for the development of the City’s LRSP. The selected consultant, CR Associates started working on the project in Spring 2021. On April 5, 2021, by 7-0 vote, the Traffic and Mobility Commission members appointed Commissioner Fowler and Commissioner Penseyres to serve as part of the city’s LRSP Stakeholder group. On March 7, 2022, staff provided a progress update of the LRSP to the Traffic and Mobility Commission. An overview of the citywide collision data analysis, stakeholder engagement effort and preliminary safety improvement recommendations were presented at this meeting. Discussion Attached to this staff report in draft form as Exhibit 1, the LRSP is a data-driven traffic safety plan that uses a systematic approach to address unique roadway safety matters in the city. The plan was developed using the process outlined by the California Department of Transportation to provide a framework for the city and stakeholders to systematically identify, analyze and prioritize roadway safety improvements to reduce fatalities and serious injuries on local roadways. Completion of an LRSP would also qualify the city to apply for and receive Highway Safety Improvement Program, or HSIP, grant funds in the future. Sept. 6, 2022 Item #8 1 Development of the LRSP includes an analysis of citywide collision data to identify locations, patterns and roadway safety trends in the city and recommend safety improvements that integrate the “four E’s” approach, which are engineering, enforcement, education, and emergency responses. This report provides an overview of the key findings from the draft LRSP including the citywide collision data analysis, stakeholder engagement, safety improvement recommendations and improvement implementation strategies. California Office of Traffic Safety Rankings The California Office of Traffic Safety, or OTS, provides comparisons of traffic safety statistics among cities with similar-sized populations. City of Carlsbad falls within Group B, which includes 59 cities with population sizes between 100,001 – 250,000. Table 1 below displays the 2018 OTS rankings for Carlsbad and the other four Group B cities in San Diego County. Year 2018 OTS data was the latest when the collision data analysis was conducted. Areas that may be noteworthy in Carlsbad include collisions involving bicyclists and collision involving drivers that have been drinking under the age of 21. Table 1: OTS ranking for Group B cities in San Diego County Type of Collisions Carlsbad Oceanside Vista Escondido El Cajon Total Fatal and Injury 47/59 36/59 56/59 9/59 4/59 Alcohol Involved 40/59 17/59 34/59 8/59 13/59 Has Been Drinking Driver < 21 8/59 5/59 35/59 3/59 26/59 Has Been Drinking Driver 21 – 34 38/59 13/59 33/59 8/59 29/59 Motorcycles 33/59 3/59 20/59 6/59 2/59 Pedestrians 26/59 40/59 44/59 12/59 2/59 Pedestrians < 15 30/59 46/59 51/59 18/59 2/59 Pedestrians 65+ 37/59 52/59 46/59 18/59 3/59 Bicyclists 5/59 22/59 52/59 23/59 8/59 Bicyclists < 15 30/59 41/59 36/59 29/59 21/59 Composite 39/59 10/59 42/59 10/59 13/59 Speed Related 36/59 7/59 58/59 15/59 9/59 Nighttime (9:00pm – 2:59am) 56/59 12/59 45/59 26/59 7/59 Hit and Run 36/59 31/59 46/59 25/59 5/59 Notes: XX/XX: city’s ranking/total number of Group B cities Number 1 in the rankings is the highest or worst, while 59 is the lowest or best Sept. 6, 2022 Item #8 2 Citywide Collision Data Analysis Overview The purpose of the citywide collision data analysis is to identify patterns, trends and locations in the collision data to help determine emphasis areas that would benefit from safety improvements. The analysis was conducted for all reported collisions that have occurred on local roadways within city’s right-of-way, excluding freeway facilities and private roadways, during the time period from January 2015 through December 20191. As part of this analysis, transportation datasets, including number of travel lanes, traffic signal locations, posted speed limits, and traffic volumes were utilized to populate roadway characteristics in tandem with the collision records. A total of 3,075 collision records were obtained from the City’s Crossroads database and were initially screened to remove duplicate and records with insufficient locational information. The initial screening resulted in a final database of 3,030 records for further review. Note, the removed records did not include collisions resulting in a severe or fatal injury. Figure 1 shows a collision tree for the 3,030 collision records from the five-year period (2015- 2019). Out of these collision records, 1,683 collisions resulted in injuries or fatalities. These collisions were further analyzed in detail by travel mode, collision type, cause, and location. As shown in Figure 1, pedestrian and bicycle collisions accounted for 18.5% and 19.3%, intersection and mid-block collisions, respectively, of injury collisions recorded, however the percentage rose to 34.2% and 41.8%, for intersection and mid-block collisions, respectively, among collisions that resulted in severe injuries or fatalities. 1 Collision data from 2020 was excluded from this analysis because traffic and travel patterns were an anomaly as a direct result of the COVID-19 pandemic state-mandated stay-at-home orders beginning in March 2020 through June 2021. Staff plans to analyze 2020-2022 data separately. Sept. 6, 2022 Item #8 3 Figure 1: Citywide Collision Tree (2015-2019) The following sections provide a summary of key findings from the citywide collision data analysis by travel modes: pedestrians, bicycles and vehicles. Collision types, causes, severity, and location are discussed for each of the three travel modes. Pedestrian Collisions During the five-year study period, 129 pedestrian-involved collisions were reported, most frequently at intersection locations (62%). Among these intersection collisions, most were reported at signalized intersections, followed by side-street stop-controlled intersections, with the remaining reported at uncontrolled, all-way-stop-controlled intersections and roundabout locations. Severe injury and fatal collisions accounted for 19% of pedestrian-involved collisions, the highest rate of all three travel modes. Figure 2 is a map showing where the reported pedestrian-involved collisions occurred. A high number of the intersection collisions occurred in the Village and Barrio area while mid-block collisions spread throughout the city. The following intersections and corridors experienced highest number of pedestrian-involved collisions in the five-year study period (2015-2019). Intersections: • Carlsbad Village Drive and Roosevelt Street – Traffic signal (4 collisions) • Carlsbad Boulevard and Hemlock Avenue – Side-street stop-controlled (4 collisions) • Carlsbad Village Drive and Harding Street – Traffic signal (3 collisions) • Grand Avenue and Roosevelt Street – Traffic signal (3 collisions) • Carlsbad Boulevard and Oak Avenue – Side-street stop-controlled (2 collisions) Sept. 6, 2022 Item #8 4 Roadway corridors: • El Camino Real (3 collisions) • Palomar Airport Road (3 collisions) • Carlsbad Boulevard (3 collisions) • Carlsbad Village Drive (3 collisions) • Grand Avenue (2 collisions) Sept. 6, 2022 Item #8 5 Figure 3: Pedestrian-Involved Collisions by Location (2015 – 2019) Sept. 6, 2022 Item #8 6 Bicycle Collisions During the five-year study period, 180 bicycle collisions were reported, most frequently at mid- block locations (59%), including the 2 fatalities and 12 of the 16 severe injury collisions. Drivers were more commonly at-fault when bicycle collisions occurring at signalized intersections (61% of bicycle-involved intersection collisions) while bicyclists were more commonly at-fault at mid- block locations (72% of bicycle-involved mid-block collisions). These mid-block collisions largely did not involve motor vehicles but involved other bicycles and fixed objects. Figure 4 is a map showing where the reported bicycle-involved collisions occurred. A high proportion of the intersection collisions occurred in the Village and Barrio area while mid-block collisions are spread out within the city. The following intersection and roadway segments experienced highest number of bicycle-involved collisions in the five-year study period. Intersection: • Carlsbad Boulevard & Cerezo Drive (4 collisions) • Carlsbad Boulevard & State Street (2 collisions) • Carlsbad Boulevard & Oak Avenue (2 collisions) • Carlsbad Boulevard & Shore Drive (2 collisions) • Carlsbad Boulevard & Poinsettia Lane (2 collisions) • La Costa Avenue & Piraeus Street (2 collisions) • Rancho Santa Fe & Avenida Soledad (2 collisions) • Poinsettia Lane & Cassia Road (2 collisions) • Carlsbad Village Drive & Celinda Drive (2 collisions) Roadway segments: • Carlsbad Boulevard from Solamar Drive to Island Way (7 collisions) • Carlsbad Boulevard from Tamarack Avenue to Cannon Road (5 Collisions) • Carlsbad Boulevard from Avenida Encinas to La Costa Avenue (5 collisions) Sept. 6, 2022 Item #8 7 Figure 4: Bicycle-Involved Collisions by Location (2015 – 2019) Sept. 6, 2022 Item #8 8 Vehicular Collisions During the 5-year study period, 1,374 vehicular collisions (collisions involving vehicles only) were reported. These vehicular collisions were closely split between intersections (53%) and mid-block (47%) locations. Approximately 60% of the severe injury/fatal collisions were reported at mid-block locations, and largely concentrated along Carlsbad Boulevard (14 collisions), followed by Palomar Airport Road (4 collisions) and Rancho Santa Fe Road (4 collisions). Among all vehicular collisions that occurred at an intersection, signalized locations accounted for 78% of all injury collisions and 59% of severe injury/fatal collisions. Rear-end and broadside collisions were the most frequent crash types for all injuries, accounting for 37% and 29% of vehicular collisions, respectively. The leading crash type for severe injury/fatal collisions was Hit Object, assigned to 21 of the 66 collisions. Hit Object collisions resulting in a severe injury or fatal conditions were due to unsafe speeds (8 collisions), driving under the influence (6 collisions), improper turning (6 collisions), and other improper driving (1 collision). Unsafe Speed was the most frequent collision cause reported for all vehicle locations (489 collisions), and the leading cause for mid-block collisions (317 collisions). Unsafe Speed was also the most frequent collision cause reported for severe/fatal injuries, accounting for 22 collisions, including 14 at mid-block locations. Failure to obey Traffic Signals and Signs was the second leading cause, reported for 240 collisions with 233 reported at signalized intersection locations including all eight severe injuries attributed to this cause. Approximately 13% of the 133 Driving Under the Influence collisions resulted in a severe/fatal injury, the highest rate of any cause. Driving Under Influence of Alcohol was the second most frequent cause reported for collisions resulting in a severe injury/fatal situation, accounting for 13 severe injury and 4 vehicular fatalities (one at a signalized intersection and 3 at midblock locations). Top five vehicular collision causes are summarized in Table 3. Table 3: Leading Causes for Vehicular Collisions (2015 – 2019) Cause Total No. of Collisions Severe Injury/ Fatal Intersection Mid-block Unsafe Speed 489 22 172 317 Failure to obey Traffic Signals and Signs 240 8 233 7 Auto R/W Violation 151 5 107 44 Improper Turning 139 15 44 95 Driving Under Influence 133 18 64 69 Figure 5 is a map showing where the reported vehicular collisions occurred. Vehicular collisions were more frequently reported on major arterials where volumes and speeds are generally Sept. 6, 2022 Item #8 9 higher, like Palomar Airport Road and El Camino Real. The following intersection and roadway segments experienced the highest number of vehicle-only collisions in the five-year study period: Intersections: • El Camino Real and Palomar Airport Road (17 collisions) • Melrose Drive and Palomar Airport Road (16 collisions) • El Camino Real and Alga Road (14 collisions) Roadway segments: • Palomar Airport Road from El Camino Real to Loker Avenue/Innovation Way (17 collisions) • Palomar Airport Road from El Fuerte Street to Melrose Drive (17 Collisions) • El Camino Real from Costa Del Mar Road to La Costa Avenue (16 collisions) Sept. 6, 2022 Item #8 10 Figure 5: Vehicular Collisions by Location (2015 – 2019) Sept. 6, 2022 Item #8 11 High Frequency Locations The top 10 high collision frequency locations with all modes combined are summarized for intersections in Table 4 and segments in Table 5. Table 4: High Collision Frequency Intersections Intersection Total No. of Collisions No. of Severe injuries/fatalities Vehicle Pedestrian Bike 1 El Camino Real and Palomar Airport Road (Signalized) 18 1 17 1 - 2 Melrose Drive and Palomar Airport Road (Signalized) 16 - 16 - - 3 Carlsbad Boulevard and State Street (Roundabout) 15 - 12 1 2 4 El Camino Real and Alga Road (Signalized) 14 1 14 - - 5 College Boulevard and Palomar Airport Road (Signalized) 12 - 12 - - 6 El Camino Real and La Costa Avenue (Signalized) 12 - 11 - 1 7 Rancho Santa Fe Road and La Costa Avenue (Signalized) 12 - 12 - - 8 El Camino Real and Carlsbad Village Drive (Signalized) 11 - 11 - - 9 El Camino Real and Cannon Road (Signalized) 10 1 10 - - 10 Melrose Drive and Lionshead Avenue (Signalized) 10 - 10 - - Sept. 6, 2022 Item #8 12 Table 5: High Collision Frequency Segments Segment Total No. of Collisions No. of Severe injuries/ fatalities Vehicle Pedestrian Bike 1 Carlsbad Boulevard from Tamarack Avenue to Cannon Road 21 4 13 3 5 2 Palomar Airport Road from El Camino Real to Loker Ave/Innovation Way 20 3 17 1 2 3 El Camino Real from Costa Del Mar Rd to La Costa Ave 18 - 16 - 2 4 Palomar Airport Rd from El Fuerte St and Melrose Dr 17 - 17 - - 5 Carlsbad Blvd from Solamar Dr to Island Way 15 5 7 1 7 6 Carlsbad Blvd from Cannon Rd to Cerezo Dr 13 - 12 - 1 7 Carlsbad Village Dr from Harding St to I-5 SB Ramps 13 - 7 3 3 8 Palomar Airport Rd from Paseo Del Norte to Armada Dr 13 - 11 2 - 9 La Costa Ave from Saxony Rd to El Camino Real 12 - 9 1 3 10 Paseo Del Norte from Car Country Dr to Palomar Airport Rd 10 8 2 2 Sept. 6, 2022 Item #8 13 Stakeholder Engagement The LRSP development effort includes involvement of a range of stakeholders with different backgrounds and local knowledge, which is critical to the success of the LRSP. The city’s LRSP stakeholder group comprises members from various city departments as well as outside agencies and civic groups as listed below. • Public Works Branch, Transportation Department, Traffic Division • Public Works Branch, Transportation Department, Streets Division • Police Department • Fire Department • Traffic and Mobility Commission • Carlsbad Unified School District • Encinitas Unified School District • San Dieguito Union High School District • San Marcos Unified School District • North County Transit District • Caltrans • Walk + Bike Carlsbad A total of four stakeholder group meetings were conducted on a virtual platform, in October and December of 2021 and March and June of 2022. One topic that came up from the stakeholder group surrounded safety and the recent increase in the number of electric bikes on local roadways, especially young riders commuting to and from schools and on high speed and volume roadways. The five-year collision data analysis, unfortunately, was not able to reflect or identify this safety matter because the type of bicycle involved in collisions typically was not identified in the collision reports. However, the LRSP has developed specific safety recommendations to address the those matters discussed by the stakeholder group. It should be noted that, the Police Department has started identifying E- bikes in collision reports in 2022. Safety Improvement Recommendations Based on the findings from the collision data analysis and along with input from the project safety partners, Table 6 summarizes the focus areas identified for pedestrian, bicycle and vehicular traffic. Sept. 6, 2022 Item #8 14 Table 6: Focus Areas for Safety Improvement Recommendations Type Focus Areas Pedestrian  Drivers failing to yield to pedestrians in crosswalks  Pedestrians failing to yield to drivers while crossing outside of crosswalks Bicycle  Drivers failing to yield to bicyclists while the driver is making right-turns  Bicycle at-fault collisions due to unsafe speeds (primarily non-motor vehicle collisions)  Increases in E-bike use: people of varying bicycle skill levels are travelling further and faster than ever before Vehicular  Leading violations o Unsafe speed for prevailing conditions o Failure to stop at limit line o Driving under the influence (including youth DUI)  Leading crash types o Broadside collisions (intersections and driveway locations) o Rear end collisions (mid-block approaching intersections) Programmatic and Infrastructure recommendations for the identified focus area are described in Section 3.0 of the draft LRSP. Programmatic recommendations mainly focus on Education, Enforcement and Emergency response strategies. These recommendations are listed below. Since the development of the LRSP, the city and other safety partners have taken steps on initiating some of these programs such as Safe Route to School, Bicycle Education Courses and E-Bike Collision Coding. • Safe Route to School • Bicycle Education Courses • Youth Driving Under the Influence • Targeted Driving Under the Influence Enforcement • Targeted Speed Enforcement • E-Bike Collision Coding For infrastructure safety improvements, Caltrans Local Roadway Safety Manual, or LRSM, recommends proven countermeasures to address improving roadway safety with the goal to reduce a certain type of collisions. For each countermeasure, a Crash Reduction Factor, or CRF, is given to help local agencies identify the expected safety impacts of installing such countermeasure to reduce crashes. Specific countermeasures were recommended for citywide implementation to address focus areas that have been identified. Specific countermeasures are also recommended for high- collision areas. Both citywide and location-specific recommendations are summarized in Section 3.2 of the draft LRSP. Tables 7 and 8 below provide a summary of the citywide and location- specific countermeasure recommendations. Sept. 6, 2022 Item #8 15 Table 7 Citywide Safety Improvement Recommendations Summary Recommended Countermeasure Focus Area Drivers failing to yield to pedestrians in crosswalks Drivers failing to yield to bicyclists while driver is making right-turn Driver failure to stop at the limit line Broadside collisions (intersections) Rear end collisions (approaches to intersections) Retroreflective backplate Borders     Overhead-mounted through signal head     Improve signal timing     Install pedestrian crossing: high visibility crosswalk  Install advance stop bar before crosswalk    Rat lights (red light indicator)   Green conflict paint in bike lanes  Sept. 6, 2022 Item #8 16 Table 8 Location-specific Safety Improvement Recommendations Summary Location Recommended Countermeasures Intersection Roosevelt St & Carlsbad Village Dr • Curb extension • Advance stop-bar before crosswalk Harding St & Carlsbad Village Dr • High visibility crosswalk • Curb extension • Advance stop-bar before crosswalk Roosevelt St & Grand Ave • Curb extension • Advance stop-bar before crosswalk • Install Leading Pedestrian Interval El Camino Real & Palomar Airport Rd • Retro-reflective backplate borders • Additional overhead-mounted signal heads • High visibility crosswalk • Advance stop-bar before crosswalk Melrose Dr & Palomar Airport Rd • Retro-reflective backplate borders • Additional overhead-mounted signal heads • High visibility crosswalk • Advance stop-bar before crosswalk Carlsbad Blvd & State St • Add intersection lighting El Camino Real & Alga Rd • Retro-reflective backplate borders • Additional overhead-mounted signal heads Palomar Airport Rd & Loker Ave/Innovation Way • Retro-reflective backplate borders • Additional overhead-mounted signal heads Carlsbad Blvd & Cerezo Dr • Install flashing beacons as advance warning • Green conflict bike lane • Speed reduction markings • Maintain sight distance – clear vegetation Segment Paseo Del Norte, from Palomar Airport Rd to Camino Del Parque/Sea Gate Rd • Road diet and add buffer to bike lanes • Install new pedestrian crossing with rectangular rapid flashing beacons and pedestrian refuge island Carlsbad Blvd, from Carlsbad Village Dr to Cannon Rd • Road diet and add buffer to bike lanes Carlsbad Blvd, from Tierra Del Oro to La Costa Ave • Install Class I path along west side of roadway Sept. 6, 2022 Item #8 17 Prioritization and Implementation Implementation of the safety improvements recommended in the LRSP can be accomplished through several avenues including development of projects through the city Capital Improvement Program, or CIP, and city annual maintenance programs as well as through competitive funding sources that are available. A key grant program that is designed to address traffic safety needs is the HSIP. This program uses a Benefit-Cost Ratio, or BCR, to prioritize projects for funding. The BCR calculation provides a score that accounts for crash severity cost; CRF for each countermeasure selected; crash frequency; and the benefit for the years of service life for these countermeasures. The higher the BCR score, the more competitive a project would be for HSIP funding. Future CIP and annual maintenance programs can also take advantage of the BCR scores to prioritize recommended safety improvements in the city. Next Steps Upon receiving input from the Traffic and Mobility Commission, the project team will finalize the LRSP report. Staff will then present the final LRSP and key findings to City Council late 2022. Exhibit Exhibit 1 – Draft Local Roadway Safety Plan Sept. 6, 2022 Item #8 18 Prepared For Prepared By City of Carlsbad 1635 Faraday Avenue Carlsbad, CA 92008 CR Associates 3900 Fifth Avenue, Suite 310 San Diego, CA 92103 CITY OF CARLSBAD AUGUST 2022 DRAFT Local Roadway Safety Plan Exhibit 1 Sept. 6, 2022 Item #8 19 City of Carlsbad DRAFT Local Roadway Safety Plan Page i Table of Contents 1.0 Introduction ................................................................................................................................... 1 1.1 Background .................................................................................................................................. 1 1.2 LRSP Development Process ........................................................................................................ 1 1.3 Safety Partners ............................................................................................................................ 2 1.4 LRSP Vision and Goals ................................................................................................................ 3 2.0 Data Summary .............................................................................................................................. 5 2.1 Collision Database ....................................................................................................................... 5 2.2 Data Findings ............................................................................................................................... 6 2.3 Strategic Highway Safety Plan Challenge Areas ..................................................................... 25 2.4 Topics to Address ...................................................................................................................... 25 3.0 Recommendations ..................................................................................................................... 26 3.1 Programmatic ............................................................................................................................ 26 3.2 Infrastructure ............................................................................................................................ 27 4.0 Implementation .......................................................................................................................... 37 4.1 Benefit/Cost Ratios .................................................................................................................. 37 4.2 Funding Sources ....................................................................................................................... 39 4.3 Implementation with Maintenance .......................................................................................... 41 4.4 Monitoring ................................................................................................................................. 41 Appendix A - Descriptive Statistics Analysis ........................................................................................ 42 Appendix B - Intersection & Segment Analysis .................................................................................... 43 Sept. 6, 2022 Item #8 20 City of Carlsbad DRAFT Local Roadway Safety Plan Page ii List of Figures Figure 2-1 Citywide Crash Tree (2015 – 2019) ................................................................................. 7 Figure 2-2 Collisions by Year and Mode (2015 – 2021) ................................................................... 8 Figure 2-3 Collisions by Year and Level of Injury Severity (2015 – 2021) ....................................... 8 Figure 2-4 Pedestrian Collision Injury Severity by Roadway Location ........................................... 10 Figure 2-5 Pedestrian Involved Collisions (2015 – 2019) ............................................................. 11 Figure 2-6 Pedestrian Collision Party at-Fault by Roadway Location............................................. 12 Figure 2-7 Pedestrian Collision Violation Code Comparison .......................................................... 13 Figure 2-8 Bicycle Collision Injury Severity by Roadway Location .................................................. 14 Figure 2-9 Bicycle Involved Collisions (2015 – 2019) ................................................................... 15 Figure 2-10 Bicycle Collision Party at-Fault by Roadway Location ................................................... 16 Figure 2-11 Bicycle Collisions by Motor Vehicle Involvement (2015 – 2019) ................................ 17 Figure 2-12 Bicycle Collisions Without a Motor Vehicle by Object Involved With............................ 18 Figure 2-13 Bicycle Collision Violation Code Comparison ................................................................ 18 Figure 2-14 Vehicular Collision Injury Severity by Roadway Location .............................................. 19 Figure 2-15 Vehicle-Only Collisions (2015 – 2019) .......................................................................... 20 Figure 2-16 Vehicle-Only Collision Heat Map (2015 – 2019) .......................................................... 21 Figure 2-17 Vehicular Collision Violation Code Comparison ............................................................ 23 Figure 2-18 Vehicular Collisions by Level of Sobriety ....................................................................... 24 Figure 3-1 Countermeasure Locations ............................................................................................ 32 List of Tables Table 2-1 California OTS Crash Ranking Comparison for 2018 ...................................................... 9 Table 2-2 Driver at-Fault Pedestrian Intersection Collisions by Driver Movement ...................... 13 Table 2-3 Vehicular Intersection Collision Frequency (2015 – 2019) ......................................... 22 Table 2-4 Vehicular Collision Crash Type by Roadway Location ................................................... 22 Table 2-5 Vehicular Collision Crash Type by Injury Severity .......................................................... 23 Table 3-1 Citywide Countermeasure Summary ............................................................................. 30 Table 3-2 Countermeasure Summary by Location ........................................................................ 31 Table 4-1 Benefit Cost Ratio Summary .......................................................................................... 38 Table 4-2 Monitoring Data Topics ................................................................................................... 41 Sept. 6, 2022 Item #8 21 City of Carlsbad DRAFT Local Roadway Safety Plan Page 1 1.0 Introduction 1.1 Background The State of California Department of Transportation (Caltrans) administers the Local Roadway Safety Plan (LRSP) Program as part of the statewide Strategic Highway Safety Plan (SHSP). LRSPs provide local agencies an opportunity to understand and address unique safety needs in their jurisdictions while contributing to the success of the SHSP. Additionally, all agencies are now required to have a LRSP to be eligible for Highway Safety Improvement Program (HSIP) funds. LRSPs establish a framework to systematically analyze and identify areas where transportation safety can be improved and recommend specific safety improvements. The process facilitates development of local partnerships and collaboration, resulting in a prioritized list of multimodal mobility improvements and actions that will contribute to improved roadway safety. In 2020, the City of Carlsbad was awarded grant funding from the State of California to prepare an LRSP. The City embarked on development of this LRSP in 2021 to improve transportation safety for all road users, with a specific focus on pedestrians, bicyclists, and drivers. The LRSP is aligned with the goals and policies set forth in the City of Carlsbad General Plan Mobility Element (2015), which emphasizes multimodal safety in the policies and planned programs, strategies, and transportation networks. The LRSP is one of many tools being used to implement the guidance established in the Mobility Element. Mobility Element policy language excerpts that this LRSP helps address includes the following:  3-G.1 “Keep Carlsbad moving with livable streets that provide a safe, balanced, cost- effective, multimodal transportation system (vehicles, pedestrians, bikes, transit), accommodating the mobility needs of all community members, including children, the elderly and the disabled.”  3-P.17 “Consider innovative design and program solutions to improve the mobility, efficiency, connectivity, and safety of the transportation system…” 1.2 LRSP Development Process This document provides a review of five years of collision records and recommends a series of programmatic recommendations and infrastructure safety improvements. The analysis provides a “snapshot in time” of collisions and trends and is intended to be updated as new data becomes available. Collision data was compared across roadway environments citywide, resulting in the identification of intersections and segments with relatively higher collision frequencies and rates. Locations with higher collision frequencies were then reviewed to identify site-specific trends and recommend improvements. No locations were identified as hazardous or requiring immediate attention. Key project phases and associated components undertaken throughout the LRSP development are provided below. Combined, these deliverables resulted in the LRSP document.  