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This chapter covers the current theory and empirical methods in hedonic valuation of environmental and natural resources. A framework is first presented that links hedonic price functions to theoretically correct welfare measures for changes in environmental amenities. The major empirical methods for estimating a hedonic price function are discussed beginning with data construction and basic estimation approaches, and progressing through to techniques for addressing endogenous regressors including spatial econometrics and quasi-experimental methods. The use of the hedonic price function for obtaining measures of welfare change for changes in environmental amenities are also presented. Sorting models and second-stage demand analysis in both a single-market and multiple-market context are described. Applications and examples from housing and labor markets are used throughout to illustrate concepts covered.
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Aldy, J. E. & Viscusi, W. K. (2007). Age differences in the value of statistical life: Revealed preference evidence. Review of Environmental Economics and Policy, 1, 241-260.
Anselin, L. (1988). Spatial econometrics: Methods and models. Dordrecht, The Netherlands: Kluwer Academic.
Ashenfelter, O. & Greenstone, M. (2004). Using mandated speed limits to measure the value of a statistical life. Journal of Political Economy, 112, S226-S267.
Bajari, P., Fruehwirth, J. C., Kim, K. I. & Timmins, C. (2012). A rational expectations approach to hedonic price regressions with time-varying unobserved product attributes: The price of pollution. American Economic Review, 102, 1898-1926.
Bajari, P. & Kahn, M. E. (2005). Estimating housing demand with an application to explaining racial segregation in cities. Journal of Business & Economic Statistics, 23, 20-33.
Baranzini, A. & Ramirez, J. V. (2005). Paying for quietness: The impact of noise on Geneva rents. Urban Studies, 42, 633-646.
Baranzini, A. & Schaerer, C. (2011). A sight for sore eyes: Assessing the value of view and land use in the housing market. Journal of Housing Economics, 20, 191-199.
Bartik, T. J. (1986). Neighborhood revitalization’s effects on tenants and the benefit-cost analysis of government neighborhood programs. Journal of Urban Economics, 19, 234-248.
Bartik, T. J. (1987). The estimation of demand parameters in hedonic price models. Journal of Political Economy 95:81-88.
Bartik, T. J. (1988). Measuring the benefits of amenity improvements in hedonic price models. Land Economics, 64, 172-183.
Bin, O., Crawford, T. W., Kruse, J. B. & Landry, C. E. (2008). Viewscapes and flood hazard: Coastal housing market response to amenities and risk. Land Economics, 84, 434-448.
Bin, O. & Landry, C. E. (2013). Changes in implicit flood risk premiums: Empirical evidence from the housing market. Journal of Environmental Economics and Management, 65, 361-376.
Black, D., Galdo, J. & Liu, L. (2003). How robust are hedonic wage estimates of the price of risk: The final report. Report submitted to U.S. Environmental Protection Agency, National Center for Environmental Economics, Washington, DC. http://yosemite.epa.gov/ee/epa/eerm.nsf/vwAN/EE-0483-04.pdf/$file/EE-0483-04.pdf.
Black, S. E. (1999). Do better schools matter? Parental valuation of elementary education. The Quarterly Journal of Economics, 114, 577-599.
Bockstael, N. E. & McConnell, K. E. (2007). Environmental and resource valuation with revealed preferences: A theoretical guide to empirical models. Vol. 7 of I. Bateman (Ed.), The economics of non-market goods and resources. Dordrecht, The Netherlands: Springer.
Boes, S. & Nüesch, S. (2011). Quasi-experimental evidence on the effect of aircraft noise on apartment rents. Journal of Urban Economics, 69, 196-204.
Bound, J., Jaeger, D. A. & Baker, R. M. (1995). Problems with instrumental variables estimation when the correlation between the instruments and the endogenous explanatory variable is weak. Journal of the American Statistical Association, 90, 443-450.
Boyle, K., Lewis, L., Pope, J. & Zabel, J. (2012). Valuation in a bubble: Hedonic modeling pre- and post-housing market collapse. AERE Newsletter, 32 (2), 24-32.
