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Does clean air matter in developing countries' megacities? A hedonic price analysis of the Jakarta housing market, Indonesia

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  • Yusuf, Arief Anshory
  • Resosudarmo, Budy P.

Abstract

Despite numerous hedonic studies on the value of clean air in developed countries, the lack of similar studies in less developed countries has raised the question as to whether clean air also matters in developing countries' megacities. As an attempt to fill this gap, we apply a hedonic property value analysis, the method commonly used to infer the value of clean air in developed countries, using the combination of data on housing rental prices and their characteristics from the Indonesian Family Life Survey, and data of the ambient level of six different pollutants in Jakarta, Indonesia. The result indicates that, in the cases of lead, total hydro carbon (THC), and SO2, air pollutants have a negative association with property value; i.e., housing rental price. The relationship is at 5% level of significance for lead and 10% level for THC and SO2. This paper estimates that per family value of clean air in Jakarta ranges from US$28 to US$85 per [mu]g/m3.

Suggested Citation

  • Yusuf, Arief Anshory & Resosudarmo, Budy P., 2009. "Does clean air matter in developing countries' megacities? A hedonic price analysis of the Jakarta housing market, Indonesia," Ecological Economics, Elsevier, vol. 68(5), pages 1398-1407, March.
  • Handle: RePEc:eee:ecolec:v:68:y:2009:i:5:p:1398-1407
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    as
    1. Dubin, Robin A, 1988. "Estimation of Regression Coefficients in the Presence of Spatially Autocorrelated Error Terms," The Review of Economics and Statistics, MIT Press, vol. 70(3), pages 466-474, August.
    2. Isaac F. Megbolugbe, 1989. "A Hedonic Index Model: The Housing Market of Jos, Nigeria," Urban Studies, Urban Studies Journal Limited, vol. 26(5), pages 486-494, October.
    3. Leggett, Christopher G. & Bockstael, Nancy E., 2000. "Evidence of the Effects of Water Quality on Residential Land Prices," Journal of Environmental Economics and Management, Elsevier, vol. 39(2), pages 121-144, March.
    4. 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.
    5. Stavros Georgiou & Dale Whittington & David Pearce & Dominic Moran, 1997. "Economic Values and the Environment in the Developing World," Books, Edward Elgar Publishing, number 1163.
    6. 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.
    7. Richard Carson & Nicholas Flores & Norman Meade, 2001. "Contingent Valuation: Controversies and Evidence," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 19(2), pages 173-210, June.
    8. Kathleen P. Bell & Nancy E. Bockstael, 2000. "Applying the Generalized-Moments Estimation Approach to Spatial Problems Involving Microlevel Data," The Review of Economics and Statistics, MIT Press, vol. 82(1), pages 72-82, February.
    9. Murdoch, James C. & Thayer, Mark A., 1988. "Hedonic price estimation of variable urban air quality," Journal of Environmental Economics and Management, Elsevier, vol. 15(2), pages 143-146, June.
    10. Dubin, Robin A., 1992. "Spatial autocorrelation and neighborhood quality," Regional Science and Urban Economics, Elsevier, vol. 22(3), pages 433-452, September.
    11. World Bank, 2004. "World Development Indicators 2004," World Bank Publications - Books, The World Bank Group, number 13890, December.
    12. Ben C. Arimah, 1992. "An Empirical Analysis of the Demand for Housing Attributes in a Third World City," Land Economics, University of Wisconsin Press, vol. 68(4), pages 366-379.
    13. Jerry A. Hausman & Mark W. Watson, 1983. "Seasonal Adjustment with Measurement Error Present," NBER Working Papers 1133, National Bureau of Economic Research, Inc.
    14. David J. Bjornstad & James R. Kahn (ed.), 1996. "The Contingent Valuation of Environmental Resources," Books, Edward Elgar Publishing, number 731.
    15. Gawande, Kishore & Jenkins-Smith, Hank, 2001. "Nuclear Waste Transport and Residential Property Values: Estimating the Effects of Perceived Risks," Journal of Environmental Economics and Management, Elsevier, vol. 42(2), pages 207-233, September.
    16. 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.
    17. 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.
    18. Timothy C. Haab & Kenneth E. McConnell, 2002. "Valuing Environmental and Natural Resources," Books, Edward Elgar Publishing, number 2427.
    19. Yusuf, Arief Anshory & Koundouri, Phoebe, 2005. "Willingness to pay for water and location bias in hedonic price analysis: evidence from the Indonesian housing market," Environment and Development Economics, Cambridge University Press, vol. 10(6), pages 821-836, December.
    20. Ben C. Arimah, 1992. "Hedonic Prices and the Demand for Housing Attributes in a Third World City: The Case of Ibadan, Nigeria," Urban Studies, Urban Studies Journal Limited, vol. 29(5), pages 639-651, June.
    21. 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..
    22. 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.
    23. Randall Crane & Amrita Daniere & Stacy Harwood, 1997. "The Contribution of Environmental Amenities to Low-income Housing: A Comparative Study of Bangkok and Jakarta," Urban Studies, Urban Studies Journal Limited, vol. 34(9), pages 1495-1512, August.
    24. Brown, James N & Rosen, Harvey S, 1982. "On the Estimation of Structural Hedonic Price Models," Econometrica, Econometric Society, vol. 50(3), pages 765-768, May.
    25. Palmquist, Raymond B., 1982. "Measuring environmental effects on property values without hedonic regressions," Journal of Urban Economics, Elsevier, vol. 11(3), pages 333-347, May.
    26. Geoghegan, Jacqueline & Wainger, Lisa A. & Bockstael, Nancy E., 1997. "Spatial landscape indices in a hedonic framework: an ecological economics analysis using GIS," Ecological Economics, Elsevier, vol. 23(3), pages 251-264, December.
    27. Maureen Cropper, 1999. "Valuing Environmental Benefits," Books, Edward Elgar Publishing, number 1409.
    28. Robert Mendelshohn & Daigee Shaw (ed.), 1996. "The Economics of Pollution Control in the Asia Pacific," Books, Edward Elgar Publishing, number 733.
    29. Mingche M. Li & H. James Brown, 1980. "Micro-Neighborhood Externalities and Hedonic Housing Prices," Land Economics, University of Wisconsin Press, vol. 56(2), pages 125-141.
    30. Budy P. Resosudarmo & Lucentezza Napitupulu, 2004. "Health and Economic Impact of Air Pollution in Jakarta," The Economic Record, The Economic Society of Australia, vol. 80(s1), pages 65-75, September.
    31. 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.
    32. LeSage, James P., 1997. "Regression Analysis of Spatial Data," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 27(2), pages 1-12.
    33. Nelson, Jon P., 1978. "Residential choice, hedonic prices, and the demand for urban air quality," Journal of Urban Economics, Elsevier, vol. 5(3), pages 357-369, July.
    34. 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.
    35. Jimenez, Emmanuel, 1984. "Tenure Security and Urban Squatting," The Review of Economics and Statistics, MIT Press, vol. 66(4), pages 556-567, November.
    36. 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.
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