Data Collection o Data Processing o Collision Dashboard  Collision Analysis Sept. 6, 2022 Item #8 22 City of Carlsbad DRAFT Local Roadway Safety Plan Page 2 o Descriptive statistics analysis o Intersection and segment analysis o Collision matrix  Recommendations o Programmatic o Citywide infrastructure o Site-specific infrastructure  Implementation o Cost estimates o Benefit/cost ratios o Implementation considerations 1.3 Safety Partners Identifying multimodal issues and safety countermeasures included consideration of topics related to engineering, education, enforcement, and emergency services. Thus, this effort involved the collaboration of various City departments, as well as external stakeholders, to discuss issues and potential solutions. Representative from the following organizations and departments participated in the development of the LRSP:  City of Carlsbad, Public Works Branch, Transportation Department, Traffic & Mobility Division  City of Carlsbad, Public Works Branch, Transportation Department, Streets Division  City of Carlsbad Police Department  City of Carlsbad Fire Department  City of Carlsbad Traffic and Mobility Commission  Caltrans  Carlsbad Unified School District  Encinitas Unified School District  San Marcos Unified School District  San Dieguito Union High School District  North County Transit District  Walk + Bike Carlsbad / San Diego County Bike Coalition The role of stakeholders was to represent their unique perspective as it relates to transportation safety, help identify pressing safety topics, shape the vision of the LRSP, and strategize on safety recommendations. Four stakeholder meetings were held over the course of the project. The meetings were organized around the following topics:  Meeting 1 – Stakeholder role, LRSP background information, initial collision analysis findings, stakeholder safety priorities  Meeting 2 – Project vision and goals, proposed focus areas, programmatic recommendations  Meeting 3 – Infrastructure recommendations  Meeting 4 – HSIP Grant Cycle 11, benefit/cost ratio results, final document outline From the stakeholder’s perspective, the most pressing transportation safety issue facing Carlsbad today is the rapid, exponential growth in electric bikes (E-bikes). Stakeholders referenced 2020 as the year E-bike increases started to become most evident. People of varying bicycle skill levels are travelling further and faster than ever before. With this increase in activity comes potential increases in conflicts and new needs. Sept. 6, 2022 Item #8 23 City of Carlsbad DRAFT Local Roadway Safety Plan Page 3 However, collision data reporting was identified as one issue related to E-bike safety. The collision data utilized in this analysis and regularly presented to the Traffic and Mobility Commission did not previously distinguish between electric and non-electric bicycles. This information is critical to understanding potential trends in collision causes and locations associated with E-bikes. The Carlsbad Police Department was very responsive to this data need, initiating new bicycle collision reporting procedures and training for officers. The response will ensure the E-bike distinction is available in future data. This is one example of the value in stakeholder collaboration. Additionally, in March 2022, the City of Carlsbad amended Title 10, Chapter 10.56 of the Carlsbad Municipal Code, adding sections to regulate bicycles, electric bicycles, electric personal assistive mobility devices, electronically motorized boards, low-speed vehicles, motorized scooters, share mobility devices and other similar vehicles. The ordinance establishes definitions for E-bikes and the other regulated mobility devices and prohibitions on where they can be used. It also requires riders to use due care, reduce speed when necessary for safety, follow all rules of the road and dismount their regulated mobility device on trails less than 5 feet in width when within 50 feet of a pedestrian or equine (horseback rider). 1.4 LRSP Vision and Goals The LRSP vision statement is an idealized description of future success. It is what this project strives to accomplish. A series of goals supplement the vision, identifying more specific desired outcomes. Actions identify steps that the City can undertake to work towards the goals and overall vision. Vision Statement A multimodal transportation system that is safe and efficient for all people. Goal #1 – Data Maintain accurate and informative collision data. Actions:  Continue to regularly update the City's Crossroads collision database.  Coordinate with law enforcement to ensure collisions involving electric bikes are distinguishable from those involving standard bikes.  Ensure data can capture emerging transportation trends. Goal #2 – Engage Regularly engage with partner agencies, stakeholders, advocacy groups, and the public to inform transportation safety needs. Actions:  Hold Traffic and Mobility Commission meetings as a forum to discuss transportation issues.  Coordinate with the Carlsbad Police Department regarding enforcement issues.  Coordinate with the Carlsbad Fire Department to make traffic safety a component of the Community Risk Reduction program.  Coordinate with the school districts to understand transportation issues surrounding schools and safety education opportunities. Sept. 6, 2022 Item #8 24 City of Carlsbad DRAFT Local Roadway Safety Plan Page 4  Coordinate with organizations such as the San Diego County Bicycle Coalition and League of American Bicyclists to offer state of the practice educational opportunities.  Coordinate with the judicial system to explore the potential for a bicycle ticket diversion program to allow cited people to avoid court appearances and fines if they successfully complete a bike safety class. Goal #3 – Analyze Analyze safety data to identify potential issues and locations where safety could be enhanced. Actions:  Identify citywide safety issues that may be addressed through programmatic means (ex., education or enforcement).  Identify intersections and segments with the greatest collision frequency for each travel mode (pedestrian, bicycle, vehicle).  Review high collision frequency locations to identify trends in crash types or violations. Goal #4 – Recommend Use safety analysis findings to identify safety enhancements. Actions:  Maintain a prioritized set of safety projects.  Evaluate the need for educational and enforcement programs to address safety issues. Goal #5 – Implement Pursue funding to implement safety recommendations. Actions:  Continue to allocate CIP funding towards prioritized projects that enhance multimodal transportation safety.  Stay current with available grant sources and application periods to pursue funding for competitive projects. Goal #6 – Monitor Conduct pre- and post-project assessments to understand the effectiveness of safety enhancements. Actions:  Analyze collision frequency before and after project implementation.  Conduct multimodal counts before and after project implementation. Sept. 6, 2022 Item #8 25 City of Carlsbad DRAFT Local Roadway Safety Plan Page 5 2.0 Data Summary 2.1 Collision Database A citywide collision dataset was obtained from the City of Carlsbad’s Crossroads database for the five-year period from January 2015 through December 2019. Prior to database construction and analysis, the accuracy of the data was reviewed. The review process resulted in a database of 3,030 records. The 3,030 collision records were further reviewed to identify and separate records resulting in an injury from those that resulted in property damage only (PDO). A total of 1,683 injury collision records were obtained for the five-year study period, including 108 severe injury or fatal collisions. The 1,683 spatially referenced injury collision records were assigned to one of two location categories: intersection or mid-block. Location assignment was based on the intersection offset distance indicated in each record’s attributes. Collision points within 50 feet of an intersection node were categorized as intersection collisions. All remaining collisions were categorized as midblock collisions. This approach takes into consideration the influence intersection characteristics may have on records within this distance. The 50 feet offset distance is within the threshold identified by Caltrans’s Highway Safety Improvement Program (HSIP), which permits collisions up to 250 feet from an intersection to be used in the determination of benefit/cost ratios for intersection countermeasures. Other City maintained transportation datasets, including travel lanes, traffic signals, posted speed limits, and traffic volumes were utilized in tandem with aerial imagery to populate roadway characteristics and infrastructure data for the 1,683 spatially referenced collision records. SANDAG’s Transportation Forecast Information Center (TFIC) Series 14 Base Year 2016 data was also referenced for additional traffic volume estimates. The type of traffic control and size of intersection (based on number of through-lanes in the approaching roadways) were collected and attributed to the location of each intersection collision. Posted speed limit, number of travel lanes, median presence, and average daily traffic volumes attributed for each midblock collision. COVID-19 The Coronavirus Disease 2019 (COVID-19) global pandemic greatly influenced daily life in Carlsbad and throughout the world. Significant measures were undertaken to prevent transmission of the disease beginning in March 2020. Social or physical distancing was one of the measures intended to slow the spread of the disease, resulting in the closure of many schools, workplaces, recreational and entertainment venues, and shopping centers. The closures eliminated daily work and school commutes for many, altering travel behaviors and reducing vehicular activity. For example, estimated daily trips in San Diego County went from 12.2 million in February 2020 (pre-COVID-19 conditions) to 6.9 million in July 2020 (COVID-19 conditions)1. Therefore, 2020 collision data was excluded from the full collision analysis to avoid irregular travel patterns. However, in response to input received from stakeholders involved in development of this LRSP, year 2020 and 2021 collision data was obtained from University of California, Berkeley’s Transportation Injury Mapping System (TIMS) and incorporated into some sections of this report. 1 “Daily Travel during the COVID-19 Public Health Emergency.” Daily Travel during the COVID-19 Public Health Emergency | Bureau of Transportation Statistics, 2022. https://www.bts.gov/daily-travel. Sept. 6, 2022 Item #8 26 City of Carlsbad DRAFT Local Roadway Safety Plan Page 6 2.2 Data Findings Two deliverables were produced to review the collision data:  A Descriptive Statistics Analysis was developed to identify citywide trends amongst collision records, including an examination of collision causes, violations, movements, and roadway characteristics for each travel mode (pedestrians, bicyclists, drivers).  The Intersection and Segment Analysis identifies collision rates and frequencies at individual locations across Carlsbad. A supplemental focus was placed on the locations with the highest collision frequencies. The Descriptive Statistics Analysis and Intersection and Segment Analysis reports are included as Appendix A and B, respectively. The remainder of this chapter summarizes findings from the two analyses. Citywide Crash Tree Figure 2-1 provides a crash tree overview of the 1,683 injury collisions, depicting the location type and mode, as well as number of severe injury or fatal collisions for each travel mode. The crash tree illustrates a nearly even split between intersection (52%) and mid-block (48%) collisions, however, a larger share of severe injury and fatal collisions were reported at mid-block locations (62%). When comparing collision severity between modes:  Pedestrians made up approximately 9% of intersection collisions yet accounted for almost a quarter (24%) of severe injury/fatal collisions. Similarly, pedestrians accounted for 6% of mid-block collisions but 21% of severe injury/fatal collisions.  Bicyclists accounted for 13% yet 21% of severe injury/fatal collisions at mid-block locations. Collisions by Year Figure 2-2 displays collisions by mode for each of the five study years plus the two supplemental COVID data years. During the five-year study period (2015 – 2019) collisions for bikes, vehicles, and all modes combined peaked in 2016. The yearly comparison does not yield any discernable patterns, with collisions for each mode increasing and decreasing throughout the five-year period.  Pedestrian collisions ranged from 23 collisions in 2018 to 31 collisions in 2019  Bicycle collisions ranged from 24 collisions in 2019 to 47 collisions in 2016  Vehicular collisions ranged from 246 collisions in 2017 to 319 collisions in 2016 The supplemental 2020 and 2021 data years included the lowest pedestrian collision frequencies, yet the highest bicycle collision frequencies. The high bicycle collision frequency is consistent with stakeholder descriptions of increased E-bike and bicycle activity. Vehicular collisions and total collisions for all modes combined during 2020 and 2021 were similar to the analyzed five-year (2015-2019) data. Sept. 6, 2022 Item #8 27 City of Carlsbad DRAFT Local Roadway Safety Plan Page 7 Figure 2-1 Citywide Crash Tree (2015 – 2019) Sept. 6, 2022 Item #8 28 City of Carlsbad DRAFT Local Roadway Safety Plan Page 8 Figure 2-2 Collisions by Year and Mode (2015 – 2021) Figure 2-3 shows collisions by year and level of injury severity. Combined, severe injury and fatal collisions ranged between 5% of all collisions in 2015 to 8% in 2019. The severe injury/fatal collision rate continued at 8% for the two supplemental data years. Figure 2-3 Collisions by Year and Level of Injury Severity (2015 – 2021) 24 26 25 23 31 8 19344739362451 62 276 319 246 266 267 266 301 334 392 310 325 322 325 382 0 50 100 150 200 250 300 350 400 450 2015 2016 2017 2018 2019 2020 2021 Pedestrian Bicycle Vehicle-Only Total 168 219 161 173 163 164 199 148 151 127 132 133 136 153 14 18 18 15 22 19 26 4 4 4 5 4 6 4 0 50 100 150 200 250 2015 2016 2017 2018 2019 2020 2021 Complaint of Pain Other Visible Injury Severe Injury Fatal Supplemental Data Supplemental Data Sept. 6, 2022 Item #8 29 City of Carlsbad DRAFT Local Roadway Safety Plan Page 9 California Office of Traffic Safety Rankings The California Office of Traffic Safety (OTS) provides comparisons of traffic safety statistics among cities with similar sized populations. This data can help build an understanding of which areas cities are doing well in or may need improvement. The most recent year of OTS data during this LRSP’s composition was 2018. With an estimated 2018 population of 113,365, the City of Carlsbad falls within Group B, which includes 59 cities with population sizes between 100,001 – 250,000. Additional cities in San Diego County categorized in Group B include Oceanside, Vista, Escondido, and El Cajon. Table 2-1 displays the OTS rankings for Carlsbad and the other Group B cities in San Diego County. The rankings depict two numbers: the first number is the city’s ranking in that category, while the second number is the total number of cities within that Group. Number 1 in the rankings is the highest or worst, while 59 would be the lowest or best for Group B. By comparison, areas that may be noteworthy in Carlsbad include collisions involving bicyclists and collisions involving drivers that have been drinking under the age of 21. Bicycle collisions may be addressed through a combination of engineering, education, and enforcement related measures. Underage drinking drivers could be addressed through enforcement and education programs. Table 2-1 California OTS Crash Ranking Comparison for 20182 Type of Crash Carlsbad Oceanside Vista Escondido El Cajon Total Fatal and Injury 47/59 36/59 56/59 9/59 4/59 Alcohol Involved 40/59 17/59 34/59 8/59 13/59 Has Been Drinking Driver < 21 8/59 5/59 35/59 3/59 26/59 Has Been Drinking Driver 21 – 34 38/59 13/59 33/59 8/59 29/59 Motorcycles 33/59 3/59 20/59 6/59 2/59 Pedestrians 26/59 40/59 44/59 12/59 2/59 Pedestrians < 15 30/59 46/59 51/59 18/59 2/59 Pedestrians 65+ 37/59 52/59 46/59 18/59 3/59 Bicyclists 5/59 22/59 52/59 23/59 8/59 Bicyclists < 15 30/59 41/59 36/59 29/59 21/59 Composite 39/59 10/59 42/59 10/59 13/59 Speed Related 36/59 7/59 58/59 15/59 9/59 Nighttime (9:00pm – 2:59am) 56/59 12/59 45/59 26/59 7/59 Hit and Run 36/59 31/59 46/59 25/59 5/59 Source: California Office of Traffic Safety (2021) 2 OTS provides the following description as to how the rankings are determined: “Crash rankings are based on the Empirical Bayesian Ranking Method, which adds weights to different statistical categories including observed crash counts, population and vehicle miles traveled. The crash counts reflect the aggregated impacts of all influential factors containing even the unrecognized or unmeasurable ones (e.g. level of enforcement), and the population and vehicle miles traveled represent the important traffic exposure factors that affect crash occurrence. The weights are assigned to the three components in a way that maximizes the precision of estimated Bayesian crash counts.” Sept. 6, 2022 Item #8 30 City of Carlsbad DRAFT Local Roadway Safety Plan Page 10 Pedestrian Collisions A total of 129 pedestrian-involved collisions were reported during the five-year study period (2015 – 2019). Understanding trends amongst the roadway locations (intersection or mid-block) and types of intersection control (signalized, all-way stop-controlled, etc.) where the pedestrian collisions are occurring can inform potential needs. Figure 2-4 displays injury severity by roadway location for the pedestrian collisions. 62% of the collisions were reported as occurring at an intersection (80/129), including 43 records at signalized intersections and 28 at side-street stop-controlled intersections. Six pedestrian collisions resulted in a fatality, split evenly among signalized intersections, stop- controlled intersections, and mid-block locations. Severe injury/fatal collisions combined were concentrated at mid-block locations (14/24), accounted for 19% of pedestrian-involved collisions, the highest of all three travel modes. Figure 2-4 Pedestrian Collision Injury Severity by Roadway Location Figure 2-5 displays pedestrian collisions across Carlsbad, differentiating between those that occurred at intersection and mid-block locations. The greatest collision concentrations are visible within the Village and coastal areas where relatively high levels of pedestrian activity are common. As shown, two or more pedestrian collisions were reported at ten different intersections, including two locations with three collisions and two locations with four collisions. 15 1 8 2 8 23 3 15 1 2 27 3 3 12 2 2 2 0 5 10 15 20 25 30 Signalized Intersection All-Way Stop- Controlled Intersection Side-Street Stop- Controlled Intersection Roundabout Uncontrolled Intersection Mid-Block Complaint of Pain Other Visible Injury Severe Injury Fatal Sept. 6, 2022 Item #8 31 City of Carlsbad DRAFT Local Roadway Safety Plan Page 11 Figure 2-5 Pedestrian Involved Collisions (2015 – 2019) Sept. 6, 2022 Item #8 32 City of Carlsbad DRAFT Local Roadway Safety Plan Page 12 Examining the collision roadway locations by party at-fault further informs potential needs. Figure 2-6 displays the party at-fault by roadway location. Drivers were largely reported as the party at-fault for collisions occurring at intersections (71% or 55 of the 77 records where fault was assigned), with the greatest share occurring at signalized intersections (80% or 32 of the 40 records where fault was assigned). The following signalized intersections experienced multiple pedestrian-involved collisions where the driver was reported as at-fault:  Carlsbad Village Drive & Roosevelt Street (4 collisions)  Carlsbad Village Drive & Harding Street (3 collisions)  Grand Avenue & Roosevelt Street (3 collisions) The following side-street stop-controlled intersections experienced multiple pedestrian-involved collisions where the driver was reported as at-fault:  Carlsbad Boulevard & Hemlock Avenue (4 collisions)  Carlsbad Boulevard & Oak Avenue (2 collisions) Pedestrians were the leading party at-fault at mid-block locations (60% or 28 of the 46 records where fault was assigned). Three of the 28 pedestrian at-fault mid-block collisions were reported on Paseo Del Norte ranging from 860 to 1,000 feet south of Palomar Airport Road. Corridors with multiple pedestrian at-fault mid-block collisions include:  El Camino Real (4 collisions)  Palomar Airport Road (3 collisions)  Carlsbad Boulevard (3 collisions)  Carlsbad Village Drive (3 collisions)  Grand Avenue (2 collisions) Figure 2-6 Pedestrian Collision Party at-Fault by Roadway Location 32 3 17 3 17 1 8 1 11 1 1 28 3 3 0 5 10 15 20 25 30 35 Signalized Intersection All-Way Stop- Controlled Intersection Side-Street Stop- Controlled Intersection Roundabout Uncontrolled Intersection Mid-Block Driver Bicyclist Pedestrian No Fault Assigned Sept. 6, 2022 Item #8 33 City of Carlsbad DRAFT Local Roadway Safety Plan Page 13 Table 2-2 displays the driver movement for the 55 pedestrian-involved collisions reported at intersections where the driver was the party at-fault. Drivers Making Left-Turn was the most frequently reported movement, largely concentrated at signalized intersections. Four of the 14 Making Left-Turn movements at signalized intersections were reported at the intersection of Carlsbad Village Drive and Roosevelt Street. Table 2-2 Driver at-Fault Pedestrian Intersection Collisions by Driver Movement Driver Movement Signalized Intersection All-Way Stop- Controlled Intersection Side-Street Stop-Controlled Intersection Uncontrolled Intersection Total Making Left-Turn 14 2 3 - 19 Making Right-Turn 9 4 - - 13 Proceeding Straight 3 9 - 1 13 Not Stated 3 1 - 1 5 Backing 2 - - 1 3 Slowing/Stopping 1 - - - 1 Other - 1 - - 1 Total 17 17 3 3 55 Violation codes are assigned by the reporting officer, indicating which California Vehicle Code was violated that resulted in the collision. This information helps demonstrate which actions are resulting in collisions and can be used to develop citywide or site-specific safety countermeasures. Figure 2-7 compares violation codes for severe injury and fatal collisions to the violations assigned to all pedestrian injury collisions. The violation code with the highest number of collisions assigned (32) was 21950(a), the driver failing to yield the right-of-way to a pedestrian crossing the roadway. The most frequent violation code among severe and fatal injury collisions (11) was 21954(a), pedestrians failing to yield the right-of-way vehicles outside a crosswalk. Figure 2-7 Pedestrian Collision Violation Code Comparison 21950(a) -Driver failed to yield; 30% 21954(a) -Ped failed to yield; 25% 22350 -Unsafe speed; 5%21950(b) -Pedestrian hazard; 5% 22107 -Unsafedriver movement; 4% 22106 - Unsafe driver start; 3% 21453(a) - Driver failed to stop; 2% Other/Not Stated; 26% All Injury Collisions 21950(a) -Driver failed to yield; 8% 21954(a) -Ped failed to yield; 46%21950(b) -Pedestrian hazard; 13% 22107 - Unsafe driver movement; 8% 22106 -Unsafe driver start; 4% Other/Not Stated; 21% Severe/Fatal Injury Collisions Sept. 6, 2022 Item #8 34 City of Carlsbad DRAFT Local Roadway Safety Plan Page 14 Bicycle Collisions A total of 180 bicycle-involved collisions were reported during the study period (2015 – 2019). Figure 2-8 displays bicycle collision injury severity by roadway location. Combined, 10% (18 collisions) of the 180 bicycle-involved collisions resulted in a severe injury or fatal collision, the second highest severe injury/fatal rate of the three travel modes. Over half of bicycle-involved collisions (59% or 106 of the 180 records) were reported at mid-block locations, including the only two fatalities and 12 of the 16 severe injury collisions. The remining four severe injury collisions were reported at side-street stop-controlled intersections (three collisions) and signalized intersections (one collision). Of the 106 mid-block bicycle collisions, 90 collisions occurred along roadways with bike lanes and two along roadways with bike routes. Intersection collisions were closely split between signalized and side-street stop-controlled intersections, accounting for 19% and 17% of all bicycle-involved collisions, respectively. Bicycle facility presence was not reviewed at intersection locations due to the absence of facilities within the intersection. Figure 2-8 Bicycle Collision Injury Severity by Roadway Location Figure 2-9 displays bicycle collisions across Carlsbad, differentiating between those that occurred at intersection and mid-block locations. Nine intersections experienced two or more bicycle collisions. Five of the multi-collision locations are intersections along Carlsbad Boulevard where relatively high bicycle activity is common. 11 1 11 1922 2 17 2 4 73 1 3 12 2 0 10 20 30 40 50 60 70 80 Signalized Intersection All-Way Stop- Controlled Intersection Side-Street Stop- Controlled Intersection Roundabout Uncontrolled Intersection Mid-Block Complaint of Pain Other Visible Injury Severe Injury Fatal Sept. 6, 2022 Item #8 35 City of Carlsbad DRAFT Local Roadway Safety Plan Page 15 Figure 2-9 Bicycle Involved Collisions (2015 – 2019) Sept. 6, 2022 Item #8 36 City of Carlsbad DRAFT Local Roadway Safety Plan Page 16 Figure 2-10 displays the party at-fault by roadway location. Drivers were more commonly at-fault during collisions occurring at signalized intersection locations (61% or 20 of the 33 signalized intersection collisions where fault was assigned). Bicyclists were more commonly at-fault during mid-block collisions (72% or 59 of the 82 mid-block collisions where fault was assigned). Of the 14 severe injury/fatal collisions that occurred at mid-block locations, seven were reported as bicyclist at-fault, five as driver at-fault, and no fault assigned for the remaining two. Five of those seven bicyclist at-fault collisions occurred along Carlsbad Boulevard, due to unsafe speeds, unsafe turning movements, or following too closely. The most frequent driver movements reported for the 69 total driver at-fault collisions include:  Making right-turn (17 collisions)  Making left-turn (8 collisions)  Proceeding straight (5 collisions)  Other (ex., backing, entering traffic, U-turn, other) (6 collisions) The most frequent bicyclist movements reported for the 93 total bicyclist at-fault collisions include:  Proceeding straight (66 collisions)  Changing lanes (8 collisions)  Making left-turn (5 collisions)  Other (ex., right-turn, merging, wrong way, slowing/stopping, other) (14 collisions) Figure 2-10 Bicycle Collision Party at-Fault by Roadway Location Of the 180 bicycle collisions, 65 did not involve a motor vehicle (36%). Bicycle-involved collisions can involve a bicyclist and motorist(s), multiple bicyclists, or a single bicyclist. Figure 2-11 distinguishes between collisions that involved a driver and those that did not. In the Village area, collisions largely involved a motor vehicle, whereas bike-only collisions were more common along Carlsbad Boulevard south of Tamarack Avenue. It should be noted, while a vehicle was not reported as involved in the actual collisions for the 65 records, a vehicle may have influenced the collision. 20 1 14 1 33 13 2 14 2 3 59 1 3 14 0 10 20 30 40 50 60 70 Signalized Intersection All-Way Stop- Controlled Intersection Side-Street Stop- Controlled Intersection Roundabout Uncontrolled Intersection Mid-Block Driver Bicyclist No Fault Assigned Sept. 6, 2022 Item #8 37 City of Carlsbad DRAFT Local Roadway Safety Plan Page 17 Figure 2-11 Bicycle Collisions by Motor Vehicle Involvement (2015 – 2019) Sept. 6, 2022 Item #8 38 City of Carlsbad DRAFT Local Roadway Safety Plan Page 18 Figure 2-12 identifies additional objects involved in bicycle collisions for the 65 collisions where a motor vehicle was not present. The leading object category for non-motor vehicle involved bicycle collisions was reported as “non-collisions” or overturned bicyclists, accounting for 17 of the 65 collisions. Thirty-two of the 65 collisions resulted from the bicyclist travelling at an unsafe speed, including 10 of the 17 non-collision records. Other leading causes include “unknown” (11 records), improper turning (7 records), and other improper driving (4 records). Figure 2-12 Bicycle Collisions Without a Motor Vehicle by Object Involved With Figure 2-13 compares violation codes for severe injury and fatal collisions to all injury collisions. Consistent with the collision causes, the most frequent violation code reported for bicycle-involved collisions was 22107, failing to turn properly (39 collisions). Unsafe speed was the second leading violation code, with 38 collisions reported, and leading code for severe injury/fatal collisions. Figure 2-13 Bicycle Collision Violation Code Comparison 8 11 13 16 17 0 2 4 6 8 10 12 14 16 18 20 Parked Vehicle Fixed Object Other Object Bicycle Non-Collision 21801(a) -Failure to yield; 7% 21453(a) -Driver failed to stop; 4% 21658(a) - Unsafe lane change; 4% 21650.1 -Bicycle wrong way; 3% 22106 -Unsafe driver start; 3% 21703 - Following too closely; 3% Other/Not Stated; 33% 22107 -Unsafe driver movement; 22% 22350 - Unsafe speed; 21% All Injury Collisions 21801(a) -Failure to yield; 5%21453(a) -Driver failed to stop; 6% 21658(a) -Unsafe lane change; 11% 21703 -Following too closely; 6% Other/Not Stated; 39% 22107 - Unsafe driver movement; 11% 22350 -Unsafe speed; 22% Severe/Fatal Injury Collisions Sept. 6, 2022 Item #8 39 City of Carlsbad DRAFT Local Roadway Safety Plan Page 19 Vehicular Collisions A total of 1,374 vehicle-involved injury collisions were reported during the five-year study period, excluding collisions involving pedestrians and bicycles. Figure 2-14 displays vehicular collision injury severity by roadway location. Collisions were closely split between intersections (53%) and mid-block locations (47%). Approximately 60% of the severe injury/fatal collisions were reported at mid-block locations, and largely concentrated along Carlsbad Boulevard (14 collisions), followed by Palomar Airport Road (4 collisions) and Rancho Santa Fe Road (4 collisions). Among the 724 intersection collisions, signalized locations accounted for 78% of all injury collisions and 59% of severe injury/fatal collisions. Figure 2-14 Vehicular Collision Injury Severity by Roadway Location Figure 2-15 displays the 1,374 vehicle-only collisions across Carlsbad, differentiating between those reported at intersection and mid-block locations. Figure 2-16 presents the collisions in a heat map to more clearly depict where relatively greater concentrations are present. Collisions are more concentrated along the roadways and intersections carrying relatively greater volumes of vehicular traffic, such as Carlsbad Boulevard, El Camino Real, Carlsbad Village Drive, Cannon Road, Palomar Airport Road, and Rancho Santa Fe Drive. 