Boyle, K. J., Poor, P. J. & Taylor, L. O. (1999). Estimating the demand for protecting freshwater lakes from eutrophication. American Journal of Agricultural Economics, 81, 1118-1122.
Brady, M. & Irwin, E. (2011). Accounting for spatial effects in economic models of land use: Recent developments and challenges ahead. Environmental and Resource Economics, 48, 487-509.
Brander, L. M. & Koetse, M. J. (2011). The value of urban open space: Meta-analyses of contingent valuation and hedonic pricing results. Journal of Environmental Management, 92, 2763-2773.
Buck, S., Aufhammer, M. & Sunding, D. (2014). The Value of Heterogeneous Property Rights and the Costs of Water Volatility. American Journal of Agricultural Economics, 96, 953–969.
Cameron, T. A. (2010). Euthanizing the value of a statistical life. Review of Environmental Economics and Policy, 4, 161-178.
Campbell, J. Y., Giglio, S. & Pathak, P. (2011). Forced sales and house prices. American Economic Review, 101, 2108-2131.
Carson, R. T. & Dastrup, S. R. (2013). After the fall: An ex post characterization of housing price declines across metropolitan areas. Contemporary Economic Policy, 31, 22-43.
Chattopadhyay, S. (1999). Estimating the demand for air quality: New evidence based on the Chicago housing market. Land Economics, 75, 22-38.
Chay, K. Y. & Greenstone, M. (2005). Does air quality matter? Evidence from the housing market. [Electronic version]. Journal of Political Economy, 113, 376-424.
Cheshire, P. & Sheppard, S. (1995). On the price of land and the value of amenities. Economica, 62, 247-267.
Cheshire, P. & Sheppard, S. (1998). Estimating the demand for housing, land, and neighbourhood characteristics. Oxford Bulletin of Economics and Statistics, 60, 357-382.
Cohen, J., Blinn, C. E., Boyle, K. J., Holmes, T. P. & Moeltner, K. (2014). Hedonic valuation with translating ameniities: Mountain pine beetles and host trees in the Colorado front range. Environmental and Resource Economics, 59, December.
Coulson, N. E & Zabel, J. E. (2013). What can we learn from hedonic models when housing markets are dominated by foreclosures? Annual Review of Resource Economics, 5, 261-279.
Cropper, M. L., Deck, L. B., Kishor, G. & McConnell, K. E. (1993). The estimation of consumer preferences for attributes: A comparison of hedonic and discrete choice approaches. The Review of Economics and Statistics, 75, 225-232.
Cropper, M. L., Deck, L. B. & McConnell, K. E. (1988). On the choice of functional form for hedonic price functions. The Review of Economics and Statistics 70, 668-675.
Davis, L. W. (2004). The effect of health risk on housing values: Evidence from a cancer cluster. American Economic Review, 94, 1693-1704.
Davis, L.W. (2011). The effect of power plants on local housing values and rents. Review of Economics and Statistics, 93, 1391-1402.
Eeckhoudt, L. R. & Hammitt J. K. (2001). Background risks and the value of a statistical life. Journal of Risk and Uncertainty, 23, 261-279.
Epple, D., Quintero, L. & Sieg, H. (2013). Estimating hedonic functions for rents and values in the presence of unobserved heterogeneity in the quality for housing. GSIA Working Papers Series No. 2013-E34. Electronic version. Pittsburgh, PA: Carnegie Mellon Tepper School of Business.
Evans, M. F. & Smith, V. K. (2006). Do we really understand the age-VSL relationship? Resource and Energy Economics, 28, 242-261.
Freeman, A. M., III, Herriges, J. A. & Kling, C. L. (2014). The measurement of environmental and resource values: Theory and Methods. Washington, DC: RFF Press.
Gamper-Rabindran, S. & Timmins, C. (2013). Does cleanup of hazardous waste sites raise housing values? Evidence of spatially localized benefits. Journal of Environmental Economics and Management, 65. 345-360.
Garber, S. & Klepper, S. (1980). Extending the classical normal errors-in-variables model. Econometrica, 48, 1541-1546.
Gawande, K., Jenkins-Smith, H. & Yuan, M. (2013). The long-run impact of nuclear waste shipments on the property market: Evidence from a quasi-experiment. Journal of Environmental Economics and Management, 65, 56-73.
