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Impacts of vehicle restrictions on urban traffic speeds and transit ridership: an empirical analysis using high-frequency data

Author

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  • de Grange, Louis
  • Pezoa, Raúl
  • Troncoso, Rodrigo

Abstract

The impacts of vehicle restrictions in Santiago, Chile, on the average speeds of vehicle traffic and public buses as well as on transit card validations are quantified using novel high-frequency data, coming from millions of records from a ride-hailing service and the city’s public transport system. The restrictions were in force on weekdays during May through August between 7:30 am and 9 pm in urban districts, and applied on a given day to 20 % of the stock of vehicles registered before September 2011. The quality, frequency and spatial coverage of the data we use allow us to estimate not only classic methods like before-and-after and differences-in-differences, but also triple differences, which allows for a higher number of control variables. All these methods arrived at the conclusion that the restrictions produce small increases in speed vehicle traffic (between 3.3 % and 4.2 %) and bus speeds (between 1.8 % and 2.3 %); no increases in the use of public transport were detected. Three likely reasons for the size of the effects are the low percentage of vehicles subject to the restrictions on any given day (approximately 6.9 %), the tendency for frequent drivers to be from higher-income groups and thus to own newer vehicles, and widespread violation of the restrictions due to weak enforcement with low fines.

Suggested Citation

  • de Grange, Louis & Pezoa, Raúl & Troncoso, Rodrigo, 2025. "Impacts of vehicle restrictions on urban traffic speeds and transit ridership: an empirical analysis using high-frequency data," Transportation Research Part A: Policy and Practice, Elsevier, vol. 202(C).
  • Handle: RePEc:eee:transa:v:202:y:2025:i:c:s0965856425003477
    DOI: 10.1016/j.tra.2025.104714
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    References listed on IDEAS

