IDEAS home Printed from https://ideas.repec.org/a/eee/trapol/v153y2024icp222-236.html
   My bibliography  Save this article

The local driving safety effect of motorcycle restrictions: Evidence from China

Author

Listed:
  • Zhang, Guangnan
  • Lin, Junjie

Abstract

Motorcycles are a highly unstable element that impacts road traffic safety due to insufficient safety protection structures and poor maneuverability. The rapid increase in their use has exacerbated the severity of crash-related fatalities and injuries. While some countries have implemented motorcycle restrictions to address this phenomenon, the causal effect of such policies on reducing the severity of injuries from accidents requires further research. This study employs a difference-in-differences approach to estimate the causal effect of motorcycle restrictions in China on the severity of road crash injuries. The results indicate a significant reduction in the likelihood of fatal or severe injuries occurring in crashes. Specifically, in regions with motorcycle restrictions, the probability of crashes resulting in fatal or severe injuries decreased by 2.9% on average. The results remain robust following placebo and falsification tests and excluding confounding effects. Heterogeneity analysis reveals that motorcycle restrictions primarily affect male drivers and drivers with urban hukou, with no significant differences in effects across drivers of different age groups. Overall, the findings indicate that motorcycle restrictions reduce the number of motorcycles on the road and decrease the probability of motorcycle drivers being at fault in crashes, signifying improved driver behavior and effectively lowering crash severity.