Gayer, T., Hamilton, J. T. & Viscusi, W. K. (2000). Private values of risk tradeoffs at superfund sites: Housing market evidence on learning about risk. Review of Economics and Statistics, 82, 439-451.
Goodman, A. C. & Thibodeau, T. G. (2007). The spatial proximity of metropolitan area housing submarkets. Real Estate Economics, 35, 209-232.
Gopalakrishnan, S. & Klaiber, H. A. (2014). Is the shale energy boom a bust for nearby residents? Evidence from housing values in Pennsylvania. American Journal of Agricultural Economics, 96, 43-66. DOI: 10.1093/ajae/aat065.
Grainger, C. A. (2012). The distributional effects of pollution regulations: Do renters fully pay for cleaner air? Journal of Public Economics, 96, 840-852.
Greene, W. H. (2011). Econometric Analysis (7th ed.). Upper Saddle River, NJ: Prentice Hall.
Greenstone, M. & Gallagher, J. (2008). Does hazardous waste matter? Evidence from the housing market and the superfund program. The Quarterly Journal of Economics, 123, 951-1003.
Hallstrom, D. G. & Smith, V. K. (2005). Market responses to hurricanes. Journal of Environmental Economics and Management, 50, 541-561.
Halvorsen, R. & Palmquist, R. (1980). The interpretation of dummy variables in semilogarithmic equations. American Economic Review, 70, 474-475.
Hanna, B. G. (2007). House values, incomes, and industrial pollution. Journal of Environmental Economics and Management, 54, 100-112.
Hausman, J. A. (1978). Specification tests in econometrics. Econometrica, 46, 1251-1271.
Hausman, J. A. (1981). Exact consumer’s surplus and deadweight loss. American Economic Review, 71, 662-676.
Heintzelman, M. D. & Tuttle, C. M. (2012). Values in the wind: A hedonic analysis of wind power facilities. Land Economics, 88, 571-588.
Hess, D. B. & Almeida, T. M. (2007). Impact of proximity to light rail rapid transit on station-area property values in Buffalo, New York. Urban Studies, 44, 1041-1068.
Hite, D., Chern, W., Hitzhusen, F. & Randall, A. (2001). Property-value impacts of an environmental disamenity: The case of landfills. Journal of Real Estate Finance and Economics, 22, 185-202.
Huang, J.-C. & Palmquist, R. B. (2001). Environmental conditions, reservation prices, and time on the market for housing. Journal of Real Estate Finance and Economics, 22, 203-219.
Ihlanfeldt, K. R. & Taylor, L. O. (2004). Externality effects of small-scale hazardous waste sites: Evidence from urban commercial property markets. Journal of Environmental Economics and Management, 47, 117-139.
Irwin, E. G. & Bockstael, N. E. (2001). The problem of identifying land use spillovers: Measuring the effects of open space on residential property values. American Journal of Agricultural Economics, 83, 698-704.
Kennedy, P. E. (1981). Estimation with correctly interpreted dummy variables in semilogarithmic equations. American Economic Review, 72, 801.
Kiel, K. A. & McClain, K. T. (1995). Housing prices during siting decision stages: The case of an incinerator from rumor through operation. Journal of Environmental Economics and Management, 28, 241-255.
Kiel, K. A. & Williams, M. (2007). The impact of Superfund sites on local property values: Are all sites the same? Journal of Urban Economics, 61, 170-192.
Kiel, K. A. & Zabel, J. E. (1999). The accuracy of owner-provided house values: The 1978-1991 American Housing Survey. Real Estate Economics, 27, 263-398.
Kim, C. W., Phipps, T. T. & Anselin, L. (2003). Measuring the benefits of air quality improvement: A spatial hedonic approach. Journal of Environmental Economics and Management, 45, 24-39.
Kim, J. & Goldsmith, P. (2009). A spatial hedonic approach to assess the impact of swine production on residential property values. Environmental and Resource Economics, 42, 509-534.
