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Compliance, Efficiency and Instrument Choice: Evidence from air pollution control in China

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  • Thomas Stoerk
Abstract
This research evaluates China's main air pollution control policy. In 2005, China decided on a 10% SO2 emissions reduction goal as part of the 11th Five-Year Plan (2006-2010). I study the effect of this policy on pollution outcomes, using both the offcial, misreporting-prone indicator and independent NASA SO2 satellite data in a differences-in-differences strategy that exploits variation in target stringency at the province level. I find that results from the offcial and the satellite data differ initially when the Chinese government lacked the ability to effectively monitor SO2 pollution. Ultimately, however, the policy worked and reduced air pollution by 11%. The regulated provincial governments react through rhetorical compliance, measured by a unique dataset of quantified political statements, and by shutting down small, ineffcient thermal units. Rhetorical compliance increases, especially before the government gained the ability to monitor SO2 in 2008. Real compliance sets in through the shutdown of small, ineffcient thermal units. Next, I compute detailed marginal abatement cost curves for SO2 for each province in China, thus illustrating the large heterogeneity in abatement cost across provinces. I use those curves to construct the counterfactual cost-effcient allocation of SO2 reduction targets across provinces. Using this benchmark, I find that the cost-effcient allocation would increase effciency by 49% at the margin, by lowering marginal abatement cost from 658e/tSO2 to 338e/tSO2. This finding is robust to inclusion of a back-of-the-envelope measure for the marginal benefits of abatement. I conclude that a market-based allocation of SO2 reduction targets would have doubled the effciency of China's main air pollution control policy. Contrary to the US experience, I find that a mandate on scrubbers would reap most of those effciency gains.

Suggested Citation

  • Thomas Stoerk, 2017. "Compliance, Efficiency and Instrument Choice: Evidence from air pollution control in China," GRI Working Papers 273, Grantham Research Institute on Climate Change and the Environment.
    • Handle: RePEc:lsg:lsgwps:wp273
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    References listed on IDEAS