345 9 67 5 6 376 204 3 48 8 2 235 14 1 7 2 29 2 1 10 0 50 100 150 200 250 300 350 400 Signalized Intersection All-Way Stop- Controlled Intersection Side-Street Stop- Controlled Intersection Roundabout Uncontrolled Intersection Mid-Block Complaint of Pain Other Visible Injury Severe Injury Fatal Sept. 6, 2022 Item #8 40 City of Carlsbad DRAFT Local Roadway Safety Plan Page 20 Figure 2-15 Vehicle-Only Collisions (2015 – 2019) Sept. 6, 2022 Item #8 41 City of Carlsbad DRAFT Local Roadway Safety Plan Page 21 Figure 2-16 Vehicle-Only Collision Heat Map (2015 – 2019) Sept. 6, 2022 Item #8 42 City of Carlsbad DRAFT Local Roadway Safety Plan Page 22 Table 2-3 identifies the ten intersections with the greatest vehicle collision frequency. These locations are also the ten intersections with the greatest collision frequency for all modes combined. These ten intersections account for approximately 15% of all intersection collisions citywide. Nine of the ten high collision frequency intersections are signalized, the exception being the roundabout controlled Carlsbad Boulevard/State Street intersection. The roundabout intersection experienced the third most total collisions, including one pedestrian and two bicycle collisions, however no severe or fatal injury collisions. This aligns with one of the intended benefits of roundabouts, to reduce injury severity. Table 2-3 Vehicular Intersection Collision Frequency (2015 – 2019) Location Vehicle Pedestrian Bike All Modes Severe/ Fatal El Camino Real & Palomar Airport Road (signalized) 17 1 - 18 1 Melrose Drive & Palomar Airport Road (signalized) 16 - - 16 - El Camino Real & Alga Road (signalized) 14 - - 14 1 Carlsbad Boulevard & State Street (roundabout) 12 1 2 15 - College Boulevard & Palomar Airport Road (signalized) 12 - - 12 - Rancho Santa Fe Road & La Costa Avenue (signalized) 12 - - 12 - El Camino Real & La Costa Avenue (signalized) 11 - 1 12 - El Camino Real & Carlsbad Village Drive (signalized) 11 - - 11 - El Camino Real & Cannon Road (signalized) 10 - - 10 1 Melrose Drive & Lionshead Avenue (signalized) 10 - - 10 - Table 2-4 displays crash type by roadway location. Rear-End collisions were the most common vehicular crash type overall (37%), and the leading crash type at mid-block locations (50%). Broadside collisions were the most frequent crash type at all intersection locations combined, and the leading crash type at all intersection control types individually other than roundabouts. Table 2-4 Vehicular Collision Crash Type by Roadway Location Crash Type Signalized Intersection All-Way Stop- Controlled Intersection Side-Street Stop- Controlled Intersection Roundabout Uncontrolled Intersection Mid-Block Total Rear-End 148 3 30 - 1 328 510 Broadside 266 6 56 1 5 68 402 Hit Object 24 1 8 3 1 105 142 Sideswipe 31 - 8 1 1 73 114 Head-On 62 1 11 4 3 23 104 Other/Not Stated 20 2 5 1 0 27 55 Overturned 14 - 4 3 - 26 47 Total 565 13 122 13 11 650 1,374 Sept. 6, 2022 Item #8 43 City of Carlsbad DRAFT Local Roadway Safety Plan Page 23 Table 2-5 presents crash types by injury severity. The leading crash type for severe injury/fatal collisions was Hit Object, assigned to 21 of the 66 collisions. Hit Object collisions resulting in a severe injury or fatality were due to unsafe speeds (8 collisions), driving under the influence (6 collisions), improper turning (6 collisions) and other improper driving (1 collision). Hit Object collisions were most common at mid-block locations (16 of the 21 collisions). No locations experienced multiple severe injury/fatal Hit Object collisions. Broadside collisions were the second most frequent crash type for severe injury/fatal collisions, reported for 18 records. No locations experienced multiple severe injury/fatal Broadside collisions. Nine percent of Overturned collisions resulted in a severe injury or fatality, the highest rate of any crash type, followed by Hit Object collisions at 7%. Table 2-5 Vehicular Collision Crash Type by Injury Severity Crash Type Complaint of Pain Other Visible Injury Severe Injury Fatal Total Rear-End 371 129 8 2 510 Broadside 233 151 15 3 402 Hit Object 49 72 15 6 142 Sideswipe 69 40 4 1 114 Head-On 49 51 4 - 104 Other/Not Stated 23 28 3 1 55 Overturned 14 29 4 - 47 Total 808 500 53 13 1,374 The top ten violation codes reported for vehicular collisions account for approximately 84% of all vehicular-injury collisions. Figure 2-17 compares the violation codes for the severe injury and fatal collisions to the leading 10 violations (26 or more collisions) assigned to all vehicular collisions. Figure 2-17 Vehicular Collision Violation Code Comparison 22350 -Unsafe speed; 36% 21453(a) -Driver failed to stop; 16% 22107 -Unsafe driver movement; 9% 23152(a) - DUI; 7% 21703 - Following too closely; 4% 21801(a) - Failure to yield; 3% 21453(c) -Failure to stop red arrow; 3% 21804(a) -Failure to yield when entering traffic; 2% 21802(a) - Failure to yield stop sign; 2%21658(a) -Unsafe lane change; 2% Other/Not Stated; 16% All Injury Collisions 22350 -Unsafe speed; 32% 21453(a) - Driver failed to stop; 11% 22107 -Unsafedriver movement; 15% 23152(a) -DUI; 17% 21801(a) -Failure to yield; 1% 21453(c) -Failure to stop red arrow; 1% 21804(a) - Failure to yield when entering traffic; 3% 21658(a) -Unsafe lane change; 2% Other/Not Stated; 18% Severe/Fatal Injury Collisions Sept. 6, 2022 Item #8 44 City of Carlsbad DRAFT Local Roadway Safety Plan Page 24 Violation 22350, unsafe speed for prevailing conditions, was the most frequent code cited for all vehicular collisions (488 collisions) and most frequent for severe injury/fatal collisions (21 collisions). Violation code 22107, failing to turn safely, and violation 23152(a), driving under the influence of alcohol, represent higher shares of severe injury/fatal collisions (15% and 17%, respectively) than they do for all injury collisions (9% and 7%, respectively). Combined, violation codes 22350, 22107, and 23152(a) account for 64% of all severe/fatal injury collisions. Figure 2-18 presents level of sobriety/impairment for vehicular-only collisions. The influence of impairments such as alcohol, drugs, fatigue, or physical was reported for 145 collisions (11%), including 14 severe or fatal injury collisions (21%). Of those 145 impaired driving collisions, 20 involved drivers under the legal drinking age (<21) – age was not reported for 41 of the collisions. Figure 2-18 Vehicular Collisions by Level of Sobriety 3 10 18 21 11 114 65 1132 0 150 300 450 600 750 900 1050 1200 Other Physical Impairment Sleepy - Fatigued Under Drug Influence Had Been Drinking - Not Under Influence Had BeenDrinking - Impairment Unknown Had BeenDrinking -Under Influence ImpairmentNot Known Not Stated /Had Not BeenDrinking Sept. 6, 2022 Item #8 45 City of Carlsbad DRAFT Local Roadway Safety Plan Page 25 2.3 Strategic Highway Safety Plan Challenge Areas The California Strategic Highway Safety Plan (SHSP) is a statewide traffic safety plan that provides a framework and strategies for reducing fatalities, severe injuries, and total crashes. The SHSP development is led by stakeholders representing California’s 5 Es of traffic safety: Education, Enforcement, Engineering, Emergency Response, and Emerging Technologies. The SHSP identifies safety “Challenge Areas” to focus resources. The 2020 – 2024 SHSP includes a total of 16 Challenge Areas which were categorized into High Priority Areas and Focus Areas. Greater resources are focused on High Priority Areas, as they are identified as having the greatest potential to significantly decrease statewide fatalities and severe injuries. High Priority Areas  Active Transportation: Pedestrians & Bicyclists  Impaired Driving  Intersections  Lane Departures  Speed Management/Aggressive Driving Focus Areas  Aging Drivers (≥65 years in age)  Commercial Vehicles  Distracted Driving  Driver Licensing  Emergency Response  Emerging Technologies  Motorcyclists  Occupant Protection  Work Zones  Young Drivers (ages 15 – 20) Based on the analysis findings and OTS data, High Priority Areas most relevant to Carlsbad include Active Transportation: Pedestrians & Bicyclists, Impaired Driving, Intersections, and Speed Management/Aggressive Driving. 2.4 Focus Areas The Descriptive Statistics Analysis and Intersection & Segment Analysis information previously summarized in this Chapter, along with input from the project safety partners, informed the identification of the following focus areas:  Pedestrian o Drivers failing to yield to pedestrians in crosswalks o Pedestrians failing to yield to drivers while crossing outside of crosswalks  Bicycle o Drivers failing to yield to bicyclists while the driver is making right-turns o Bicycle at-fault collisions due to unsafe speeds (primarily non-motor vehicle collisions) o Increases in E-bike use: people of varying bicycle skill levels are travelling further and faster than ever before  Vehicular o Leading violations  Unsafe speed for prevailing conditions  Failure to stop at limit line  Driving under the influence (including youth DUI) o Leading crash types  Broadside collisions (intersections and driveway locations)  Rear end collisions (mid-block approaching intersections) Sept. 6, 2022 Item #8 46 City of Carlsbad DRAFT Local Roadway Safety Plan Page 26 3.0 Recommendations This chapter summarizes the programmatic and infrastructure recommendations. 3.1 Programmatic Programs can be initiated to address a variety of safety topics or needs. This section describes educational, enforcement, and emergency response topics for the City to consider undertaking. Education Safe Routes to School Safe Routes to School programs seek to make conditions safer and more comfortable for students to walk and bike to school, and to encourage more walking and biking. The programs can come in various sizes (school specific, district wide) and address any number of topics (e.g., safe walking behaviors, identifying infrastructure enhancements, encouragement programs). The City of Carlsbad Sustainable Mobility Plan (SMP) identifies Safe Routes to School as one of four recommended mobility programs. The City of Carlsbad and Carlsbad Unified School District identified the following Safe Routes to School strategies in the SMP:  SchoolPool Carpools  Parent Surveys  Walk Audits  Conceptual Improvement Maps  Suggested Routes to School Maps  Student Shortest Path Assessment  Student Address Pairing Bicycle Education Courses The San Diego County Bike Coalition provides over a dozen free classes, bike skills trainings, and workshops intended to inform bicyclists and roadway users of all skill levels of safe bicycling behaviors. Bicycle education courses are:  Smart Cycling - This course is designed to get adults and children (must be accompanied by an adult) comfortable on the road and ready to commute or make short trips over two days, including a 3-hour classroom portion and a 6-hour road portion. Attendants should learn proper bike & helmet fit, safety tips for riding in traffic, techniques for navigating hazardous roads, emergency maneuvers, using public transit with a bike, their legal rights and responsibilities, as well as instructions on fixing a flat and bicycle adjustments.  Bike Rodeos - These are bicycle skills events targeting children and teens. They are taught on a school playground or parking lot, which provides them with the opportunity to practice and develop skills that will help them become better bicyclists and avoid typical crashes. Its objective is to teach young riders the importance of seeing, being seen, and always remaining under control when riding a bicycle. Bicycle skills stations give students the opportunity to practice a variety of specific bike handling skills and procedures for operating a bike legally and more safely on the street.  City Cycling – This program is intended to prepare people for commute or recreational rides. Topics covered include general bike safety, legal rights and responsibilities, emergency maneuver skills, and basic maintenance tips. Sept. 6, 2022 Item #8 47 City of Carlsbad DRAFT Local Roadway Safety Plan Page 27  City Cycling for Ebikers – This course touches upon the similar topics as the City Cycling course from the perspective of E-bike users. The three-hour course includes three sections: lecture, skills drills, and road riding. Youth Driving Under the Influence Educating the youth of the dangers of driving under the influences is a proactive approach towards traffic safety. The California Highway Patrol offers the Every 15 Minutes program to high school juniors and seniors. The program is intended to challenge students to “think about drinking, driving, personal safety, the responsibility of making mature decisions and the impact their decisions have on family, friends, their community, and many others.” The California Office of Traffic Safety makes funding available to the California Highway Patrol for mini-grants to implement the Every 15 Minutes program. Enforcement and Emergency Response Targeted Driving Under the Influence Enforcement The City of Carlsbad Police Department should continue conducting driving under the influence checkpoints to deter impaired driving and promote public safety. As new collision datasets are made available, City departments should consider coordinating to identify priority locations for the checkpoints based on DUI collision history. For example, the 2015 -2019 collision data reviewed through this LRSP identified the Carlsbad Boulevard & State Street roundabout as a location with relatively high share of impaired driver collisions (9 of 15 collisions involved DUI). Targeted Speed Enforcement Similar to targeted DUI enforcement, targeted speed enforcement is intended to deter speeding in locations with a history of collisions resulting from drivers travelling at unsafe speeds. Internal City coordination can help in determine locations where unsafe speeds are of most concern. E-Bike Collision Coding As stated in Section 1.3, the rise in E-bike use has also resulted in new safety concerns and the need for collision reporting that distinguishes between electric and non-electric bicycles. The Carlsbad Police Department implemented procedures to address this data gap. As the new collision data becomes available, the Police Department and other relevant City departments should consider evaluating the reporting modification outputs to determine if additional data refinements would be beneficial. 3.2 Infrastructure Infrastructure countermeasures include those intended for systemic or citywide application and site- specific recommendations. This section identifies the various types of countermeasures recommended, followed by citywide recommendations, and finally site-specific recommendations. Recommended Countermeasure Types Consistent with HSIP grant application requirements, countermeasures were largely drawn from Caltrans’s Local Roadway Safety Manual (2022) (LRSM). The countermeasure ID, title, and Crash Reduction Factor (CRF) are provided for each countermeasure, as stated in the LRSM. A description of the intended application within the context of Carlsbad is also provided for the broader countermeasures. Sept. 6, 2022 Item #8 48 City of Carlsbad DRAFT Local Roadway Safety Plan Page 28 S02, Improve signal hardware: lenses, back-plates with retroreflective borders, mounting, size, and number (CRF 15% - all crash types). This countermeasure is recommended to address broadside and rear end collisions by improving intersection/signal visibility. Two specific enhancements for consideration include:  Back-plates with retroreflective borders – Apply retroreflective tape or borders to signal back- plates to increase signal visibility.  Overhead-mounted through signal heads – Provide one (1) overheard-mounted signal head per through lane at intersections with ≥ 45mph approaches. See applicable Caltrans guidance in MUTCD table below. Source: 2014 CA MUTCD, Revision 5 (March 27, 2020) S03, Improve signal timing (coordination, phases, red, yellow, or operation) (CRF 15% - all crash types). Reviewing signalized intersection citywide to ensure appropriate timing, phasing, and controls are in place can produce multimodal safety benefits. S10, Install flashing beacons as advance warning (CRF 30% - all crash types). Advance warning device used to alert drivers they are approaching a signal and need to prepare to slow down. This is application is intended to help reduce rear end collisions and also prevent vehicles from failing to stop at the limit line. S18PB, Install pedestrian crossing (CRF 25% - pedestrian and bicycle crash types). Enhancements for consideration include:  High visibility crosswalks – Upgrade existing marked crosswalks to high visibility crosswalk to improve crosswalk visibility and help define where vehicles are intended to stop.  Curb extensions – Shorten the crossing distance, improve pedestrian visibility, and facilitate slower vehicle turning speeds. S20PB, Install advance stop bar before crosswalk (CRF 15% - pedestrian and bicycle crash types). Enhance pedestrian safety by providing an additional buffer. Stop bars also help define where vehicles are intended to stop. Sept. 6, 2022 Item #8 49 City of Carlsbad DRAFT Local Roadway Safety Plan Page 29 S21PB, Modify signal phasing to implement a Leading Pedestrian Interval (LPI) (CRF 60% - pedestrian and bicycle crash types). This enables people crossing at signalized crosswalks to enter the intersection 3 – 7 seconds in advance of drivers, helping them to establish their presence and improve their visibility to drivers. NS01, Add Intersection lighting (CRF 40% - night-time crashes). Lighting improves night-time visibility for all travel modes. R14, Road Diet (reduce travel lanes and add a two way left-turn and bike lanes) (CRF 30% - all crash types). Proposed in locations with high pedestrian and bicycle collisions. Repurpose travel lane space to provide buffers for bicycle facilities, reduce pedestrian exposure, and eliminate “multiple threat” at uncontrolled crossings. R26, Install dynamic/variable speed warning signs (CRF 30% - all crash types). Radar speed feedback signs inform drivers of their speed when exceeding the posted speed limit. Note, this application may not be HSIP eligible as the LRSM intends for use at horizontal curves. R34PB, Install sidewalk/pathway (CRF 80% - pedestrian and bicycle crash types). Intended to implement the planned Class I Multi-Use Paths. R35PB, Install pedestrian crossing with enhanced safety features (CRF 35% - pedestrian and bicycle crash types). Installation of a mid-block pedestrian crossing with high visibility crosswalks, advance yield markings, pedestrian refuge, and/or curb extensions. R37PB, Install Rectangular Rapid Flashing Beacon (RRFB) (CRF 35% - pedestrian and bicycle crash types). Installation at uncontrolled locations to improve driver awareness of crossing pedestrians. The following additional countermeasures were recommended that are not from the LRSM and are therefore not HSIP eligible:  Green conflict paint in bike lane – Intended to improve driver awareness of the bicycle facility and to anticipate bicyclists. The paint is recommended for application within bike lanes where a right-turn only lane forces vehicles to cross over the bike lane. Green conflict paint should also be considered for intersection approaches.  Enhance sight distance – Landscaping modifications at Carlsbad Boulevard and Cerezo Drive may improve sight distance for vehicles making a right-turn from westbound Cerezo Drive onto northbound Carlsbad Boulevard and for northbound bicyclists.  Speed reduction markings – Transverse stripes spaced at gradually decreasing distances increase drivers’ perception of speed.  Rat Boxes/Lights (Red Light Indicator) – A tool used to assist police officers in identifying when roadway users fail to obey traffic signals. Reporting officers must visually confirm a traffic signal is red to issue a citation. These small devices are attached to traffic signals. When the traffic signal turns red, a small light on the rat box illuminates. A law enforcement officer must be physically located in the vicinity of the traffic signal and rat box – typically on the side street or past the intersection – to observe the line where the vehicles are supposed to stop. The rat box gives greater flexibility in where the law enforcement officer can position themselves when observing traffic signal compliance. Note, these are not red-light cameras (no photo/video is taken, and an officer must be present to observe and issue a citation). Sept. 6, 2022 Item #8 50 City of Carlsbad DRAFT Local Roadway Safety Plan Page 30 Citywide Recommendations Table 3-1 identifies the citywide recommendations and corresponding safety topics the recommendation addresses. Table 3-1 Citywide Countermeasure Summary Countermeasure Issue Drivers failing to yield to pedestrians in crosswalks Drivers failing to yield to bicyclists while driver is making right-turn Driver failure to stop at the limit line Broadside collisions (intersections) Rear end collisions (approaches to intersections) S02, Retroreflective backplate Borders     S02, Overhead-mounted through signal head     S03, Improve signal timing     S18PB, Install pedestrian crossing: high visibility crosswalk  S20PB, Install advance stop bar before crosswalk    Rat lights (red light indicator)   Green conflict paint in bike lanes at right-turn only lanes  Location-specific Issues and Recommended Countermeasures Table 3-2 summarizes the site-specific countermeasures recommended. Figure 3-1 displays the recommendation locations, with the ID corresponding to the ID in Table 3-2. The table is followed by descriptions of the issues, relevant planned improvements identified in the City of Carlsbad Capital Projects Dashboard and Sustainable Mobility Plan, and the recommended countermeasures. Sept. 6, 2022 Item #8 51 City of Carlsbad DRAFT Local Roadway Safety Plan Page 31 Table 3-2 Countermeasure Summary by Location S02, Retroreflective backplate borders S02. Overhead-mounted through signal head S10, Install flashing beacons as advance warning S18PB, High visibility crosswalk S18PB, Curb extensions S20PB, Install advance stop bar before crosswalk S21, Modify signal phasing to implement LPI NS01 Add intersection lighting R14, Road diet and add buffers to bike lane R26, Install dynamic/ variable speed warning signs R34PB, Install sidewalk/ pathway R35PB, Pedestrian refuge R37PB, Install rectangular rapid flashing beacon Green conflict paint in bike lane (non-LRSM) Speed reduction markings (non-LRSM Enhance sight distance – clear vegetation (non-LRSM) Intersections 1. Roosevelt Street & Carlsbad Village Drive Extend onto Roosevelt St (all corners) All approaches 2. Harding Street & Carlsbad Village Drive All legs Extend onto Harding St (all corners) All approaches 3. Roosevelt Street & Grand Avenue All corners All approaches All legs 4. El Camino Real & Palomar Airport Road All signal heads All signals N, W legs SB, EB approaches 5. Melrose Drive & Palomar Airport Road All signal heads NB, EB, WB signals E, W legs EB, WB approaches 6. Carlsbad Boulevard & State Street  7. El Camino Real & Alga Road All signal heads EB, WB signals 8. Loker Avenue/Innovation Way & Palomar Airport Road All signal heads EB, WB signals All legs All approaches 9. Carlsbad Boulevard & Cerezo Drive NB approach  NB approach West side Segments 10. Paseo Del Norte, from Palomar Airport Road to Camino Del Parque/Sea Gate Rd    11. Carlsbad Boulevard, from Carlsbad Village Drive to Cannon Road  12. Carlsbad Boulevard, from Tierra Del Oro to La Costa Avenue (southern City limit) Class I Path along west side Sept. 6, 2022 Item #8 52 City of Carlsbad DRAFT Local Roadway Safety Plan Page 32 Figure 3-1 Countermeasure Locations Sept. 6, 2022 Item #8 53 City of Carlsbad DRAFT Local Roadway Safety Plan Page 33 1. Roosevelt Street & Carlsbad Village Drive Issue: Pedestrian collisions where the driver is at-fault while making left-turns Planned (SMP): Priority intersection for enhanced pedestrian treatment Recommended:  S18PB, Install pedestrian crossing: curb extensions extending onto Roosevelt Street at all corners  S20PB, Install advance stop bar before crosswalk (all approaches) 2. Harding Street & Carlsbad Village Drive Issue: Pedestrian collisions where the driver is at-fault while making left- and right-turns Planned (SMP): Priority intersection for enhanced pedestrian treatment Recommended:  S18PB, Install pedestrian crossing: o High visibility crosswalk (all legs) o Curb extensions extending onto Harding Street at all corners  S20PB, Install advance stop bar before crosswalk (all approaches) 3. Roosevelt Street & Grand Avenue Issue: Pedestrian collisions where the driver is at-fault while making left- and right-turns Planned (SMP): Priority intersection for enhanced pedestrian treatment Recommended:  S18PB, Install pedestrian crossing: curb extensions (all corners)  S20PB, Install advance stop bar before crosswalk (all approaches)  S21PB, Modify signal phasing to implement lead pedestrian interval (all legs) 4. El Camino Real & Palomar Airport Road Issue: Broadside collisions due to failing to stop at the limit line while proceeding straight Planned (CIP): Project # 6077: The project will extend left turn lanes at four locations along El Camino Real. Recommended:  S02, Improve signal hardware o Retroreflective backplate borders (all signal heads) o Additional overhead-mounted through signal head (one signal head per through lane on all signals)  S18PB, Install pedestrian crossing: high visibility crosswalk (north and west legs)  S20PB, Install advance stop bar before crosswalk (southbound and eastbound approaches) Sept. 6, 2022 Item #8 54 City of Carlsbad DRAFT Local Roadway Safety Plan Page 34 5. Melrose Drive & Palomar Airport Road Issues:  Broadside collisions due to failing to stop at the limit line  Collisions at night due to unsafe speeds and DUI Planned (CIP): Project # 6034: Widen southbound Melrose Drive to provide an additional right-turn lane to westbound Palomar Airport Road. Planned (SMP): Priority intersection for enhanced pedestrian treatment Recommended:  S02, Improve signal hardware o Retroreflective backplate borders (all signal heads) o Additional overhead-mounted through signal head (one signal head per through lane on northbound, eastbound, and westbound signals)  S18PB, Install pedestrian crossing: high visibility crosswalk (east and west legs)  S20PB, Install advance stop bar before crosswalk (eastbound and westbound approaches) 6. Carlsbad Boulevard & State Street Issues:  Collisions due to driving under the influence (9 of 15 collisions)  Collisions at night (14 of 15 collisions during dusk, dawn, or night) Planned (CIP): Project # 4016: Install phase 1 decorative lighting solutions along Grand Avenue and State Street in the Village. Planned (SMP): Priority corridor for enhanced pedestrian treatment Recommended:  NS01, Add intersection lighting  Targeted DUI enforcement (non-LRSM) 7. El Camino Real & Alga Road Issue: Rear end collisions due to unsafe speed in the north- and southbound directions Planned (CIP): Project # 201944: Modify the right turn lane configuration from northbound El Camino Real to eastbound Alga Road. Recommended:  S02, Improve signal hardware o Retroreflective backplate borders (all signal heads) o Additional overhead-mounted through signal head (one signal head per through lane on eastbound and westbound signals) Sept. 6, 2022 Item #8 55 City of Carlsbad DRAFT Local Roadway Safety Plan Page 35 8. Loker Avenue/Innovation Way & Palomar Airport Road Issue: Rear end collisions due to unsafe speeds and following too closely approaching the intersection. Planned: N/A Recommended:  S02, Improve signal hardware o Retroreflective backplate borders (all signal heads) o Additional overhead-mounted through signal head (one signal head per through lane on eastbound and westbound signals)  S18PB, Install pedestrian crossing: high visibility crosswalk (all legs)  S20PB, Install advance stop bar before crosswalk (all approaches) 9. Carlsbad Boulevard & Cerezo Drive Issues:  Bicycle collisions where the driver is at-fault while making right-turns  Rear end collisions in northbound direction due to unsafe speeds Planned (SMP):  Priority intersections for enhanced pedestrian treatment  Multi-use path Recommended:  S10, Install flashing beacons as advance warning (install on northbound approach near Manzano Drive where northbound Carlsbad Boulevard and Palomar Airport Road merge)  Install green conflict paint in northbound bike lane intersection approach and departure (non-LRSM)  Install speed reduction markings on northbound Carlsbad Boulevard and Palomar Airport Road before the merge (non-LRSM)  Enhance sight distance by clearing the vegetation along the west side of Carlsbad Boulevard for westbound drivers on Cerezo Drive (non-LRSM) 10. Paseo Del Norte, from Palomar Airport Road to Camino Del Parque/Sea Gate Road Issue: Mid-block pedestrian collisions near Tip Top Meats and Motel 6 Planned (SMP):  Priority corridor for enhanced pedestrian treatment  Buffered bike lanes Recommended:  R14, Road diet and add buffers to bike lanes  R35PB, Install pedestrian crossing with pedestrian refuge and curb extensions (near Motel 6 and Tip Top Meats)  R37PB, Install rectangular rapid flashing beacon (near Motel 6 and Tip Top Meats) Sept. 6, 2022 Item #8 56 City of Carlsbad DRAFT Local Roadway Safety Plan Page 36 11. Carlsbad Boulevard, from Carlsbad Village Drive to Cannon Road Issue: Pedestrian collisions due to driver failing to yield while pedestrians are crossing in crosswalks Planned (CIP):  Project # 6068: Install pedestrian scale lighting along both sides of Carlsbad Village Drive to match the lighting in the Village. The lights will be 13' concrete/marblelite poles with black metal toppers.  Project # 6097: The project will construct pedestrian enhancements at six uncontrolled crosswalk locations on Carlsbad Boulevard. Improvements include curb extensions, in- pavement flashing lights, green bike lane treatments and street lighting.  Project # 201907: Construct raised, landscaped median. Work includes concrete curb, landscaping, irrigation and colored, stamped concrete.  Project # 6058: Construct an Americans with Disabilities Act (ADA) compliant pedestrian path through the intersection of Tamarack Avenue and Carlsbad Boulevard (west side). The project will require the removal of the existing “pork chop” islands, installation of new concrete curb, gutter, sidewalk and pedestrian ramps. Relocation of traffic signal equipment including signal poles, controller cabinet and electric service cabinet will be necessary. Due to the age/deterioration of existing traffic conduit, the traffic signal will be completely re- wired. Planned (SMP):  Priority intersections for enhanced pedestrian treatment  Buffered bike lane along Carlsbad Boulevard Recommended: R14, Road diet and add buffers to bike lane. Excess right-of-way along west side of Carlsbad Boulevard may be repurposed to provide additional on-street parking and/or widen the existing bike lane. 12. Carlsbad Boulevard, from Tierra Del Oro to La Costa Avenue (southern City limit) Issue: High frequency of bike collisions throughout the corridor, specifically in southbound direction where on-street parking is present Planned (CIP): Project # 6031: (Nearby Improvements) The project will conduct an investigative study of future roadway realignment alternatives, infrastructure needs, land uses, commercial land development options, public park and coastal access opportunities, and related long term coastal planning issues, constraints, and processes. The second phase study of a multi-year project such as this would not require permits or environmental review at this time. Extent: Manzano Drive to La Costa Avenue. Planned (SMP):  Priority corridor for enhanced pedestrian treatment  Multi-use path Recommended: R34PB, Install sidewalk/pathway (Class I Bike Path) along west side of Carlsbad Boulevard Sept. 6, 2022 Item #8 57 City of Carlsbad DRAFT Local Roadway Safety Plan Page 37 4.0 Implementation This chapter provides information to aid in the pursuit of recommendation implementation. Benefit/cost ratio analysis results, potential funding sources, and opportunities to implement improvements with maintenance projects are covered along with topics to consider monitoring post- implementation. 