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Understanding the Effect of Traffic Congestion on Accidents Using Big Data

Author

Listed:
  • Santiago Sánchez González

    (Transport Division, Inter-American Development Bank, Washington, DC 20577, USA)

  • Felipe Bedoya-Maya

    (Transport Division, Inter-American Development Bank, Washington, DC 20577, USA)

  • Agustina Calatayud

    (Transport Division, Inter-American Development Bank, Washington, DC 20577, USA)

Abstract

Understanding the temporal and spatial dynamics of traffic accidents are a key determinant in their mitigation. This article leverages big data and a Poisson model with fixed effects to understand the causality of traffic congestion on road accidents in ten cities in Latin America: Bogota, Buenos Aires, Lima, Mexico City, Montevideo, Rio de Janeiro, San Salvador, Santiago, Santo Domingo, and Sao Paulo. Analyzing over 10 billion observations in 2019, results show a positive non-linear causality of congestion on the number of accidents. Overall, the results suggest that a 10% reduction in traffic delay would reduce accidents by 3.4%, equivalent to over 72 thousand traffic accidents. Sao Paulo and Mexico City would be particularly benefited, with reductions of 5.4% and 4.7%, respectively. The results of this paper aim to support policymakers in emerging economies in implementing measures to reduce congestion and, with it, the related direct and indirect costs borne by societies.

Suggested Citation

  • Santiago Sánchez González & Felipe Bedoya-Maya & Agustina Calatayud, 2021. "Understanding the Effect of Traffic Congestion on Accidents Using Big Data," Sustainability, MDPI, vol. 13(13), pages 1-19, July.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:13:p:7500-:d:588908
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    References listed on IDEAS

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    1. William Robert Reed, 2015. "On the Practice of Lagging Variables to Avoid Simultaneity," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 77(6), pages 897-905, December.
    2. Cheng Keat Tang & Jos van Ommeren, 2022. "Accident externality of driving: evidence from the London Congestion Charge [Pounds that kill: the external costs of vehicle weight]," Journal of Economic Geography, Oxford University Press, vol. 22(3), pages 547-580.
    3. Basu, Rounaq & Ferreira, Joseph, 2021. "Sustainable mobility in auto-dominated Metro Boston: Challenges and opportunities post-COVID-19," Transport Policy, Elsevier, vol. 103(C), pages 197-210.
    4. Cavallo, Eduardo A. & Powell, Andrew & Serebrisky, Tomás, 2020. "From Structures to Services: The Path to Better Infrastructure in Latin America and the Caribbean," IDB Publications (Books), Inter-American Development Bank, number 10460, December.
    5. Kiron Chatterjee & Samuel Chng & Ben Clark & Adrian Davis & Jonas De Vos & Dick Ettema & Susan Handy & Adam Martin & Louise Reardon, 2020. "Commuting and wellbeing: a critical overview of the literature with implications for policy and future research," Transport Reviews, Taylor & Francis Journals, vol. 40(1), pages 5-34, January.
    6. Mondschein, Andrew & Taylor, Brian D., 2017. "Is traffic congestion overrated? Examining the highly variable effects of congestion on travel and accessibility," Journal of Transport Geography, Elsevier, vol. 64(C), pages 65-76.
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    Cited by:

    1. Yulong Pei & Xiaoxi Cai & Jie Li & Keke Song & Rui Liu, 2021. "Method for Identifying the Traffic Congestion Situation of the Main Road in Cold-Climate Cities Based on the Clustering Analysis Algorithm," Sustainability, MDPI, vol. 13(17), pages 1-31, August.
    2. Bingsheng Huang & Fusheng Zhang, 2022. "Analysis of Traffic Oversaturation Based on Multi-Objective Data," Sustainability, MDPI, vol. 14(15), pages 1-21, July.
    3. Contreras, Diana & Bhamidipati, Srirama & Wilkinson, Sean, 2023. "Social vulnerability and spatial inequality in access to healthcare facilities: The case of the Santiago Metropolitan Region (RMS), Chile," Socio-Economic Planning Sciences, Elsevier, vol. 90(C).
    4. Bedoya-Maya, Felipe & Calatayud, Agustina & González Mejia, Vileydy, 2022. "Estimating the effect of urban road congestion on air quality in Latin America," IDB Publications (Working Papers) 12468, Inter-American Development Bank.

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