    as
    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. Petra Persson & Ekaterina Zhuravskaya, 2016. "The Limits Of Career Concerns In Federalism: Evidence From China," Journal of the European Economic Association, European Economic Association, vol. 14(2), pages 338-374, April.
    3. Chay, Kenneth & Dobkin, Carlos & Greenstone, Michael, 2003. "The Clean Air Act of 1970 and Adult Mortality," Journal of Risk and Uncertainty, Springer, vol. 27(3), pages 279-300, December.
    4. Koichiro Ito & Shuang Zhang, 2020. "Willingness to Pay for Clean Air: Evidence from Air Purifier Markets in China," Journal of Political Economy, University of Chicago Press, vol. 128(5), pages 1627-1672.
    5. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    6. Fouquet, Roger, 2011. "Long run trends in energy-related external costs," Ecological Economics, Elsevier, vol. 70(12), pages 2380-2389.
    7. Paulina Oliva, 2015. "Environmental Regulations and Corruption: Automobile Emissions in Mexico City," Journal of Political Economy, University of Chicago Press, vol. 123(3), pages 686-724.
    8. Raymond Hartman & David Wheeler & Manjula Singh, 1997. "The cost of air pollution abatement," Applied Economics, Taylor & Francis Journals, vol. 29(6), pages 759-774.
    9. Oates, Wallace E & Portney, Paul R & McGartland, Albert M, 1989. "The Net Benefits of Incentive-Based Regulation: A Case Study of Environmental Standard Setting," American Economic Review, American Economic Association, vol. 79(5), pages 1233-1242, December.
    10. Li, Xu & Wu, Xiaole & Zhang, Fuqiang, 2015. "A method for analyzing pollution control policies: Application to SO2 emissions in China," Energy Economics, Elsevier, vol. 49(C), pages 451-459.
    11. Seema Jayachandran, 2009. "Air Quality and Early-Life Mortality: Evidence from Indonesia’s Wildfires," Journal of Human Resources, University of Wisconsin Press, vol. 44(4).
    12. 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.
    13. Tom Y. Chang & Joshua Graff Zivin & Tal Gross & Matthew Neidell, 2019. "The Effect of Pollution on Worker Productivity: Evidence from Call Center Workers in China," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 151-172, January.
    14. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    15. Gosnell, Greer & Metcalfe, Robert & List, John A, 2016. "A new approach to an age-old problem: solving externalities by incenting workers directly," LSE Research Online Documents on Economics 84331, London School of Economics and Political Science, LSE Library.
    16. Lin, Jiang, 2007. "Energy conservation investments: A comparison between China and the US," Energy Policy, Elsevier, vol. 35(2), pages 916-924, February.
    17. Hammitt James K. & Robinson Lisa A, 2011. "The Income Elasticity of the Value per Statistical Life: Transferring Estimates between High and Low Income Populations," Journal of Benefit-Cost Analysis, De Gruyter, vol. 2(1), pages 1-29, January.
    18. Zhengge Tu & Renjun Shen, 2014. "Can China’s Industrial SO 2 Emissions Trading Pilot Scheme Reduce Pollution Abatement Costs?," Sustainability, MDPI, vol. 6(11), pages 1-25, October.
    19. Hammitt James K. & Robinson Lisa A, 2011. "The Income Elasticity of the Value per Statistical Life: Transferring Estimates between High and Low Income Populations," Journal of Benefit-Cost Analysis, De Gruyter, vol. 2(1), pages 1-29, January.
    20. 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.
    21. Ghanem, Dalia & Zhang, Junjie, 2014. "‘Effortless Perfection:’ Do Chinese cities manipulate air pollution data?," Journal of Environmental Economics and Management, Elsevier, vol. 68(2), pages 203-225.
    22. Kenneth Y. Chay & Michael Greenstone, 2005. "Does Air Quality Matter? Evidence from the Housing Market," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 376-424, April.
    23. Kyle C. Meng, 2017. "Using a Free Permit Rule to Forecast the Marginal Abatement Cost of Proposed Climate Policy," American Economic Review, American Economic Association, vol. 107(3), pages 748-784, March.
    24. Wolfgang Keller & Arik Levinson, 2002. "Pollution Abatement Costs and Foreign Direct Investment Inflows to U.S. States," The Review of Economics and Statistics, MIT Press, vol. 84(4), pages 691-703, November.
    25. Iris Claus & Les Oxley & Siqi Zheng & Cong Sun & Ye Qi & Matthew E. Kahn, 2014. "The Evolving Geography Of China'S Industrial Production: Implications For Pollution Dynamics And Urban Quality Of Life," Journal of Economic Surveys, Wiley Blackwell, vol. 28(4), pages 709-724, September.
    26. Antle, John & Capalbo, Susan & Mooney, Sian & Elliott, Edward & Paustian, Keith, 2003. "Spatial heterogeneity, contract design, and the efficiency of carbon sequestration policies for agriculture," Journal of Environmental Economics and Management, Elsevier, vol. 46(2), pages 231-250, September.
    27. 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.
    28. Gollop, Frank M & Roberts, Mark J, 1985. "Cost-minimizing Regulation of Sulfur Emissions: Regional Gains in Electric Power," The Review of Economics and Statistics, MIT Press, vol. 67(1), pages 81-90, February.
    29. 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.
    30. Curtis Carlson & Dallas Burtraw & Maureen Cropper & Karen L. Palmer, 2000. "Sulfur Dioxide Control by Electric Utilities: What Are the Gains from Trade?," Journal of Political Economy, University of Chicago Press, vol. 108(6), pages 1292-1326, December.
    31. Li, Hongbin & Zhou, Li-An, 2005. "Political turnover and economic performance: the incentive role of personnel control in China," Journal of Public Economics, Elsevier, vol. 89(9-10), pages 1743-1762, September.
    32. Richard Schmalensee & Paul L. Joskow & A. Denny Ellerman & Juan Pablo Montero & Elizabeth M. Bailey, 1998. "An Interim Evaluation of Sulfur Dioxide Emissions Trading," Journal of Economic Perspectives, American Economic Association, vol. 12(3), pages 53-68, Summer.
    33. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    34. Montero, Juan-Pablo & Sanchez, Jose Miguel & Katz, Ricardo, 2002. "A Market-Based Environmental Policy Experiment in Chile," Journal of Law and Economics, University of Chicago Press, vol. 45(1), pages 267-287, April.
    35. Becker, Randy A., 2005. "Air pollution abatement costs under the Clean Air Act: evidence from the PACE survey," Journal of Environmental Economics and Management, Elsevier, vol. 50(1), pages 144-169, July.
    36. Henderson, J Vernon, 1996. "Effects of Air Quality Regulation," American Economic Review, American Economic Association, vol. 86(4), pages 789-813, September.
    37. 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.
    38. Chen, Ye & Li, Hongbin & Zhou, Li-An, 2005. "Relative performance evaluation and the turnover of provincial leaders in China," Economics Letters, Elsevier, vol. 88(3), pages 421-425, September.
    39. Siqi Zheng & Matthew E. Kahn, 2013. "Understanding China's Urban Pollution Dynamics," Journal of Economic Literature, American Economic Association, vol. 51(3), pages 731-772, September.
    40. repec:hal:pseose:halshs-01313799 is not listed on IDEAS
    41. Matthew E. Kahn & Pei Li & Daxuan Zhao, 2015. "Water Pollution Progress at Borders: The Role of Changes in China's Political Promotion Incentives," American Economic Journal: Economic Policy, American Economic Association, vol. 7(4), pages 223-242, November.
    42. Laffont,Jean-Jacques, 2005. "Regulation and Development," Cambridge Books, Cambridge University Press, number 9780521549486, September.
    43. K. G. Mäler & J. R. Vincent (ed.), 2003. "Handbook of Environmental Economics," Handbook of Environmental Economics, Elsevier, edition 1, volume 1, number 1.
    44. repec:cup:cbooks:9780521840187 is not listed on IDEAS
    45. Yuan Xu, 2011. "The use of a goal for SO2 mitigation planning and management in China's 11th Five-Year Plan," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 54(6), pages 769-783.
    46. Kenneth Y. Chay & Michael Greenstone, 2003. "Air Quality, Infant Mortality, and the Clean Air Act of 1970," Working Papers 0406, Massachusetts Institute of Technology, Center for Energy and Environmental Policy Research.
    47. Robert N. Stavins, 1998. "What Can We Learn from the Grand Policy Experiment? Lessons from SO2 Allowance Trading," Journal of Economic Perspectives, American Economic Association, vol. 12(3), pages 69-88, Summer.
    48. Matilde Bombardini & Bingjing Li, 2016. "Trade, Pollution and Mortality in China," NBER Working Papers 22804, National Bureau of Economic Research, Inc.
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