Klaiber, H. A. & Kuminoff, N. V. (2014). Equilibrium sorting models of land use and residential choice. In J. M. Duke & J. Wu (Eds.), The Oxford handbook of land economics (pp. 352-379). Oxford, United Kingdom: Oxford University Press.
Klaiber, H. A. & Phaneuf, D. J. (2010). Valuing open space in a residential sorting model of the Twin Cities. Journal of Environmental Economics and Management, 60, 57-77.
Klaiber, H. A. & Smith, V. K. (2013). Quasi experiments, hedonic models, and estimating trade-offs for local amenities. Land Economics, 89, 413-431.
Kniesner, T. J., Viscusi, W. K., Woock, C. & Ziliak, J. P. (2012). The value of a statistical life: Evidence from panel data. The Review of Economics and Statistics, 94, 74-87.
Kochi I., Hubbell, B. & Kramer, R. (2006). An empirical Bayes approach to combining and comparing estimates of the value of a statistical life for environmental policy analysis. Environmental & Resource Economics, 34, 385-406.
Kochi, I. & Taylor, L. O. (2011). Risk heterogeneity and the value of reducing fatal risks: Further market-based evidence. Journal of Benefit-Cost Analysis, 2, 1-28.
Kohlhase, J. E. (1991). The impact of toxic waste sites on housing values. Journal of Urban Economics, 30, 1-26.
Kuminoff, N. V., Parmeter, C. F. & Pope, J. C. (2010). Which hedonic models can we trust to recover the marginal willingness to pay for environmental amenities? Journal of Environmental Economics and Management, 60, 145-160.
Kuminoff, N. V. & Pope, J. C. (2012). A novel approach to identifying hedonic demand parameters. Economics Letters, 116, 374-376.
Kuminoff, N. V. & Pope, J. C. (2013). The value of residential land and structures during the great housing boom and bust. Land Economics, 89, 1-29.
Kuminoff, N. V. & Pope, J. C. (2014). Do ‘capitalization effects’ for public goods reveal the public’s willingness to pay? International Economic Review, 55, 1227-1250.
Kuminoff, N. V., Smith, V. K. & Timmins, C. (2013). The new economics of equilibrium sorting and policy evaluation using housing markets. Journal of Economic Literature, 51, 1007-1062.
Landry, C. E. & Hindsley, P. (2011). Valuing beach quality with hedonic property models. Land Economics, 87, 92-108.
Leamer, E. (2007). Housing IS the business cycle. Proceedings, Federal Reserve Bank of Kansas City (pp. 149-233).
Lee, J. & Taylor, L. O. (2015). Randomized safety inspections and risk exposure on the job: quasi-experimental estimates of the value of a statistical life. Working Paper. Center for Environmental and Resource Economic Policy, North Carolina State University.
Leggett, C. G. & Bockstael, N. E. (2000). Evidence of the effects of water quality on residential land prices. Journal of Environmental Economics and Management, 39, 121-144.
León, G. & Miguel, E. (2013). Transportation choices and the value of statistical life. National Bureau of Economic Research Working Paper 19494. Cambridge, MA: NBER. Last accessed Nov. 21, 2013, from http://emiguel.econ.berkeley.edu/research/transportation-choices-and-the-value-of-statistical-life-in-africa.
LeSage, J. & Pace, R. K. (2009). Introduction to spatial econometrics. Boca Raton, FL: Chapman & Hall/CRC.
Linneman, P. (1980). Some empirical results on the nature of the hedonic price function for the urban housing market. Journal of Urban Economics 8, 47-68.
Liu, X. & Lynch, L. (2011). Do agricultural land preservation programs reduce farmland loss? Evidence from a propensity score matching estimator. Land Economics, 87, 183-201.
Liu, X., Taylor, L. O., Hamilton, T. L. & Grigelis, P. E. (2013). Amenity values of proximity to National Wildlife Refuges: An analysis of urban residential property values. Ecological Economics, 94, 37-43.
Matthews, J. W. & Turnbull, G. K. (2007). Neighborhood street layout and property value: The interaction of accessibility and land use mix. Journal of Real Estate Finance and Economics, 35, 111-141.
McConnell, V. & Walls, M. (2005). The value of open space: Evidence from studies of nonmarket benefits. Washington, DC: Resources for the Future.
