SlideShare a Scribd company logo
1 of 28
Traffic Safety on Bus Corridors

    Overview
Background: 2-year research project

Main findings regarding safety on bus and BRT corridors

Development of design guidelines

Road safety auditing: Rio s BRT corridors
Traffic Safety on Bus Corridors

Cities included in the study
Main findings: Overall safety impact of a BRT

Macrobús, Guadalajara
Main findings: Overall safety impact of a BRT

            Macrobús, Guadalajara
250                                                                                                5000
      Before BRT         During BRT construction            After start of operations
                                                                                                   4500
                                                                                Citywide crashes
200                                                                                                4000

                                                                                                   3500

150                                                                                                3000

                                                                                                   2500

100                                                                                                2000

                                                                                                   1500

50                                                                                                 1000

                                                                                                   500

  0                                                                                                0
Main findings: Overall safety impact of a BRT / Busway
Not all systems have had a positive impact on safety

                               Cristiano Machado Busway, Belo Horizonte
                                   Corridor with the highest crash
                                   frequency citywide




                               BRTS, Delhi
                                  Initial increase in fatalities after the
                                  implementation of the bus system
Overview of the research

    Methodology
Crash data collection and analysis

Road safety audits and inspections

Discussions with safety experts from bus agencies

Road test and review: getting feedback to improve the guidelines
Overview of the research

                 Data analysis
Example: Results from the Mexico City intersection model

                                                 Vehicle collision model (NB)   Pedestrian crash model (NB)
                                                 Coef.                          Coef.
Constant                                         -1.518***                      -1.857***
Number of legs                                   0.374***                       0.252***
Number of lanes per leg                          0.374***                       0.341***
Left turns per approach                          1.705***                       1.268**
Market area                                      -                              0.664***
Maximum pedestrian crossing distance (m)         -                              0.026**
Pedestrian overpass                              -                              -0.147
Center-lane BRT (Metrobus Line 1)                -0.029                         -0.299
Counterflow bus lane                             0.554***                       0.389**
Curbside bus lane                                -0.176                         -0.087
No. of observations                              216                            216
Log likelihood                                   -618.475                       -518.539
LR chi2                                          139.99                         104.88
Prob > chi2                                      0.000                          0.000
chibar2(01)                                      367.14                         231.39
Prob >=chibar2                                   0.000                          0.000
*** p<=0.001, ** p<=0.05, * p<=0.1, - variable not included in the model
Overview of the research

     Road safety inspections




 Detailed inspection of operating BRT corridors (here, Av. Caracas,
TransMilenio) together with certified road safety auditors
Overview of the research

       Road safety audits




 Identifying safety issues in project drawings for BRT or bus
corridors and suggesting improvements
Overview of the research

Main findings
Factors influencing crash frequencies
Counterflow

                   Counterflow lanes were strongly correlated with higher
                   crash frequencies across all our models (p<0.001)
Factors influencing crash frequencies
          Street width and intersection size and complexity

    Road width and complexity of intersections were the most important predictors of
   crash frequencies.




Metrobus Line 1, Mexico City
Factors influencing crash frequencies
Location of bus lanes




                                        Central median
                                        Shorter pedestrian crossings
                                        Fewer mixed traffic lanes
                                        Some 4-way intersections turned into
                                        T junctions





3500



                    3000



                    2500
Acidentes por ano




                    2000

                                                 Sem vítimas
                                                No injury
                    1500                        Injury vítimas
                                                  Com



                    1000



                     500



                       0
                           2008   2009   2010
                                                     Fonte: CET-Rio










    Fonte: CET-Rio, IPEA
Se as recomendações forem incorporadas:
    Redução da gravidade dos acidentes
    A cada ano serão evitados (*):
        800 acidentes
        200 vítimas,
        incluindo 10 fatalidades




(*) há casos onde a simples implantação de um corredor de ônibus
levou a um aumento da incidência e gravidade de acidentes
Bus Corridor Safety Research Findings
Bus Corridor Safety Research Findings
Bus Corridor Safety Research Findings

More Related Content

Similar to Bus Corridor Safety Research Findings

Webinar: Traffic safety on bus corridors
Webinar: Traffic safety on bus corridorsWebinar: Traffic safety on bus corridors
Webinar: Traffic safety on bus corridorsBRTCoE
 
Final presentation opt
Final presentation optFinal presentation opt
Final presentation optAbrar Burk
 
Dr. SUN Feng-chun, Vice President, Beijing Institute of Technology
Dr. SUN Feng-chun, Vice President, Beijing Institute of TechnologyDr. SUN Feng-chun, Vice President, Beijing Institute of Technology
Dr. SUN Feng-chun, Vice President, Beijing Institute of TechnologyCALSTART
 
