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Quantifying Welfare Impacts of Air Pollution in Seoul: A Two-Stage Hedonic Price Approach

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  • Myung-Jin Jun

    (Department of Urban Planning and Real Estate, Chung-Ang University, Seoul, 84 Heukseok-ro, Heukseok-dong, Dongjak-gu, South Korea)

Abstract

This study aims to measure welfare loss due to the high pollution levels of PM10 and NO2 in the Seoul metropolitan area (SMA), Korea, which do not comply with the international standards, using spatial hedonic price models with apartment sales and air pollution data in 2010. The major findings were as follow: First, spatial hedonic model estimation reveals statistically significant negative signs for air pollution index for all submarkets, empirically presenting a trade-off between air pollution level and housing values. Second, the own-good quantity variable (air pollution index) has a statistically significant negative coefficient, indicating a diminishing marginal willingness to pay (MWTP) for additional level of the air pollution. Third, a worsening air quality brings about a substantial amount of welfare loss ($26.3 billion) among households residing in the SMA.

Suggested Citation

  • Myung-Jin Jun, 2018. "Quantifying Welfare Impacts of Air Pollution in Seoul: A Two-Stage Hedonic Price Approach," Journal of Environmental Assessment Policy and Management (JEAPM), World Scientific Publishing Co. Pte. Ltd., vol. 20(02), pages 1-25, June.
    • Handle: RePEc:wsi:jeapmx:v:20:y:2018:i:02:n:s1464333218500060
    DOI: 10.1142/S1464333218500060
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    as
    1. John I. Carruthers & David E. Clark, 2010. "Valuing Environmental Quality: A Space‐Based Strategy," Journal of Regional Science, Wiley Blackwell, vol. 50(4), pages 801-832, October.
    2. Ivar Ekeland & James J. Heckman & Lars Nesheim, 2004. "Identification and Estimation of Hedonic Models," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages 60-109, February.
    3. Sudip Chattopadhyay, 1999. "Estimating the Demand for Air Quality: New Evidence Based on the Chicago Housing Market," Land Economics, University of Wisconsin Press, vol. 75(1), pages 22-38.
    4. 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.
    5. Luc Anselin & Nancy Lozano-Gracia, 2009. "Errors in variables and spatial effects in hedonic house price models of ambient air quality," Studies in Empirical Economics, in: Giuseppe Arbia & Badi H. Baltagi (ed.), Spatial Econometrics, pages 5-34, Springer.
    6. Murray, Michael P., 1983. "Mythical demands and mythical supplies for proper estimation of Rosen's hedonic price model," Journal of Urban Economics, Elsevier, vol. 14(3), pages 327-337, November.
    7. David M. Brasington & Diane Hite, 2005. "Demand for Environmental Quality: A Spatial Hedonic Approach," Departmental Working Papers 2005-08, Department of Economics, Louisiana State University.
    8. Jeffrey E. Zabel & Katherine A. Kiel, 2000. "Estimating the Demand for Air Quality in Four U.S. Cities," Land Economics, University of Wisconsin Press, vol. 76(2), pages 174-194.
    9. Palmquist, Raymond B., 1988. "Welfare measurement for environmental improvements using the hedonic model: The case of nonparametric marginal prices," Journal of Environmental Economics and Management, Elsevier, vol. 15(3), pages 297-312, September.
    10. Ivar Ekeland & James J. Heckman & Lars Nesheim, 2002. "Identifying Hedonic Models," American Economic Review, American Economic Association, vol. 92(2), pages 304-309, May.
    11. Cho, Seong-Hoon & Poudyal, Neelam C. & Roberts, Roland K., 2008. "Spatial analysis of the amenity value of green open space," Ecological Economics, Elsevier, vol. 66(2-3), pages 403-416, June.
    12. Chae, Yeora & Park, Jeongim, 2011. "Quantifying costs and benefits of integrated environmental strategies of air quality management and greenhouse gas reduction in the Seoul Metropolitan Area," Energy Policy, Elsevier, vol. 39(9), pages 5296-5308, September.
    13. Brasington, David M. & Hite, Diane, 2005. "Demand for environmental quality: a spatial hedonic analysis," Regional Science and Urban Economics, Elsevier, vol. 35(1), pages 57-82, January.
    14. Katherine Kiel & Jeffrey Zabel, 2000. "Estimating the Demand for Air Quality in Four U.S. Cities," Working Papers 0009, College of the Holy Cross, Department of Economics.
    15. V. Smith & Ju Huang, 1993. "Hedonic models and air pollution: Twenty-five years and counting," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 3(4), pages 381-394, August.
    16. 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..
    17. Román Mínguez & José-María Montero & Gema Fernández-Avilés, 2013. "Measuring the impact of pollution on property prices in Madrid: objective versus subjective pollution indicators in spatial models," Journal of Geographical Systems, Springer, vol. 15(2), pages 169-191, April.
    18. Kanemoto, Yoshitsugu & Nakamura, Ryohei, 1986. "A new approach to the estimation of structural equations in hedonic models," Journal of Urban Economics, Elsevier, vol. 19(2), pages 218-233, March.
    19. Allen, Marcus T & Springer, Thomas M & Waller, Neil G, 1995. "Implicit Pricing across Residential Rental Submarkets," The Journal of Real Estate Finance and Economics, Springer, vol. 11(2), pages 137-151, September.
    20. Won Kim, Chong & Phipps, Tim T. & Anselin, Luc, 2003. "Measuring the benefits of air quality improvement: a spatial hedonic approach," Journal of Environmental Economics and Management, Elsevier, vol. 45(1), pages 24-39, January.
    21. Bourassa, Steven C. & Hoesli, Martin & Peng, Vincent S., 2003. "Do housing submarkets really matter?," Journal of Housing Economics, Elsevier, vol. 12(1), pages 12-28, March.
    22. Luc Anselin, 2003. "Spatial Externalities, Spatial Multipliers, And Spatial Econometrics," International Regional Science Review, , vol. 26(2), pages 153-166, April.
    23. 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.
    24. repec:dau:papers:123456789/6486 is not listed on IDEAS
    25. Bartik, Timothy J, 1987. "Estimating Hedonic Demand Parameters with Single Market Data: The Problems Caused by Unobserved Tastes," The Review of Economics and Statistics, MIT Press, vol. 69(1), pages 178-180, February.
    26. Gema Fernandez-Aviles & Roman Minguez & Jose-Maria Montero, 2012. "Geostatistical Air Pollution Indexes in Spatial Hedonic Models: The case of Madrid, Spain," Journal of Real Estate Research, American Real Estate Society, vol. 34(2), pages 243-274.
    27. Bourassa, S.C. & Hoelsi, M., 1999. "The Structure of Housing Submarkets in a Metropolitain Region," Papers 99.15, Ecole des Hautes Etudes Commerciales, Universite de Geneve-.
    28. Katherine Kiel & Melissa Boyle, 2001. "A Survey of House Price Hedonic Studies of the Impact of Environmental Externalities," Working Papers 0111, College of the Holy Cross, Department of Economics.
    29. Zhuo Chen & Seong-Hoon Cho & Neelam Poudyal & Roland K. Roberts, 2009. "Forecasting Housing Prices under Different Market Segmentation Assumptions," Urban Studies, Urban Studies Journal Limited, vol. 46(1), pages 167-187, January.
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    Cited by:

    1. Peng, Ying & Tian, Chuanhao & Wen, Haizhen, 2021. "How does school district adjustment affect housing prices: An empirical investigation from Hangzhou, China," China Economic Review, Elsevier, vol. 69(C).

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