4.1 Benefit/Cost Ratios This LRSP document helps the City of Carlsbad maintain eligibility for HSIP funding from Caltrans. The majority of HSIP funds are awarded based on the project’s effectiveness, determined using a benefit to cost ratio (BCR). HSIP Cycle 11 requires minimum BCR score of 3.5 to apply, however, funded projects have historically scored higher. For example, the BCR cutoff score for funded projects in Cycle 10 was 12.0 and 7.5 in Cycle 9. Table 4-13 presents BCR results for the HSIP-eligible countermeasure recommendations previously identified in Table 3-2. As shown, five projects exceed the 12.0 BCR cutoff score from Cycle 10. Those projects, in order of BCR score, include:  9. Carlsbad Boulevard & Cerezo Drive (63.81)  11. Carlsbad Boulevard, from Carlsbad Village Drive to Cannon Road (18.03)  10. Paseo Del Norte, from Palomar Airport Road to Camino Del Parque/Sea Gate Rd (17.77)  6. Carlsbad Boulevard & State Street (15.80)  4. El Camino Real & Palomar Airport Road (14.35) HSIP applications permit the bundling of locations and countermeasure types with the following limitations:  Countermeasures must generally be from the same roadway category (Signalized Intersection, Non-Signalized Intersection, or Roadway Segment)4  A maximum of three countermeasures can be factored into the BCR calculation Considering this, it is recommended that projects 9 and 4 be combined into a single project using the following three countermeasures, which would yield a BCR of 18.71:  S02, Improve signal hardware retroreflective backplate borders and additional overhead- mounted through signal heads  S10, Install flashing beacons as advance warning  S18PB, Install pedestrian crossing: high visibility crosswalk 3 Project 12, the Class I Bike Path along the west side of Carlsbad Boulevard from Tierra Del Oro to La Costa Avenue was divided into four segments considering the length of the project and relatively high cost. Additionally, cost estimates were prepared unit costs which may not capture location specific nuances that could greatly change assumptions. This is particularly relevant to project 12 due to the length and potential project related challenges (e.g., environmental habitats, utilities, coastal area, right-of-way). Therefore, two different unit cost assumptions were used in the cost estimate and BCR development for project 12 and reflected in Table 4-1. 4 Exceptions can apply for “Corridor Projects” Sept. 6, 2022 Item #8 58 City of Carlsbad DRAFT Local Roadway Safety Plan Page 38 Table 4-1 Benefit Cost Ratio Summary S02, Retroreflective backplate borders S02. Overhead-mounted through signal head S10, Install flashing beacons as advance warning S18PB, High visibility crosswalk S18PB, Curb extensions S20PB, Install advance stop bar before crosswalk S21, Modify signal phasing to implement LPI NS01 Add intersection lighting R14, Road diet and add buffers to bike lane R26, Install dynamic/ variable speed warning signs R34PB, Install sidewalk/ pathway R35PB, Pedestrian refuge R37PB, Install rectangular rapid flashing beacon BCR Intersections 1. Roosevelt Street & Carlsbad Village Drive Extend onto Roosevelt St (all corners) All approaches 0.56 2. Harding Street & Carlsbad Village Drive All legs Extend onto Harding St (all corners) All approaches 0.73 3. Roosevelt Street & Grand Avenue All corners All approaches All legs 0.29 4. El Camino Real & Palomar Airport Road All signal heads All signals N, W legs SB, EB approaches 14.35 5. Melrose Drive & Palomar Airport Road All signal heads NB, EB, WB signals E, W legs EB, WB approaches 2.91 6. Carlsbad Boulevard & State Street  15.80 7. El Camino Real & Alga Road All signal heads EB, WB signals 4.41 8. Loker Avenue/Innovation Way & Palomar Airport Road All signal heads EB, WB signals All legs All approaches 3.06 9. Carlsbad Boulevard & Cerezo Drive NB approach 63.81 Segments 10. Paseo Del Norte, from Palomar Airport Road to Camino Del Parque/Sea Gate Rd    17.77 11. Carlsbad Boulevard, from Carlsbad Village Drive to Cannon Road  18.03 12a. Carlsbad Boulevard, from Tierra Del Oro to Solemar Drive Class I Path 0.30 ($9M) 0.94 ($2.7M) 12b. Carlsbad Boulevard, from Solemar Drive to Poinsettia Lane Class I Path 1.70 ($9M) 5.15 ($2.7M) 12c. Carlsbad Boulevard, from Poinsettia Lane to Avenida Encinas Class I Path 0.70 ($9M) 2.11 ($2.7M) 12d. Carlsbad Boulevard, from Avenida Encinas to La Costa Avenue Class I Path 1.54 ($9M) 4.62 ($2.7M) Sept. 6, 2022 Item #8 59 City of Carlsbad DRAFT Local Roadway Safety Plan Page 39 4.2 Funding Sources This LRSP documents positions the City of Carlsbad to be eligible to submit HSIP applications. A wide range of additional funding sources are also available at the regional, state, and federal levels that could be used to fund safety projects. A sample of potential funding sources is summarized in the remainder of this subsection, including funding program descriptions and eligible projects. Regional Sources Active Transportation Grant Program (SANDAG) The goal of the ATGP is to encourage local jurisdictions to plan and build facilities that promote multiple travel choices and build connectivity. Sample of Eligible Projects:  Capital projects  Non-capital projects: planning, education, encouragement, and awareness programs; and bike parking Smart Growth Incentive Program (SANDAG) The SGIP provides funding for transportation-related infrastructure improvements that within Smart Growth Opportunity Areas as shown in SANDAG’s Smart Growth Concept Map. The goal is to fund public infrastructure projects and planning activities that facilitate or support compact, mixed-use, transit-oriented development and transportation choices. Sample of Eligible Projects:  Capital and planning projects State Sources Office of Traffic Safety Grant Program (California Office of Traffic Safety) Funds to prevent serious injury and death resulting from motor vehicle crashes so all roadway users arrive at their destination safely. Sample of Eligible Projects:  Non-infrastructure programs  Safety education programs  Encouragement programs  SRTS programs Local Streets and Roads Program (Caltrans) Funding dedication for cities and counties to perform basic road maintenance, rehabilitation, and critical safety projects on the local streets and roads systems. Sample of Eligible Projects:  Safety projects  Complete streets components  Traffic control devices  Maintenance and rehabilitation Sept. 6, 2022 Item #8 60 City of Carlsbad DRAFT Local Roadway Safety Plan Page 40 Local Partnership Program (California Transportation Commission) This program serves to provide funding to districts, cities, counties, and regional transportation agencies in which voters have approved or imposed fees or taxes dedicated solely to transportation improvements. Sample of Eligible Projects:  Aging infrastructure  Road conditions  Active transportation  Transit and rail  Health and safety benefits Active Transportation Program (Caltrans) Caltrans’s ATP was created to encourage increased use of active modes of transportation, increase the safety and mobility of non-motorized users, help achieve greenhouse gas reduction goals, enhance public health, provide a broad spectrum of projects to benefit many types of active transportation users while ensuring disadvantages communities share in the benefits. Sample of Eligible Projects:  Capital projects: environmental, design, right-of-way, and construction phases of a capital project.  Plans: community wide bicycle, pedestrian, safe routes to school, or active transportation plan.  Non-infrastructure (NI) projects: education, encouragement, and enforcement activities Sustainable Communities Planning Grants (Caltrans) Funds intended to further the region’s RTP SCS, help achieve the State’s GHG reduction targets, and directly benefit the multi-modal transportation system. Sample of Eligible Projects:  Safe Routes to School Plan  Bike/pedestrian trail or feasibility study Regional Trails Program (California Parks Department) Provides funds for recreational trails and trails-related projects. Sample of Eligible Projects:  Development and Rehabilitation of Trails, Trailside and Trailhead Facilities  Construction of new trails  Acquisition of easements and simple title to property for Recreational Trails Urban Greening Program (California Natural Resources Agency) Supports the development of green infrastructure projects that reduce GHG emissions and provide multiple benefits, such as reducing commute VMT by constructing bicycle or pedestrian facilities that provide safe routes for travel. Sample of Eligible Projects:  Non-motorized urban trails Sept. 6, 2022 Item #8 61 City of Carlsbad DRAFT Local Roadway Safety Plan Page 41 4.3 Implementation with Maintenance Regularly scheduled maintenance projects, such as road resurfacing and restriping present opportunities to cost effectively incorporate safety enhancement projects. The following recommended countermeasures are examples of projects that could be implemented with maintenance projects:  S18PB, Install pedestrian crossing: high visibility crosswalk  S20PB, Install advance stop bar before crosswalk  R14, Road Diet (reduce travel lanes and add a two way left-turn and bike lanes)  Green conflict paint in bike lane (non-LRSM)  Speed reduction markings (non-LRSM) Coordination between various City departments is required to leverage the maintenance projects and achieve the cost savings. 4.4 Monitoring Monitoring the effectiveness of infrastructure improvements helps to fortify City staff’s, elected officials’, and community members’ understanding of responses to investments and develops knowledge of benefits within the local context. Monitoring can also aid in the pursuit of future grant funding sources by helping to build the case of anticipated benefits with proven local data. Table 4-3 identifies data to consider tracking before and after implementation. Table 4-2 Monitoring Data Topics Topic Rationale Collisions Multimodal (pedestrian, bicycle, vehicle) collision data is the base for understanding safety benefits. Comparing similar years of data before and after project implementation is one indicator of project benefits. Count Data Intersection counts, segment counts, and crossing data can help inform volume and exposure. Combined with collision data, count data can be used to develop collision rates to help account for changes in activity levels. Infrastructure Modifications Infrastructure modifications within the project vicinity may contribute to changes in travel patterns, behavior, or safety. Documenting infrastructure changes that occurred before, during and after implementation can help inform if changes were influential. Development Projects Like infrastructure modifications, new development projects may alter travel patterns and behavior. These changes may not be fully captured through count data, yet they may contribute to changes in activity. Noting these projects will help ensure they are considered when evaluating benefits. Sept. 6, 2022 Item #8 62 City of Carlsbad DRAFT Local Roadway Safety Plan Appendix A - Descriptive Statistics Analysis Sept. 6, 2022 Item #8 63 Prepared For: Prepared By: City of Carlsbad 1635 Faraday Avenue Carlsbad, CA 92008 CR Associates 3900 Fifth Avenue, Suite 310 San Diego, CA 92103 LOCAL ROADWAY SAFETY PLAN NOVEMBER 2021 DRAFT Descriptive Statistics Report Sept. 6, 2022 Item #8 64 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page i Table of Contents 1.0 Introduction ........................................................................................................................................ 1 1.1 Collision Database ....................................................................................................................... 1 1.2 Key Findings ................................................................................................................................. 2 2.0 Pedestrian Collisions .......................................................................................................................... 7 3.0 Bicycle Collisions ............................................................................................................................. 15 4.0 Vehicular Collisions ......................................................................................................................... 23 5.0 Systemic Collision Matrices ............................................................................................................ 31 List of Figures Figure 1.1 - Citywide Crash Tree (2015 – 2019) ....................................................................................... 3 Figure 2.1 - Pedestrian Collision Injury Severity by Roadway Location .................................................... 7 Figure 2.2 - Pedestrian Collision Party at-Fault by Roadway Location...................................................... 8 Figure 2.3 - Pedestrian Collision Violation Code Comparison ................................................................ 11 Figure 2.4 - Pedestrian Collision Injury Severity by Lighting ................................................................... 12 Figure 2.5 - Pedestrian Collisions by Time of Day ................................................................................... 13 Figure 2.6 - Pedestrian Collisions by Age & Gender ............................................................................... 13 Figure 3.1 - Bicycle Collision Injury Severity by Roadway Location ........................................................ 15 Figure 3.2 - Bicycle Collision Party at-Fault by Roadway Location ......................................................... 16 Figure 3.3 - Bicycle Collision Violation Code Comparison ...................................................................... 20 Figure 3.4 - Bicycle Collisions by Time of Day ......................................................................................... 21 Figure 3.5 - Bicycle Collisions by Age & Gender ...................................................................................... 21 Figure 4.1 - Vehicular Collision Injury Severity by Roadway Location .................................................... 23 Figure 4.2 - Vehicular Collision Violation Code Comparison .................................................................. 26 Figure 4.3 - Vehicle Collisions by Time of Day ......................................................................................... 29 Sept. 6, 2022 Item #8 65 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page ii List of Tables Table 2.1 - Pedestrian Collision Injury Severity by Roadway Location ...................................................... 7 Table 2.2 - Pedestrian Collision Cause by Roadway Location ................................................................... 9 Table 2.3 - Pedestrian Collision Violation Code by Injury Severity ......................................................... 10 Table 2.4 - Pedestrian Action by Injury Severity ...................................................................................... 11 Table 2.5 - Driver at-Fault Pedestrian Intersection Collisions by Driver Movement ............................. 12 Table 3.1 - Bicycle Collision Injury Severity by Roadway Location ......................................................... 15 Table 3.2 - Bicycle Collision Cause by Roadway Location ...................................................................... 17 Table 3.3 - Bicycle Collision Violation Code by Injury Severity ............................................................... 19 Table 3.4 - Bicycle-Vehicle Collisions by Movement ............................................................................... 20 Table 4.1 - Vehicular Collision Injury Severity by Roadway Location ..................................................... 23 Table 4.2 - Vehicular Collision Crash Type by Roadway Location .......................................................... 24 Table 4.3 - Vehicular Collision Crash Type by Injury Severity ................................................................. 24 Table 4.4 - Vehicular Collision Cause by Roadway Location .................................................................. 25 Table 4.5 - Vehicular Collision Violation Code by Injury Severity ........................................................... 27 Table 4.6 - Severe/Fatal Vehicle Collisions by Movement ..................................................................... 29 Table 5.1 - Intersection Matrix for All Injury Collisions ........................................................................... 32 Table 5.2 - Mid-Block Matrix for All Injury Collisions ............................................................................... 34 Sept. 6, 2022 Item #8 66 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 1 1.0 Introduction This document provides a review of collision records in support of the Carlsbad Local Roadway Safety Plan (LRSP). The project study area encompasses all city streets within the Carlsbad City Limits, excluding freeway facilities. This review examines the collision records from a citywide perspective to identify trends among the roadway location (intersection or mid-block), causes, users and their behaviors. The introductory chapter provides an overview of the collision database and key findings from the analysis. Following this chapter, analysis results are separated by travel mode, including pedestrian, bicycle, and vehicle. The report concludes with a set of systemic collision matrices, intended to help identify combinations of behaviors and roadway characteristics where collisions are most frequent. Collisions for each mode are reported by the categories provided within the record, as completed by the reporting law enforcement officer, such as party-at-fault, cause, violation, and crash type. The collision’s roadway location (intersection or mid-block) was used to further understand specific issues to the location type. Consistent with the Caltrans’ LRSP guidelines, additional emphasis was placed on collisions resulting in severe injuries or fatalities for each travel mode. A subsequent report will be provided focusing on specific intersection and midblock collision locations, including collision frequencies and rates. The findings presented in this document inform the identification of noteworthy areas across the city and will be combined with the intersection and segment analysis results (in a separate report) to determine specific locations and topic areas to focus recommendation – or countermeasure – development on. 1.1 Collision Database A citywide collision dataset was obtained from the City of Carlsbad’s Crossroads database for the most recent complete five-year period, January 2015 – December 2019. Prior to database construction and analysis, the accuracy of the data was reviewed. Collision Data Review The initial dataset contained 3,075 collision records. One record was removed due to being identified as a duplicate. Four records were removed due to occurring within private parking lots. An additional 40 records were removed due to insufficient locational information (ex., single cross- street, labelled as “Private Road”, or two streets that do not intersect). The 40 removed records with insufficient locational information did not include any collisions resulting in a severe or fatal injury (30 Property Damage Only, 2 Other Visible Injury, 8 Complaint of Pain). The review process resulted in a final database of 3,030 records. Database Construction The 3,030 collision records were further reviewed to identify and separate records resulting in an injury from those that resulted in property damage only (PDO). A total of 1,683 injury collision records were obtained for the five-year study period, including 108 severe or fatal injury collisions. The 1,683 spatially referenced injury collision records were assigned to one of two location categories: intersection or mid-block. Location assignment was based on the intersection offset distance indicated in each record’s attributes. Collision points within 50 feet of an intersection node were categorized as intersection collisions. All remaining collisions were categorized as midblock Sept. 6, 2022 Item #8 67 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 2 collisions. This approach takes into consideration the influence intersection characteristics may have on records within this distance. The 50’ offset distance is within the threshold identified by Caltrans’ Highway Safety Improvement Program (HSIP), which permits collisions up to 250’ from an intersection to be used in the determination of Benefit/Cost ratios for intersection countermeasures. Figure 1.1 provides a crash tree overview of the 1,683 collisions, depicting the location type and mode, as well as number of severe injury or fatal collisions for each mode. Other City maintained transportation datasets, including travel lanes, traffic signals, posted speed limits, and traffic volumes were utilized in tandem with aerial imagery to populate roadway characteristics and infrastructure data within the 1,683 spatially referenced collision records. SANDAG’s Transportation Forecast Information Center (TFIC) Series 14 Base Year 2016 data was also referenced for additional traffic volume estimates. The type of traffic control and size of intersection (based on number of through-lanes in the approaching roadways) were collected and attributed to the location of each intersection collision. Posted speed limit, number of travel lanes, median presence, and average daily traffic volumes attributed for each midblock collision. Collisions by Year Figure 1.2 displays collisions by mode for each of five study years. Collisions for bikes, vehicles, and total for all modes combined peaked in 2016. The yearly comparison does not yield any discernable patterns, with collisions for each mode increasing and decreasing over the five-year period. Pedestrian collisions ranged from a low of 23 collisions in 2018 to a high of 31 collisions in 2019. Bicycle collisions ranged from a low of 24 collisions in 2019 to a high of 47 collisions in 2016. Vehicular collisions ranged from a low of 246 collisions in 2017 to a high of 319 collisions in 2016. Data from 2020 was not included in this analysis as it was incomplete when the project was initiated. Additionally, travel patterns in 2020 were an anomaly due to the COVID-19 pandemic. However, discussions with local law enforcement indicated an increase in bicycle-involved collisions – particularly electric bikes (e-bikes). Additional anecdotes indicate e-bike use has experienced rapid growth in 2020 and 2021, enabling people to travel further distances and more easily traverse the varying topography present across Carlsbad. Figure 1.3 shows collisions by year and level of injury severity. Combined, severe and fatal injuries ranged between 5% of all collisions in 2015 to 8% in 2019. The increase in severe/fatal injury collisions does trend with increases in pedestrian or bicycle collisions, or total collisions for all modes combined. Sept. 6, 2022 Item #8 68 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 3 Figure 1.1 - Citywide Crash Tree (2015 – 2019) Sept. 6, 2022 Item #8 69 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 4 Figure 1.2 - Collisions by Year and Mode (2015 – 2019) Figure 1.3 - Collisions by Year and Level of Injury Severity (2015 – 2019) 24 26 25 23 3134473936 24 276 319 246 266 267 334 392 310 325 322 0 50 100 150 200 250 300 350 400 450 2015 2016 2017 2018 2019 Pedestrian Bicycle Vehicle-Only Total 168 219 161 173 163148151 127 132 133 14 18 18 15 22 4 4 4 5 4 0 50 100 150 200 250 2015 2016 2017 2018 2019 Complaint of Pain Other Visible Injury Severe Injury Fatal Sept. 6, 2022 Item #8 70 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 5 1.2 Key Findings Pedestrian Collisions During the five-year study period, 129 pedestrian collisions were reported, most frequently at intersection locations (62% or 80/129). Intersection collisions were most reported at signalized locations (43 collisions), followed by side-street stop-controlled intersections (28 collisions), with the remaining nine collisions reported at uncontrolled intersections, all-way stop controlled intersections, and roundabout locations. Severe injury and fatal collisions accounted for 19% of pedestrian- involved collisions, the highest rate of all three travel modes. Drivers were more commonly found to be at-fault for intersection collisions, largely while making left- turns. The following locations experienced multiple driver at-fault collisions:  Carlsbad Village Drive & Roosevelt Street (signalized) (4 collisions)  Carlsbad Boulevard & Hemlock Avenue (side-street stop-controlled) (4 collisions)  Carlsbad Village Drive & Harding Street (signalized) (3 collisions)  Grand Avenue & Roosevelt Street (signalized) (3 collisions)  Carlsbad Boulevard & Oak Avenue (side-street stop-controlled) (2 collisions) Pedestrians were the leading party at-fault at mid-block collisions, which accounted for 14 of the 24 severe injury/fatal collisions. Three of the pedestrian at-fault mid-block collisions were concentrated along Paseo Del Norte, 860’ to 1,000’ south of Palomar Airport Road. Two violation codes accounted for over half of the 129 pedestrian-involved collisions:  21950(a) – The driver of a vehicle shall yield the right-of-way to a pedestrian crossing the roadway within any marked crosswalk or within any unmarked crosswalk at an intersection, except as otherwise provided - 38 collisions, including 2 severe injuries/fatal.  21954(a) – Every pedestrian upon a roadway at any point other than within a marked crosswalk or within an unmarked crosswalk at an intersection shall yield the right-of-way to all vehicles upon the roadway so near as to constitute an immediate hazard - 32 collisions, including 11 severe injuries/fatal. Violation 21954(a) accounted for 25% of all injury collisions, yet 46% of severe injury/fatal collisions. Bicycle Collisions Bicycle-involved collisions were most frequently reported at mid-block locations (59% or 106 of the 180 records), including the only two fatalities and 12 of the 16 severe injury collisions. Similar to pedestrian collisions, drivers were more commonly at-fault when bicycle collisions occurring at signalized intersections (61% or 20 of the 33 signalized intersection collisions where fault was assigned) while bicyclists were more commonly at-fault with mid-block collisions (72% or 59 of the 82 mid-block collisions where fault was assigned). The intersection of Carlsbad Boulevard & Poinsettia Lane was the only signalized intersection where multiple bicyclist at-fault collisions (2) were reported. Two signalized intersections experienced multiple collisions where the driver was at-fault are:  Carlsbad Boulevard & Cerezo Drive (3 collisions)  La Costa Avenue & Piraeus Street (2 collisions) Sept. 6, 2022 Item #8 71 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 6 Driver at-fault collisions most often occurred when the driver was making a right-turn (17 collisions). The most frequent bicyclist movement reported for bicyclist at-fault collisions was proceeding straight (66 collisions). Two violation codes accounted for 43% the 180 bicycle-involved collision records:  22107 – No person shall turn a vehicle from a direct course or move right or left upon a roadway until such movement can be made with reasonable safety… - 39 collisions, including 2 severe injuries/fatal.  22350 – Unsafe speed for prevailing conditions - 38 collisions, including 4 severe injuries/fatal. Vehicular Collisions The 1,374 vehicular collisions were closely split between intersections (53%) and mid-block (47%) locations. Approximately 60% of the severe injury/fatal collisions were reported at mid-block locations, and largely concentrated along Carlsbad Boulevard (14 collisions), followed by Palomar Airport Road (4 collisions) and Rancho Santa Fe Road (4 collisions). Among the 724 intersection collisions, signalized locations accounted for 78% of all injury collisions and 59% of severe injury/fatal collisions at intersections. Rear-End and Broadside collisions were the most frequent crash types for all injuries, accounting for 37% and 29% of vehicular collisions, respectively. The leading crash type for severe injury/fatal collisions was Hit Object, assigned to 21 of the 66 collisions. Hit Object collisions resulting in a severe injury or fatal conditions were due to unsafe speeds (8 collisions), driving under the influence (6 collisions), improper turning (6 collisions), and other improper driving (1 collision). Violation code 22350, unsafe speed for prevailing conditions, was the most frequent code cited for all vehicular collisions (488 collisions) and the most frequent for severe injury/fatal collisions (21 collisions). Violation code 22107, failing to turn safely, and violation 23152(a), driving under the influence of alcohol, represent higher shares of severe/fatal injury collisions (15% and 17%, respectively) than they do for all injury collisions (9% and 7%, respectively). Systemic Collision Matrices Systemic collision matrices were created for intersection and mid-block locations to help identify characteristics related to behaviors and roadway environments where collisions were most prevalent. For intersections, broadside collisions were the most frequent crash type reported, largely due to the driver’s failure to stop at the limit line. These collisions were most common at signalized intersections with four- or six-lane approaches on at least one of the two intersecting roads. The mid-block collision matrix depicted collision concentrations within the rear end crash type due to the unsafe speed violation code. These collisions most often occurred along roadways with a posted speed limit of 50 mph or greater and four to six lanes. Sept. 6, 2022 Item #8 72 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 7 2.0 Pedestrian Collisions A total of 129 pedestrian-involved collisions were reported and reviewed in this section. Figure 2.1 and Table 2.1 display injury severity by roadway location for the 129 pedestrian-involved collisions. 