BRT- A Must Have for Delhi
BRT- A Must Have for DelhiBRT- A Must Have for Delhi
BRT- A Must Have for Delhidelhilovesbuses
 
The City Bus Terminal Amenities and Real Time Information Systems at Mysore C...
The City Bus Terminal Amenities and Real Time Information Systems at Mysore C...The City Bus Terminal Amenities and Real Time Information Systems at Mysore C...
The City Bus Terminal Amenities and Real Time Information Systems at Mysore C...WRI Ross Center for Sustainable Cities
 
PlaNiTulsa Scenarios Transportation Highlights 051509
PlaNiTulsa Scenarios Transportation Highlights 051509PlaNiTulsa Scenarios Transportation Highlights 051509
PlaNiTulsa Scenarios Transportation Highlights 051509fregoneseassociates
 
Energy Risks to Activity Systems as a function of urban form
Energy Risks to Activity Systems as a function of urban formEnergy Risks to Activity Systems as a function of urban form
Energy Risks to Activity Systems as a function of urban formAndre Dantas
 
Dr. mohd . montazeri tehran metro
Dr. mohd . montazeri  tehran metroDr. mohd . montazeri  tehran metro
Dr. mohd . montazeri tehran metroIbrahim Al-Hudhaif
 
IRJET- Design and Comparision of Flexible and Rigid Pavements
IRJET-  	  Design and Comparision of Flexible and Rigid PavementsIRJET-  	  Design and Comparision of Flexible and Rigid Pavements
IRJET- Design and Comparision of Flexible and Rigid PavementsIRJET Journal
 
Value uplift of BRT in Brisbane
Value uplift of BRT in BrisbaneValue uplift of BRT in Brisbane
Value uplift of BRT in BrisbaneBRTCoE
 
Cable Cleats Catalog Cooper B Line
Cable Cleats Catalog   Cooper B LineCable Cleats Catalog   Cooper B Line
Cable Cleats Catalog Cooper B Linescreamersparks
 
Chap-5-T-Girder Example-1.pdf
Chap-5-T-Girder Example-1.pdfChap-5-T-Girder Example-1.pdf
Chap-5-T-Girder Example-1.pdfAberaMamoJaleta
 
SPICE MODEL of SSM3J14T (Standard+BDS Model) in SPICE PARK
SPICE MODEL of SSM3J14T (Standard+BDS Model) in SPICE PARKSPICE MODEL of SSM3J14T (Standard+BDS Model) in SPICE PARK
SPICE MODEL of SSM3J14T (Standard+BDS Model) in SPICE PARKTsuyoshi Horigome
 
Intelligent Transportation Systems (Transportation Engineering)
Intelligent Transportation Systems (Transportation Engineering)Intelligent Transportation Systems (Transportation Engineering)
Intelligent Transportation Systems (Transportation Engineering)Hossam Shafiq I
 
Managing Viennas Tram and Metro Network
Managing Viennas Tram and Metro NetworkManaging Viennas Tram and Metro Network
Managing Viennas Tram and Metro NetworkMarkus Ossberger
 

Similar to Bus Corridor Safety Research Findings (20)

BRT/Busways and Traffic Safety
BRT/Busways and Traffic SafetyBRT/Busways and Traffic Safety
BRT/Busways and Traffic Safety
 
Webinar: Traffic safety on bus corridors
Webinar: Traffic safety on bus corridorsWebinar: Traffic safety on bus corridors
Webinar: Traffic safety on bus corridors
 
BRT in Latin America: The Metrobus Experience
BRT in Latin America: The Metrobus ExperienceBRT in Latin America: The Metrobus Experience
BRT in Latin America: The Metrobus Experience
 
Final presentation opt
Final presentation optFinal presentation opt
Final presentation opt
 
Dr. SUN Feng-chun, Vice President, Beijing Institute of Technology
Dr. SUN Feng-chun, Vice President, Beijing Institute of TechnologyDr. SUN Feng-chun, Vice President, Beijing Institute of Technology
Dr. SUN Feng-chun, Vice President, Beijing Institute of Technology
 
BRT Workshop - Bus Rapid Transit and Traffic Safety
BRT Workshop - Bus Rapid Transit and Traffic SafetyBRT Workshop - Bus Rapid Transit and Traffic Safety
BRT Workshop - Bus Rapid Transit and Traffic Safety
 
BRT- A Must Have for Delhi
BRT- A Must Have for DelhiBRT- A Must Have for Delhi
BRT- A Must Have for Delhi
 
The City Bus Terminal Amenities and Real Time Information Systems at Mysore C...
The City Bus Terminal Amenities and Real Time Information Systems at Mysore C...The City Bus Terminal Amenities and Real Time Information Systems at Mysore C...
The City Bus Terminal Amenities and Real Time Information Systems at Mysore C...
 
