IDEAS home Printed from https://ideas.repec.org/a/eee/jeeman/v83y2017icp32-49.html
   My bibliography  Save this article

Highway toll and air pollution: Evidence from Chinese cities

Author

Listed:
  • Fu, Shihe
  • Gu, Yizhen

Abstract

Most highways in urban China are tolled to finance their construction. During the eight-day National Day holiday in 2012, highway tolls were waived nationwide for passenger vehicles. We use this to identify the effects of highway tolls on air pollution. Using daily pollution and weather data for 98 Chinese cities in 2011 and 2012 and employing both a regression discontinuity design and differences-in-differences method with the 2011 National Day holiday as a control, we find that eliminating tolls increases pollution by 20% and decreases visibility by one kilometer. We also estimate that the toll elasticity of air pollution is −0.15. These findings complement the scant literature on the environmental impact of road pricing.

Suggested Citation

  • Fu, Shihe & Gu, Yizhen, 2017. "Highway toll and air pollution: Evidence from Chinese cities," Journal of Environmental Economics and Management, Elsevier, vol. 83(C), pages 32-49.
    • Handle: RePEc:eee:jeeman:v:83:y:2017:i:c:p:32-49
    DOI: 10.1016/j.jeem.2016.11.007
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S009506961630451X
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jeem.2016.11.007?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 look for a different version below or search for a different version of it.

    Other versions of this item:

