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The effects of fuel standards on air pollution: Evidence from China

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  • Li, Pei
  • Lu, Yi
  • Wang, Jin

Abstract

This paper examines the causal relationship between China's fuel standards and air pollution using a difference-in-differences design and regression discontinuity analyses. Combining data on staggered prefectural implementation of the regulations with hourly station-level pollution data, we show that the enforcement of high-quality gasoline standards significantly improved air quality, especially in terms of fine particles and ozone. The average pollution across all pollutants was reduced by 12.9%. The new gasoline standard's net benefit is estimated to be about US$26 billion annually. These findings demonstrate the effectiveness of precise standards in reducing air pollution in a developing country setting.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:deveco:v:146:y:2020:i:c:s0304387820300638
    DOI: 10.1016/j.jdeveco.2020.102488
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    1. Michael Greenstone & Rema Hanna, 2014. "Environmental Regulations, Air and Water Pollution, and Infant Mortality in India," American Economic Review, American Economic Association, vol. 104(10), pages 3038-3072, October.
    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. Simon Freyaldenhoven & Christian Hansen & Jesse M. Shapiro, 2019. "Pre-event Trends in the Panel Event-Study Design," American Economic Review, American Economic Association, vol. 109(9), pages 3307-3338, September.
    4. 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.
    5. Alan I. Barreca & Melanie Guldi & Jason M. Lindo & Glen R. Waddell, 2011. "Saving Babies? Revisiting the effect of very low birth weight classification," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(4), pages 2117-2123.
    6. 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.
    7. Manasi Deshpande & Yue Li, 2019. "Who Is Screened Out? Application Costs and the Targeting of Disability Programs," American Economic Journal: Economic Policy, American Economic Association, vol. 11(4), pages 213-248, November.
    8. Esther Duflo & Michael Greenstone & Nicholas Ryan, 2013. "Truth-telling by Third-party Auditors and the Response of Polluting Firms: Experimental Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(4), pages 1499-1545.
    9. Chenggang Xu, 2011. "The Fundamental Institutions of China's Reforms and Development," Journal of Economic Literature, American Economic Association, vol. 49(4), pages 1076-1151, December.
    10. Sharat Ganapati & Joseph S. Shapiro & Reed Walker, 2020. "Energy Cost Pass-Through in US Manufacturing: Estimates and Implications for Carbon Taxes," American Economic Journal: Applied Economics, American Economic Association, vol. 12(2), pages 303-342, April.
    11. Hendrik Wolff, 2014. "Keep Your Clunker in the Suburb: Low‐emission Zones and Adoption of Green Vehicles," Economic Journal, Royal Economic Society, vol. 124(578), pages 481-512, August.
    12. Pedro Carneiro & Katrine V. Løken & Kjell G. Salvanes, 2015. "A Flying Start? Maternity Leave Benefits and Long-Run Outcomes of Children," Journal of Political Economy, University of Chicago Press, vol. 123(2), pages 365-412.
    13. 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.
    14. E. Glen Weyl & Michal Fabinger, 2013. "Pass-Through as an Economic Tool: Principles of Incidence under Imperfect Competition," Journal of Political Economy, University of Chicago Press, vol. 121(3), pages 528-583.
    15. Brian R. Copeland & M. Scott Taylor, 2004. "Trade, Growth, and the Environment," Journal of Economic Literature, American Economic Association, vol. 42(1), pages 7-71, March.
    16. Panle Jia Barwick & Shanjun Li & Deyu Rao & Nahim Bin Zahur, 2018. "The Morbidity Cost of Air Pollution: Evidence from Consumer Spending in China," Working Papers id:12825, eSocialSciences.
    17. Guido Imbens & Karthik Kalyanaraman, 2012. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 933-959.
    18. Prashant Bharadwaj & Matthew Gibson & Joshua Graff Zivin & Christopher Neilson, 2017. "Gray Matters: Fetal Pollution Exposure and Human Capital Formation," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(2), pages 505-542.
    19. Geoffrey Heal (ed.), 2010. "Is Economic Growth Sustainable?," International Economic Association Series, Palgrave Macmillan, number 978-0-230-27428-0, December.
    20. Maureen Cropper, 2010. "What Are the Health Effects of Air Pollution in China?," International Economic Association Series, in: Geoffrey Heal (ed.), Is Economic Growth Sustainable?, chapter 1, pages 10-46, Palgrave Macmillan.
    21. Greenstone, Michael, 2004. "Did the Clean Air Act cause the remarkable decline in sulfur dioxide concentrations?," Journal of Environmental Economics and Management, Elsevier, vol. 47(3), pages 585-611, May.
    22. Douglas Almond & Yuyu Chen & Michael Greenstone & Hongbin Li, 2009. "Winter Heating or Clean Air? Unintended Impacts of China's Huai River Policy," American Economic Review, American Economic Association, vol. 99(2), pages 184-190, May.
    23. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    24. He, Guojun & Fan, Maoyong & Zhou, Maigeng, 2016. "The effect of air pollution on mortality in China: Evidence from the 2008 Beijing Olympic Games," Journal of Environmental Economics and Management, Elsevier, vol. 79(C), pages 18-39.
    25. Wolff, Hendrik, 2014. "Keep Your Clunker in the Suburb: Low Emission Zones and Adoption of Green Vehicles," IZA Discussion Papers 8180, Institute of Labor Economics (IZA).
    26. Mark R. Jacobsen, 2013. "Evaluating US Fuel Economy Standards in a Model with Producer and Household Heterogeneity," American Economic Journal: Economic Policy, American Economic Association, vol. 5(2), pages 148-187, May.
    27. 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.
    28. Anas, Alex & Timilsina, Govinda R. & Zheng, Siqi, 2009. "An analysis of various policy instruments to reduce congestion, fuel consumption and CO2 emissions in Beijing," Policy Research Working Paper Series 5068, The World Bank.
    29. Matthew E. Kahn, 1996. "New Evidence on Trends in Vehicle Emissions," RAND Journal of Economics, The RAND Corporation, vol. 27(1), pages 183-196, Spring.
    30. Ian Coxhead, 2019. "Environmentalism with Chinese Characteristics—A Review of Matthew E. Kahn and Siqi Zheng's Blue Skies over Beijing: Economic Growth and the Environment in China," Journal of Economic Literature, American Economic Association, vol. 57(1), pages 161-179, March.
    31. 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.
    32. Matthew Gentzkow, 2006. "Television and Voter Turnout," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(3), pages 931-972.
    33. Panle Jia Barwick & Shanjun Li & Deyu Rao & Nahim Bin Zahur, 2018. "The Healthcare Cost of Air Pollution: Evidence from the World’s Largest Payment Network," NBER Working Papers 24688, National Bureau of Economic Research, Inc.
    34. Kahn, Matthew E. & Schwartz, Joel, 2008. "Urban air pollution progress despite sprawl: The "greening" of the vehicle fleet," Journal of Urban Economics, Elsevier, vol. 63(3), pages 775-787, May.
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    More about this item

    Keywords

    Fuel standards; Sulfur content; Vehicle emissions; Pollution; China;
    All these keywords.

    JEL classification:

    • L51 - Industrial Organization - - Regulation and Industrial Policy - - - Economics of Regulation
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy

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