PlaNiTulsa Scenarios Transportation Highlights 051509
PlaNiTulsa Scenarios Transportation Highlights 051509PlaNiTulsa Scenarios Transportation Highlights 051509
PlaNiTulsa Scenarios Transportation Highlights 051509
 
Energy Risks to Activity Systems as a function of urban form
Energy Risks to Activity Systems as a function of urban formEnergy Risks to Activity Systems as a function of urban form
Energy Risks to Activity Systems as a function of urban form
 
Dr. mohd . montazeri tehran metro
Dr. mohd . montazeri  tehran metroDr. mohd . montazeri  tehran metro
Dr. mohd . montazeri tehran metro
 
IRJET- Design and Comparision of Flexible and Rigid Pavements
IRJET-  	  Design and Comparision of Flexible and Rigid PavementsIRJET-  	  Design and Comparision of Flexible and Rigid Pavements
IRJET- Design and Comparision of Flexible and Rigid Pavements
 
Value uplift of BRT in Brisbane
Value uplift of BRT in BrisbaneValue uplift of BRT in Brisbane
Value uplift of BRT in Brisbane
 
Cable Cleats Catalog Cooper B Line
Cable Cleats Catalog   Cooper B LineCable Cleats Catalog   Cooper B Line
Cable Cleats Catalog Cooper B Line
 
Chap-5-T-Girder Example-1.pdf
Chap-5-T-Girder Example-1.pdfChap-5-T-Girder Example-1.pdf
Chap-5-T-Girder Example-1.pdf
 
SPICE MODEL of SSM3J14T (Standard+BDS Model) in SPICE PARK
SPICE MODEL of SSM3J14T (Standard+BDS Model) in SPICE PARKSPICE MODEL of SSM3J14T (Standard+BDS Model) in SPICE PARK
SPICE MODEL of SSM3J14T (Standard+BDS Model) in SPICE PARK
 
Marshall - CNU Street Network Presentation
Marshall - CNU Street Network PresentationMarshall - CNU Street Network Presentation
Marshall - CNU Street Network Presentation
 
Intelligent Transportation Systems (Transportation Engineering)
Intelligent Transportation Systems (Transportation Engineering)Intelligent Transportation Systems (Transportation Engineering)
Intelligent Transportation Systems (Transportation Engineering)
 
Integrated Public Transport System SITP- Bogotá
Integrated Public Transport System SITP- BogotáIntegrated Public Transport System SITP- Bogotá
Integrated Public Transport System SITP- Bogotá
 
Managing Viennas Tram and Metro Network
Managing Viennas Tram and Metro NetworkManaging Viennas Tram and Metro Network
Managing Viennas Tram and Metro Network
 

More from WRI Ross Center for Sustainable Cities

Restoration of Urban Blue Acres_Nualgi Pyco-remediation of sewage and lakes
Restoration of Urban Blue Acres_Nualgi Pyco-remediation of sewage and lakesRestoration of Urban Blue Acres_Nualgi Pyco-remediation of sewage and lakes
Restoration of Urban Blue Acres_Nualgi Pyco-remediation of sewage and lakesWRI Ross Center for Sustainable Cities
 
Unlock Bengaluru 2018: Roadmap to the Townships and Campuses of the Future
Unlock Bengaluru 2018: Roadmap to the Townships and Campuses of the FutureUnlock Bengaluru 2018: Roadmap to the Townships and Campuses of the Future
Unlock Bengaluru 2018: Roadmap to the Townships and Campuses of the FutureWRI Ross Center for Sustainable Cities
 
CK2018: Assessment of Istanbul Historic Peninsula Pedestrianization Project
CK2018: Assessment of Istanbul Historic Peninsula Pedestrianization ProjectCK2018: Assessment of Istanbul Historic Peninsula Pedestrianization Project
CK2018: Assessment of Istanbul Historic Peninsula Pedestrianization ProjectWRI Ross Center for Sustainable Cities
 
CK2018: Global Convenant of Mayors approach to Climate Action Planning
CK2018: Global Convenant of Mayors approach to Climate Action PlanningCK2018: Global Convenant of Mayors approach to Climate Action Planning
CK2018: Global Convenant of Mayors approach to Climate Action PlanningWRI Ross Center for Sustainable Cities
 