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    1. Nano Barahona & Francisco A Gallego & Juan-Pablo Montero, 2020. "Vintage-Specific Driving Restrictions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(4), pages 1646-1682.
    2. Lucas W. Davis, 2008. "The Effect of Driving Restrictions on Air Quality in Mexico City," Journal of Political Economy, University of Chicago Press, vol. 116(1), pages 38-81, February.
    3. Liu, Zhiyong & Li, Ruimin & Wang, Xiaokun(Cara) & Shang, Pan, 2018. "Effects of vehicle restriction policies: Analysis using license plate recognition data in Langfang, China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 89-103.
    4. Feng, Qiyun & Chen, Zhenhua & Cheng, Chuanchao & Chang, Haiqing, 2023. "Impact of high-speed rail on high-skilled labor mobility in China," Transport Policy, Elsevier, vol. 133(C), pages 64-74.
    5. Lin, Shichao & Zhu, Songwei & Li, Xiangmin & Li, Ruimin, 2022. "Effects of strict vehicle restrictions on various travel modes: A case study of Zhengzhou, China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 164(C), pages 310-323.
    6. Paul E. Carrillo & Arun S. Malik & Yiseon Yoo, 2016. "Driving restrictions that work? Quito's Pico y Placa Program," Canadian Journal of Economics, Canadian Economics Association, vol. 49(4), pages 1536-1568, November.
    7. Gallego, Francisco & Montero, Juan-Pablo & Salas, Christian, 2013. "The effect of transport policies on car use: A bundling model with applications," Energy Economics, Elsevier, vol. 40(S1), pages 85-97.
    8. Alberto Abadie, 2005. "Semiparametric Difference-in-Differences Estimators," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 1-19.
    9. Gu, Yizhen & Deakin, Elizabeth & Long, Ying, 2017. "The effects of driving restrictions on travel behavior evidence from Beijing," Journal of Urban Economics, Elsevier, vol. 102(C), pages 106-122.
    10. Sun, Cong & Zheng, Siqi & Wang, Rui, 2014. "Restricting driving for better traffic and clearer skies: Did it work in Beijing?," Transport Policy, Elsevier, vol. 32(C), pages 34-41.
    11. Vonk Noordegraaf, Diana & Annema, Jan Anne & van Wee, Bert, 2014. "Policy implementation lessons from six road pricing cases," Transportation Research Part A: Policy and Practice, Elsevier, vol. 59(C), pages 172-191.
    12. Andreas Olden & Jarle Møen, 2022. "The triple difference estimator [Semiparametric difference-in-differences estimators]," The Econometrics Journal, Royal Economic Society, vol. 25(3), pages 531-553.
    13. Li, Ling & Yang, Linchuan, 2023. "Effects of driving restrictions on air quality and housing prices: Evidence from Chengdu, China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 176(C).
    14. Wang, Shaobo & Zhou, Yutao & Guo, Jianke & Mao, Jinhuang, 2023. "Did high speed rail accelerate the development of tourism economy? – Empirical analysis from Northeast China," Transport Policy, Elsevier, vol. 143(C), pages 25-35.
    15. Romano, Patrícia Ribeiro & Bezerra Sampaio, Raquel Menezes, 2023. "Road concessions: Evidence of the effects of improving the transport infrastructure on economic development in Brazil," Transport Policy, Elsevier, vol. 142(C), pages 115-124.
    16. Zhang, Linling & Long, Ruyin & Chen, Hong, 2019. "Do car restriction policies effectively promote the development of public transport?," World Development, Elsevier, vol. 119(C), pages 100-110.
    17. Lu, Kai-Fa & Wang, Hong-Wei & Li, Xiao-Bing & Peng, Zhong-Ren & He, Hong-Di & Wang, Zhi-Peng, 2022. "Assessing the effects of non-local traffic restriction policy on urban air quality," Transport Policy, Elsevier, vol. 115(C), pages 62-74.
    18. de Grange, Louis & Troncoso, Rodrigo, 2011. "Impacts of vehicle restrictions on urban transport flows: The case of Santiago, Chile," Transport Policy, Elsevier, vol. 18(6), pages 862-869, November.
    19. Sun, Chuanwang & Xu, Shuhua & Yang, Mian & Gong, Xu, 2022. "Urban traffic regulation and air pollution: A case study of urban motor vehicle restriction policy," Energy Policy, Elsevier, vol. 163(C).
    20. Carson Qing & Wei Hao, 2018. "A Methodology for Measuring and Monitoring Congested Corridors: Applications in Manhattan Using Taxi GPS Data," Journal of Urban Technology, Taylor & Francis Journals, vol. 25(4), pages 59-75, October.
    21. Gallego, Francisco & Montero, Juan-Pablo & Salas, Christian, 2013. "The effect of transport policies on car use: Evidence from Latin American cities," Journal of Public Economics, Elsevier, vol. 107(C), pages 47-62.
    22. Viard, V. Brian & Fu, Shihe, 2015. "The effect of Beijing's driving restrictions on pollution and economic activity," Journal of Public Economics, Elsevier, vol. 125(C), pages 98-115.
    23. Wenbo Meng, 2022. "Understanding the Heterogeneity in the Effect of Driving Restriction Policies on Air Quality: Evidence from Chinese Cities," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 82(1), pages 133-175, May.
    24. Green, Colin P. & Heywood, John S. & Navarro Paniagua, Maria, 2020. "Did the London congestion charge reduce pollution?," Regional Science and Urban Economics, Elsevier, vol. 84(C).
    25. Soto, Jose J. & Macea, Luis F. & Cantillo, Victor, 2023. "Analysing a license plate-based vehicle restriction policy with optional exemption charge: The case in Cali, Colombia," Transportation Research Part A: Policy and Practice, Elsevier, vol. 170(C).
    26. Zhang, Wei & Lin Lawell, C.-Y. Cynthia & Umanskaya, Victoria I., 2017. "The effects of license plate-based driving restrictions on air quality: Theory and empirical evidence," Journal of Environmental Economics and Management, Elsevier, vol. 82(C), pages 181-220.
    27. Santos, Georgina & Behrendt, Hannah & Maconi, Laura & Shirvani, Tara & Teytelboym, Alexander, 2010. "Part I: Externalities and economic policies in road transport," Research in Transportation Economics, Elsevier, vol. 28(1), pages 2-45.
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