IDEAS home Printed from https://ideas.repec.org/a/bba/j00005/v1y2023i1p109-124d119.html
   My bibliography  Save this article

The Impact of Automobile Purchase Restriction on Urban Air Quality: Experimental Evidence from Beijing, China

Author

Listed:
  • Fengyu Cheng

    (Guangzhou Academy of Social Sciences, Guangzhou, China)

  • Jianping Liao

    (School of Economics and Statistics, Guangzhou University, Guangzhou, China)

  • Kenichiro Soyano

    (Department of Law and Public Policy, Takaoka University of Law, Toyama-ken, Japan)

  • Feiling Lu

    (College of Letters & Science-Economics Dept, University of Wisconsin-Madison, Madison, USA)

Abstract

It's critical for environmental governance to understand the effectiveness of policy interventions as well as their working mechanisms. This paper focuses on the vehicle license plate-based management, a sort of policy intervention understudied in environmental governance literature. Specifically, we study the automobile purchase restriction (APR), a major method of license management to address urban air pollution and traffic congestion recently launched by the authorities of China. However, limited studies have quantified the environmental impact of such purchase restriction. Based on the panel data of PM2.5 concentration in 330 cities in China during 1998-2016, this study aims to explore the causal impact of Beijing automobile purchase restriction on air quality, using the regression control method and high-dimensional data regression of machine learning. The average PM2.5 concentration did not decrease but increased because of the purchase restriction. Over time, the deterioration effect on urban air quality will not alleviate. Besides, the restriction cannot enhance urban air quality by decreasing the increase of PM2.5. Despite excluding the impact of driving restriction, the purchase restriction markedly aggravate urban air quality. This paper has some policy implications for policymakers on the impact of urban vehicle license management with caution. Hence, it is essential to promote urban economy, production, and lifestyle to attain the win-win goal of air pollution control and urban development.

Suggested Citation

  • Fengyu Cheng & Jianping Liao & Kenichiro Soyano & Feiling Lu, 2023. "The Impact of Automobile Purchase Restriction on Urban Air Quality: Experimental Evidence from Beijing, China," Journal of Economic Statistics, Anser Press, vol. 1(1), pages 109-124, February.
  • Handle: RePEc:bba:j00005:v:1:y:2023:i:1:p:109-124:d:119
    as

    Download full text from publisher

    File URL: https://www.anserpress.org/journal/jes/1/1/6/pdf
    Download Restriction: no