62% of the collisions were reported as occurring at an intersection (80/129), including 43 records at signalized intersections and 28 at side-street stop-controlled intersections. Six collisions resulted in a fatality, split evenly among signalized intersections, stop-controlled intersections, and mid-block locations. Severe injury/fatal collisions combined were concentrated at mid-block locations (14/24), accounted for 19% of pedestrian-involved collisions, the highest of all three travel modes. Figure 2.1 - Pedestrian Collision Injury Severity by Roadway Location Table 2.1 - Pedestrian Collision Injury Severity by Roadway Location Location Signalized Intersection All-Way Stop- Controlled Intersection Side-Street Stop- Controlled Intersection Roundabout Uncontrolled Intersection Mid- Block Total Complaint of Pain 15 1 8 - 2 8 34 Other Visible Injury 23 3 15 1 2 27 71 Severe Injury 3 - 3 - - 12 18 Fatal 2 - 2 - - 2 6 Total 43 4 28 1 4 49 129 15 1 8 2 8 23 3 15 1 2 27 3 3 12 2 2 2 0 5 10 15 20 25 30 Signalized Intersection All-Way Stop- Controlled Intersection Side-Street Stop- Controlled Intersection Roundabout Uncontrolled Intersection Mid-Block Complaint of Pain Other Visible Injury Severe Injury Fatal Sept. 6, 2022 Item #8 73 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 8 Figure 2.2 displays the party at-fault by roadway location. Drivers were largely reported as the party at-fault for collisions occurring at intersections (71% or 55 of the 77 records where fault was assigned), with the greatest share occurring at signalized intersections (80% or 32 of the 40 records where fault was assigned). The following signalized intersections experienced multiple pedestrian- involved collisions where the driver was reported as at-fault:  Carlsbad Village Drive & Roosevelt Street (4 collisions)  Carlsbad Village Drive & Harding Street (3 collisions)  Grand Avenue & Roosevelt Street (3 collisions) The following side-street stop-controlled intersections experienced multiple pedestrian-involved collisions where the driver was reported as at-fault:  Carlsbad Boulevard & Hemlock Avenue (4 collisions)  Carlsbad Boulevard & Oak Avenue (2 collisions) Pedestrians were the leading party at-fault at mid-block locations (60% or 28 of the 46 records where fault was assigned). Three of the 28 pedestrian at-fault mid-block collisions were reported on Paseo Del Norte ranging from 860’ to 1,000’ south of Palomar Airport Road. Corridors with multiple pedestrian at-fault mid-block collisions include:  El Camino Real (4 collisions)  Palomar Airport Road (3 collisions)  Carlsbad Boulevard (3 collisions)  Carlsbad Village Drive (3 collisions)  Grand Avenue (2 collisions) Figure 2.2 - Pedestrian Collision Party at-Fault by Roadway Location 32 3 17 3 17 1 8 1 11 1 1 28 3 3 0 5 10 15 20 25 30 35 Signalized Intersection All-Way Stop- Controlled Intersection Side-Street Stop- Controlled Intersection Roundabout Uncontrolled Intersection Mid-Block Driver Bicyclist Pedestrian No Fault Assigned Sept. 6, 2022 Item #8 74 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 9 Pedestrian collision causes by roadway location are shown in Table 2.2. Pedestrian Violation was reported as the primary collision cause for 38% of all pedestrian-involved collisions, with 57% of the records reported at mid-block locations. Pedestrian Right-of-Way Violations were the second most frequent cause (31% of collisions), and the leading signalized intersection collision cause. Pedestrian Violations were also the leading cause for collisions resulting in a severe injury or fatality, reported for 16 of those 24 collisions. Violation of a Pedestrian’s Right-of-Way and Improper Turning were the only other causes attributed to multiple severe/fatal injury collisions, with two records each. Driving Under Influence of Alcohol was reported as the cause for the one remaining fatal collision. Table 2.2 - Pedestrian Collision Cause by Roadway Location Cause Signalized Intersection All-Way Stop- Controlled Intersection Side-Street Stop- Controlled Intersection Roundabout Uncontrolled Intersection Mid- Block Total Pedestrian Violation 7 (1S; 1F) 1 11 (2S; 1F) 1 1 28 (9S; 2F) 49 Ped R/W Violation 20 3 12 (1S; 1F) - - 5 40 Unsafe Speed 2 - 2 - - 3 7 Improper Turning 2 (1S) - 1 - - 2 (1S) 5 Traffic Signals and Signs 3 - 1 - - 1 5 Driving Under Influence of Alcohol 1 (1F) - 1 - - 2 4 Unsafe Starting or Backing 2 (1S) - - - 1 1 4 Other Improper Driving 2 - - - - 2 4 Unknown 1 - - - 1 1 3 Other Hazardous Movement 1 - - - - 2 (1S) 3 Auto R/W Violation 1 - - - 1 - 2 Not Stated 1 - - - - - 1 Unsafe Lane Change - - - - - 1 (1S) 1 Other Than Driver - - - - - 1 1 Total 43 4 28 1 4 49 129 S = Severe; F = Fatal Sept. 6, 2022 Item #8 75 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 10 Table 2.3 presents the violation codes by level of injury severity. Figure 2.3 compares violation codes for severe injury and fatal collisions to the violations assigned to all pedestrian injury collisions. The violation code with the highest number of collisions assigned (32) was 21950(a), the driver failing to yield the right-of-way to a pedestrian crossing the roadway. The most frequent violation code among severe injury and fatal collisions (11) was 21954(a), pedestrians failing to yield the right-of-way vehicles outside a crosswalk. Table 2.3 - Pedestrian Collision Violation Code by Injury Severity Violation Code Definition1 Complaint of Pain Other Visible Injury Severe Injury Fatal Total 21950(a) The driver of a vehicle shall yield the right-of-way to a pedestrian crossing the roadway within any marked crosswalk or within any unmarked crosswalk at an intersection, except as otherwise provided. 17 19 1 1 38 21954(a) Every pedestrian upon a roadway at any point other than within a marked crosswalk or within an unmarked crosswalk at an intersection shall yield the right-of-way to all vehicles upon the roadway so near as to constitute an immediate hazard. 6 15 8 3 32 22350 Unsafe speed for prevailing conditions. 4 3 - - 7 21950(b) No pedestrian may suddenly leave a curb or other place of safety and walk or run into the path of a vehicle that is so close as to constitute an immediate hazard. 1 3 2 1 7 22107 No person shall turn a vehicle from a direct course or move right or left upon a roadway until such movement can be made with reasonable safety… - 3 2 - 5 22106 No person shall start a vehicle stopped, standing, or parked on a highway, nor shall any person back a vehicle on a highway until such movement can be made with reasonable safety. 1 2 1 - 4 21453(a) A driver facing a steady circular red signal alone shall stop at a marked limit line, but if none, before entering the crosswalk on the near side of the intersection or, if none, then before entering the intersection, and shall remain stopped until an indication to proceed is shown, except as provided in subdivision (b). - 3 - - 3 Other/Not Stated 5 23 4 1 33 Total 34 71 18 6 129 Note: 1 Violation Code definition obtained from California Department of Motor Vehicles 2015 California Vehicle Code. Sept. 6, 2022 Item #8 76 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 11 Figure 2.3 - Pedestrian Collision Violation Code Comparison Note: Violation Code definitions are provided in Table 2-3 Pedestrian action by injury severity is shown in Table 2.4. The most frequent pedestrian action identified was Crossing in Crosswalk at Intersection with 47 records. However, In Road and Crossing Not in Crosswalk were reported as having the highest number of severe injuries and fatalities, with eight records each. Table 2.4 - Pedestrian Action by Injury Severity Pedestrian Action Complaint of Pain Other Visible Injury Severe Injury Fatal Total Crossing In Crosswalk At Intersection 14 27 5 1 47 In Road 6 19 7 1 33 Crossing Not In Crosswalk 7 13 5 3 28 Not Stated 3 6 - - 9 Crossing In Crosswalk Not At Intersection 3 2 - 1 6 Not In Road 1 4 1 - 6 Total 34 71 18 6 129 21950(a) - Driver failed to yield; 30% 21954(a) -Ped failed to yield; 25% 22350 -Unsafe speed; 5% 21950(b) - Pedestrian hazard; 5% 22107 -Unsafe driver movement; 4% 22106 -Unsafe driver start; 3% 21453(a) -Driver failed to stop; 2% Other/Not Stated; 26% All Injury Collisions 21950(a) -Driver failed to yield; 8% 21954(a) -Ped failed to yield; 46%21950(b) -Pedestrian hazard; 13% 22107 -Unsafe driver movement; 8% 22106 -Unsafe driver start; 4% Other/Not Stated; 21% Severe/Fatal Injury Collisions Sept. 6, 2022 Item #8 77 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 12 Table 2.5 displays the driver movement for the 55 pedestrian-involved collisions reported at intersections where the driver was the party at-fault. Drivers Making Left-Turn was the most frequently reported movement, largely concentrated at signalized intersections. Four of the 14 Making Left-Turn movements at signalized intersections were reported at the intersection of Carlsbad Village Drive and Roosevelt Street. Table 2.5 - Driver at-Fault Pedestrian Intersection Collisions by Driver Movement Driver Movement Signalized Intersection All-Way Stop- Controlled Intersection Side-Street Stop-Controlled Intersection Uncontrolled Intersection Total Making Left-Turn 14 2 3 - 19 Making Right-Turn 9 4 - - 13 Proceeding Straight 3 9 - 1 13 Not Stated 3 1 - 1 5 Backing 2 - - 1 3 Slowing/Stopping 1 - - - 1 Other - 1 - - 1 Total 17 17 3 3 55 Figure 2.4 presents pedestrian collision injury severity by lighting. 76 of the pedestrian-involved collisions occurred during daylight, including one collision resulting in a fatality and 8 collisions resulting in severe injury. Dark with Street Lights was the second leading category, representing 40 of the 129 of pedestrian-involved collisions. Four fatalities and 5 severe injury collisions occurred under Dark with Street Lights conditions. Another fatality occurred under Dark with No Street Lights conditions at the signalized intersection of Jefferson St and Las Flores Dr. Figure 2.4 - Pedestrian Collision Injury Severity by Lighting 21 12 1 46 19 2 4 8 5 3 1 1141 0 5 10 15 20 25 30 35 40 45 50 Daylight Dark - Street Lights Dark - No Street Lights Dusk - Dawn Dark - Street Lights NotFunctioning Complaint of Pain Other Visible Injury Severe Injury Fatal Sept. 6, 2022 Item #8 78 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 13 Pedestrian collisions by time of day are shown in Figure 2.5. Traditional peak commute hours are noticeable when looking at the hourly distribution of pedestrian-involved collisions occurring in the morning (7:00AM – 9:00AM). Peaks in the afternoon and nighttime are shown during the 2:00PM hour, 4:00PM hour and 9:00PM hour. 72% of the pedestrian-involved collisions were reported on weekdays. Peaks on weekends are shown during the 6:00PM hour and 9:00PM to 11:00PM hours. Figure 2.5 - Pedestrian Collisions by Time of Day The age and gender of the pedestrians involved in collisions are shown in Figure 2.6. Over two-thirds of pedestrians were identified as males. The 18-29 age group experienced the greatest number of collisions, followed by 30-39, and 17 or less. Collision causes and party-at-fault assignments for the different age groups trended closely with the findings for all pedestrians. Figure 2.6 - Pedestrian Collisions by Age & Gender 0 1 2 3 4 5 6 7 8 9 10 12 AM1 AM2 AM3 AM4 AM5 AM6 AM7 AM8 AM9 AM10 AM11 AM12 PM1 PM2 PM3 PM4 PM5 PM6 PM7 PM8 PM9 PM10 PM11 PMWeekday Weekend 3 8 4 2 7 3 7 11 9 15 10 6 4 6 6 23 0 5 10 15 20 25 17 or Less18-2930-3940-4950-5960-6970 orMoreUnknownFemale Male Sept. 6, 2022 Item #8 79 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 14 Figure 2.7 presents level of sobriety/impairment by part-at-fault for pedestrian collisions. The influence of alcohol or drugs was reported for 13 collisions, including six collisions where the driver was assigned fault and six collisions where the pedestrian was assigned fault. Figure 2.7 - Pedestrian Collision Sobriety by Party-at-Fault Figure 2.8 identifies if a cell phone was in use by the party-at-fault for pedestrian-involved collisions. As shown, cell phone use was reported as a factor for three collisions, including two instances by the driver and one by the pedestrian. Figure 2.8 - Pedestrian Collisions by Cell Phone Use Where Fault Was Assigned 1 1 1 5 13 48 1 3 6 8 31 1 1 3 6 0 10 20 30 40 50 Under Drug Influence Had Been Drinking - Not Under Influence Had Been Drinking - Impairment Unknown Had Been Drinking - Under Influence Impairment Not Known Not Stated / Had Not Been Drinking Driver Pedestrian No Fault Assigned 2 16 59 1 21 30 0 10 20 30 40 50 60 Cell Phone Handheld In Use Not Stated Cell Phone Not In Use Driver Pedestrian Sept. 6, 2022 Item #8 80 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 15 3.0 Bicycle Collisions A total of 180 bicycle-involved collisions were reported during the study period. Figure 3.1 and Table 3.1 display bicycle collision injury severity by roadway location. Combined, 10% (18 collisions) of the 180 bicycle-involved collisions resulted in a severe injury or fatal collision, the second highest severe injury/fatal rate of the three modes. Over half of bicycle-involved collisions (59% or 106 of the 180 records) were reported at mid-block locations, including the only two fatalities and 12 of the 16 severe injury collisions. The remining four severe injury collisions were reported at side-street stop-controlled intersections (three collisions) and signalized intersections (one collision). Of the 106 mid-block bicycle collisions, 90 collisions occurred along roadways with bike lanes and two along roadways with bike routes bike routes. Intersection collisions were closely split between signalized and side-street stop-controlled intersections, accounting for 19% and 17% of all bicycle-involved collisions, respectively. Bicycle facility presence was not reviewed at intersection locations due to the absence of facilities within the intersection. Figure 3.1 - Bicycle Collision Injury Severity by Roadway Location Table 3.1 - Bicycle Collision Injury Severity by Roadway Location Location Signalized Intersection All-Way Stop- Controlled Intersection Side-Street Stop- Controlled Intersection Roundabout Uncontrolled Intersection Mid- Block Total Complaint of Pain 11 1 11 - - 19 42 Other Visible Injury 22 2 17 2 4 73 120 Severe Injury 1 - 3 - - 12 16 Fatal - - - - - 2 2 Total 34 3 31 2 4 106 180 11 1 11 1922 2 17 2 4 73 1 3 12 2 0 10 20 30 40 50 60 70 80 SignalizedIntersection All-Way Stop-ControlledIntersection Side-Street Stop-ControlledIntersection Roundabout UncontrolledIntersection Mid-Block Complaint of Pain Other Visible Injury Severe Injury Fatal Sept. 6, 2022 Item #8 81 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 16 Figure 3.2 displays the party at-fault by roadway location. Drivers were more commonly at-fault during collisions occurring at signalized intersection locations (61% or 20 of the 33 signalized intersection collisions where fault was assigned). Bicyclists were more commonly at-fault during mid-block collisions (72% or 59 of the 82 mid-block collisions where fault was assigned). The intersection of Carlsbad Boulevard & Poinsettia Lane was the only signalized intersection where multiple bicyclist at-fault collisions (2) were reported. Two signalized intersections experienced multiple collisions where the driver was at-fault:  Carlsbad Boulevard & Cerezo Drive (3 collisions)  La Costa Avenue & Piraeus Street (2 collisions) Of the 14 severe injury/fatal collisions that occurred at mid-block locations, seven were reported as bicyclist at-fault, five as driver at-fault, and no fault assigned for the remaining two. Five of those seven bicyclist at-fault collisions occurred along Carlsbad Boulevard, due to unsafe speeds, unsafe turning movements, or following too closely. The most frequent driver movements reported for the 69 driver at-fault collisions include:  Making right-turn (17 collisions)  Making left-turn (8 collisions)  Proceeding straight (5 collisions)  Other (ex., backing, entering traffic, U-turn, other) (6 collisions) The most frequent bicyclist movements reported for the 93 bicyclist at-fault collisions include:  Proceeding straight (66 collisions)  Changing lanes (8 collisions)  Making left-turn (5 collisions)  Other (ex., right-turn, merging, wrong way, slowing/stopping, other) (14 collisions) Figure 3.2 - Bicycle Collision Party at-Fault by Roadway Location 20 1 14 1 33 13 2 14 2 3 59 1 3 14 0 10 20 30 40 50 60 70 Signalized Intersection All-Way Stop- Controlled Intersection Side-Street Stop- Controlled Intersection Roundabout Uncontrolled Intersection Mid-Block Driver Bicyclist No Fault Assigned Sept. 6, 2022 Item #8 82 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 17 Bicycle collision causes by roadway location are shown in Table 3.2. Improper Turning was the leading collision cause, cited for 22% of all bicycle collisions, including three severe injuries which all occurred in mid-block. Improper turning collisions were split amongst mid-block (22 collisions) and intersection (18 collisions) environments. Unsafe Speed was the second leading cause overall (38 collisions) and the leading cause for severe injury/fatal collisions (4 collisions) which again all occurred in mid-block. Table 3.2 - Bicycle Collision Cause by Roadway Location Cause Signalized Intersection All-Way Stop-Controlled Intersection Side-Street Stop-Controlled Intersection Roundabout Uncontrolled Intersection Mid- Block Total Improper Turning 11 1 5 - 1 22 (3S) 40 Unsafe Speed 2 1 5 - 1 29 (4S) 38 Auto R/W Violation 4 - 6 - 2 8 (1S) 20 Unknown - - 3 (2S) - - 12 (2S) 15 Other Hazardous Movement 1 - 4 - - 8 13 Traffic Signals and Signs 9 (1S) 1 2 - - 1 13 Unsafe Lane Change - - - - - 7 (2F) 7 Wrong Side of Road 2 - 2 - - 3 7 Following Too Closely - - - 1 - 4 (1S) 5 Unsafe Starting or Backing - - 2 - - 3 5 Other Than Driver - - 1 (1S) - - 4 (1S) 5 Other Improper Driving 1 - - 1 - 2 4 Driving Under Influence 1 - - - - 2 3 Improper Passing 2 - - - - 1 3 Lights - - 1 - - - 1 Ped R/W Violation 1 - - - - - 1 Total 34 3 31 2 4 106 180 S = Severe; F = Fatal Sept. 6, 2022 Item #8 83 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 18 Of the 180 bicycle collisions, 65 did not involve a motor vehicle (36%). Figure 3.3 identifies the additional objects involved in collisions with the bicyclists. The leading category for non-motor vehicle bicycle collisions were identified as “non-collisions” or overturned bicyclists, accounting for 17 of the 65 collisions. 32 of the 65 collisions resulted from the bicyclist travelling at an unsafe speed, including 10 of the 17 non-collision records. Other leading causes include “unknown” (11 records), improper turning (7 records), and other improper driving (4 records). Figure 3.3 - Bicycle Collisions without a Motor Vehicle by Object Involved With Table 3.3 presents violation codes by injury severity. Figure 3.4 compares violation codes for severe injury and fatal collisions to all injury collisions. Consistent with the collision causes, the most frequent violation code reported for bicycle-involved collisions was 22107, failing to turn properly (39 collisions). Unsafe speed was the second leading violation code, with 38 collisions reported, and leading code for severe/fatal injury collisions. 8 11 13 16 17 0 2 4 6 8 10 12 14 16 18 20 Parked Vehicle Fixed Object Other Object Bicycle Non-Collision Sept. 6, 2022 Item #8 84 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 19 Table 3.3 - Bicycle Collision Violation Code by Injury Severity Violation Code Definition1 Complaint of Pain Other Visible Injury Severe Injury Fatal Total 22107 No person shall turn a vehicle from a direct course or move right or left upon a roadway until such movement can be made with reasonable safety… 11 26 2 - 39 22350 Unsafe speed for prevailing conditions. 7 27 4 - 38 21801(a) The driver of a vehicle intending to turn to the left or to complete a U-turn upon a highway, or to turn left into public or private property, or an alley, shall yield the right-of-way to all vehicles approaching from the opposite direction which are close enough to constitute a hazard at any time during the turning movement, and shall continue to yield the right-of-way to the approaching vehicles until the left turn or U- turn can be made with reasonable safety. 3 8 1 - 12 21453(a) A driver facing a steady circular red signal alone shall stop at a marked limit line, but if none, before entering the crosswalk on the near side of the intersection or, if none, then before entering the intersection, and shall remain stopped until an indication to proceed is shown, except as provided in subdivision (b). 3 4 1 - 8 21658(a) Whenever any roadway has been divided into two or more clearly marked lanes for traffic in one direction, the following rules apply: (a) A vehicle shall be driven as nearly as practical entirely within a single lane and shall not be moved from the lane until such movement can be made with reasonable safety. - 5 - 2 7 21650.1 A bicycle operated on a roadway, or the shoulder of a highway, shall be operated in the same direction as vehicles are required to be driven upon the roadway. 2 4 - - 6 22106 No person shall start a vehicle stopped, standing, or parked on a highway, nor shall any person back a vehicle on a highway until such movement can be made with reasonable safety. 4 1 - - 5 21703 The driver of a motor vehicle shall not follow another vehicle more closely than is reasonable and prudent, having due regard for the speed of such vehicle and the traffic upon, and the condition of, the roadway. 1 3 1 - 5 Other/Not Stated 11 42 7 0 60 Total 42 120 16 2 180 Note: 1 Violation Code definition obtained from California Department of Motor Vehicles 2015 California Vehicle Code. Sept. 6, 2022 Item #8 85 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 20 Figure 3.4 - Bicycle Collision Violation Code Comparison Note: Violation Code definitions are provided in Table 3-3. Table 3.4 displays the driver and bicyclist movements preceding each collision. Proceeding Straight was the leading bicycle movement reported, assigned to 142 of the 180 collisions. Driver movements were led by Proceeding Straight, Making Right-Turn, and Making Left-Turn movements. Table 3.4 - Bicycle-Vehicle Collisions by Movement Driver Movement Proceeding Straight Other/Not Stated Making Right-Turn Making Left-Turn Parked Stopped In Road Making U-Turn Backing Slowing/Stopping Changing Lanes Entering Traffic Merging Other Unsafe Turning Parking Maneuver Ran Off Road Traveling Wrong Way Total Bike Movement Proceeding Straight 34 35 27 15 9 7 5 3 2 1 - 1 1 1 1 - 142 Changing Lanes 7 1 - - - - - - 1 1 - - - - - - 10 Making Left-Turn 4 3 - - - - - - - - - - - - - - 7 Making Right-Turn 3 2 1 - - - - - - - - - - - - - 6 Traveling Wrong Way 2 - 1 - - - - - - - - - - - - 1 4 Other/Not Stated 1 2 - - - - - - - - - - - - - - 3 Entering Traffic 1 - - - - - - - - - 1 - - - - - 2 Slowing/Stopping - 1 1 - - - - - - - - - - - - - 2 Merging - 1 - - - - - - - - - - - - - - 1 Other Unsafe Turning 1 - - - - - - - - - - - - - - - 1 Passing Other Vehicle - - 1 - - - - - - - - - - - - - 1 Ran Off Road - 1 - - - - - - - - - - - - - - 1 Total 53 46 31 15 9 7 5 3 3 2 1 1 1 1 1 1 180 21801(a) -Failure to yield; 7% 21453(a) -Driver failed to stop; 4% 21658(a) - Unsafe lane change; 4% 21650.1 - Bicycle wrong way; 3% 22106 - Unsafe driver start; 3% 21703 - Following too closely; 3% Other/Not Stated; 33% 22107 -Unsafe driver movement; 22% 22350 - Unsafe speed; 21% All Injury Collisions 21801(a) -Failure to yield; 5%21453(a) -Driver failed to stop; 6% 21658(a) -Unsafe lane change; 11% 21703 -Following too closely; 6% Other/Not Stated; 39% 22107 - Unsafe driver movement; 11% 22350 -Unsafe speed; 22% Severe/Fatal Injury Collisions Sept. 6, 2022 Item #8 86 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 21 Figure 3.5 presents bicycle collisions by time of day. Approximately 70% of the collisions were reported on weekdays. Weekday collisions peak during the 12:00PM to 1:00PM hour. Additional weekday collision spikes are noticeable during hours that may coincide with work and/or school commutes (9:00AM, 2:00PM, 3:00PM, and 6:00PM). Weekend collisions are more concentrated during the late morning and early afternoon hours between 10:00AM and 2:00PM. Figure 3.5 - Bicycle Collisions by Time of Day Figure 3.6 displays bicyclist collisions by age and gender. When compared to the pedestrian records, bicyclist ages tend to track older, concentrated among the 40 to 69 age groups. Men represented approximately 83% of bicyclists reported. This information may be useful for targeting educational programs for specific demographics. Figure 3.6 - Bicycle Collisions by Age & Gender 0 2 4 6 8 10 12 14 16 12 AM1 AM2 AM3 AM4 AM5 AM6 AM7 AM8 AM9 AM10 AM11 AM12 PM1 PM2 PM3 PM4 PM5 PM6 PM7 PM8 PM9 PM10 PM11 PMWeekday Weekend 4 4 2 10 8 2 0 3 14 14 18 21 29 24 5 31 0 5 10 15 20 25 30 35 17 or Less18-2930-3940-4950-5960-6970 orMoreUnknownFemale Male Sept. 6, 2022 Item #8 87 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 22 Figure 3.7 presents level of sobriety/impairment by part-at-fault for bicycle collisions. The influence of alcohol or drugs was reported for four collisions, including three collisions where the driver was assigned fault and one collision where the bicyclist was assigned fault. Figure 3.7 - Bicycle Collision Sobriety by Party-at-Fault Figure 3.8 identifies if a cell phone was in use by the party-at-fault for bicycle-involved collisions. As shown, handsfree cell phones were reported for three collisions, including two instances by the driver and one by the bicyclist. Figure 3.8 - Bicycle Collisions by Cell Phone Use Where Fault Was Assigned 1 2 8 59 4 1 2 7 85 11 0 10 20 30 40 50 60 70 80 90 Under Drug Influence Had Been Drinking - Not Under Influence Had Been Drinking - Impairment Unknown Had Been Drinking - Under Influence Impairment Not Known Not Stated / Had Not Been Drinking Driver Bicyclist No Fault Assigned 2 53 14 1 64 34 0 10 20 30 40 50 60 70 Cell Phone Handsfree In Use Cell Phone Not In Use Not Stated Driver Bicyclist Sept. 6, 2022 Item #8 88 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 23 4.0 Vehicular Collisions A total of 1,374 vehicle-involved injury collisions are included in this analysis. This section excludes collisions involving pedestrians and bicycles. Figure 4.1 and Table 4.1 display vehicular collision injury severity by roadway location. Collisions were closely split between intersections (53%) and mid- block locations (47%). Approximately 60% of the severe injury/fatal collisions were reported at mid-block locations, and largely concentrated along Carlsbad Boulevard (14 collisions), followed by Palomar Airport Road (4 collisions) and Rancho Santa Fe Road (4 collisions). Among the 724 intersection collisions, signalized locations accounted for 78% of all injury collisions and 59% of severe injury/fatal collisions. Figure 4.1 - Vehicular Collision Injury Severity by Roadway Location Table 4.1 - Vehicular Collision Injury Severity by Roadway Location Location Signalized Intersection All-Way Stop- Controlled Intersection Side-Street Stop- Controlled Intersection Roundabout Uncontrolled Intersection Mid- Block Total Complaint of Pain 345 9 67 5 6 376 808 Other Visible Injury 204 3 48 8 2 235 500 Severe Injury 14 1 7 - 2 29 53 Fatal 2 - - - 1 10 13 Total 565 13 122 13 11 650 1,374 345 9 67 5 6 376 204 3 48 8 2 235 14 1 7 2 29 2 1 10 0 50 100 150 200 250 300 350 400 Signalized Intersection All-Way Stop- Controlled Intersection Side-Street Stop- Controlled Intersection Roundabout Uncontrolled Intersection Mid-Block Complaint of Pain Other Visible Injury Severe Injury Fatal Sept. 6, 2022 Item #8 89 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 24 Table 4.2 displays crash type by roadway location. Rear-End collisions were the most common vehicular crash type overall (37%), and the leading crash type at mid-block locations (50%). Broadside collisions were the most frequent crash type at all intersection locations combined, and the leading crash type at all intersection control types individually other than roundabouts. Table 4.2 - Vehicular Collision Crash Type by Roadway Location Crash Type Signalized Intersection All-Way Stop-Controlled Intersection Side-Street Stop-Controlled Intersection Roundabout Uncontrolled Intersection Mid- Block Total Rear-End 148 3 30 - 1 328 510 Broadside 266 6 56 1 5 68 402 Hit Object 24 1 8 3 1 105 142 Sideswipe 31 - 8 1 1 73 114 Head-On 62 1 11 4 3 23 104 Other/Not Stated 20 2 5 1 0 27 55 Overturned 14 - 4 3 - 26 47 Total 565 13 122 13 11 650 1,374 Table 4.3 presents crash types by injury severity. The leading crash type for severe injury/fatal collisions was Hit Object, assigned to 21 of the 66 collisions. Hit Object collisions resulting in a severe or fatal injury were due to unsafe speeds (8 collisions), driving under the influence (6 collisions), improper turning (6 collisions) and other improper driving (1 collision). Hit Object collisions were most common at mid-block locations (16 of the 21 collisions). No locations experienced multiple severe injury/fatal Hit Object collisions. Broadside collisions were the second most frequent crash type for severe/fatal injuries, reported for 18 records. No locations experienced multiple severe injury/fatal Broadside collisions, however, four unique intersections along El Camino Real and three along Palomar Airport Road were identified. Nine percent of Overturned collisions resulted in a severe injury or fatality, the highest rate of any crash type, followed by Hit Object collisions at 7%. Table 4.3 - Vehicular Collision Crash Type by Injury Severity Crash Type Complaint of Pain Other Visible Injury Severe Injury Fatal Total Rear-End 371 129 8 2 510 Broadside 233 151 15 3 402 Hit Object 49 72 15 6 142 Sideswipe 69 40 4 1 114 Head-On 49 51 4 - 104 Other/Not Stated 23 28 3 1 55 Overturned 14 29 4 - 47 Total 808 500 53 13 1,374 Sept. 6, 2022 Item #8 90 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 25 Vehicular collision causes are presented by roadway location in Table 4.4. Unsafe Speed was the most frequent collision cause reported for all locations combined (489 collisions), and the leading cause for mid-block collisions (317 collisions). Unsafe Speed was also the most frequent collision cause reported for severe/fatal injuries, accounting for 22 collisions, including 14 at mid-block locations. Failure to obey Traffic Signals and Signs was the second leading cause, reported for 240 collisions with 233 reported at signalized intersection locations including all seven severe injuries attributed to this cause. Approximately 13% of the 133 Driving Under the Influence collisions resulted in a severe/fatal injury, the highest rate of any cause. Driving Under Influence of Alcohol was the second most frequent cause reported for collisions resulting in a severe injury/fatal situation, accounting for 13 severe injury and 4 vehicular fatalities (one at a signalized intersection and 3 at midblock locations). Table 4.4 - Vehicular Collision Cause by Roadway Location Cause Signalized Intersection All-Way Stop- Controlled Intersection Side-Street Stop- Controlled Intersection Roundabout Uncontrolled Intersection Mid- Block Total Unsafe Speed 134 2 29 3 4 317 489 Traffic Signals and Signs 226 2 5 - - 7 240 Auto R/W Violation 50 4 47 1 5 44 151 Improper Turning 29 - 14 - 1 95 139 Driving Under Influence 40 2 12 9 1 69 133 Following Too Closely 14 1 4 - - 34 53 Unknown 32 - 3 - - 5 40 Unsafe Lane Change 3 - 1 - - 22 26 Other Than Driver 3 1 2 - - 15 21 Other Improper Driving 3 - 2 - - 15 20 Unsafe Starting or Backing 9 - - - - 9 18 Other Hazardous Movement 9 - 1 - - 6 16 Not Stated 6 1 1 - - 2 10 Wrong Side of Road 4 - - - - 6 10 Improper Passing 1 - 1 - - 2 4 Impeding Traffic - - - - - 2 2 Pedestrian Violation 2 - - - - - 2 Total 565 13 122 13 11 650 1,374 S = Severe; F = Fatal The topic of aggressive driving has received attention at the State level through the California Strategic Highway Safety Plan (2020 – 2024). The SHSP defines aggressive driving to include Sept. 6, 2022 Item #8 91 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 26 behaviors such as driving too fast, tailgating, running traffic signals and signs, and other reckless driving maneuvers as determined by the reporting officer. Approximately 782 of the 1,374 vehicular- only collisions (57%) were related to aggressive driving, including 29 of the 66 (44%) collisions resulting in a severe/fatal injury. Table 4.5 presents violation codes by injury severity. The top ten violation codes reported for vehicular collisions account for approximately 84% of all injury collisions. Figure 4.2 compares the violation codes for the severe injury and fatal collisions to the leading 10 violations (26 or more collisions) assigned to all vehicular collisions. Consistent with the collision causes reported in Table 4.4, violation 22350, unsafe speed for prevailing conditions, was the most frequent code cited for all vehicular collisions (488 collisions) and most frequent for severe/fatal injuries (21 collisions). Violation code 22107, failing to turn safely, and violation 23152(a), driving under the influence of alcohol, represent higher shares of severe/fatal injury collisions (15% and 17%, respectively) than they do for all injury collisions (9% and 7%, respectively). Combined, violation codes 22350, 22107, and 23152(a) account for 64% of all severe/fatal injury collisions. Focusing recommendations on these issues may help reduce collisions resulting in the greatest levels of injury severity. Figure 4.2 - Vehicular Collision Violation Code Comparison Note: Violation Code definitions are provided in Table 4-5. 