Meyer, B. D. (1995). Natural and quasi-experiments in economics. Journal of Business and Economic Statistics, 13, 151-61.
Moffit, R. (1991). Program evaluation with nonexperimental data. Evaluation Review, 15, 291-314.
Mrozek, J. R. & Taylor, L. O. (2002). What determines the value of life? A meta-analysis. Journal of Policy Analysis and Management, 21, 253-270.
Nakamura, A. & Nakamura, M. (1998). Model specification and endogeneity. Journal of Econometrics, 83, 213-237.
Noonan, D. S., Krupka, D. J. & Baden, B. M. (2007). Neighborhood dynamics and price effects of superfund site clean-up. Journal of Regional Science, 47, 665-692.
Ohta, M. & Griliches, Z. (1976). Automobile prices revisited: Extensions of the hedonic hypothesis. In N. Terleckyj (Ed.), Household production and consumption (pp. 325-398). Cambridge, MA: National Bureau of Economic Research.
Palmquist, R. B. (1984). Estimating the demand for the characteristics of housing. The Review of Economics and Statistics, 66, 394-404.
Palmquist, R. B. (1988). Welfare measurement for environmental improvements using the hedonic model: The case of nonparametric marginal prices. Journal of Environmental Economics and Management, 15, 297-312.
Palmquist, R. B. (1991). Hedonic methods. In J. B. Braden & C. D. Kolstad (Eds.), Measuring the demand for environmental quality (pp. 77-120). North-Holland, Amsterdam, The Netherlands: North-Holland.
Palmquist, R. B. (1992a). Valuing localized externalities. Journal of Urban Economics, 31, 59-68.
Palmquist, R. B. (1992b). A note on transactions costs, moving costs, and benefit measurement. Journal of Urban Economics, 32, 40-44.
Palmquist, R. B. (2006). Property value models. In K.-G. Mäler & J. R. Vincent (Eds.), Handbook of environmental economics, Volume 2: Valuing environmental changes (pp. 763-819). Amsterdam, The Netherlands: Elsevier.
Palmquist, R. B. & Israngkura, A. (1999). Valuing air quality with hedonic and discrete choice models. American Journal of Agricultural Economics, 81, 1128-1133.
Parmeter, C. F. & Pope, J. C. (2013). Quasi-experiments and hedonic property value methods. In J. A. List & M. K. Price (Eds.), Handbook of experimental economics and the environment (pp. 3-65). Cheltenham, United Kingdom: Edward Elgar.
Parsons, G. R. (1986). An almost ideal demand system for housing attributes. Southern Economic Journal, 53, 347-363.
Paterson, R. W. & Boyle, K. J. (2002). Out of sight, out of mind? Using GIS to incorporate visibility in hedonic property value models. Land Economics, 78, 417-425.
Petrie, R. A. & Taylor, L. O. (2007). Estimating the value of water use permits: A hedonic approach applied to farmland in the southeastern United States. Land Economics, 83, 302-318.
Phaneuf, D.J. & Requate, T. (in press). A course in enviornmental economics: Theory, policy, and practice. New York: Cambridge University Press.
Phaneuf, D. J., Taylor, L. O. & Braden, J. B. (2013). Combining revealed and stated preference data to estimate preferences for residential amenities: A GMM approach. Land Economics, 89, 30-52.
Poor, P. J., Boyle, K. J., Taylor, L. O. & Bouchard, R. (2001). Objective versus subjective measures of water quality in hedonic property value models. Land Economics, 77, 482-493.
Pope, J. C. (2008). Buyer information and the hedonic: The impact of a seller disclosure on the implicit price for airport noise. Journal of Urban Economics, 63, 498-516.
Quigley, J. M. (1982). Nonlinear budget constraints and consumer demand: An application to public programs for residential housing. Journal of Urban Economics, 12, 177-201.
Rosen, S. (1974). Hedonic prices and implicit markets: Product differentiation in pure competition. Journal of Political Economy 82, 34-55.
Sander, H., Polasky, S. & Haight, R. G. (2010). The value of urban tree cover: A hedonic property price model in Ramsey and Dakota Counties, Minnesota, USA. Ecological Economics, 69, 1646-1656.
