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Does Air Quality Matter? Evidence from the Housing Market

  • Kenneth Y. Chay
  • Michael Greenstone

This study exploits the quasi-random assignment of air pollution changes across counties induced by federally mandated air pollution regulations to identify the impact of particulate matter on property values. Two striking empirical regularities emerge from the analysis. First particulate matter declined substantially more in regulated than in unregulated counties during the 1970s and 1980s. At the same time, housing prices rose more in regulated counties. The evidence suggests that this approach identifies two causal effects: 1) the impact of regulation on air quality improvements, and 2) the impact of regulation on economic gains for home-owners. In addition, the results highlight the importance of choosing regulatory instruments that are orthogonal to unobserved housing price shocks that vary by county over long time horizons. It appears that using regulation-induced changes in particulate matter leads to more reliable estimates of the capitalization of air quality into property values. Whereas the conventional cross-sectional and unstable and indeterminate across specifications, the instrumental variables estimates are much larger, insensitive to specification of the model, and appear to purge the biases in the conventional estimates. The estimates imply that a one-unit reduction in suspended particulates results in a 0.7-1.5 percent increase in home values. In addition, it appears that air pollution regulations resulted in real economic benefits to home-owners in regulated counties.

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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 6826.

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Date of creation: Dec 1998
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Publication status: published as 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.
Handle: RePEc:nbr:nberwo:6826
Note: PE
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  1. Henderson, J Vernon, 1996. "Effects of Air Quality Regulation," American Economic Review, American Economic Association, vol. 86(4), pages 789-813, September.
  2. Olivier Deschenes & Michael Greenstone, 2006. "The Economic Impacts of Climate Change Evidence from Agricultural Profits and Random Fluctuations in Weather," Working Papers 0601, Massachusetts Institute of Technology, Center for Energy and Environmental Policy Research.
  3. Kahn, Matthew E., 1999. "The Silver Lining of Rust Belt Manufacturing Decline," Journal of Urban Economics, Elsevier, vol. 46(3), pages 360-376, November.
  4. Charles F. Manski & John V. Pepper, 2000. "Monotone Instrumental Variables, with an Application to the Returns to Schooling," Econometrica, Econometric Society, vol. 68(4), pages 997-1012, July.
  5. Myrick Freeman, A. III, 1974. "On estimating air pollution control benefits from land value studies," Journal of Environmental Economics and Management, Elsevier, vol. 1(1), pages 74-83, May.
  6. Palmquist, Raymond B, 1984. "Estimating the Demand for the Characteristics of Housing," The Review of Economics and Statistics, MIT Press, vol. 66(3), pages 394-404, August.
  7. Robert S. Smith, 1979. "Compensating wage differentials and public policy: A review," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 32(3), pages 339-362, April.
  8. Joshua D. Angrist & Victor Lavy, 1999. "Using Maimonides' Rule To Estimate The Effect Of Class Size On Scholastic Achievement," The Quarterly Journal of Economics, MIT Press, vol. 114(2), pages 533-575, May.
  9. Bartik, Timothy J, 1987. "The Estimation of Demand Parameters in Hedonic Price Models," Journal of Political Economy, University of Chicago Press, vol. 95(1), pages 81-88, February.
  10. Brown, James N & Rosen, Harvey S, 1982. "On the Estimation of Structural Hedonic Price Models," Econometrica, Econometric Society, vol. 50(3), pages 765-68, May.
  11. 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.
  12. Kenneth Y. Chay & Michael Greenstone, 1999. "The Impact of Air Pollution on Infant Mortality: Evidence from Geographic Variation in Pollution Shocks Induced by a Recession," NBER Working Papers 7442, National Bureau of Economic Research, Inc.
  13. Cropper, Maureen L & Deck, Leland B & McConnell, Kenneth E, 1988. "On the Choice of Functional Form for Hedonic Price Functions," The Review of Economics and Statistics, MIT Press, vol. 70(4), pages 668-75, November.
  14. Small, Kenneth A, 1975. "Air Pollution and Property Values: Further Comment," The Review of Economics and Statistics, MIT Press, vol. 57(1), pages 105-07, February.
  15. Olivier Deschenes & Michael Greenstone, 2004. "The Economic Impacts of Climate Change: Evidence from Agricultural Profits and Random," NBER Working Papers 10663, National Bureau of Economic Research, Inc.
  16. Deily, Mary E. & Gray, Wayne B., 1991. "Enforcement of pollution regulations in a declining industry," Journal of Environmental Economics and Management, Elsevier, vol. 21(3), pages 260-274, November.
  17. Dan A. Black & Thomas K. Kniesner, 2003. "On the Measurement of Job Risk in Hedonic Wage Models," NCEE Working Paper Series 200306, National Center for Environmental Economics, U.S. Environmental Protection Agency, revised Aug 2003.
  18. James Heckman & Rosa Matzkin & Lars Nesheim, 2005. "Nonparametric estimation of nonadditive hedonic models," CeMMAP working papers CWP03/05, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  19. Brown, Charles, 1980. "Equalizing Differences in the Labor Market," The Quarterly Journal of Economics, MIT Press, vol. 94(1), pages 113-34, February.