Suggested Citation

  • Zhang, Guangnan & Lin, Junjie, 2024. "The local driving safety effect of motorcycle restrictions: Evidence from China," Transport Policy, Elsevier, vol. 153(C), pages 222-236.
  • Handle: RePEc:eee:trapol:v:153:y:2024:i:c:p:222-236
    DOI: 10.1016/j.tranpol.2024.05.021
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0967070X2400146X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.tranpol.2024.05.021?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Mansoor, Umer & Jamal, Arshad & Su, Junbiao & Sze, N.N. & Chen, Anthony, 2023. "Investigating the risk factors of motorcycle crash injury severity in Pakistan: Insights and policy recommendations," Transport Policy, Elsevier, vol. 139(C), pages 21-38.
    2. Heid, Benedikt & Márquez-Ramos, Laura, 2023. "International environmental agreements and imperfect enforcement: Evidence from CITES," Journal of Environmental Economics and Management, Elsevier, vol. 118(C).
    3. Thorsten Beck & Ross Levine & Alexey Levkov, 2010. "Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States," Journal of Finance, American Finance Association, vol. 65(5), pages 1637-1667, October.
    4. Patricia Mokhtarian & Francis Papon & Matthieu Goulard & Marco Diana, 2015. "What makes travel pleasant and/or tiring? An investigation based on the French National Travel Survey," Transportation, Springer, vol. 42(6), pages 1103-1128, November.
    5. Marquet, Oriol & Miralles-Guasch, Carme, 2016. "City of Motorcycles. On how objective and subjective factors are behind the rise of two-wheeled mobility in Barcelona," Transport Policy, Elsevier, vol. 52(C), pages 37-45.
    6. Lei An & Yu Qin & Jing Wu & Wei You, 2024. "The Local Labor Market Effect of Relaxing Internal Migration Restrictions: Evidence from China," Journal of Labor Economics, University of Chicago Press, vol. 42(1), pages 161-200.
    7. Markus D. Jakobsen & Karina Glies Vincents Seeberg & Mette Møller & Pete Kines & Patrick Jørgensen & Lasse Malchow-Møller & Alberte B. Andersen & Lars L. Andersen, 2023. "Influence of occupational risk factors for road traffic crashes among professional drivers: systematic review," Transport Reviews, Taylor & Francis Journals, vol. 43(3), pages 533-563, May.
    8. Homer, J. & French, M., 2009. "Motorcycle helmet laws in the United States from 1990 to 2005: Politics and public health," American Journal of Public Health, American Public Health Association, vol. 99(3), pages 415-423.
    9. Green, Colin P. & Heywood, John S. & Navarro, María, 2016. "Traffic accidents and the London congestion charge," Journal of Public Economics, Elsevier, vol. 133(C), pages 11-22.
    10. Islam, Mouyid, 2015. "Multi-Vehicle Crashes Involving Large Trucks: A Random Parameter Discrete Outcome Modeling Approach," Journal of the Transportation Research Forum, Transportation Research Forum, vol. 54(01).
    11. Puhani, Patrick A., 2012. "The treatment effect, the cross difference, and the interaction term in nonlinear “difference-in-differences” models," Economics Letters, Elsevier, vol. 115(1), pages 85-87.
    12. Edward Miguel & Michael Kremer, 2004. "Worms: Identifying Impacts on Education and Health in the Presence of Treatment Externalities," Econometrica, Econometric Society, vol. 72(1), pages 159-217, January.
    13. Ai, Chunrong & Norton, Edward C., 2003. "Interaction terms in logit and probit models," Economics Letters, Elsevier, vol. 80(1), pages 123-129, July.
    14. Bing-yu Chiu & Erick Guerra, 2023. "What predicts motorcycle ownership, mode choice, and use for utilitarian travel? A literature review," Transport Reviews, Taylor & Francis Journals, vol. 43(6), pages 1165-1189, November.
    15. Catherine Porter & Danila Serra, 2020. "Gender Differences in the Choice of Major: The Importance of Female Role Models," American Economic Journal: Applied Economics, American Economic Association, vol. 12(3), pages 226-254, July.
    16. Serena Canaan & Pierre Mouganie, 2023. "The Impact of Advisor Gender on Female Students’ STEM Enrollment and Persistence," Journal of Human Resources, University of Wisconsin Press, vol. 58(2), pages 593-632.
    17. Hagen, Jonas Xaver & Pardo, CarlosFelipe & Valente, Johanna Burbano, 2016. "Motivations for motorcycle use for Urban travel in Latin America: A qualitative study," Transport Policy, Elsevier, vol. 49(C), pages 93-104.
    18. Singfat Chu, 2018. "Singapore’s Vehicle Quota System and its impact on motorcycles," Transportation, Springer, vol. 45(5), pages 1419-1432, September.
    19. Gibbons, Stephen & Heblich, Stephan & Timmins, Christopher, 2021. "Market tremors: Shale gas exploration, earthquakes, and their impact on house prices," Journal of Urban Economics, Elsevier, vol. 122(C).
    20. Cox, Brian L. & Mutel, Christopher L., 2018. "The environmental and cost performance of current and future motorcycles," Applied Energy, Elsevier, vol. 212(C), pages 1013-1024.
    21. Elliot Fishman & Christopher Cherry, 2016. "E-bikes in the Mainstream: Reviewing a Decade of Research," Transport Reviews, Taylor & Francis Journals, vol. 36(1), pages 72-91, January.
    22. Andreasen, Manja Hoppe & Møller-Jensen, Lasse, 2017. "Access to the city: Mobility patterns, transport and accessibility in peripheral settlements of Dar es Salaam," Journal of Transport Geography, Elsevier, vol. 62(C), pages 20-29.
    23. Kopp, Pierre, 2011. "The unpredicted rise of motorcycles: A cost benefit analysis," Transport Policy, Elsevier, vol. 18(4), pages 613-622, August.
    24. Dina Pomeranz, 2015. "No Taxation without Information: Deterrence and Self-Enforcement in the Value Added Tax," American Economic Review, American Economic Association, vol. 105(8), pages 2539-2569, August.
    25. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    26. Pan, Yinghao & Qin, Yu & Zhang, Fan & Zhu, Hongjia, 2022. "Acquiring land in cold winter: Consequences and possible explanations," Journal of Environmental Economics and Management, Elsevier, vol. 116(C).
    27. Chang, Zheng & Zheng, Longfei, 2022. "High-speed rail and the spatial pattern of new firm births: Evidence from China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 155(C), pages 373-386.
    28. Wang, Zhaohua & Ma, Junhua & Zhang, Bin & Yang, Yuantao & Wang, Bo & Zhao, Wenhui, 2023. "Does high speed railway alleviate housing vacancy rates? Evidence from smart meter data of household electricity consumption," Transportation Research Part A: Policy and Practice, Elsevier, vol. 176(C).