22350 -Unsafe speed; 36% 21453(a) - Driver failed to stop; 16% 22107 -Unsafe driver movement; 9% 23152(a) - DUI; 7% 21703 - Following too closely; 4% 21801(a) - Failure to yield; 3% 21453(c) -Failure to stop red arrow; 3% 21804(a) -Failure to yield when entering traffic; 2% 21802(a) - Failure to yield stop sign; 2%21658(a) -Unsafe lane change; 2% Other/Not Stated; 16% All Injury Collisions 22350 -Unsafe speed; 32% 21453(a) -Driver failed to stop; 11% 22107 -Unsafe driver movement; 15% 23152(a) - DUI; 17% 21801(a) - Failure to yield; 1% 21453(c) - Failure to stop red arrow; 1% 21804(a) - Failure to yield when entering traffic; 3% 21658(a) - Unsafe lane change; 2% Other/Not Stated; 18% Severe/Fatal Injury Collisions Sept. 6, 2022 Item #8 92 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 27 Table 4.5 - Vehicular Collision Violation Code by Injury Severity Violation Code Definition1 Complaint of Pain Other Visible Injury Severe Injury Fatal Total 22350 Unsafe speed for prevailing conditions. 313 154 15 6 488 21453(a) A driver facing a steady circular red signal alone shall stop at a marked limit line, but if none, before entering the crosswalk on the near side of the intersection or, if none, then before entering the intersection, and shall remain stopped until an indication to proceed is shown, except as provided in subdivision (b). 128 87 7 - 222 22107 No person shall turn a vehicle from a direct course or move right or left upon a roadway until such movement can be made with reasonable safety… 57 58 8 2 125 23152(a) It is unlawful for a person who is under the influence of any alcoholic beverage to drive a vehicle. 33 57 8 3 101 21703 The driver of a motor vehicle shall not follow another vehicle more closely than is reasonable and prudent, having due regard for the speed of such vehicle and the traffic upon, and the condition of, the roadway. 43 10 - - 53 21801(a) The driver of a vehicle intending to turn to the left or to complete a U-turn upon a highway, or to turn left into public or private property, or an alley, shall yield the right- of-way to all vehicles approaching from the opposite direction which are close enough to constitute a hazard at any time during the turning movement, and shall continue to yield the right-of-way to the approaching vehicles until the left turn or U-turn can be made with reasonable safety. 24 22 1 - 47 21453(c) A driver facing a steady red arrow signal shall not enter the intersection to make the movement indicated by the arrow and, unless entering the intersection to make a movement permitted by another signal, shall stop at a clearly marked limit line, but if none, before entering the crosswalk on the near side of the intersection, or if none, then before entering the intersection, and shall remain stopped until an indication permitting movement is shown. 24 10 1 - 35 21804(a) The driver of any vehicle about to enter or cross a highway from any public or private property, or from an alley, shall yield the right-of-way to all traffic, as defined in Section 620, approaching on the highway close enough to constitute an immediate hazard, and shall continue to yield the right-of-way to that traffic until he or she can proceed with reasonable safety. 20 9 1 1 31 Sept. 6, 2022 Item #8 93 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 28 Table 4.5 - Vehicular Collision Violation Code by Injury Severity Violation Code Definition1 Complaint of Pain Other Visible Injury Severe Injury Fatal Total 21802(a) The driver of any vehicle approaching a stop sign at the entrance to, or within, an intersection shall stop as required by Section 22450. The driver shall then yield the right-of-way to any vehicles which have approached from another highway, or which are approaching so closely as to constitute an immediate hazard, and shall continue to yield the right-of-way to those vehicles until he or she can proceed with reasonable safety. 23 7 - - 30 21658(a) Whenever any roadway has been divided into two or more clearly marked lanes for traffic in one direction, the following rules apply: (a) A vehicle shall be driven as nearly as practical entirely within a single lane and shall not be moved from the lane until such movement can be made with reasonable safety. 16 9 1 - 26 Other/Not Stated2 127 77 11 1 216 Total 808 500 53 13 1,374 Source: California Department of Motor Vehicles, 2015 California Vehicle Code (2015) Notes: 1. Violation Code Definition obtained from California Department of Motor Vehicles 2015 California Vehicle Code. 2. This table identifies the ten most frequent violation codes reported for vehicular collisions. Remaining violation codes were grouped together as “Other/Not Stated”. Sept. 6, 2022 Item #8 94 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 29 Table 4.6 displays driver movements preceding each of the 66 severe injury or fatal collisions. The combination of reported movements accounting for the greatest number of severe injuries/fatalities occurred when both drivers proceeding straight, 16 of the 66 records. Eight of these 16 records were broadside collisions. Table 4.6 - Severe/Fatal Vehicle Collisions by Movement Vehicle 2 Movement Proceeding Straight Other/Not Stated Making Left-Turn Parked Stopped In Road Making U-Turn Slowing/Sopping Passing Other Vehicle Total Vehicle 1 Movement (party-at-fault) Proceeding Straight 16 18 4 4 3 - 1 1 47 Making Left-Turn 5 - - - - - - - 5 Other Unsafe Turning 1 3 - - - - - - 4 Changing Lanes 3 - - - - - - - 3 Making U-Turn 1 1 - - - 1 - - 3 Ran Off Road - 2 - - - - - - 2 Making Right-Turn - 1 - - - - - - 1 Passing Other Vehicle - - 1 - - - - - 1 Total 26 25 5 4 3 1 1 1 66 Figure 4.3 presents vehicle collisions by time of day. On weekdays, collision peaks are noticeable during traditional work and school commute hours. Weekend collisions are more concentrated within the afternoon hours. Figure 4.3 - Vehicle Collisions by Time of Day 0 10 20 30 40 50 60 70 80 90 100 12 AM1 AM2 AM3 AM4 AM5 AM6 AM7 AM8 AM9 AM10 AM11 AM12 PM1 PM2 PM3 PM4 PM5 PM6 PM7 PM8 PM9 PM10 PM11 PMWeekday Weekend Sept. 6, 2022 Item #8 95 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 30 Figure 4.4 presents level of sobriety/impairment for vehicular-only collisions. The influence of impairments such as alcohol, drugs, fatigue, or physical was reported for 145 collisions (11%), including 14 severe or fatal injury collisions (21%). Of those 145 impaired driving collisions, 20 involved drivers under the legal drinking age (<21) – age was not reported for 41 of the collisions. Figure 4.4 - Vehicular Collisions by Level of Sobriety Figure 4.5 identifies if a cell phone was in use by the party-at-fault for bicycle-involved collisions. As shown, handsfree cell phones were reported for 13 collisions, while handheld cell phones were reported as a factor in 30 collisions. Cell phones were not reported as a factor in any of the severe/fatal injury collisions. Figure 4.5 - Vehicular Collisions by Cell Phone Use 3 10 18 21 11 114 65 1132 0 150 300 450 600 750 900 1050 1200 Other Physical Impairment Sleepy - Fatigued Under Drug Influence Had Been Drinking - Not Under Influence Had Been Drinking - Impairment Unknown Had Been Drinking - Under Influence Impairment Not Known Not Stated / Had Not Been Drinking 13 30 1149 182 0 150 300 450 600 750 900 1050 1200 Cell Phone Handsfree In Use Cell Phone Handheld In Use Cell Phone Not In Use Not Stated Sept. 6, 2022 Item #8 96 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 31 5.0 Systemic Collision Matrices Systemic collision matrices were created to help identify characteristics related to behaviors and roadway environments where collisions were most prevalent. The matrices were constructed using behaviors as the rows and roadway characteristics as the columns. Separate matrices were prepared for intersection and mid-block location types. The resulting matrices depict collision frequencies within each behavior/environment combination. The matrices were produced in Excel using a pivot table, enabling the records represented within each cell to be easily retrieved. Conditional formatting is used to help identify the greatest collision concentrations. This information may inform the identification of improvements intended to be deployed across locations with similar environments citywide. Table 5.1 displays the intersection matrix for the 878 injury collisions, encompassing all travel modes. The rows are comprised of the crash types which are further expanded to depict the associated violation codes for the top three crash types as well as pedestrian- and bicycle-involved collisions. The columns are organized by control type followed by the number of through lanes on the intersection approaches. Broadside collisions were the most frequent crash type reported, largely due to the driver’s failure to stop at the limit line. These collisions were most common within the following environments:  Signalized intersections where four-lane and two-lane roads intersect (55 collisions)  Signalized intersections where six-lane and two-lane roads intersect (34 collisions)  Signalized intersections where six-lane and four-lane roads intersect (32 collisions) The leading three pedestrian collision behavior/roadway environment combinations include:  Drivers failing to yield to pedestrians in the crosswalk at side-street stop-controlled intersections where four-lane and two-lane roads intersect (11 collisions)  Drivers failing to yield to pedestrians in the crosswalk at signalized intersections where four- lane and two-lane roads intersect (9 collisions)  Pedestrians failing to yield to drivers at side-street stop-controlled intersections where two two-lane roads intersect (8 collisions) Four behavior/roadway environment combinations each experienced four bicycle-involved collisions, including:  Unsafe turns at signalized intersections where six-lane and two-lane roads intersect  Unsafe turns at signalized intersections where four-lane and two-lane roads intersect  Unsafe turns at side-street stop-controlled intersections where four-lane and two-lane roads intersect  Unsafe speed at side-street stop-controlled intersections where two two-lane roads intersect Sept. 6, 2022 Item #8 97 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 32 Table 5.1 - Intersection Matrix for All Injury Collisions Sept. 6, 2022 Item #8 98 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 33 Table 5.2 displays the matrix for the 805 mid-block injury collisions, combining all travel modes. The rows were created using all crash types and further expanded to depict the associated violation codes. The columns are organized by the posted speed limit followed by the number of through lanes. Mid-block collisions were very concentrated within the rear end crash type due to the unsafe speed violation code. The environments these collisions most often occurred within include:  Roadways with a posted speed limit of 55 mph and six lanes (92 collisions)  Roadways with a posted speed limit of 50 mph and four lanes (24 collisions)  Roadways with a posted speed limit of 55 mph and five lanes (16 collisions) The findings from the two matrices are not unusual, generally emphasizing environments where some of the greatest levels of transportation activity occur. Sept. 6, 2022 Item #8 99 Local Roadway Safety Plan DRAFT Descriptive Statistics Report Page 34 Table 5.2 - Mid-Block Matrix for All Injury Collisions Sept. 6, 2022 Item #8 100 City of Carlsbad DRAFT Local Roadway Safety Plan Appendix B - Intersection & Segment Analysis Sept. 6, 2022 Item #8 101 Prepared For Prepared By City of Carlsbad 1635 Faraday Avenue Carlsbad, CA 92008 CR Associates 3900 Fifth Avenue, Suite 310 San Diego, CA 92103 CITY OF CARLSBAD LOCAL ROADWAY SAFETY PLAN NOVEMBER 2021 DRAFT Intersection & Segment Analysis Sept. 6, 2022 Item #8 102 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page i Table of Contents 1.0 Introduction ............................................................................................................................................... 1 California Office of Traffic Safety Rankings ....................................................................................... 1 Strategic Highway Safety Plan Challenge Areas ............................................................................... 2 Key Findings ............................................................................................................................................. 3 2.0 Intersection Collisions ............................................................................................................................. 5 Intersection Collision Frequency.......................................................................................................... 5 Intersection Crash Rates ..................................................................................................................... 13 3.0 Segment Collisions ................................................................................................................................ 17 Segment Collision Frequency ............................................................................................................. 17 Segment Collision Rates ..................................................................................................................... 23 4.0 High Frequency Collision Intersections .............................................................................................. 27 Sept. 6, 2022 Item #8 103 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page ii List of Figures Figure 2-1 Severe/Fatal Injury Collisions ........................................................................................... 6 Figure 2-2 High Collision Frequency Intersections ............................................................................ 7 Figure 2-3 Vehicle-Only Collisions ....................................................................................................... 9 Figure 2-4 Pedestrian-Involved Collisions ....................................................................................... 10 Figure 2-5 Bicycle-Involved Collisions .............................................................................................. 12 Figure 3-1 High Collision Frequency Segments .............................................................................. 19 List of Tables Table 1-1 California OTS Crash Ranking Comparison ...................................................................... 2 Table 2-1 Intersections with Multiple Severe/Fatal Injury Collisions .............................................. 5 Table 2-2 High Collision Frequency Intersections ............................................................................ 8 Table 2-3 Intersections with Multiple Pedestrian Collisions ............................................................ 8 Table 2-4 Intersections with Multiple Bicycle Collisions ............................................................... 11 Table 2-5 Intersection Crash Rates ................................................................................................ 14 Table 3-1 Segments by Severe/Fatal Injury Collision Frequency ................................................. 17 Table 3-2 Segments by Collision Frequency .................................................................................. 18 Table 3-3 Segments by Vehicle-Only Collision Frequency ............................................................. 20 Table 3-4 Segments with Multiple Pedestrian Collisions .............................................................. 20 Table 3-5 Segments with Multiple Bicycle Collisions .................................................................... 21 Table 3-6 Segment Crash Rates ..................................................................................................... 24 Table 4-1 High Collision Intersections ............................................................................................ 27 Sept. 6, 2022 Item #8 104 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 1 1.0 Introduction The City of Carlsbad embarked on development of the Local Roadway Safety Plan (LRSP) to identify locations where transportation safety may be improved and to identify specific safety improvements. A Descriptive Statistics Report was developed to identify citywide trends amongst collision records, including an examination of collision causes, violations, movements, and roadway characteristics for collisions involving pedestrians, bicyclists, and vehicles. The Descriptive Statistics Report documents the construction of the five-year collision database (January 2015 – December 2019), which resulted in a total of 1,683 injury collisions. This Intersection and Segment Analysis Report is intended to compliment the Descriptive Statistics Report by identifying collision frequencies and rates at individual intersections and roadway segments across the City. A supplemental focus is placed on locations that experienced the greatest collision frequencies. The findings from this report, combined with the Descriptive Statistics Report and input from City staff and other stakeholders, will be used to determine specific locations and topic areas to focus recommendation – or countermeasure – development on. Following this introductory chapter, this report is divided into chapters for intersection collisions and segment or mid-block collisions, followed by a chapter focusing on the highest collision frequency locations. California Office of Traffic Safety Rankings The California Office of Traffic Safety (OTS) provides comparisons of traffic safety statistics between cities with similar sized populations. This data can help build an understanding of which areas cities are doing well in or may need improvement in. The most recent year of OTS data is for 2018. With an estimated 2018 population of 113,365, the City of Carlsbad falls within Group B, which includes 59 cities with a population size between 100,001 – 250,000. Additional cities in San Diego County categorized in Group B include Oceanside, Vista, Escondido, and El Cajon. Table 1-1 displays the OTS rankings for Carlsbad and the other Group B cities in San Diego County. The rankings depict two numbers: the first number is the city’s ranking in that category, while the second number is the total number of cities within that Group. Number 1 in the rankings is the highest or worst, while 59 would be the lowest or best for Group B. OTS provides the following description as to how the rankings are determined: “Crash rankings are based on the Empirical Bayesian Ranking Method, which adds weights to different statistical categories including observed crash counts, population and vehicle miles traveled. The crash counts reflect the aggregated impacts of all influential factors containing even the unrecognized or unmeasurable ones (e.g. level of enforcement), and the population and vehicle miles traveled represent the important traffic exposure factors that affect crash occurrence. The weights are assigned to the three components in a way that maximizes the precision of estimated Bayesian crash counts.” By comparison, areas that may be noteworthy in Carlsbad include collisions involving bicyclists and collisions involving drivers that have been drinking under the age of 21. Bicycle collisions may be addressed through a combination of engineering, education, and enforcement related measures. Underage drinking drivers could be addressed through enforcement and education programs. Sept. 6, 2022 Item #8 105 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 2 Table 1-1 California OTS Crash Ranking Comparison for 2018 Type of Crash Carlsbad Oceanside Vista Escondido El Cajon Total Fatal and Injury 47/59 36/59 56/59 9/59 4/59 Alcohol Involved 40/59 17/59 34/59 8/59 13/59 Has Been Drinking Driver < 21 8/59 5/59 35/59 3/59 26/59 Has Been Drinking Driver 21 – 34 38/59 13/59 33/59 8/59 29/59 Motorcycles 33/59 3/59 20/59 6/59 2/59 Pedestrians 26/59 40/59 44/59 12/59 2/59 Pedestrians < 15 30/59 46/59 51/59 18/59 2/59 Pedestrians 65+ 37/59 52/59 46/59 18/59 3/59 Bicyclists 5/59 22/59 52/59 23/59 8/59 Bicyclists < 15 30/59 41/59 36/59 29/59 21/59 Composite 39/59 10/59 42/59 10/59 13/59 Speed Related 36/59 7/59 58/59 15/59 9/59 Nighttime (9:00pm – 2:59am) 56/59 12/59 45/59 26/59 7/59 Hit and Run 36/59 31/59 46/59 25/59 5/59 Source: California Office of Traffic Safety (2021) Strategic Highway Safety Plan Challenge Areas The California Strategic Highway Safety Plan (SHSP) is a statewide traffic safety plan that provides a framework and strategies for reducing fatalities, severe injuries, and total crashes. The SHSP development is led by stakeholders representing California’s 5 Es of traffic safety: Education, Enforcement, Engineering, Emergency Response, and Emerging Technologies. The SHSP identifies safety “Challenge Areas” to focus resources. The 2020 – 2024 SHSP includes a total of 16 Challenge Areas which were categorized into High Priority Areas and Focus Areas. Greater resources are focused on High Priority Areas, as they are identified as having the greatest potential to significantly decrease statewide fatalities and severe injuries. High Priority Areas  Active Transportation: Pedestrians & Bicyclists  Impaired Driving  Intersections  Lane Departures  Speed Management/Aggressive Driving Focus Areas  Aging Drivers (≥65 years in age)  Commercial Vehicles  Distracted Driving  Driver Licensing  Emergency Response  Emerging Technologies  Motorcyclists  Occupant Protection  Work Zones  Young Drivers (ages 15 – 20) Sept. 6, 2022 Item #8 106 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 3 Based on the Descriptive Statistics Report findings and OTS data, High Priority Areas relevant to Carlsbad include Active Transportation: Pedestrians & Bicyclists, Impaired Driving, Intersections, and Speed Management/Aggressive Driving. Key Findings Intersections From the 1,683 collision records that were analyzed, 878 records were identified as intersection collisions, including 41 collisions resulting in severe injuries or fatalities. Intersection collisions are dispersed throughout the City, primarily along roadways intended to carry relatively higher volumes of traffic. Greater concentrations are present within the Village area and along Carlsbad Boulevard for all travel modes. Relatively high levels of pedestrian and bicycle activity are also common in these areas. The two intersections that experienced multiple severe injury/fatal collisions are:  El Camino Real & Faraday Avenue (signalized) – 2 severe/fatal; 6 collisions total  Alicante Road & Colina De La Costa (uncontrolled)– 2 severe/fatal; 3 collisions total From the 10 intersections with highest collision frequencies, 50% are located along El Camino Real and 30% along Palomar Airport Road. The intersections with the highest collision frequencies when combining for all travel modes are:  El Camino Real & Palomar Airport Road (signalized) – 18 collisions  Melrose Drive & Palomar Airport Road (signalized) – 16 collisions  Carlsbad Boulevard & State Street (signalized) – 15 collisions The intersections with the highest vehicle-only collision frequencies are:  El Camino Real & Palomar Airport Road (signalized) – 17 collisions  Melrose Drive & Palomar Airport Road (signalized) – 16 collisions  El Camino Real & Alga Road (signalized) – 14 collisions The intersections with the highest pedestrian collision frequencies are:  Roosevelt Street & Carlsbad Village Drive (signalized) – 4 pedestrian collisions  Carlsbad Boulevard & Hemlock Avenue (side street stop controlled) – 4 pedestrian collisions The intersection with the highest bicycle collision frequency is:  Carlsbad Boulevard & Cerezo Drive (signalized)– 4 bicycle collisions Intersection and segment crash rates were determined to provide a comparison that accounts for vehicular activity in addition to collision frequency. The three intersections with the highest crash rates include:  Carlsbad Boulevard & State Street (roundabout) – 0.510  Tamarack Avenue & Carlsbad Village Drive (signalized) – 0.337  Carlsbad Boulevard & Cerezo Drive (signalized) – 0.337 Sept. 6, 2022 Item #8 107 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 4 Segments From the 1,683 collision records that were analyzed, 805 records were identified as segment collisions, including 67 collisions resulting in severe injuries or fatalities. Similar to intersection collisions, segment collisions are primarily located along roadways intended to carry relatively higher volumes of traffic, with greater concentrations the Village area and along Carlsbad Boulevard. Severe injury/fatal collision concentrations are depicted along multiple stretches of Carlsbad Boulevard, eastern Palomar Airport Road, and Rancho Santa Fe Road. Five of the nine segments identified to have multiple severe injury/fatal collisions were located along Carlsbad Boulevard. The segments with highest severe injury/fatal collision frequencies are:  Carlsbad Boulevard from Solamar Drive to Island Way – 5 severe/fatal; 15 total collisions  Carlsbad Boulevard from Tamarack Avenue to Cannon Road – 4 severe/fatal; 21 total collisions The segments with greatest collision frequency when combining all travel modes are:  Carlsbad Boulevard from Tamarack Ave to Cannon Road – 21 collisions  Palomar Airport Road from El Camino Real to Loker Avenue/Innovation Way – 20 collisions  El Camino Real from Costa del Mar Road to La Costa Avenue – 18 collisions The segments with greatest vehicle-only collision frequencies are:  Palomar Airport Road from El Camino Real to Loker Avenue/Innovation Way – 17 collisions  Palomar Airport Road from El Fuerte Street to Melrose Drive – 17 collisions  El Camino Real from Costa Del Mar Road to La Costa Avenue – 16 collisions The segments with greatest pedestrian collision frequencies are:  Carlsbad Boulevard from Tamarack Avenue to Cannon Road – 3 pedestrian collisions  Carlsbad Village Drive from Harding Street to I-5 SB Ramps - 3 pedestrian collisions  Paseo del Norte from Palomar Airport Road to Camino De Las Ondas - 3 pedestrian collisions The segments with greatest bicycle collision frequencies are:  Carlsbad Boulevard from Solamar Dr to Island Way – 7 bicycle collisions  Carlsbad Boulevard from Tamarack Ave to Cannon Road – 5 bicycle collisions  Carlsbad Boulevard from Avenida Encinas to La Costa Avenue – 5 bicycle collisions The three segments with the highest crash rates also experienced some of the highest crash frequencies in the City and include:  Carlsbad Village Drive from Harding St to I-5 SB Ramps – 3.003  Carlsbad Boulevard from Solamar Drive to Island Way – 1.689  Carlsbad Boulevard from Cannon Road to Cerezo Drive – 1.435 Sept. 6, 2022 Item #8 108 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 5 2.0 Intersection Collisions Collisions with a reported intersection offset distance of 50 feet or less were categorized as intersection collisions. This approach helps account for the influence that intersection characteristics (ex., intersection control or markings) may have on records just outside of the physical intersection footprint. This chapter focuses on the 878 records identified as intersection collisions, which include 41 collisions resulting in a severe injury or a fatality. Separate sections below are provided for intersection collision frequencies and collision rates. Intersection Collision Frequency Collision frequency was determined for severe injuries/fatalities all travel modes combined and for each mode individually. The graphics presented in this chapter include and distinguish between intersection and mid-block collision locations to further make concentrations visible Figure 2-1 displays the 39 unique intersections where severe injury or fatal collisions were reported as well as the mid-block severe injury/fatal collisions. These collisions are primarily along roadways intended to carry relatively higher volumes of traffic. Greater concentrations of severe injury/fatal collisions at intersections are present within the Village area and along Carlsbad Boulevard. Table 2-1 identifies the two intersections that experienced multiple severe injury/fatal collisions during the five-year study period, and a breakdown of all injury collisions by travel mode. Table 2-1 Intersections with Multiple Severe/Fatal Injury Collisions Location All Injury Vehicle Pedestrian Bike Severe/ Fatal El Camino Real & Faraday Avenue (signalized) 6 5 - 1 2 Alicante Road & Colina De La Costa (uncontrolled) 3 3 - - 2 The signalized El Camino Real/Faraday Avenue intersection experienced two severe injury collisions, one collision involved a westbound vehicle failing to stop at the limit line, resulting in a broadside collision with a southbound vehicle. The second collision involved an eastbound travelling bicyclist failing to stop at the limit line, resulting in a broadside collision with a southbound vehicle. The Alicante Road/Colina De La Costa intersection – which is uncontrolled and provides access to a multi-family residential development – experienced one fatal and one severe injury collision. The fatal collision occurred when an eastbound vehicle making a left-turn failed to yield to a southbound vehicle, resulting in a broadside collision. The severe injury collision involved a single northbound vehicle (motorcycle) that was travelling at an unsafe speed and collided with a fixed object. Figure 2-2 and Table 2-2 display the 10 intersections with the highest collision frequencies – those with 10 or more collisions. Each of the ten locations identified in Table 2-2 are reviewed in greater detail in Chapter 4. These 10 locations account for approximately 15% (130 of 878 collisions) of all intersection collisions within the City. Five of the 10 intersections are located along El Camino Real and three along Palomar Airport Road – the signalized El Camino Real/Palomar Airport Road intersection being one of the locations. These roadways traverse the City while carrying some of the greatest vehicular volumes with posted speed limits up to 55 mph. Three of the 10 intersections experienced a severe or fatal injury collision – all are intersections along El Camino Real. Sept. 6, 2022 Item #8 109 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 6 Figure 2-1 Severe/Fatal Injury Collisions Sept. 6, 2022 Item #8 110 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 7 Figure 2-2 High Collision Frequency Intersections Sept. 6, 2022 Item #8 111 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 8 Nine of the ten high collision frequency intersections are signalized, the exception being Carlsbad Boulevard/State Street which is roundabout controlled. The roundabout experienced the third most total collisions, including one pedestrian and two bicycle collisions, however no severe injury/fatal collisions. This aligns with one of the intended benefits of roundabouts, to reduce injury severity. Table 2-2 High Collision Frequency Intersections Location All Injury Vehicle Pedestrian Bike Severe/ Fatal El Camino Real & Palomar Airport Road (signalized) 18 17 1 - 1 Melrose Drive & Palomar Airport Road (signalized) 16 16 - - - Carlsbad Boulevard & State Street (roundabout) 15 12 1 2 - El Camino Real & Alga Road (signalized) 14 14 - - 1 College Boulevard & Palomar Airport Road (signalized) 12 12 - - - El Camino Real & La Costa Avenue (signalized) 12 11 - 1 - Rancho Santa Fe Road & La Costa Avenue (signalized) 12 12 - - - El Camino Real & Carlsbad Village Drive (signalized) 11 11 - - - El Camino Real & Cannon Road (signalized) 10 10 - - 1 Melrose Drive & Lionshead Avenue (signalized) 10 10 - - - Figure 2-3 displays the 1,374 vehicle-only collisions across the City, differentiating between those intersection and mid-block collisions. The ten intersections identified in Table 2-2 were also the ten intersections with the greatest vehicle-only collision frequency. These intersections account for 125 vehicle-only collisions, approximately 17% of the 724 vehicle-only intersection collisions citywide. Figure 2-4 displays pedestrian-involved collisions across the City, differentiating between those that occurred at intersection and mid-block locations. Table 2-3 identifies the ten intersections where two or more pedestrian collisions were reported. Table 2-3 Intersections with Multiple Pedestrian Collisions Location All Injury Vehicle Pedestrian Bike Severe/ Fatal Roosevelt Street & Carlsbad Village Drive (signalized) 7 2 4 1 - Carlsbad Boulevard & Hemlock Avenue (side street stop) 5 1 4 - 1 Roosevelt Street & Grand Avenue (signalized) 3 - 3 - - Harding Street & Carlsbad Village Drive (signalized) 8 4 3 1 - Carlsbad Boulevard & Oak Avenue (side street stop) 4 - 2 2 - Washington Street & Carlsbad Village Drive (signalized) 6 3 2 1 1 Carlsbad Boulevard & Maple Avenue (side street stop) 3 1 2 - - Adams Street & Magnolia Avenue (all way stop) 2 - 2 - - Paseo Del Norte & Palomar Airport Road (signalized) 9 7 2 - - Faraday Avenue & College Boulevard (signalized) 9 7 2 - 1 Sept. 6, 2022 Item #8 112 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 9 Figure 2-3 Vehicle-Only Collisions Sept. 6, 2022 Item #8 113 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 10 Figure 2-4 Pedestrian-Involved Collisions Sept. 6, 2022 Item #8 114 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 11 A concentration of intersection collisions is present within the Village area where relatively high levels of pedestrian activity are common. The signalized Roosevelt Street/Carlsbad Village Drive intersection within the Village was one of two locations where four pedestrian collisions were reported. In all four collisions, the driver was reported as the party at-fault while making a left-turn as the pedestrian crossed Carlsbad Village Drive. The intersection is controlled by a permissive signal on the minor street approaches (Roosevelt Street). The side street stop-controlled Carlsbad Boulevard/Hemlock Avenue intersection was the other location where four pedestrian collisions were reported, including one severe injury. The driver was reported as the party at-fault during all four collisions, due to failing to yield the right-of-way to the crossing pedestrian. The driver was headed southbound while proceeding straight during three collisions, and westbound while making a right-turn during the fourth collision. Five of the remaining eight intersections where multiple pedestrian collisions were reported are located within the Village or the identified stretch of Carlsbad Boulevard. The countermeasure development stage may focus on identifying potential treatments for these areas. An additional concentration of intersection collisions is located along Carlsbad Boulevard, between the Village and Tamarack Avenue. Pedestrian activity is high in this area as people frequently seek access to the beach and walkway along the west side of Carlsbad Boulevard. Many of the Carlsbad Boulevard intersections along this stretch with consist of a marked crosswalk, stop sign on the minor street, no control on Carlsbad Boulevard, and a rectangular rapid flashing beacon (RRFB) with additional signage and a pedestrian refuge. Where present, the pedestrian refuge/median also restrict left-turns from the minor street onto southbound Carlsbad Boulevard. Figure 2-5 displays bicycle-involved collisions citywide, differentiating between those that occurred at intersection and mid-block locations. Table 2-4 identifies the nine intersections where two or more bicycle collisions were reported. Five of the locations are intersections along Carlsbad Boulevard. The Carlsbad Boulevard/Cerezo Drive intersection experienced four bicycle collisions - the highest collision frequency citywide. All four collisions occurred when the bicyclist was traveling northbound. The intersection of Carlsbad Boulevard/State Street experienced two bicycle-involved collisions and was also identified as the intersection with the third highest collision frequency for all travel modes combined. The Carlsbad Boulevard/Oak Avenue intersection experienced two bicycle collisions and two pedestrian collisions. Table 2-4 Intersections with Multiple Bicycle Collisions Location Severe/ Fatal Carlsbad Boulevard & Cerezo Drive (signalized) - Carlsbad Boulevard & State Street (roundabout) - Carlsbad Boulevard & Oak Avenue (side street stop) - Sept. 6, 2022 Item #8 115 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 12 Carlsbad Boulevard & Shore Drive (S) (side street stop) - Celinda Drive & Carlsbad Village Drive (side street stop) - Carlsbad Boulevard & Poinsettia Lane (signalized) - Piraeus Street & La Costa Avenue (signalized) - Cassia Road & Poinsettia Lane (signalized) 1 Rancho Santa Fe Road & Avenida Soledad (signalized) - Figure 2-5 Bicycle-Involved Collisions Sept. 6, 2022 Item #8 116 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 13 Intersection Crash Rates The collision frequencies presented in the previous section indicate areas with higher occurrences of collisions. This is important for identifying potential areas where improvements may have great benefits, however, frequencies do not consider the varying levels of traffic unique to each location. Crash rates take the vehicular activity into account to allow for a more normalized comparison. Intersection crash rates were developed using the following formula: 𝑅𝑅=𝐶𝐶× 1,000,000𝑉𝑉𝑒𝑒× 365 × 𝑁𝑁 Where: R = Crash rate per one million entering vehicles C = Total collisions within the intersection during the study period Ve = Daily vehicles entering the intersection N = Number of years of data All intersection collisions were used in this assessment, regardless of travel mode. ADT volumes were obtained from the City of Carlsbad and SANDAG’s Series 14 Base Year 2016 Regional Transportation Model for approaches to each intersection. The average of the north-south approach was summed with the average of the east-west approach to estimate total daily vehicles entering the intersection. Table 2-5 presents the crash rate for each intersection with five or more reported collisions. The table also identifies the frequencies of total crashes, severe injuries/fatalities, and each crash type. The roundabout controlled intersection of Carlsbad Boulevard/State Street was determined to have the highest crash rate (0.510) and the third highest collision frequency (15 collisions). This location experienced a variety of crash types, with head-on, hit object, and overturned the most frequent crash types, assigned to three collisions each. Eight collisions at this location were due to driving under the influence. As previously stated, no severe injury or fatal collisions were reported at this location, demonstrating the roundabout is fulfilling one of its primary intents of reducing injury severity. The signalized Tamarack Avenue & Carlsbad Village Drive intersection experienced the second highest collision rate (0.340), with seven of the eight collisions reported as broadside crash types. Five of the seven broadside collisions were due to traffic signal violations such as failure to stop at the limit line. Of those five, the party-at-fault was traveling westbound during three collisions, eastbound during one collision, and northbound during one collision. Two additional westbound collisions were reported. The westbound approach has a 40 mile per hour posted speed limit and is on a downward slope. Implementing a high visibility crosswalk could help better define the intersection limit, while an additional overhead mounted signal head may help improve driver awareness of the signal. Sept. 6, 2022 Item #8 117 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 14 Table 2-5 Intersection Crash Rates Intersection Control Crash Rate Total Collisions Severe/Fatal Injuries Broadside Rear-End Sideswipe Head-On Other Hit Object Overturned Pedestrian Carlsbad Boulevard & State Street Roundabout 0.510 15 - 1 1 1 3 2 3 3 1 Tamarack Avenue & Carlsbad Village Drive Signal 0.340 8 - 7 1 - - - - - - Carlsbad Boulevard & Cerezo Drive Signal 0.337 9 - 4 1 1 1 2 - - - Roosevelt Street & Carlsbad Village Drive Signal 0.285 7 - 2 - 1 - - - - 4 Paseo Avellano & Calle Barcelona Signal 0.276 5 - 2 1 - - - 1 - 1 Washington Street & Carlsbad Village Drive Side Stop 0.274 6 1 3 - - - 1 - - 2 State Street & Carlsbad Village Drive Signal 0.238 5 - 1 2 2 - - - - - Monroe Street & Marron Road Signal 0.229 5 - 1 2 - 1 - - - 1 Harding Street & Carlsbad Village Drive Signal 0.209 8 - 3 1 1 - - - - 3 Carlsbad Boulevard & Avenida Encinas Signal 0.188 5 1 - - - - 2 1 1 1 Faraday Avenue & College Boulevard Signal 0.182 9 1 5 - - - 1 - 1 2 Carlsbad Boulevard & Hemlock Avenue Side Stop 0.179 5 1 1 1 - - - - - 3 Cassia Road & Poinsettia Lane Side Stop 0.176 5 1 - 1 - 1 1 1 1 - Car Country Drive & Cannon Road Signal 0.171 8 - 3 4 - - - 1 - - Avenida Encinas & Palomar Airport Road Signal 0.168 7 1 6 - - - - - - 1 Valley Street & Carlsbad Village Drive Signal 0.168 6 - 1 - - 3 1 - 1 - Alicante Road & Alga Road Signal 0.160 7 - 4 1 1 1 - - - - Melrose Drive & Lionshead Avenue Signal 0.159 10 - 6 1 1 - 2 - - - El Camino Real & Carlsbad Village Drive Signal 0.153 11 - 7 1 1 - 1 1 - - Faraday Avenue & Cannon Road Signal 0.151 6 1 1 3 1 - - - 1 - Monroe Street & Carlsbad Village Drive Signal 0.150 6 - 4 1 - 1 - - - - Sept. 6, 2022 Item #8 118 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 15 Table 2-5 Intersection Crash Rates Intersection Control Crash Rate Total Collisions Severe/Fatal Injuries Broadside Rear-End Sideswipe Head-On Other Hit Object Overturned Pedestrian El Camino Real & Chestnut Avenue Signal 0.149 8 - 2 4 - 2 - - - - Rancho Santa Fe Road & La Costa Avenue Signal 0.128 12 - 2 8 1 1 - - - - Aviara Parkway & Poinsettia Lane Signal 0.126 7 1 3 1 2 - - - 1 - El Camino Real & Palomar Airport Road Signal 0.123 18 1 9 3 1 2 1 - 1 1 El Camino Real & Alga Road Signal 0.118 14 1 4 7 1 2 - - - - Melrose Drive & Palomar Airport Road Signal 0.116 16 - 8 1 1 2 1 3 - - College Boulevard & Palomar Airport Road Signal 0.116 12 - 8 1 1 2 - - - - Paseo Valindo & Palomar Airport Road Signal 0.112 8 - 6 2 - - - - - - El Camino Real & Cassia Road Signal 0.108 8 - 1 3 2 1 - - 1 - El Camino Real & Camino Vida Roble Signal 0.107 8 - 4 2 - 1 - - - 1 Palomar Oaks Way & Palomar Airport Road Signal 0.107 8 - 4 3 - - 1 - - - El Camino Real & Dove Lane Signal 0.105 8 - 4 3 - - 1 - - - Rancho Santa Fe Road & Camino Junipero Signal 0.104 9 1 2 5 - 1 - - - 1 Cannon Road & El Camino Real Signal 0.096 10 1 4 4 - 1 - - 1 - I-5 SB Ramps & Palomar Airport Road Signal 0.096 5 - 5 - - - - - - - Avenida Encinas & Cannon Road Signal 0.094 5 - 4 - - 1 - - - - El Camino Real & La Costa Avenue Signal 0.091 12 - 5 5 2 - - - - - El Camino Real & Tamarack Avenue Signal 0.091 6 - 1 2 1 2 - - - - Rancho Santa Fe Road & Camino De Los Coches Signal 0.088 7 - 4 3 - - - - - - Piraeus Street & La Costa Avenue Signal 0.087 6 - 3 2 1 - - - - - Paseo Del Norte & Poinsettia Lane Signal 0.086 6 - 4 1 - - 1 - - - Sept. 6, 2022 Item #8 119 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 16 Table 2-5 Intersection Crash Rates Intersection Control Crash Rate Total Collisions Severe/Fatal Injuries Broadside Rear-End Sideswipe Head-On Other Hit Object Overturned Pedestrian Paseo Del Norte & Palomar Airport Road Signal 0.086 9 - 4 1 - 2 - - - 2 El Camino Real & Arenal Road Signal 0.081 8 1 2 5 - - - - - 1 I-5 NB Ramps & Palomar Airport Road Signal 0.079 5 - 1 1 - - - 1 - 2 Rancho Santa Fe Road & Avenida Soledad Signal 0.074 7 - 6 1 - - - - - - I-5 NB Ramps & Cannon Road Signal 0.072 5 - 2 2 - - - - 1 - El Fuerte Street & Palomar Airport Road Signal 0.071 8 - 5 1 - 1 - - 1 - El Camino Real & Levante Street Signal 0.068 5 - 1 3 - 1 - - - - Camino Vida Roble & Palomar Airport Road Signal 0.067 5 - 2 1 1 1 - - - - El Camino Real & Plaza Drive Signal 0.065 6 - 2 2 1 - - - - 1 El Camino Real & Faraday Avenue Signal 0.057 6 2 4 1 - 1 - - - - College Boulevard & El Camino Real Signal 0.056 5 - 3 1 1 - - - - - El Camino Real & Costa Del Mar Road Signal 0.052 5 - 2 1 - 1 1 - - - Rancho Santa Fe Road & Melrose Drive Signal 0.047 5 - 3 - - - - 1 - 1 Sept. 6, 2022 Item #8 120 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 17 3.0 Segment Collisions All collisions reported outside of intersections and the 50-foot offset distance were categorized as segment or mid-block collisions. Roadways were broken up into individual segments at the intersections of two Circulation Element roadways, cross-section changes, roadway terminus, or City limit. The minimum segment length was set at 1/10-mile long – adjacent segments shorter than this length were typically combined. This chapter reviews the 805 segment collisions, which include 67 collisions resulting in a severe injury or a fatality. Sections below are dedicated to collision frequencies and crash rates. Segment Collision Frequency Collision frequency was determined for severe injuries/fatalities, all travel modes combined, and for each mode individually. The length of each segment is also presented in this section. All severe injury or fatal collisions were previously depicted in Figure 2-1, distinguishing between intersection and mid-block collisions. The 67 mid-block collisions occurred along 39 unique segments. Severe injury/fatal collision concentrations are depicted along multiple stretches of Carlsbad Boulevard, eastern Palomar Airport Road, and Rancho Santa Fe Road. Table 3-1 displays collision frequency for the nine segments that experienced two or more severe injury/fatal collisions. As shown, only two segments experienced more than three severe/fatal collisions, both located along Carlsbad Boulevard. Five of the nine segments were located along Carlsbad Boulevard – the only roadway containing multiple segments with two or more severe/fatal collisions. Table 3-1 Segments by Severe/Fatal Injury Collision Frequency Street From To Length (miles) All Injury Vehicle Pedestrian Bike Severe/ Fatal Carlsbad Blvd Solamar Dr Island Way 0.68 15 7 1 7 5 Carlsbad Blvd Tamarack Ave Cannon Rd 1.18 21 13 3 5 4 Palomar Airport Rd El Camino Rd Loker Ave / Innovation Way 0.44 20 17 1 2 3 Carlsbad Blvd Ponto Rd Avenida Encinas 0.50 6 6 - - 3 Carlsbad Blvd Avenida Encinas La Costa Ave 0.67 7 2 - 5 3 Paseo Del Norte Palomar Airport Rd Camino De Las Ondas 1.15 11 7 3 1 2 Carlsbad Blvd Palomar Airport Rd Solamar Dr 0.52 8 7 1 - 2 Marron Rd El Camino Real Avenida De Anita 0.31 7 7 - - 2 Carlsbad Village Dr Donna Dr El Camino Real 0.47 3 3 - - 2 Sept. 6, 2022 Item #8 121 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 18 Figure 3-1 and Table 3-2 identify the ten segments with the greatest collision frequency when combining all travel modes. These ten segments account for approximately 19% (155) of the 805 mid-block collisions. Four of the segments were also found to experience two or more severe injury/fatal collisions. Roadways with multiple high frequency collision segments represented include:  Carlsbad Boulevard (3 segments)  Palomar Airport Road (3 segments) Table 3-2 Segments by Collision Frequency Street From To Length (miles) All Injury Vehicle Pedestrian Bike Severe/ Fatal Carlsbad Blvd Tamarack Ave Cannon Rd 1.18 21 13 3 5 4 Palomar Airport Rd El Camino Real Loker Ave / Innovation Way 0.44 20 17 1 2 3 El Camino Real Costa Del Mar Rd La Costa Ave 0.27 18 16 - 2 - Palomar Airport Rd El Fuerte St Melrose Dr 0.43 17 17 - - - Carlsbad Blvd Solamar Dr Island Way 0.68 15 7 1 7 5 Carlsbad Blvd Cannon Rd Cerezo Dr 0.32 13 12 0 1 - Carlsbad Village Dr Harding St I-5 SB Ramps 0.12 13 7 3 3 - Palomar Airport Rd Paseo Del Norte Armada Dr 0.32 13 11 2 - - La Costa Ave Saxony Rd El Camino Real 1.13 13 9 1 3 - Paseo Del Norte Car Country Dr Palomar Airport Rd 0.50 12 8 2 2 - Table 3-3 presents the ten segments with the greatest vehicle-only collision frequency. These ten segments account for 20% (127) of all 650 vehicle-only collisions reported at mid-block locations. Only three different roadways are represented among the ten segments, including:  El Camino Real (4 segments)  Palomar Airport Road (4 segments)  Carlsbad Boulevard (2 segments) Two of the segments experienced multiple severe/fatal injury collisions. The six segments with the highest vehicle-only collision frequency were also identified in Table 3-2 as having the greatest collision frequencies when combining all travel modes. Sept. 6, 2022 Item #8 122 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 19 Figure 3-1 High Collision Frequency Segments Sept. 6, 2022 Item #8 123 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 20 Table 3-3 Segments by Vehicle-Only Collision Frequency Street From To Length (miles) All Injury Vehicle Pedestrian Bike Severe/ Fatal Palomar Airport Rd El Camino Real Loker Ave / Innovation Wy 0.44 20 17 1 2 3 Palomar Airport Rd El Fuerte St Melrose Dr 0.43 17 17 - - - El Camino Real Costa Del Mar Rd La Costa Ave 0.27 18 16 - 2 - Carlsbad Blvd Tamarack Ave Cannon Rd 1.18 21 13 3 5 4 Carlsbad Blvd Cannon Rd Cerezo Dr 0.32 13 12 - 1 - Palomar Airport Rd Paseo Del Norte Armada Dr 0.32 13 11 2 - - El Camino Real Faraday Ave Palomar Airport Rd 0.62 11 11 - - - El Camino Real College Blvd Faraday Ave 0.77 11 10 1 - 1 El Camino Real Cannon Rd Jackspar Dr / Rancho Carlsbad Dr 0.50 11 10 - 1 - Palomar Airport Rd Armada Dr The Crossings Dr / Hidden Valley Rd 0.45 10 10 - - - Table 3-4 displays the seven segments where multiple pedestrian collisions were reported. An additional 26 segments each experienced a single pedestrian collision. Pedestrian collisions were graphically displayed in Figure 2-3. These seven segments account for approximately 35% (17) of the 49 mid-block pedestrian collisions. Five of the seven segments were also identified as high frequency for all modes combined (11 or more total mid-block collisions), and two segments were in the top ten locations for vehicle-only collisions. Table 3-4 Segments with Multiple Pedestrian Collisions Street From To Length (miles) All Injury Vehicle Pedestrian Bike Severe/ Fatal Carlsbad Blvd Tamarack Ave Cannon Rd 1.18 21 13 3 5 4 Carlsbad Village Dr Harding St I-5 SB Ramps 0.12 13 7 3 3 - Paseo Del Norte Palomar Airport Rd Camino De Las Ondas 1.15 11 7 3 1 2 Paseo Del Norte Car Country Dr Palomar Airport Rd 0.50 12 8 2 2 - Carlsbad Blvd Island Way Breakwater Rd 0.42 3 - 2 1 1 Palomar Airport Rd Paseo Del Norte Armada Dr 0.32 13 11 2 - - Magnolia Ave Pio Pico Dr Monroe St 0.79 2 - 2 - - The three pedestrian collisions along Carlsbad Boulevard between Tamarack Avenue and Cannon Road were dispersed across the segment. All three records were due to pedestrian violations while crossing Carlsbad Boulevard. Two of the three pedestrian collisions along Carlsbad Village Drive between Harding Street and I-5 Southbound Ramps were also due to pedestrian violations, with the remaining collision attributed to a driver being under the influence. Sept. 6, 2022 Item #8 124 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 21 Multiple severe injury/fatal pedestrian collisions were reported in the Paseo Del Norte from Palomar Airport Road to Camino De Las Ondas segment (1 severe and 1 fatal pedestrian collision). These collisions were concentrated near the Tip Top Meats deli with the records indicating it was dark out, however, streetlights were present and functioning. Table 3-5 identifies the 17 segments where multiple mid-block bicycle collisions were reported. These segments total 50 bicycle collisions, approximately 47% of the 106 mid-block bicycle collisions citywide. Bicycle collisions were graphically displayed in Figure 2-4. The three segments with the greatest bicycle collision frequency are located along Carlsbad Boulevard. Table 3-5 Segments with Multiple Bicycle Collisions Street From To Length (miles) All Injury Vehicle Pedestrian Bike Severe/ Fatal Carlsbad Blvd Solamar Dr Island Way 0.68 15 7 1 7 5 Carlsbad Blvd Tamarack Ave Cannon Rd 1.18 21 13 3 5 4 Carlsbad Blvd Avenida Encinas La Costa Ave 0.67 7 2 - 5 3 Carlsbad Village Dr Harding St I-5 SB Ramps 0.12 13 7 3 3 - La Costa Ave Saxony St El Camino Real 1.13 13 9 1 3 - La Costa Ave Piraeus St Saxony Rd 0.57 8 5 - 3 1 El Camino Real Lisa St / West Ranch St Cannon Rd 0.37 4 1 - 3 - Chestnut Ave Pio Pico Dr Monroe Rd 0.80 3 - - 3 1 Palomar Airport Rd El Camino Real Loker Ave / Innovation Wy 0.44 20 17 1 2 3 El Camino Real Costa Del Mar Rd La Costa Ave 0.27 18 16 - 2 - Paseo Del Norte Car Country Drive Palomar Airport Rd 0.50 12 8 2 2 - Avenida Encinas Palomar Airport Rd Poinsettia Lane 1.59 11 8 1 2 1 Carlsbad Blvd N City Boundary Beech Ave 0.59 8 6 - 2 1 Carlsbad Blvd Carlsbad Village Dr Pine Ave 0.22 7 4 1 2 1 El Camino Real Jackspar Dr / Rancho Carlsbad Dr College Blvd 0.45 7 5 - 2 - Adams Street Tamarack Ave Park Dr 1.00 5 3 - 2 - Harding St / Carol Pl Carlsbad Village Dr Jefferson St 0.81 3 1 - 2 - The Carlsbad Boulevard segment between Solamar Drive and Island Way experienced seven bicycle collisions, three of which were concentrated just south of Solamar Drive. The driver was reported as at fault for all three collisions, which occurred along the southbound carriageway where angled parking and a bicycle lane are located. Two severe bicycle collisions were reported along this segment, both collisions involved two bicyclists and no vehicles. Five bicycle collisions were reported along Carlsbad Boulevard between Tamarack Avenue and Cannon Road, three involved parked vehicles. One fatal bicycle collision was reported in the southbound direction, with the bicyclist identified as at-fault for an unsafe lane change. Sept. 6, 2022 Item #8 125 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 22 The five bicycle collisions along Carlsbad Boulevard between Avenida Encinas and La Costa Avenue were all reported as bicyclists at-fault collisions. The causes and locations along this segment varied. High frequency collision segments identified for more than one travel mode are summarized below. The following segments experienced high vehicular and high pedestrian collision frequency: • Carlsbad Boulevard, from Tamarack Avenue to Cannon Road: 13 vehicular; 3 pedestrian • Palomar Airport Road, from Paseo Del Norte to Armada Drive: 11 vehicular; 2 pedestrian Three segments experienced high vehicular and bicycle collision frequency: • Palomar Airport Road, from El Camino Real to Loker Avenue/Innovation Way: 17 vehicular; 2 bicycle • El Camino Real, from Costa Del Mar Road to La Costa Avenue: 16 vehicular; 2 bicycle • Carlsbad Boulevard, from Tamarack Avenue to Cannon Road: 13 vehicular; 5 bicycle Multiple pedestrian and bicycle collisions were reported along the following three segments: • Carlsbad Boulevard, from Tamarack Avenue to Cannon Road: 3 pedestrian; 5 bicycle • Carlsbad Village Drive, from Harding Street to Interstate 5 Southbound Ramps: 3 pedestrian; 3 bicycle • Paseo Del Norte, from Car Country Drive to Palomar Airport Road: 2 pedestrian; 2 bicycle Sept. 6, 2022 Item #8 126 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 23 Segment Collision Rates Segment crash rates were developed using the following formula: 𝑅𝑅=𝐶𝐶× 1,000,000𝐴𝐴𝐴𝐴𝐴𝐴× 365 × 𝑁𝑁× 𝐿𝐿 Where: R = Crash rate per one million vehicle miles travelled C = Total collisions along the segment during the study period ADT = Average daily traffic along the segment N = Number of years of data L = Length of the roadway segment in miles ADT volumes were obtained from the City of Carlsbad and SANDAG’s Series 14 Base Year 2016 Regional Transportation Model. Table 3-5 presents the crash rate for each segment with five or more reported collisions. The table also identifies the frequencies of total crashes, ADT volumes, segment length, severe injuries/fatalities, and each crash type. The three segments with the highest crash rates also experienced some of the highest crash frequencies in the City. The Carlsbad Village Drive segment between Harding Street and Interstate 5 southbound ramps was found to have a crash rate just over 3.0. This short segment (.12 miles) experienced 13 collisions. No severe or fatal collisions were reported along this segment. The most frequent crash type was rear end collisions (5), followed by broadside collisions (4), and bicycle (3). Carlsbad Boulevard from Solamar Drive to Island Way experienced the second highest crash rate (1.69) and 15 total collisions, including five collisions resulting in a severe injury or fatality. The five severe/fatal collisions consisted of three bicycle-involved collisions (including two that did not involve a vehicle), one pedestrian collision due to improper turning, and one vehicular collision due to improper turning. Carlsbad Boulevard from Cannon Road to Cerezo Drive experienced the third greatest crash rate (1.44) and 13 total collisions. No severe injuries or fatalities were reported along this segment. Ten of those13 collisions were rear end collisions. Nine of the ten collisions were due unsafe speeds. These locations, and other high crash rate segments may be further reviewed during the countermeasure development stage. Sept. 6, 2022 Item #8 127 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 24 Table 3-6 Segment Crash Rates Segment From To Crash Rate ADT Length (miles) Total Injury Collisions Severe/Fatal Injuries Broadside Rear-End Sideswipe Head-On Other Hit Object Overturned Pedestrian Bike Carlsbad Village Dr Harding St I-5 SB Ramps 3.003 19,111 0.124 13 - 4 5 1 1 - - - 2 3 Carlsbad Blvd Solamar Dr Island Wy 1.689 7,200 0.676 15 5 2 3 1 1 4 1 2 1 7 Carlsbad Blvd Cannon Rd Cerezo Dr 1.435 15,667 0.317 13 - 1 10 1 - 1 - - - 1 Carlsbad Blvd Palomar Airport Rd Solamar Dr 1.434 5,826 0.525 8 2 - 2 - - 2 1 2 1 - Carlsbad Blvd Carlsbad Village Dr Pine Ave 1.128 15,757 0.216 7 1 - 3 2 - - 1 - 1 2 Palomar Airport Rd I-5 NB Ramps Paseo Del Norte 1.105 24,631 0.101 5 - 1 2 2 - - - - - - Marron Rd El Camino Real Eastern Terminus 0.928 13,388 0.309 7 2 4 1 1 - 1 - - - - Paseo Del Norte Palomar Airport Rd Camino De Las Ondas 0.909 5,782 1.147 11 2 5 1 2 - - - - 3 1 Lionshead Ave Melrose Dr Eastern City Boundary 0.829 3,812 0.867 5 1 3 - - - - 1 1 - 1 Palomar Airport Rd I-5 SB Ramps I-5 NB Ramps 0.754 24,631 0.177 6 - 1 5 - - - - - - - El Camino Real Costa Del Mar Rd La Costa Ave 0.692 52,663 0.270 18 - 4 11 1 - - 2 - - 2 Jefferson St Marron Rd Las Flores Dr 0.634 6,889 0.753 6 1 - - 2 - - 2 1 1 1 Cannon Rd Wind Trail Wy Hilltop St 0.610 24,283 0.259 7 - 1 3 - 1 - 1 1 - 1 Avenida Encinas Palomar Airport Rd Poinsettia Ln 0.598 6,318 1.595 11 1 8 - 2 - - - - 1 2 Paseo Del Norte Car Country Dr Palomar Airport Rd 0.587 22,296 0.503 12 - 5 3 1 1 - - - 2 2 Cannon Rd Hilltop St College Blvd 0.586 24,059 0.272 7 - - 7 - - - - - - 1 Carlsbad Blvd Tamarack Ave Cannon Rd 0.576 16,853 1.185 21 4 1 10 2 - 4 2 - 2 5 Carlsbad Blvd Ponto Rd Avenida Encinas 0.568 11,608 0.499 6 3 - 2 3 - - - 1 - - Carlsbad Blvd Northern City Boundary Beech Ave 0.560 13,218 0.593 8 1 - 6 1 - - 1 - - 2 Adams St Tamarack Ave Park Dr 0.549 5,007 0.997 5 - - - - - 2 2 1 - 2 Sept. 6, 2022 Item #8 128 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 25 Table 3-6 Segment Crash Rates Segment From To Crash Rate ADT Length (miles) Total Injury Collisions Severe/Fatal Injuries Broadside Rear-End Sideswipe Head-On Other Hit Object Overturned Pedestrian Bike Palomar Airport Rd El Camino Real Loker Ave / Innovation Wy 0.485 51,834 0.436 20 3 1 15 - - 2 1 - 1 2 Palomar Airport Rd Paseo Del Norte Armada Dr 0.438 50,476 0.322 13 - 1 8 2 - - 1 - 1 - College Blvd Tamarack Ave Tamarack Ave 0.406 28,980 0.233 5 1 - 5 - - - - - - 1 Carlsbad Blvd Avenida Encinas La Costa Ave 0.396 14,458 0.670 7 3 - 2 1 - 1 - 3 - 5 Avenida Encinas Cannon Road Palomar Airport Rd 0.393 9,007 0.929 6 - 2 1 - - - 2 - 1 1 Palomar Airport Rd El Fuerte St Melrose Dr 0.390 55,355 0.432 17 - 1 11 5 - - - - - - El Camino Real Dove Ln Aviara Pkwy / Alga Rd 0.351 38,647 0.202 5 - - 5 - - - - - - - Paseo Del Norte Cannon Rd Car Country Dr 0.326 16,900 0.597 6 - 2 - - - 3 1 - - - Palomar Airport Rd Chipotle / Lowe's Parking Lot El Camino Real 0.311 35,328 0.250 5 - - 1 1 - - 2 1 - - El Camino Real Kelly Dr West Ranch St / Lisa St 0.302 31,438 0.404 7 1 1 - 1 1 2 1 - 1 - Rancho Santa Fe Rd La Costa Ave Camino De Los Coches 0.301 41,538 0.395 9 1 - 5 2 - - 1 - 1 1 Melrose Dr Northern City Boundary Palomar Airport Rd 0.290 39,164 0.338 7 1 - 6 - - - 1 - - 1 El Camino Real Cannon Rd Jackspar Dr / Rancho Carlsbad Dr 0.287 42,068 0.499 11 - - 9 2 - - - - - 1 El Camino Real Town Garden Rd Camino Vida Roble 0.282 36,486 0.266 5 - - 4 1 - - - - - - El Camino Real La Costa Ave La Costa Towne Center 0.272 36,303 0.278 5 - - 3 - - - 2 - - 1 El Camino Real Faraday Ave Palomar Airport Rd 0.267 36,641 0.616 11 - - 10 1 - - - - - - Palomar Airport Rd Hidden Valley Road College Blvd 0.250 48,772 0.269 6 - - 4 2 - - - - - 1 Sept. 6, 2022 Item #8 129 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 26 Table 3-6 Segment Crash Rates Segment From To Crash Rate ADT Length (miles) Total Injury Collisions Severe/Fatal Injuries Broadside Rear-End Sideswipe Head-On Other Hit Object Overturned Pedestrian Bike Palomar Airport Rd Armada Dr The Crossings Dr / Hidden Valley Rd 0.250 48,772 0.450 10 - - 8 1 - - 1 - - - Rancho Santa Fe Rd Calle Barcelona Camino Alvaro 0.238 40,759 0.339 6 - - 4 - - - 1 1 - 1 Rancho Santa Fe Rd Camino De Los Coches Calle Barcelona 0.234 41,538 0.339 6 1 - 3 1 - - 1 1 - 1 El Camino Real College Boulevard Faraday Ave 0.213 36,641 0.771 11 1 - 6 - - - 4 - 1 - La Costa Ave Piraeus Street Saxony Rd 0.202 38,040 0.570 8 1 - 3 1 - - 3 1 - 3 El Camino Real Arenal Rd Costa Del Mar Rd 0.194 51,765 0.381 7 - - 6 - - 1 - - - 1 Rancho Santa Fe Rd Paseo Lupino/Via Mercato Camino Junipero 0.190 41,269 0.419 6 1 2 4 - - - - - - - Rancho Santa Fe Rd San Elijo Road Avenida Soledad 0.189 50,645 0.286 5 - - 2 - 1 1 - 1 - - Palomar Airport Rd Loker Ave El Fuerte St 0.189 52,066 0.390 7 - - 2 2 1 - 2 - - - El Camino Real Jackspar Dr / Rancho Carlsbad Dr College Blvd 0.186 45,813 0.449 7 - 1 4 - - - 1 1 - 2 La Costa Ave Saxony Road El Camino Real 0.164 38,415 1.134 13 - - 6 3 - 2 1 - 1 3 La Costa Ave El Camino Real Viejo Castilla Wy 0.161 16,845 1.007 5 - 1 1 - 2 - 1 - - - Palomar Airport Rd Eagle Dr Eastern City Boundary 0.152 35,733 0.503 5 1 - 4 - - - 1 - - - El Camino Real Alga Rd Arenal Rd 0.151 52,663 0.550 8 1 1 5 - - 1 1 - - - Rancho Santa Fe Rd Fire Station 6 Driveway Camino Junipero 0.149 50,645 0.509 7 1 - 2 2 - - 3 - - 1 Sept. 6, 2022 Item #8 130 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 27 4.0 High Frequency Collision Intersections Table 4-1 identifies the high frequency collision intersections – intersections with ten or more collisions for all modes combined – that are reviewed in further detail throughout this section to better understand location specific collision trends. Locations with high pedestrian or bicycle collision frequencies were previously discussed. Segments were not addressed in this chapter due to the varying segment lengths, however, countermeasures may still be considered in future project phases. For each location, a diagram is provided depicting the collision locations by crash type and level of injury severity. The diagram also depicts any mid-block collisions in the location vicinity for reference – those beyond 50’ from the intersection – however the remaining data and narrative focus on the intersection records. Tables identifying collisions by year and mode are also provided. Charts are used to display collisions by time of day, as well as the collisions by crash type. Descriptions of trends related to the most common crash type at each location are also provided. This information may be used to aid in the countermeasure/improvement selection process. Table 4-1 High Collision Intersections Rank Location All Injury Vehicle Pedestrian Bike Severe/ Fatal 1 El Camino Real & Palomar Airport Road 18 17 1 - 1 2 Melrose Drive & Palomar Airport Road 16 16 - - - 3 Carlsbad Boulevard & State Street 15 12 1 2 - 4 El Camino Real & Alga Road 14 14 - - 1 5 College Boulevard & Palomar Airport Road 12 12 - - - 6 El Camino Real & La Costa Avenue 12 11 - 1 - 7 Rancho Santa Fe Road & La Costa Avenue 12 12 - - - 8 El Camino Real & Carlsbad Village Drive 11 11 - - - 9 Cannon Road & El Camino Real 10 10 - - 1 10 Melrose Drive & Lionshead Avenue 10 10 - - - Sept. 6, 2022 Item #8 131 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 28 El Camino Real & Palomar Airport Road A total of 18 collisions were reported at this intersection (2015-2019). The crash rate was determined to be 0.123 collisions per one million vehicles entering the intersection. The 18 collisions resulted in one severe injury (vehicle), nine visible injuries, and eight complaint of pain injuries. Broadside Collisions Nine of the 18 vehicular collision records were broadside collisions. Six of the nine broadside collisions were due to violation code 21453(a)1, failing to stop at the limit line, and following under the violation category of “Traffic Signs and Signals”. The party-at-fault was travelling in the east or south direction in six of the nine broadside records. Also, in six of the nine broadside collisions, the party-at-fault was proceeding straight. Collisions by Year and Mode Year Total Auto Ped Bike Severe Fatal 2015 6 5 1 - - - 2016 3 3 - - 1 - 2017 5 5 - - - - 2018 1 1 - - - - 2019 3 3 - - - - Total 18 17 1 - 1 - 1 21453(a) – A driver facing a steady circular red signal alone shall stop at a marked limit line, but if none, before entering the crosswalk on the near side of the intersection or, if none, then before entering the intersection, and shall remain stopped until an indication to proceed is shown, except as provided in subdivision (b). Sept. 6, 2022 Item #8 132 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 29 Rear-End Collisions Two of the three rear-end collisions were caused by a vehicle proceeding straight, one vehicle heading south and one vehicle heading west. The third collision was caused by a stopped vehicle in the westbound direction. Pedestrian-Involved Collision The vehicle was at-fault for the only collision involving a pedestrian, failing to yield to the pedestrian while the pedestrian was crossing in the (unmarked) crosswalk at the intersection. The vehicle was heading north and making right-turn. Sobriety Alcohol was not reported as a factor during any of the 18 collisions at this location. Lighting and Time of Day Eleven of 18 collisions (61%) were reported during daylight. 