  20. Moulton, Brent R., 1986. "Random group effects and the precision of regression estimates," Journal of Econometrics, Elsevier, vol. 32(3), pages 385-397, August.
  21. repec:reg:rpubli:134 is not listed on IDEAS
  22. Olivier Jean Blanchard & Lawrence F. Katz, 1992. "Regional Evolutions," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 23(1), pages 1-76.
  23. Ivar Ekeland & James Heckman & Lars Nesheim, 2002. "Identification and estimation of hedonic models," CeMMAP working papers CWP07/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  24. Smith, V. Kerry, 1996. "Pricing What is Priceless: A Status Report on Non-Market Valuation of Environmental Resources," Working Papers 96-30, Duke University, Department of Economics.
  25. Blomquist, Glenn C & Berger, Mark C & Hoehn, John P, 1988. "New Estimates of Quality of Life in Urban Areas," American Economic Review, American Economic Association, vol. 78(1), pages 89-107, March.
  26. Sandra E. Black, 1997. "Do better schools matter? Parental valuation of elementary education," Research Paper 9729, Federal Reserve Bank of New York.
  27. Phil Graves & James C. Murdoch & Mark A. Thayer & Don Waldman, 1988. "The Robustness of Hedonic Price Estimation: Urban Air Quality," Land Economics, University of Wisconsin Press, vol. 64(3), pages 220-233.
  28. Michael Greenstone, 2003. "Did the Clean Air Act Cause the Remarkable Decline in Sulfur Dioxide Concentrations?," Working Papers 0407, Massachusetts Institute of Technology, Center for Energy and Environmental Policy Research.
  29. Dennis Epple & Holger Sieg, 1999. "Estimating Equilibrium Models of Local Jurisdictions," Journal of Political Economy, University of Chicago Press, vol. 107(4), pages 645-681, August.
  30. Matthew E Kahn, 1997. "The Silver Lining Of Rust Belt Manufacturing Decline: Killing Off Pollution Externalities," Working Papers 97-7, Center for Economic Studies, U.S. Census Bureau.
  31. Roback, Jennifer, 1982. "Wages, Rents, and the Quality of Life," Journal of Political Economy, University of Chicago Press, vol. 90(6), pages 1257-78, December.
  32. Nadeau, Louis W., 1997. "EPA Effectiveness at Reducing the Duration of Plant-Level Noncompliance," Journal of Environmental Economics and Management, Elsevier, vol. 34(1), pages 54-78, September.
  33. Charles M. Tiebout, 1956. "A Pure Theory of Local Expenditures," Journal of Political Economy, University of Chicago Press, vol. 64, pages 416.
  34. Richard Blundell & James Powell, 2001. "Endogeneity in nonparametric and semiparametric regression models," CeMMAP working papers CWP09/01, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  35. Timothy J. Bartik, 2008. "Measuring the Benefits of Amenity Improvements in Hedonic Price Models," Book chapters authored by Upjohn Institute researchers, in: Richard E. Just & Darrell L. Hueth & Andrew Schmitz (ed.), Applied Welfare Economics, pages 643-654 W.E. Upjohn Institute for Employment Research.
  36. Wooldridge, Jeffrey M., 1997. "On two stage least squares estimation of the average treatment effect in a random coefficient model," Economics Letters, Elsevier, vol. 56(2), pages 129-133, October.
  37. Epple, Dennis, 1987. "Hedonic Prices and Implicit Markets: Estimating Demand and Supply Functions for Differentiated Products," Journal of Political Economy, University of Chicago Press, vol. 95(1), pages 59-80, February.
  38. 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 209-27, February.
  39. Chamberlain, G., 1993. "Feedback in Panel Data Medels," Harvard Institute of Economic Research Working Papers 1656, Harvard - Institute of Economic Research.
  40. James J. Heckman & Rosa Matzkin & Lars Nesheim, 2003. "Simulation and Estimation of Nonaddative Hedonic Models," NBER Working Papers 9895, National Bureau of Economic Research, Inc.
  41. Holger Sieg & V. Kerry Smith & H. Spencer Banzhaf & Randy Walsh, 2000. "Estimating the General Equilibrium Benefits of Large Policy Changes: The Clean Air Act Revisited," NBER Working Papers 7744, National Bureau of Economic Research, Inc.
  42. Robert Deacon & Charles Kolstad & Allen Kneese & David Brookshire & David Scrogin & Anthony Fisher & Michael Ward & Kerry Smith & James Wilen, 1998. "Research Trends and Opportunities in Environmental and Natural Resource Economics," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 11(3), pages 383-397, April.
  43. 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..
  44. Garen, John, 1984. "The Returns to Schooling: A Selectivity Bias Approach with a Continuous Choice Variable," Econometrica, Econometric Society, vol. 52(5), pages 1199-1218, September.
  45. Halvorsen, Robert & Pollakowski, Henry O., 1981. "Choice of functional form for hedonic price equations," Journal of Urban Economics, Elsevier, vol. 10(1), pages 37-49, July.
  46. Michael R Ransom & C. Arden Pope Iii, 1995. "External Health Costs Of A Steel Mill," Contemporary Economic Policy, Western Economic Association International, vol. 13(2), pages 86-97, 04.
  47. James Heckman & Edward Vytlacil, 1998. "Instrumental Variables Methods for the Correlated Random Coefficient Model: Estimating the Average Rate of Return to Schooling When the Return is Correlated with Schooling," Journal of Human Resources, University of Wisconsin Press, vol. 33(4), pages 974-987.
  48. Harrison, David Jr. & Rubinfeld, Daniel L., 1978. "Hedonic housing prices and the demand for clean air," Journal of Environmental Economics and Management, Elsevier, vol. 5(1), pages 81-102, March.
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