    29. 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.
    30. Yi Lu & Jin Wang & Lianming Zhu, 2019. "Place-Based Policies, Creation, and Agglomeration Economies: Evidence from China's Economic Zone Program," American Economic Journal: Economic Policy, American Economic Association, vol. 11(3), pages 325-360, August.
    31. Huiming Zhang & Kai Wu & Yueming Qiu & Gabriel Chan & Shouyang Wang & Dequn Zhou & Xianqiang Ren, 2020. "Solar photovoltaic interventions have reduced rural poverty in China," Nature Communications, Nature, vol. 11(1), pages 1-10, December.
    32. Muehlenbachs, Lucija & Staubli, Stefan & Chu, Ziyan, 2021. "The accident externality from trucking: Evidence from shale gas development," Regional Science and Urban Economics, Elsevier, vol. 88(C).
    33. Jonathan M. Lee, 2015. "Offsetting or Enhancing Behavior: An Empirical Analysis of Motorcycle Helmet Safety Legislation," Risk Analysis, John Wiley & Sons, vol. 35(10), pages 1820-1836, October.
    34. Duc Nguyen Huu & Van Nguyen Ngoc, 2021. "Analysis Study of Current Transportation Status in Vietnam’s Urban Traffic and the Transition to Electric Two-Wheelers Mobility," Sustainability, MDPI, vol. 13(10), pages 1-27, May.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Wang, Zhaohua & Ma, Junhua & Zhang, Bin & Yang, Yuantao & Wang, Bo & Zhao, Wenhui, 2023. "Does high speed railway alleviate housing vacancy rates? Evidence from smart meter data of household electricity consumption," Transportation Research Part A: Policy and Practice, Elsevier, vol. 176(C).
    2. Sławomir Dorocki & Dorota Wantuch-Matla, 2021. "Power Two-Wheelers as an Element of Sustainable Urban Mobility in Europe," Land, MDPI, vol. 10(6), pages 1-25, June.
    3. Costa-Font, Joan & Vilaplana-Prieto, Cristina, 2022. "Mental health effects of caregivers respite: Subsidies or Supports?," The Journal of the Economics of Ageing, Elsevier, vol. 23(C).
    4. Li Han, 2023. "The Impact of Industrial Zone:Evidence from China's National High-tech Zone Policy," Papers 2304.09775, arXiv.org.
    5. Lechner, Michael, 2011. "The Estimation of Causal Effects by Difference-in-Difference Methods," Foundations and Trends(R) in Econometrics, now publishers, vol. 4(3), pages 165-224, November.
    6. Anastasia Cozarenco & Ariane Szafarz, 2016. "Microcredit in Industrialized Countries: Unexpected Consequences of Regulatory Loan Ceilings," Working Papers CEB 16-021, ULB -- Universite Libre de Bruxelles.
    7. Lanzhuang Xu & Hu Xue & Qianrong Wu, 2022. "The Impact of Development Zones on Economic Growth in Less Developed Regions: Evidence from Guangxi, China," Land, MDPI, vol. 11(10), pages 1-20, September.
    8. Aggarwal, Khushboo & Barua, Rashmi & Vidal-Fernandez, Marian, 2024. "Still Waters Run Deep: Groundwater Contamination and Education Outcomes in India," Economics of Education Review, Elsevier, vol. 100(C).
    9. Stadelmann, David & Portmann, Marco & Eichenberger, Reiner, 2013. "How do Female Preferences Influence Political Decisions by Female and Male Representatives?," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79748, Verein für Socialpolitik / German Economic Association.
    10. David Stadelmann & Benno Torgler, 2012. "Bounded Rationality and Voting Decisions Exploring a 160-Year Period," Working Papers 2012.70, Fondazione Eni Enrico Mattei.
    11. Ziebarth, Nicolas R. & Karlsson, Martin, 2010. "A natural experiment on sick pay cuts, sickness absence, and labor costs," Journal of Public Economics, Elsevier, vol. 94(11-12), pages 1108-1122, December.
    12. Maite D. Laméris & Richard Jong-A-Pin & Rasmus Wiese, 2018. "An Experimental Test of the Validity of Survey-Measured Political Ideology," CESifo Working Paper Series 7139, CESifo.
    13. Christopher M. Sullivan & Zachary P. O’Keeffe, 2017. "Evidence that curtailing proactive policing can reduce major crime," Nature Human Behaviour, Nature, vol. 1(10), pages 730-737, October.
    14. Nicolas R. Ziebarth & Martin Karlsson, 2014. "The Effects Of Expanding The Generosity Of The Statutory Sickness Insurance System," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(2), pages 208-230, March.
    15. Stéphane Carcillo & Alexander Hijzen & Stefan Thewissen, 2024. "The limitations of overtime limits to reduce long working hours: Evidence from the 2018 to 2021 working time reform in Korea," British Journal of Industrial Relations, London School of Economics, vol. 62(1), pages 98-126, March.
    16. Alisa Tazhitdinova, 2022. "Increasing Hours Worked: Moonlighting Responses to a Large Tax Reform," American Economic Journal: Economic Policy, American Economic Association, vol. 14(1), pages 473-500, February.
    17. Francesco Drago & Friederike Mengel & Christian Traxler, 2020. "Compliance Behavior in Networks: Evidence from a Field Experiment," American Economic Journal: Applied Economics, American Economic Association, vol. 12(2), pages 96-133, April.
    18. Thanh Tung Ha & Thanh Chuong Nguyen & Sy Sua Tu & Minh Hieu Nguyen, 2023. "Investigation of Influential Factors of Intention to Adopt Electric Vehicles for Motorcyclists in Vietnam," Sustainability, MDPI, vol. 15(11), pages 1-16, May.
    19. Anthony Lepinteur, 2021. "The asymmetric experience of gains and losses in job security on health," Health Economics, John Wiley & Sons, Ltd., vol. 30(9), pages 2217-2229, September.
    20. Stefan C. Wolter & Thea Zoellner, 2024. "Are parents an obstacle to gender-atypical occupational choices?," Economics of Education Working Paper Series 0216, University of Zurich, Department of Business Administration (IBW).

    More about this item

    Keywords

    Motorcycle restrictions; Traffic crashes; Fatal or severe injuries; Driving behavior;
    All these keywords.

    JEL classification:

    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • R41 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Transportation: Demand, Supply, and Congestion; Travel Time; Safety and Accidents; Transportation Noise
    • R48 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Government Pricing and Policy
    • H23 - Public Economics - - Taxation, Subsidies, and Revenue - - - Externalities; Redistributive Effects; Environmental Taxes and Subsidies

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:trapol:v:153:y:2024:i:c:p:222-236. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/30473/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.