Valuing Environmental Impact of Air Pollution in Moscow with Hedonic Prices
Authors: V. Komarova
The main purpose of this research is the calculation of implicit prices of the environmental level of air quality in the city of Moscow on the basis of housing property prices. The database used contains records of approximately 20 thousand apartments and has been provided by a leading real estate agency operating in Russia. The explanatory variables include physical characteristics of the houses, environmental (industry emissions), neighbourhood sociodemographic and geographic data: GPS coordinates of each house. The hedonic regression results for ecological variables show «negative» prices while increasing the level of air contamination from such substances as carbon monoxide, nitrogen dioxide, sulphur dioxide, and particles (CO, NO2, SO2, TSP). The marginal willingness to pay for higher environmental quality is presented for linear and log-log models.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1062980Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 1876
 D. W. Dockery and C. A. Pope III, "Acute respiratory effects of particulate air pollution," Annu. Rev. Public Health, vol. 15, pp. 107- 132, 1994.
 S. Bobylev, et al., "Macroeconomic Assessment of Environment Related Human Health Damage Cost for Russia," Moscow State University, Moscow, Russia, working paper, 2002.
 A. Golub et al., "Economic growth, fuel mix and air quality in Russia," Environmental Defense, Los Angeles, CA, Tech. Rep. 2003.
 B. R. Beloff, E.R. Beaver, and H. Massin, "Assessing societal costs associated with environmental impacts," Environmental Quality Management, vol. 10, no. 2, pp. 67-82, Winter 2000.
 W.M. Hanemann, "The economic theory of WTP and WTA," in Valuing the Environment Preferences: Theory and Practice of the Contingent Valuation Method in the US, EC and Developing Countries, I. Bateman and K. Willis, Ed. New York: Oxford University Press, 1999, pp. 42.
 R. G. Ridker and John A. Henning, "The determinants of residential property values with special reference to air pollution," The Review of Economics and Statistics, vol. 49, no. 2, pp. 246-257, May, 1967.
 J. M. Tr├ínchez Mart├¡n, "La heterogeneidad de la vivienda y el an├ílisis de precios hed├│nicos: una aproximaci├│n," Cuadernos de Informaci├│n Econ├│mica, vol. 163, pp. 28-35, July&Aug. 2001.
 C. Won Kim, T. Phipps, and L. Anselin, "Measuring the benefits of air quality improvement: a spatial hedonic approach," Journal of Environmental Economics and Management, vol. 45, no.1, pp. 24-39, Jan. 2003.
 C. Mardones, "Impacto de la percepci├│n de la calidad del aire sobre el precio de las viviendas en concepci├│n-Talcahuano, Chile," Cuadernos de Econom├¡a, vol. 43, pp. 301-329, Nov. 2006.
 J. P. Nelson, "Residential choice, hedonic prices, and the demand for urban air quality," Journal of Urban Economics, vol. 5, no. 3, pp. 357- 369, July, 1978.
 J. E. Zabel and K. A. Kiel, "Estimating the demand for air quality in four US cities," Land Economics, vol. 76, no. 2, pp. 174-194, May, 2000.
 K. J. Beron, J. Murdoch, and M. Thayer, "The benefits of visibility improvement: new evidence from the Los Angeles metropolitan area," The Journal of Real Estate Finance and Economics, vol. 22, no. 2&3, pp. 319-337, Mar. 2001.
 P. Amrusch, "The impact of urban traffic and environmental conditions on the housing market: an analysis of Italian and Slovenian urban areas," Urban Transport and the Environment in the 21 Century, pp. 809-816, 2005.
 T. Eshet, M. G. Baron, M. Shechter, and O. Ayalon, "Measuring externalities of waste transfer stations in Israel using hedonic pricing," Waste Management, vol. 27, no. 5, pp. 614-625, 2007.
 D. M. Brasington, D. Hite, "Demand for environmental quality: a spatial hedonic analysis," Regional Science and Urban Economics, vol. 35, no. 1, pp. 57-82, 2005.
 M. Li, J. H. Brown, "Micro-neighbourhood externalities and hedonic housing prices," Land Economics, vol. 56, no. 2, pp. 125-140, May, 1980.
 T. A. Deyak and V. K. Smith, "Residential property values and air pollution: some new evidence," Quarterly Review of Economics and Business, vol. 14, no. 4, pp. 93-100, 1974.
 S. Chattopadhyay, "Estimating the demand for air quality: new evidence based on the Chicago housing market," Land Economics, vol. 75, no. 1, pp. 22-38, Feb. 1999.
 J. C. Murdoch and M. A. Thayer, "Hedonic price estimation of variable urban air quality," Journal of Environmental Economics and Management, vol. 15, no. 2, pp. 143-146, June, 1988.
 A. C. Nelson, J. Genereux, M. Genereux, "Price effects of landfills on house values," Land Economics, vol. 68, no. 4, pp. 359-365, Nov. 1992.
 M. A. Boyle, K. A. Kiel, "A Survey of House Price Hedonic Studies of The Impact of Environmental Externalities," Journal of Real Estate Literature, vol. 9, no. 2, pp. 117-144, 2001.
 S. Rosen, "Hedonic prices and implicit markets: product differentiation in pure competition," Journal of Political Economy, vol. 82, no. 1, pp. 34-55, Jan.&Feb. 1974.
 K. Lancaster, "A new approach to consumer theory," Journal of Political Economy, vol. 74, pp. 132-157, 1966.
 A. M. Freeman III, "Air pollution and property values, a further comment," Review of Economics and Statistics, vol. 56, pp. 554-556, Nov. 1974.
 A. C. Goodman and T. G. Thibodeau, "Housing Market Segmentation," Journal of Housing Economics, vol. 7, no. 2, pp. 121-143, June, 1998.
 M. C. Mateo Mateo, "Detecci├│n de la heteroscedasticidad," in Econometr├¡a Modelos y Métodos, Albacete: Popular Libros, 2002, pp. 174-180.
 D. M. Gujarati, "Formas funcionales de los modelos de regresi├│n," in Econometr├¡a, McGraw-Hill, 2003, pp. 163-177.
 V. K. Smith and J.-C. Huang, "Can market value air quality? A metaanalysis of hedonic property value models," Journal of Political Economy, vol. 103, no. l, pp. 209-227, Jan. 1995.
 B. Bender, T. J. Gronberg, and H. S. Hwang, "Choice of functional form and the demands for air quality," Review of Economics and Statistics, vol. 62, no. 4, pp. 638-643, Nov. 1980.
 R. J. Anderson and T. D. Crocker, "Air pollution and residential property values," Urban Studies, vol. 8, no. 3, pp. 171-180, Oct. 1971.
 B. A. Smith, "Measuring the value of urban amenities," Journal of Urban Economics, vol. 5, no. 3, pp. 370-387, July, 1978.
 R. B. Palmquist, "Estimating the demand for the characteristics of housing," Review of Economics and Statistics, vol. 66, no. 3, pp. 394- 404, Aug. 1984.
 S. E. Atkinson and T. D. Crocker, "A Bayesian approach to assessing the robustness of hedonic property value studies," Journal of Applied Econometrics, vol. 2, no. 1, pp. 27-45, 1987.
 D. Appel, "Estimating the benefits of air quality improvement: An hedonic price index approach applied to the New York metropolitan area," Ph.D. dissertation, Rutgers Univ., NJ, 1980.
 P. F. Brucato, J. C. Murdoch, and M. A. Thayer, "Urban air quality improvements: a comparison of aggregate health and welfare benefits to hedonic price differentials," Journal of Environmental Management, vol. 30, no. 3, pp. 265-279, Apr. 1990.