    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. Fullerton, Don & West, Sarah E., 2002. "Can Taxes on Cars and on Gasoline Mimic an Unavailable Tax on Emissions?," Journal of Environmental Economics and Management, Elsevier, vol. 43(1), pages 135-157, January.
    4. Small, K.A. & Kazimi, C., 1994. "On the Costs of Air Pollution from Motor Vehicules," Papers 94-95-3, California Irvine - School of Social Sciences.
    5. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    6. Johansson-Stenman, Olof, 2006. "Optimal environmental road pricing," Economics Letters, Elsevier, vol. 90(2), pages 225-229, February.
    7. Gillingham, Kenneth, 2014. "Identifying the elasticity of driving: Evidence from a gasoline price shock in California," Regional Science and Urban Economics, Elsevier, vol. 47(C), pages 13-24.
    8. Edna T. Loehman & Sehoon Park & David Boldt, 1994. "Willingness to Pay for Gains and Losses in Visibility and Health," Land Economics, University of Wisconsin Press, vol. 70(4), pages 478-498.
    9. Antonio Bento & Daniel Kaffine & Kevin Roth & Matthew Zaragoza-Watkins, 2014. "The Effects of Regulation in the Presence of Multiple Unpriced Externalities: Evidence from the Transportation Sector," American Economic Journal: Economic Policy, American Economic Association, vol. 6(3), pages 1-29, August.
    10. Arnott, Richard, 2007. "Congestion tolling with agglomeration externalities," Journal of Urban Economics, Elsevier, vol. 62(2), pages 187-203, September.
    11. Olivier Deschênes & Enrico Moretti, 2009. "Extreme Weather Events, Mortality, and Migration," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 659-681, November.
    12. Zhang, Dayong & Broadstock, David C. & Cao, Hong, 2014. "International oil shocks and household consumption in China," Energy Policy, Elsevier, vol. 75(C), pages 146-156.
    13. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    14. Maximilian Auffhammer & Ryan Kellogg, 2011. "Clearing the Air? The Effects of Gasoline Content Regulation on Air Quality," American Economic Review, American Economic Association, vol. 101(6), pages 2687-2722, October.
    15. Lucas W. Davis & Lutz Kilian, 2011. "Estimating the effect of a gasoline tax on carbon emissions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(7), pages 1187-1214, November.
    16. Chen Yuyu & Jin Ginger Zhe & Kumar Naresh & Shi Guang, 2012. "Gaming in Air Pollution Data? Lessons from China," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 13(3), pages 1-43, December.
    17. Coria, Jessica & Bonilla, Jorge & Grundström, Maria & Pleijel, Håkan, 2015. "Air pollution dynamics and the need for temporally differentiated road pricing," Transportation Research Part A: Policy and Practice, Elsevier, vol. 75(C), pages 178-195.
    18. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    19. Arnott, Richard & de Palma, Andre & Lindsey, Robin, 1993. "A Structural Model of Peak-Period Congestion: A Traffic Bottleneck with Elastic Demand," American Economic Review, American Economic Association, vol. 83(1), pages 161-179, March.
    20. Lin, C.-Y. Cynthia & Zhang, Wei & Umanskaya, Victoria I., 2011. "The Effects of Driving Restrictions on Air Quality: São Paulo, Bogotá, Beijing, and Tianjin," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 103381, Agricultural and Applied Economics Association.
    21. Ian W. H. Parry & Kenneth A. Small, 2005. "Does Britain or the United States Have the Right Gasoline Tax?," American Economic Review, American Economic Association, vol. 95(4), pages 1276-1289, September.
    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. Yihsu Chen & Alexander Whalley, 2012. "Green Infrastructure: The Effects of Urban Rail Transit on Air Quality," American Economic Journal: Economic Policy, American Economic Association, vol. 4(1), pages 58-97, February.
    24. Sipes, Kristin N. & Mendelsohn, Robert, 2001. "The effectiveness of gasoline taxation to manage air pollution," Ecological Economics, Elsevier, vol. 36(2), pages 299-309, February.
    25. Thomas Klier & Joshua Linn, 2010. "The Price of Gasoline and New Vehicle Fuel Economy: Evidence from Monthly Sales Data," American Economic Journal: Economic Policy, American Economic Association, vol. 2(3), pages 134-153, August.
    26. Parry, I. W. H., 2002. "Comparing the efficiency of alternative policies for reducing traffic congestion," Journal of Public Economics, Elsevier, vol. 85(3), pages 333-362, September.
    27. Bigazzi, Alexander Y. & Figliozzi, Miguel A., 2013. "Marginal costs of freeway traffic congestion with on-road pollution exposure externality," Transportation Research Part A: Policy and Practice, Elsevier, vol. 57(C), pages 12-24.
    28. Alex Anas & Robin Lindsey, 2011. "Reducing Urban Road Transportation Externalities: Road Pricing in Theory and in Practice," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 5(1), pages 66-88, Winter.
    29. Richard Arnott & Marvin Kraus, 2003. "Transport Economics," Boston College Working Papers in Economics 553, Boston College Department of Economics.
    30. Ian W. H. Parry & Margaret Walls & Winston Harrington, 2007. "Automobile Externalities and Policies," Journal of Economic Literature, American Economic Association, vol. 45(2), pages 373-399, June.
    31. Delucchi, Mark & Murphy, James & McCubbin, Donald, 2002. "The Health and Visibility Cost of Air Pollution: A Comparison of Estimation Methods," Institute of Transportation Studies, Working Paper Series qt03s2x9xb, Institute of Transportation Studies, UC Davis.
    32. Daniel, Joseph I. & Bekka, Khalid, 2000. "The Environmental Impact of Highway Congestion Pricing," Journal of Urban Economics, Elsevier, vol. 47(2), pages 180-215, March.
    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. 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.
    2. Vosough, Shaghayegh & de Palma, André & Lindsey, Robin, 2022. "Pricing vehicle emissions and congestion externalities using a dynamic traffic network simulator," Transportation Research Part A: Policy and Practice, Elsevier, vol. 161(C), pages 1-24.
    3. Shihe Fu & V. Brian Viard, 2022. "A mayors perspective on tackling air pollution," Chapters, in: Charles K.Y. Leung (ed.), Handbook of Real Estate and Macroeconomics, chapter 16, pages 413-437, Edward Elgar Publishing.
    4. Luechinger, Simon & Roth, Florian, 2016. "Effects of a mileage tax for trucks," Journal of Urban Economics, Elsevier, vol. 92(C), pages 1-15.
    5. André de Palma & Shaghayegh Vosough & Robin Lindsey, 2020. "Pricing vehicle emissions and congestion using a dynamic traffic network simulator," THEMA Working Papers 2020-09, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
    6. 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.
    7. Hongyou Lu & Yunchan Zhu & Yu Qi & Jinliang Yu, 2018. "Do Urban Subway Openings Reduce PM 2.5 Concentrations? Evidence from China," Sustainability, MDPI, vol. 10(11), pages 1-24, November.
    8. Li, Shanjun & Wang, Binglin & Zhou, Hui, 2024. "Decarbonizing passenger transportation in developing countries: Lessons and perspectives1," Regional Science and Urban Economics, Elsevier, vol. 107(C).
    9. 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.
    10. Proost, Stef & Van Dender, Kurt, 2012. "Energy and environment challenges in the transport sector," Economics of Transportation, Elsevier, vol. 1(1), pages 77-87.
    11. Caplan, Arthur J. & Acharya, Ramjee, 2019. "Optimal vehicle use in the presence of episodic mobile-source air pollution," Resource and Energy Economics, Elsevier, vol. 57(C), pages 185-204.
    12. Catherine Hausman & David S. Rapson, 2018. "Regression Discontinuity in Time: Considerations for Empirical Applications," Annual Review of Resource Economics, Annual Reviews, vol. 10(1), pages 533-552, October.
    13. Dang, Hai-Anh H. & Trinh, Trong-Anh, 2021. "Does the COVID-19 lockdown improve global air quality? New cross-national evidence on its unintended consequences," Journal of Environmental Economics and Management, Elsevier, vol. 105(C).
    14. Coria, Jessica & Bonilla, Jorge & Grundström, Maria & Pleijel, Håkan, 2015. "Air pollution dynamics and the need for temporally differentiated road pricing," Transportation Research Part A: Policy and Practice, Elsevier, vol. 75(C), pages 178-195.
    15. Zhu, Junming & Wang, Jiali, 2021. "The effects of fuel content regulation at ports on regional pollution and shipping industry," Journal of Environmental Economics and Management, Elsevier, vol. 106(C).
    16. Alexander Luttmann & Cody Nehiba, 2020. "The Effects of Employee Hours‐of‐Service Regulations on the U.S. Airline Industry," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(4), pages 1043-1075, September.
    17. 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.
    18. 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.
    19. Li, Pei & Lu, Yi & Wang, Jin, 2020. "The effects of fuel standards on air pollution: Evidence from China," Journal of Development Economics, Elsevier, vol. 146(C).
    20. Arcila, Andres & Chen, Tao & Lu, Xiaolan, 2018. "The effectiveness of consumption tax on the reduction of car pollution in China," CLEF Working Paper Series 15, Canadian Labour Economics Forum (CLEF), University of Waterloo.

    More about this item

    Keywords

    Highway toll; Air pollution; Visibility; Regression discontinuity design; Differences-in-differences;
    All these keywords.

    JEL classification:

    • H23 - Public Economics - - Taxation, Subsidies, and Revenue - - - Externalities; Redistributive Effects; Environmental Taxes and Subsidies
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • 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

    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:jeeman:v:83:y:2017:i:c:p:32-49. 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/locate/inca/622870 .

    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.