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Willingness to pay for clean air: Evidence from diesel vehicle registration restrictions in Japan

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  • Nishitateno, Shuhei
  • Burke, Paul J.

Abstract

This paper documents the effect of diesel vehicle registration restrictions introduced in Japan in 2001 in reducing suspended particulate matter (SPM) concentrations. The focus is on Aichi and Mie prefectures, home to a number of municipalities that were required to implement these restrictions in 2001. The paper then uses this intervention to estimate the causal effect of air pollution on land values. We obtain estimates of the elasticity of residential land prices with respect to SPM concentration of between −0.4 and −1.0. The revealed willingness to pay for the improvements in air quality induced by the intervention in Aichi and Mie is estimated at about US$7 billion. We also find evidence that net in-migration appears to be a key mechanism via which clean air was capitalized into higher land values. The results are robust to a number of estimation approaches and sample restrictions.

Suggested Citation

  • Nishitateno, Shuhei & Burke, Paul J., 2021. "Willingness to pay for clean air: Evidence from diesel vehicle registration restrictions in Japan," Regional Science and Urban Economics, Elsevier, vol. 88(C).
  • Handle: RePEc:eee:regeco:v:88:y:2021:i:c:s016604622100017x
    DOI: 10.1016/j.regsciurbeco.2021.103657
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    1. Lucas W. Davis & Matthew E. Kahn, 2010. "International Trade in Used Vehicles: The Environmental Consequences of NAFTA," American Economic Journal: Economic Policy, American Economic Association, vol. 2(4), pages 58-82, November.
    2. Christopher F. Parmeter & Jaren C. Pope, 2013. "Quasi-experiments and hedonic property value methods," Chapters, in: John A. List & Michael K. Price (ed.), Handbook on Experimental Economics and the Environment, chapter 1, pages 3-66, Edward Elgar Publishing.
    3. Atif Mian & Amir Sufi, 2012. "The Effects of Fiscal Stimulus: Evidence from the 2009 Cash for Clunkers Program," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1107-1142.
    4. Takatoshi Tabuchi, 1996. "Quantity Premia in Real Property Markets," Land Economics, University of Wisconsin Press, vol. 72(2), pages 206-217.
    5. Mark Hoekstra & Steven L. Puller & Jeremy West, 2017. "Cash for Corollas: When Stimulus Reduces Spending," American Economic Journal: Applied Economics, American Economic Association, vol. 9(3), pages 1-35, July.
    6. Bayer, Patrick & Keohane, Nathaniel & Timmins, Christopher, 2009. "Migration and hedonic valuation: The case of air quality," Journal of Environmental Economics and Management, Elsevier, vol. 58(1), pages 1-14, July.
    7. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    8. Anna Alberini & Winston Harrington & Virginia McConnell, 1995. "Determinants of Participation in Accelerated Vehicle-Retirement Programs," RAND Journal of Economics, The RAND Corporation, vol. 26(1), pages 93-112, Spring.
    9. 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.
    10. 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.
    11. Alberini, Anna & Harrington, Winston & McConnell, Virginia, 1996. "Estimating an Emissions Supply Function from Accelerated Vehicle Retirement Programs," The Review of Economics and Statistics, MIT Press, vol. 78(2), pages 251-265, May.
    12. Antonio Bento & Matthew Freedman & Corey Lang, 2015. "Who Benefits from Environmental Regulation? Evidence from the Clean Air Act Amendments," The Review of Economics and Statistics, MIT Press, vol. 97(3), pages 610-622, July.
    13. Antweiler, Werner & Gulati, Sumeet, 2015. "Scrapping for clean air: Emissions savings from the BC SCRAP-IT program," Journal of Environmental Economics and Management, Elsevier, vol. 71(C), pages 198-214.
    14. 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.
    15. H. Spencer Banzhaf & Randall P. Walsh, 2008. "Do People Vote with Their Feet? An Empirical Test of Tiebout," American Economic Review, American Economic Association, vol. 98(3), pages 843-863, June.
    16. John A. List & Michael K. Price (ed.), 2013. "Handbook on Experimental Economics and the Environment," Books, Edward Elgar Publishing, number 12964.
    17. Masayuki Nakagawa & Makoto Saito & Hisaki Yamaga, 2009. "Earthquake Risks And Land Prices: Evidence From The Tokyo Metropolitan Area," The Japanese Economic Review, Japanese Economic Association, vol. 60(2), pages 208-222, June.
    18. Charles M. Tiebout, 1956. "A Pure Theory of Local Expenditures," Journal of Political Economy, University of Chicago Press, vol. 64(5), pages 416-416.
    19. Matthew E. Kahn, 2000. "Smog Reduction’s Impact on California County Growth," Journal of Regional Science, Wiley Blackwell, vol. 40(3), pages 565-582, August.
    20. Hanna, Brid Gleeson, 2007. "House values, incomes, and industrial pollution," Journal of Environmental Economics and Management, Elsevier, vol. 54(1), pages 100-112, July.
    21. Shuhei Nishitateno & Paul J. Burke, 2020. "Have Vehicle Registration Restrictions Improved Urban Air Quality In Japan?," Contemporary Economic Policy, Western Economic Association International, vol. 38(3), pages 448-459, July.
    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. Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
    24. Grigolon, Laura & Leheyda, Nina & Verboven, Frank, 2016. "Scrapping subsidies during the financial crisis — Evidence from Europe," International Journal of Industrial Organization, Elsevier, vol. 44(C), pages 41-59.
    25. Ryan Sandler, 2012. "Clunkers or Junkers? Adverse Selection in a Vehicle Retirement Program," American Economic Journal: Economic Policy, American Economic Association, vol. 4(4), pages 253-281, November.
    26. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    27. Smith, V Kerry & Huang, Ju-Chin, 1995. "Can Markets Value Air Quality? A Meta-analysis of Hedonic Property Value Models," Journal of Political Economy, University of Chicago Press, vol. 103(1), pages 209-227, February.
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    Cited by:

    1. Edoh Y. Amiran & Joni S. James Charles, 2021. "Reconciling revealed and stated measures for willingness to pay in recreation by building a probability model," Papers 2107.14343, arXiv.org.
    2. NISHITATENO Shuhei & Paul BURKE, 2022. "Effects of Low Emission Zones on Air Quality, New Vehicle Registrations, and Birthweights: Evidence from Japan," Discussion papers 22109, Research Institute of Economy, Trade and Industry (RIETI).
    3. NISHITATENO Shuhei & Paul J. BURKE & ARIMURA Toshi H., 2023. "Road Traffic Flow and Air Pollution Concentrations: Evidence from Japan," Discussion papers 23031, Research Institute of Economy, Trade and Industry (RIETI).
    4. Chao Zhang & Mimi Xiong & Xuehui Wei & Zongmin Lan, 2023. "Spatial heterogeneity of marginal willingness to pay for air quality in PM2.5: analysis of buyers’ housing price in Beijing through hedonic price, spatial regression, and quantile regression models," Asia-Pacific Journal of Regional Science, Springer, vol. 7(3), pages 697-720, September.

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    More about this item

    Keywords

    Vehicle registration restrictions; Urban air pollution; Hedonic pricing;
    All these keywords.

    JEL classification:

    • 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
    • R48 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Government Pricing and Policy

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