    File URL: https://www.anserpress.org/journal/jes/1/1/6
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Chen, Yuyu & Jin, Ginger Zhe & Kumar, Naresh & Shi, Guang, 2013. "The promise of Beijing: Evaluating the impact of the 2008 Olympic Games on air quality," Journal of Environmental Economics and Management, Elsevier, vol. 66(3), pages 424-443.
    3. Cheng Hsiao & H. Steve Ching & Shui Ki Wan, 2012. "A Panel Data Approach For Program Evaluation: Measuring The Benefits Of Political And Economic Integration Of Hong Kong With Mainland China," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 27(5), pages 705-740, August.
    4. Enrico Moretti, 2014. "Local Economic Development, Agglomeration Economies, and the Big Push: 100 Years of Evidence from the Tennessee Valley Authority," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 275-331.
    5. 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.
    6. Eskeland, Gunnar S & Feyzioglu, Tarhan, 1997. "Rationing Can Backfire: The "Day without a Car" in Mexico City," The World Bank Economic Review, World Bank, vol. 11(3), pages 383-408, September.
    7. Ye Feng & Don Fullerton & Li Gan, 2013. "Vehicle choices, miles driven, and pollution policies," Journal of Regulatory Economics, Springer, vol. 44(1), pages 4-29, August.
    8. Ching, Steve & Hsiao, Cheng & Wan, Shui Ki, 2012. "Impact of CEPA on the labor market of Hong Kong," China Economic Review, Elsevier, vol. 23(4), pages 975-981.
    9. Lin Zhang & Zaichao Du & Cheng Hsiao & Hua Yin, 2015. "The Macroeconomic Effects of the Canada–US Free Trade Agreement on Canada: A Counterfactual Analysis," The World Economy, Wiley Blackwell, vol. 38(5), pages 878-892, May.
    10. Christian Salas, 2010. "Evaluating Public Policies with High Frequency Data: Evidence for Driving Restrictions in Mexico City Revisited," Documentos de Trabajo 374, Instituto de Economia. Pontificia Universidad Católica de Chile..
    11. Ouyang, Min & Peng, Yulei, 2015. "The treatment-effect estimation: A case study of the 2008 economic stimulus package of China," Journal of Econometrics, Elsevier, vol. 188(2), pages 545-557.
    12. Chowdhury, Sourangsu & Dey, Sagnik & Tripathi, Sachchida Nand & Beig, Gufran & Mishra, Amit Kumar & Sharma, Sumit, 2017. "“Traffic intervention” policy fails to mitigate air pollution in megacity Delhi," Environmental Science & Policy, Elsevier, vol. 74(C), pages 8-13.
    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. 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.
    2. Rivera, Nathaly M., 2021. "Air quality warnings and temporary driving bans: Evidence from air pollution, car trips, and mass-transit ridership in Santiago," Journal of Environmental Economics and Management, Elsevier, vol. 108(C).
    3. Rivera, Nathaly M., 2017. "The Effectiveness of Temporary Driving Restrictions: Evidence from Air Pollution, Vehicle Flows, and Mass-Transit Users in Santiago," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 259182, Agricultural and Applied Economics Association.
    4. Carrillo, Paul E. & Lopez-Luzuriaga, Andrea & Malik, Arun S., 2018. "Pollution or crime: The effect of driving restrictions on criminal activity," Journal of Public Economics, Elsevier, vol. 164(C), pages 50-69.
    5. 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.
    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. 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.
    8. Xie, Rui & Wei, Dihan & Han, Feng & Lu, Yue & Fang, Jiayu & Liu, Yu & Wang, Junfeng, 2019. "The effect of traffic density on smog pollution: Evidence from Chinese cities," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 421-427.
    9. 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).
    10. Rhiannon Jerch & Panle Jia Barwick & Shanjun Li & Jing Wu, 2020. "Road Rationing Policies and Housing Markets," DETU Working Papers 2004, Department of Economics, Temple University.
    11. Hua Ma & Guizhen He, 2016. "Effects of the Post-Olympics Driving Restrictions on Air Quality in Beijing," Sustainability, MDPI, vol. 8(9), pages 1-15, September.
    12. Xueying Lu, 2016. "Effectiveness of government enforcement in driving restrictions: a case in Beijing, China," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 18(1), pages 63-92, January.
    13. Han, Qing & Liu, Ying & Lu, Zilong, 2020. "Temporary driving restrictions, air pollution, and contemporaneous health: Evidence from China," Regional Science and Urban Economics, Elsevier, vol. 84(C).
    14. Yan Liu & Zhijun Yan & Su Liu & Yuting Wu & Qingmei Gan & Chao Dong, 2017. "The effect of the driving restriction policy on public health in Beijing," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 85(2), pages 751-762, January.
    15. Anderson, Michael L. & Lu, Fangwen & Zhang, Yiran & Yang, Jun & Qin, Ping, 2016. "Superstitions, street traffic, and subjective well-being," Journal of Public Economics, Elsevier, vol. 142(C), pages 1-10.
    16. Eskeland, Gunnar S. & Mideksa, Torben K., 2008. "Transportation fuel use, technology and standards: The role of credibility and expectations," Policy Research Working Paper Series 4695, The World Bank.
    17. Li, Hongjun & Li, Qi & Shi, Yutang, 2017. "Determining the number of factors when the number of factors can increase with sample size," Journal of Econometrics, Elsevier, vol. 197(1), pages 76-86.
    18. Allen Blackman & Francisco Alpízar & Fredrik Carlsson & Marisol Rivera Planter, 2018. "A Contingent Valuation Approach to Estimating Regulatory Costs: Mexico’s Day without Driving Program," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 5(3), pages 607-641.
    19. Li, Shanjun & Liu, Yanyan & Purevjav, Avralt-Od & Yang, Lin, 2019. "Does subway expansion improve air quality?," Journal of Environmental Economics and Management, Elsevier, vol. 96(C), pages 213-235.
    20. Du, Zaichao & Yin, Hua & Zhang, Lin, 2022. "Foreign buyer taxes and house prices in Canada: A tale of two cities," Journal of Housing Economics, Elsevier, vol. 55(C).

    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:bba:j00005:v:1:y:2023:i:1:p:109-124:d:119. 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: Ramona Wang (email available below). General contact details of provider: https://www.anserpress.org .

    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.