More from WRI Ross Center for Sustainable Cities (20)

Restoration of Urban Blue Acres_Case of Rajokari Village
Restoration of Urban Blue Acres_Case of Rajokari VillageRestoration of Urban Blue Acres_Case of Rajokari Village
Restoration of Urban Blue Acres_Case of Rajokari Village
 
Restoration of Urban Blue Acres_Nualgi Pyco-remediation of sewage and lakes
Restoration of Urban Blue Acres_Nualgi Pyco-remediation of sewage and lakesRestoration of Urban Blue Acres_Nualgi Pyco-remediation of sewage and lakes
Restoration of Urban Blue Acres_Nualgi Pyco-remediation of sewage and lakes
 
Restoration of Urban Blue Acres_Green Water Revoln. Pune
Restoration of Urban Blue Acres_Green Water Revoln. PuneRestoration of Urban Blue Acres_Green Water Revoln. Pune
Restoration of Urban Blue Acres_Green Water Revoln. Pune
 
Restoration of Urban Blue Acres_Biostarts Ventures
Restoration of Urban Blue Acres_Biostarts VenturesRestoration of Urban Blue Acres_Biostarts Ventures
Restoration of Urban Blue Acres_Biostarts Ventures
 
Restoration of Urban Blue Acres_Biome Water for Cities
Restoration of Urban Blue Acres_Biome Water for CitiesRestoration of Urban Blue Acres_Biome Water for Cities
Restoration of Urban Blue Acres_Biome Water for Cities
 
Restoration of Urban Blue Acres_Relevance of Global Outlook to HYD
Restoration of Urban Blue Acres_Relevance of Global Outlook to HYDRestoration of Urban Blue Acres_Relevance of Global Outlook to HYD
Restoration of Urban Blue Acres_Relevance of Global Outlook to HYD
 
Restoration of Urban Blue Acres_Ayala
Restoration of Urban Blue Acres_AyalaRestoration of Urban Blue Acres_Ayala
Restoration of Urban Blue Acres_Ayala
 
Restoration of Urban Blue Acres_Multi-stakeholder forum HYD
Restoration of Urban Blue Acres_Multi-stakeholder forum HYDRestoration of Urban Blue Acres_Multi-stakeholder forum HYD
Restoration of Urban Blue Acres_Multi-stakeholder forum HYD
 
Unlock Bengaluru 2018: Roadmap to the Townships and Campuses of the Future
Unlock Bengaluru 2018: Roadmap to the Townships and Campuses of the FutureUnlock Bengaluru 2018: Roadmap to the Townships and Campuses of the Future
Unlock Bengaluru 2018: Roadmap to the Townships and Campuses of the Future
 
Unlock Bengaluru 2018: Water - Are we nearing Day Zero?
Unlock Bengaluru 2018: Water - Are we nearing Day Zero?Unlock Bengaluru 2018: Water - Are we nearing Day Zero?
Unlock Bengaluru 2018: Water - Are we nearing Day Zero?
 
CK2018: Assessment of Istanbul Historic Peninsula Pedestrianization Project
CK2018: Assessment of Istanbul Historic Peninsula Pedestrianization ProjectCK2018: Assessment of Istanbul Historic Peninsula Pedestrianization Project
CK2018: Assessment of Istanbul Historic Peninsula Pedestrianization Project
 
CK2018: Green Corridor TOD Project - Cali, Colombia
CK2018: Green Corridor TOD Project - Cali, ColombiaCK2018: Green Corridor TOD Project - Cali, Colombia
CK2018: Green Corridor TOD Project - Cali, Colombia
 
CK2018: Land value capture in Brazil
CK2018: Land value capture in BrazilCK2018: Land value capture in Brazil
CK2018: Land value capture in Brazil
 
CK2018: Urban Development - Examples from Mexico
CK2018: Urban Development - Examples from MexicoCK2018: Urban Development - Examples from Mexico
CK2018: Urban Development - Examples from Mexico
 
CK2018: Working with Partners & Data Sharing
CK2018: Working with Partners & Data Sharing CK2018: Working with Partners & Data Sharing
CK2018: Working with Partners & Data Sharing
 
CK2018: Global Convenant of Mayors approach to Climate Action Planning
CK2018: Global Convenant of Mayors approach to Climate Action PlanningCK2018: Global Convenant of Mayors approach to Climate Action Planning
CK2018: Global Convenant of Mayors approach to Climate Action Planning
 
CK2018: GHG Platform India
CK2018: GHG Platform IndiaCK2018: GHG Platform India
CK2018: GHG Platform India
 