33% of the collisions occurred during in the nighttime, when visibility may be limited. Lighting is provided on all four signal poles and was reported as functioning. Collisions by Crash Type Collisions by Lighting Condition Collisions by Time of the Day Broadside, 50% Head-On, 11% Other, 5% Overturned, 5% Rear-End, 17% Sideswipe, 6% Vehicle -Pedestrian, 6% Dark - Street Lights, 33% Daylight, 61% Dusk -Dawn, 6% 0 1 2 3 Sept. 6, 2022 Item #8 133 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 30 Melrose Drive & Palomar Airport Road A total of 16 collisions were reported at this intersection (2015-2019). The collision rate was determined to be 0.116 collisions per one million vehicles entering the intersection. All 16 collisions were vehicle collisions and there were no fatal or severe injury collisions reported. Broadside Collisions Eight of the 16 collision records were broadside collisions. Seven of the eight broadside collisions were due to violation code 21453(a)2, failing to stop at the limit line. In four of the eight broadside collisions, the driver was making either a left-turn, right-turn, or other unsafe turning, and the remaining four were proceeding straight. In all instances, the party-at-fault was heading either south or east. Collisions by Year and Mode Year Total Auto Ped Bike Severe Fatal 2015 - - - - - - 2016 7 7 - - - - 2017 1 1 - - - - 2018 2 2 - - - - 2019 6 6 - - - - Total 16 16 - - - - 2 21453(a) – A driver facing a steady circular red signal alone shall stop at a marked limit line, but if none, before entering the crosswalk on the near side of the intersection or, if none, then before entering the intersection, and shall remain stopped until an indication to proceed is shown, except as provided in subdivision (b). Sept. 6, 2022 Item #8 134 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 31 Hit Object Collisions Three of the 16 collision records were hit object collisions. Two of them were attributed to violation code 223503, unsafe speed, and one of them was due to a person driving under the influence of alcohol. In all three instances, the vehicles were heading in the east-west direction. Two of them were proceeding straight and one was making a left-turn. Sobriety Only one of the 16 collisions at this location involved a driver under the influence of alcohol. This resulted in other visible injury. Lighting and Time of Day Nine of the 16 collisions (56%) reported at this location occurred during nighttime, when visibility may be limited. Lighting is provided on all four signal poles and was reported as functioning. Collisions by Crash Type Collision by Lighting Condition Collisions by Time of the Day 3 22350 - Unsafe speed for prevailing conditions. Broadside, 50% Head-On, 13% Hit Object, 19% Not Stated, 6% Rear-End, 6% Sideswipe, 6% Dark -Street Lights, 56% Daylight, 44% 0 1 2 3 4 Sept. 6, 2022 Item #8 135 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 32 Carlsbad Boulevard & State Street A total of 15 collisions were reported at this intersection (2015-2019). The collision rate was determined to be 0.510 collisions per one million vehicles entering the intersection. From the 15 collisions, there were two bicycle-involved collisions and one pedestrian involved collision reported. None of them resulted in a severe injury or fatal collision. Head-On Collisions Three of the 15 vehicular collision records were head-on collisions. All three head-on collisions were due to violation code 23152(a)4, driving under influence of alcohol. The party-at-fault was proceeding straight and going south in all head-on collisions. Hit Object Collisions Three of the 15 vehicular collision records were hit object collisions. They were all attributed to the party-at-fault driving under the influence of alcohol. All vehicles were proceeding straight in the north-south direction. Collisions by Year and Mode Year Total Auto Ped Bike Severe Fatal 2015 4 3 1 - - - 2016 8 7 - 1 - - 2017 1 1 - - - - 2018 2 1 - 1 - - 2019 - - - - - - Total 15 12 1 2 - - 4 23152(a) – It is unlawful for a person who is under the influence of any alcoholic beverage to drive a vehicle. Sept. 6, 2022 Item #8 136 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 33 Overturned Collisions Three of the 15 vehicular collisions were overturned collisions. Two of them were caused by a driver under the influence of alcohol and one was due to unsafe speed. All party-at-fault vehicles were heading in the north-south direction. All of them were making different movements. Pedestrian Collision The only pedestrian collision reported was attributed to violation code 21456(a)5, a pedestrian failing to yield the right-of-way to a vehicle already in the crosswalk. In this case, the vehicle was proceeding straight in the west direction. Bicycle Collisions Two bicycle-involved collisions were reported. One of them was attributed to violation code 21703(b)6, a vehicle driving too closely to the bicycle resulting in a rear-end collision. No violation code was assigned to the other bicycle collision, but the bicyclist was identified as the party-at-fault while making a merging movement. In both bicycle-involved collisions, the party-at-fault was heading north. Sobriety Nine of the 15 collisions involved drivers under the influence of alcohol. None of these resulted in a severe or fatal injury. One impairment was unknown. Collisions by Crash Type Collisions by Lighting Condition Lighting and Time of Day 14 of the 15 collisions (93%) were reported during nighttime or dusk when visibility may be limited. Lighting is provided via one traditional pole over the intersection and a series of pedestrian-scaled poles. Streetlights were reported as Not Functioning for two collisions, the most recent in December 2018. Collisions by Time of the Day 5 21456(a) – A pedestrian facing the “WALK” signal may proceed across the roadway in the direction of the signal, but shall yield the right- of-way to vehicles lawfully within the intersection at the time that signal is first shown. 6 21703 – The driver of a motor vehicle shall not follow another vehicle more closely than is reasonable and prudent, having due regard for the speed of such vehicle and the traffic upon, and the condition of, the roadway. Broadside, 6% Head-On, 20% Hit Object, 20% Other, 13% Overturned, 20% Rear-End, 7% Sideswipe, 7% Vehicle - Pedestrian, 7% Dark -Street Lights, 73% Daylight, 7% Dusk -Dawn, 20% 0 1 2 3 Sept. 6, 2022 Item #8 137 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 34 El Camino Real & Alga Road A total of 14 collisions were reported at this intersection (2015-2019). The collision rate was determined to be 0.118 collisions per one million vehicles entering the intersection. The 14 collisions resulted in one severe injury (auto), four visible injuries, and nine complaint of pain injuries. Rear-End Collisions Seven of the 14 vehicular collision records were rear-end collisions. Five of the seven rear-end collisions were attributed to violation code 223507, vehicles going at unsafe speed, one was due to a vehicle driving too closely to another, and one was caused by the party-at fault using an electronic device while driving. The party-at-fault was travelling in the northbound or southbound direction preceding six of the seven rear-end collisions. Five of them were proceeding straight and only one was making a right-turn. Collisions by Year and Mode Year Total Auto Ped Bike Severe Fatal 2015 1 1 - - - - 2016 4 4 - - - - 2017 2 2 - - 1 - 2018 3 3 - - - - 2019 4 4 - - - - Total 14 14 - - 1 - 7 22350 – Unsafe speed for prevailing conditions. Sept. 6, 2022 Item #8 138 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 35 Broadside Collisions Four of the 14 collisions at this intersection were reported as broadside collisions, including one severe injury. The party-at fault was driving in a different direction in each collision. The only one heading east was making a left-turn, and the remaining three were proceeding straight. Two of the four broadside collisions were due to a vehicle failing to stop at the limit line, violation code 21453(a)8. The severe/injury collision was caused by a vehicle failing to yield the right- of-way to other traffic, violation code 21451(a)9. The party-at-fault was proceeding straight heading south. Sobriety Alcohol was not reported as a factor during any of the 14 collisions at this location. Lighting and Time of Day Nine of 14 collisions (64%) were reported during daylight. Lighting is provided on all four signal poles and was reported as functioning. Collisions by Crash Type Collisions by Lighting Condition Collisions by Time of the Day 8 21453 (a) – A driver facing a steady circular red signal alone shall stop at a marked limit line, but if none, before entering the crosswalk on the near side of the intersection or, if none, then before entering the intersection, and shall remain stopped until an indication to proceed is shown, except as provided in subdivision (b). 9 21451 (a) – A driver facing a circular green signal shall proceed straight through or turn right or left or make a U-turn unless a sign prohibits a U-turn. Any driver, including one turning, shall yield the right-of-way to other traffic and to pedestrians lawfully within the intersection or an adjacent crosswalk. Broadside, 29% Head-On, 14% Rear-End, 50% Sideswipe, 7% Dark - Street Lights, 36% Daylight, 64% 0 1 2 3 Sept. 6, 2022 Item #8 139 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 36 College Boulevard & Palomar Airport Road A total of 12 collisions were reported at this intersection (2015-2019). The collision rate was determined to be 0.116 collisions per one million vehicles entering the intersection. The 12 collisions resulted in four visible injuries and eight complaint of pain injuries. Broadside Collisions Seven of the eight collisions were attributed to violation code 2145310, a driver failing to stop at the limit line facing a circular red signal. The party-at-fault in six of the eight broadside collisions were proceeding straight, and two were making a left-turn. In five of these incidents, the vehicle was heading in the east direction. Collisions by Year and Mode Year Total Auto Ped Bike Severe Fatal 2015 1 1 - - - - 2016 1 1 - - - - 2017 3 3 - - - - 2018 3 3 - - - - 2019 4 4 - - - - Total 12 12 - - - - 10 21453(a) – A driver facing a steady circular red signal alone shall stop at a marked limit line, but if none, before entering the crosswalk on the near side of the intersection or, if none, then before entering the intersection, and shall remain stopped until an indication to proceed is shown, except as provided in subdivision (b). Sept. 6, 2022 Item #8 140 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 37 Sobriety Alcohol was not reported as a factor during any of the 12 collisions at this location. However, one collision was reported to be involved with a driver under drug influence. It resulted in complaint of pain. Lighting and Time of Day Eight of 12 collisions (67%) were reported during daylight. Street lights were reported as not present for one collision which occurred in December 2017, however, lighting is provided on all four signal poles and reported as functioning for the remaining three collisions that occurred when it was dark. Collisions by Crash Type Collisions by Lighting Condition Collisions by Time of the Day Broadside, 67% Head-On, 17% Rear-End, 8% Sideswipe, 8% Dark -No Street Lights, 8% Dark - Street Lights, 25% Daylight, 67% 0 1 2 3 Sept. 6, 2022 Item #8 141 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 38 El Camino Real & La Costa Avenue A total of 12 collisions were reported at this intersection (2015-2019). The collision rate was determined to be 0.091 collisions per one million vehicles entering the intersection. The 12 collisions resulted in five visible injuries, and seven complaint of pain injuries. Rear-End Collisions Rear-end collisions accounted for 42% of the collisions at this intersection. Three of the five rear-end collisions were attributed to violation code 2235011, driving at an unsafe speed. The party-at-fault was proceeding straight during all five rear-end collisions and travelling in the eastbound direction in three of the five rear-end collisions. Collisions by Year and Mode Year Total Auto Ped Bike Severe Fatal 2015 3 3 - - - - 2016 2 1 - 1 - - 2017 1 1 - - - - 2018 1 1 - - - - 2019 5 5 - - - - Total 12 11 - 1 - - 11 22350 – Unsafe speed for prevailing conditions. Sept. 6, 2022 Item #8 142 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 39 Broadside Collisions Broadside collisions accounted for 41% of the collisions at this intersection. Two of the five broadside collisions were attributed to violation code 21453(a)12, failing to stop at the limit line. The party-at-fault was travelling in the east- or westbound direction in three of the five records. There was not a pattern found in the party-at-fault movement preceding the incident. Two of them were proceeding straight, two were making either a left- or right-turn, and one was travelling wrong way. Bicycle Collision The party-at-fault for the only bicycle-involved collision was reported to be the bicyclist. Violation code attributed to this incident was 21453(a), failing to stop at the limit line, crosswalk, or intersection. Preceding the accident, the bicyclist was heading south, and the driver was proceeding straight east. Sobriety The driver had been drinking alcohol before one of the 12 collisions, however, the level of impairment was stated as unknown. Lighting and Time of Day Ten of 12 collisions (83%) were reported during daylight. Nine of the 12 collisions occurred between 2:00pm and 7:00pm. Collisions by Crash Type Collisions by Lighting Condition Collisions by Time of the Day 12 21453(a) – A driver facing a steady circular red signal alone shall stop at a marked limit line, but if none, before entering the crosswalk on the near side of the intersection or, if none, then before entering the intersection, and shall remain stopped until an indication to proceed is shown, except as provided in subdivision (b). Broadside, 41% Rear-End, 42% Sideswipe, 17% Dark -Street Lights, 9% Daylight, 83% Dusk - Dawn, 8% 0 1 2 3 4 Sept. 6, 2022 Item #8 143 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 40 Rancho Santa Fe Road & La Costa Avenue A total of 12 collisions were reported at this intersection (2015-2019). The collision rate was determined to be 0.128 collisions per one million vehicles entering the intersection. The 12 collisions resulted in five visible injuries, and seven complaint of pain injuries. Rear-End Collisions Rear-end collisions were the leading crash type at 67% of collisions at this intersection (8/12). The main violations associated with the rear-end collisions were related to the driver driving at unsafe speed, 2235013. The party-at-fault was travelling in the north- southbound direction during all rear-end collisions and proceeding straight during seven of eight rear-end collisions. Collisions by Year and Mode Year Total Auto Ped Bike Severe Fatal 2015 3 3 - - - - 2016 5 5 - - - - 2017 - - - - - - 2018 4 4 - - - - 2019 - - - - - - Total 12 12 - - - - Sobriety One of the 12 collisions reported at this location was involved with a driver under the influence of alcohol. It resulted in other visible injury. 13 22350 – Unsafe speed for prevailing conditions. Sept. 6, 2022 Item #8 144 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 41 Lighting and Time of Day Eight of 12 collisions (67%) were reported during daylight. Lighting is provided on all four signal poles and was reported as functioning. Collisions by Crash Type Collisions by Lighting Condition Collisions by Time of the Day Broadside, 17% Head-On, 8% Rear-End, 67% Sideswipe, 8% Dark - Street Lights, 33% Daylight, 67% 0 1 2 3 4 Sept. 6, 2022 Item #8 145 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 42 El Camino Real & Carlsbad Village Drive A total of 11 collisions were reported at this intersection (2015-2019). The collision rate was determined to be 0.153 collisions per one million vehicles entering the intersection. The 11 collisions resulted in four visible injuries and seven complaint of pain injuries. Broadside Collisions Broadside collisions were the leading crash type at this intersection, accounting for 64% (7/11) of the collisions. Six of the seven broadside collisions occurred while the party- at-fault was travelling north- or southbound and proceeding straight through the intersection. As well, six broadside collisions were due to violation code 21453(a)14, failing to stop at the limit line while facing a red signal. Collisions by Year and Mode Year Total Auto Ped Bike Severe Fatal 2015 1 1 - - - - 2016 2 2 - - - - 2017 5 5 - - - - 2018 1 1 - - - - 2019 2 2 - - - - Total 11 11 - - - - 14 21453(a) – A driver facing a steady circular red signal alone shall stop at a marked limit line, but if none, before entering the crosswalk on the near side of the intersection or, if none, then before entering the intersection, and shall remain stopped until an indication to proceed is shown, except as provided in subdivision (b). Sept. 6, 2022 Item #8 146 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 43 Sobriety Two of the 11 collisions reported at this location were involved with a driver under the influence of alcohol or drugs. None of these resulted in a severe or fatal injury. Lighting and Time of Day Six of 11 collisions (55%) were reported during daylight. Lighting is provided on all four signal poles and was reported as functioning. Collisions by Crash Type Collisions by Lighting Condition Collisions by Time of the Day Broadside, 64%Hit Object, 9% Other, 9% Rear-End, 9% Sideswipe, 9% Dark -Street Lights, 45% Daylight, 55% 0 1 2 3 Sept. 6, 2022 Item #8 147 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 44 Cannon Road & El Camino Real A total of 10 collisions were reported at this intersection (2015-2019). The collision rate was determined to be 0.096 collisions per one million vehicles entering the intersection. The 10 collisions resulted in one severe injury (auto), two visible injuries, and seven complaint of pain injuries. Broadside Collisions Broadside collisions accounted for 40% (4/10) of the collisions, including one severe injury collision. Three of the four broadside collisions, including the severe injury collision, were due to violation code 21453(a)15, failing to stop at the limit line while facing a red signal. There was no clear trend identified in reference to movement or direction preceding the collisions. Collisions by Year and Mode Year Total Auto Ped Bike Severe Fatal 2015 - - - - - - 2016 5 5 - - 1 - 2017 - - - - - - 2018 2 2 - - - - 2019 3 3 - - - - Total 10 10 - - 1 - 15 21453(a) – A driver facing a steady circular red signal alone shall stop at a marked limit line, but if none, before entering the crosswalk on the near side of the intersection or, if none, then before entering the intersection, and shall remain stopped until an indication to proceed is shown, except as provided in subdivision (b). Sept. 6, 2022 Item #8 148 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 45 Rear-End Collisions Similar to broadside collisions, rear-end collisions accounted for 40% (4/10) of the collisions at this location. All four rear-end collisions occurred while the party-at-fault was travelling north- or southbound. The movement preceding the collision was evenly split between proceeding straight and slowing/stopping. Each rear-end collision was attributed to a different violation code, so there were no cause trends identified. Sobriety One of the 10 collisions involved a driver under the influence of alcohol. This resulted in a complaint of pain collision. Lighting and Time of Day Eight of 10 collisions (80%) were reported during daylight. Four of the 10 collisions occurred between 4:00pm and 6:00pm, which coincides with commute time. Collisions by Crash Type Collisions by Lighting Condition Collisions by Time of the Day Broadside, 40% Head-On, 10%Overturned, 10% Rear-End, 40% Dark -Street Lights, 20% Daylight, 80% 0 1 2 3 4 Sept. 6, 2022 Item #8 149 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 46 Melrose Drive & Lionshead Avenue A total of 10 collisions were reported at this intersection (2015-2019). The collision rate was determined to be 0.159 collisions per one million vehicles entering the intersection. The 10 collisions resulted in one visible injury, and nine complaint of pain injuries. Broadside Collisions Broadside collisions were the leading crash type at this intersection, accounting for 60% (6/10) of the collisions. Five of the six broadside collisions occurred while the party- at-fault was travelling north- or southbound and proceeding straight through the intersection. Four of the six broadside collisions were attributed to violation code 21453(a)16, failing to stop at the limit line while facing a red signal. One of the remaining broadside collisions was due to violation code 21453(c)17, failing to stop at Collisions by Year and Mode Year Total Auto Ped Bike Severe Fatal 2015 2 2 - - - - 2016 2 2 - - - - 2017 2 2 - - - - 2018 4 4 - - - - 2019 - - - - - - Total 10 10 - - - - 16 21453(a) – A driver facing a steady circular red signal alone shall stop at a marked limit line, but if none, before entering the crosswalk on the near side of the intersection or, if none, then before entering the intersection, and shall remain stopped until an indication to proceed is shown, except as provided in subdivision (b). 17 21453(c) – A driver facing a steady red arrow signal shall not enter the intersection to make the movement indicated by the arrow and, unless entering the intersection to make a movement permitted by another signal, shall stop at a clearly marked limit line, but if none, before entering the crosswalk on the near side of the intersection, or if none, then before entering the intersection, and shall remain stopped until an indication permitting movement is shown. Sept. 6, 2022 Item #8 150 Local Roadway Safety Plan DRAFT Intersection & Segment Analysis Page 47 the limit line while facing a red signal and making a left-turn. The vehicle was turning east. Sobriety Alcohol was not reported as a factor during any of the 10 collisions at this location. Lighting and Time of Day All 10 collisions reported at this location occurred during daylight. Collisions by Crash Type Collisions by Lighting Condition Collisions by Time of the Day Broadside, 60%Not Stated, 20% Rear-End, 10% Sideswipe, 10% Daylight, 100% 0 1 2 Sept. 6, 2022 Item #8 151 Miriam Jim, Senior Engineer, City of Carlsbad Andrew Prescott, Transportation Planner, CR Associates September 6, 2022 Draft Local Roadway Safety Plan (LRSP) RECOMMENDED ACTION Receive a presentation and provide feedback ITEM 8: Draft LRSP TODAY’S PRESENTATION •Background •Recap March 7th, 2022 T&MC Presentation •Topics to Address •Recommendations •Implementation Considerations •Next Steps ITEM 8: Draft LRSP BACKGROUND •On Jan. 9, 2020, the city was selected by Caltrans for a grant in the amount of $72,000 to prepare a Local Roadway Safety Plan (LRSP) •On April 5, 2021, by 7-0 vote, the Traffic and Mobility Commission members appointed Commissioner Fowler and Commissioner Penseyres to serve as part of LRSP Stakeholder group •On March 7, 2022, staff provided a progress update on the LRSP development. At the meeting, a summary of the collision data analysis findings and focus areas were presented. ITEM 8: Draft LRSP LOCAL ROADWAY SAFETY PLAN •LRSP provides a framework to systematically identify, analyze and prioritize roadway safety improvements to reduce fatalities and serious injuries on local roadways •A data-driven plan that uses a proactive approach to improve traffic safety in the city ITEM 8: Draft LRSP LOCAL ROADWAY SAFETY PLAN •Analyzed city-wide collision data between 2015 and 2019 •Identified hot-spots or high collision locations •Identified safety trends or focus areas in the city •Determined appropriate countermeasures •Prioritized these countermeasures or projects •Recommended implementation strategies ITEM 8: Draft LRSP MARCH 7TH,2022 T&MC PRESENTATION •Stakeholder Involvement Effort •Analysis Findings & Focus Areas •Recommendation Development •Next Steps ITEM 8: Draft LRSP TOPICS TO ADDRESS •Pedestrian –Drivers failing to yield to pedestrians in crosswalks –Pedestrians failing to yield to drivers while crossing outside of crosswalks ITEM 8: Draft LRSP TOPICS TO ADDRESS •Bicycle –Drivers failing to yield to bicyclists while making right-turns –Bicycle at-fault collisions due to unsafe speeds (primarily non-motor vehicle collisions) –Increases in E-bike use: people of varying bicycle skill levels are travelling further and faster than ever before ITEM 8: Draft LRSP TOPICS TO ADDRESS •Vehicular –Leading violations •Unsafe speed for prevailing conditions •Failure to stop at limit line •Driving under the influence (including youth DUI) –Leading crash types •Broadside (intersections and driveway locations) •Rear end (mid-block approaching intersections) ITEM 8: Draft LRSP RECOMMENDATIONS •Programmatic –Education –Enforcement •Infrastructure –Citywide –Site Specific ITEM 8: Draft LRSP PROGRAMMATIC RECOMMENDATIONS •Education –Safe Routes to School –Bicycle Education •Smart Cycling •Bike Rodeos •City Cycling •City Cycling for E-bikers –Youth Driving Under the Influence (Every 15-min) ITEM 8: Draft LRSP PROGRAMMATIC RECOMMENDATIONS •Enforcement & Emergency Response –Targeted DUI Enforcement –Targeted Speeding Enforcement –E-Bike Collision Coding ITEM 8: Draft LRSP INFRASTRUCTURE RECOMMENDATIONS ITEM 8: Draft LRSP Topic to address Countermeasure Drivers yielding to pedestrians Drivers yielding to bicyclists Failure to stop at the limit line Broadside collisions Rear end collisions Retroreflective backplates  Overhead-mounted signal head  Signal timing  High visibility crosswalks  Advance stop bar  Green conflict paint (right-turn) Red light indicators  CITYWIDE ITEM 8: Draft LRSP Countermeasure Location Retroreflective backplatesOverhead signal headDynamic speed warning signsHigh visibility crosswalksCurb extensionsAdvance stop barLightingSpeed reduction markingsEnhance sight distanceRoosevelt St & Carlsbad Village Dr  Harding St & Carlsbad Village Dr  Roosevelt St & Grand Ave  El Camino Real & Palomar Airport Rd  Melrose Dr & Palomar Airport Rd  Carlsbad Blvd & State St  El Camino Real & Alga Rd  Locker Ave & Palomar Airport Rd  Carlsbad Blvd & Cerezo Dr  INTERSECTION ITEM 8: Draft LRSP Countermeasure Location Road diet + buffered bike lanes Class I bike path Pedestrian refuge + curb extensions Rectangular rapid flashing beacon Paseo Del Norte: Palomar Airport Rd to Camino Del Parque  Carlsbad Boulevard: Carlsbad Village Dr to Cannon Rd  Carlsbad Boulevard: Tierra Del Oro to La Costa Ave  SEGMENT ITEM 8: Draft LRSP IMPLEMENTATION CONSIDERATIONS •Cost Estimates •Benefit Cost Ratios –Can be used to prioritize countermeasures –Used to determine HSIP awards •Previous HSIP Cycle BCR threshold for funding: 12.0 –Caltrans formula (cost, crash reduction factor, crash history) ITEM 8: Draft LRSP Location Countermeasures BCR IntersectionsEl Camino Real & Palomar Airport Rd •Retroreflective backplate borders •Overhead-mounted signal head •High visibility crosswalk •Advance stop bar 14.35 Carlsbad Boulevard & State St •Intersection lighting 15.80 Carlsbad Boulevard & Cerezo Dr •Dynamic warning signs 63.81 SegmentsPaseo Del Norte:Palomar Airport Rd to Camino Del Parque •Road diet + buffered bike lanes •Pedestrian refuge + curb extensions •Rectangular rapid flashing beacon 17.77 Carlsbad Boulevard:Carlsbad Village Dr to Cannon Rd •Road diet + buffered bike lanes 18.03 BENEFIT COST RATIOS ITEM 8: Draft LRSP IMPLEMENTATION CONSIDERATIONS •Funding Sources •Implementation with Scheduled Maintenance •Pre-and Post Implementation Monitoring –Collisions –Count Data –Infrastructure Modifications –Development Projects ITEM 8: Draft LRSP NEXT STEPS •Finalize report and present findings and results to City Council •Submit to Caltrans •Pursue HSIP Funding ITEM 8: Draft LRSP Traffic & Mobility Commission Agenda Item #8 Bicycle Collisions M caused 41% Solo Fall 38% B caused 21% Carlsbad Bicyclist Crashes 2014-2020 22 12 8 6 14 3 60 19 11 17 9 9 2 7 Bike -Car Collisions in Carlsbad 2014-2020 •Legend: Cyclist Fault are Blue Motorist Fault are Red