CK2018: Climate Actions for Cities India's NDC, NAPCC and SAPCC
CK2018: Climate Actions for Cities India's NDC, NAPCC and SAPCCCK2018: Climate Actions for Cities India's NDC, NAPCC and SAPCC
CK2018: Climate Actions for Cities India's NDC, NAPCC and SAPCC
 
CK2018: Barriers and Global Innovations for Electric Bus Fleets
CK2018: Barriers and Global Innovations for Electric Bus FleetsCK2018: Barriers and Global Innovations for Electric Bus Fleets
CK2018: Barriers and Global Innovations for Electric Bus Fleets
 
CK2018: Electric Vehicle Financing
CK2018: Electric Vehicle FinancingCK2018: Electric Vehicle Financing
CK2018: Electric Vehicle Financing
 

Recently uploaded

CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Servicegiselly40
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...gurkirankumar98700
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024Results
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxKatpro Technologies
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure servicePooja Nehwal
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024The Digital Insurer
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...Martijn de Jong
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Igalia
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking MenDelhi Call girls
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 

Recently uploaded (20)

CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 

Bus Corridor Safety Research Findings

  • 1.
  • 2. Traffic Safety on Bus Corridors Overview Background: 2-year research project Main findings regarding safety on bus and BRT corridors Development of design guidelines Road safety auditing: Rio s BRT corridors
  • 3. Traffic Safety on Bus Corridors Cities included in the study
  • 4. Main findings: Overall safety impact of a BRT Macrobús, Guadalajara
  • 5. Main findings: Overall safety impact of a BRT Macrobús, Guadalajara 250 5000 Before BRT During BRT construction After start of operations 4500 Citywide crashes 200 4000 3500 150 3000 2500 100 2000 1500 50 1000 500 0 0
  • 6. Main findings: Overall safety impact of a BRT / Busway Not all systems have had a positive impact on safety Cristiano Machado Busway, Belo Horizonte Corridor with the highest crash frequency citywide BRTS, Delhi Initial increase in fatalities after the implementation of the bus system
  • 7. Overview of the research Methodology Crash data collection and analysis Road safety audits and inspections Discussions with safety experts from bus agencies Road test and review: getting feedback to improve the guidelines
  • 8. Overview of the research Data analysis Example: Results from the Mexico City intersection model Vehicle collision model (NB) Pedestrian crash model (NB) Coef. Coef. Constant -1.518*** -1.857*** Number of legs 0.374*** 0.252*** Number of lanes per leg 0.374*** 0.341*** Left turns per approach 1.705*** 1.268** Market area - 0.664*** Maximum pedestrian crossing distance (m) - 0.026** Pedestrian overpass - -0.147 Center-lane BRT (Metrobus Line 1) -0.029 -0.299 Counterflow bus lane 0.554*** 0.389** Curbside bus lane -0.176 -0.087 No. of observations 216 216 Log likelihood -618.475 -518.539 LR chi2 139.99 104.88 Prob > chi2 0.000 0.000 chibar2(01) 367.14 231.39 Prob >=chibar2 0.000 0.000 *** p<=0.001, ** p<=0.05, * p<=0.1, - variable not included in the model
  • 9. Overview of the research Road safety inspections Detailed inspection of operating BRT corridors (here, Av. Caracas, TransMilenio) together with certified road safety auditors
  • 10. Overview of the research Road safety audits Identifying safety issues in project drawings for BRT or bus corridors and suggesting improvements
  • 11. Overview of the research Main findings
  • 12. Factors influencing crash frequencies Counterflow Counterflow lanes were strongly correlated with higher crash frequencies across all our models (p<0.001)
  • 13. Factors influencing crash frequencies Street width and intersection size and complexity Road width and complexity of intersections were the most important predictors of crash frequencies. Metrobus Line 1, Mexico City
  • 14. Factors influencing crash frequencies Location of bus lanes Central median Shorter pedestrian crossings Fewer mixed traffic lanes Some 4-way intersections turned into T junctions
  • 15.
  • 16.
  • 17.
  • 18.
  • 19.
  • 21. 3500 3000 2500 Acidentes por ano 2000 Sem vítimas No injury 1500 Injury vítimas Com 1000 500 0 2008 2009 2010 Fonte: CET-Rio
  • 22.    Fonte: CET-Rio, IPEA
  • 23.
  • 24.
  • 25. Se as recomendações forem incorporadas: Redução da gravidade dos acidentes A cada ano serão evitados (*): 800 acidentes 200 vítimas, incluindo 10 fatalidades (*) há casos onde a simples implantação de um corredor de ônibus levou a um aumento da incidência e gravidade de acidentes