Sanders, N. J. (2012). Toxic assets: How the housing market responds to environmental information shocks. Working Paper 128. Williamsburg, VA: College of William and Mary, Department of Economics. Retrieved Nov. 2, 2103, from IDEAS database.
Scotton, C. R. & Taylor, L. O. (2011). Valuing risk reductions: Incorporating risk heterogeneity into a revealed preference framework. Resource and Energy Economics, 33, 381-397.
Shiller, R. J. (2007). Understanding recent trends in house prices and home ownership. National Bureau of Economic Research Working Paper 13553. Cambridge, MA: NBER.
Sieg, H., Smith, V. K., Banzhaf, H. S. & Walsh, R. (2004). Estimating the general equilibrium benefits of large changes in spatially delineated public goods. International Economic Review, 45, 1047-1077.
Small, K. A. & Steimetz, S. S. C. (2012). Spatial hedonics and the willingness to pay for residential amenities. Journal of Regional Science, 52, 635-647.
Smith, V. K., Evans, M. F., Kim, H. & Taylor, D. H. Jr. (2004). Do the near-elderly value mortality risks differently? Review of Economics and Statistics, 86, 423-29.
Smith, V. K. & Huang, J.-C. (1995). Can markets value air quality? A meta-analysis of hedonic property value models. Journal of Political Economy, 103, 209-227.
Taylor, L. O. (2008). Theoretical foundations and empirical developments in hedonic modeling. In A. Baranzini, J. Ramirez, C. Schaerer & P. Thalmann (Eds.), Hedonic methods in housing markets: Pricing environmental amenities and segregation (pp. 15-37). New York: Springer.
Taylor, L. O. Phaneuf, D. J. & Liu, X. (2016). Disentangling the property value impacts of environmental contamination from locally undesirable land uses: Implications for measuring post-cleanup stigma, Journal of Urban Economics, 93, 85-98.
Taylor, L. O. & Smith, V. K. (2000). Environmental amenities as a source of market power. Land Economics, 76, 550-568.
Todd, P. E. (2008). Matching estimators. From: The New Palgrave Dictionary of Economics. In S. N. Durlauf & L. E. Blume (Eds.). The New Palgrave Dictionary of Economics Online (2nd ed.). Palgrave Macmillan. Retrieved from www.dictionaryofeconomics.com/article?id=pde2008_M000365.
Tra, C. I. (2010). A discrete choice equilibrium approach to valuing large environmental changes. Journal of Public Economics, 94, 183-196.
Tra, C. I. (2013). Measuring the general equilibrium benefits of air quality regulation in small urban areas. Land Economics, 89, 291-307.
U.S. Environmental Protection Agency. (1997). The benefits and costs of the Clean Air Act: 1970 to 1990. Prepared by the Office of Administration and Resources Management, Office of Policy, Planning, and Evaluation for the U.S. Congress, October 1997.
U.S. Environmental Protection Agency. (1999). The benefits and costs of the Clean Air Act: 1990 to 2010. Prepared by the Office of Air and Radiation, Office of Policy for the U.S. Congress, November 1999.
Vartia, Y. O. (1983). Efficient methods of measuring welfare change and compensated income in terms of ordinary demand functions. Econometrica, 51, 79-98.
Viscusi, W. K. (1992). Fatal tradeoffs: Public and private responsibilities for risk. New York: Oxford University Press.
Viscusi, W. K. (1993). The value of risks to life and health. Journal of Economic Literature, 31, 1912-1946.
Viscusi, W. K. & Aldy, J. E. (2003). The value of a statistical life: A critical review of market estimates throughout the world. Journal of Risk and Uncertainty, 27, 5-76.
Waugh, F. V. (1928). Quality factors influencing vegetable prices. Journal of Farm Economics, 10, 185-196.
Zabel, J. (2013). Hedonic models and the housing cycle. Working Paper, Department of Economics. Medford, MA: Tufts University.
Zabel, J. E. & Guignet, D. (2012). A hedonic analysis of the impact of LUST sites on house prices. Resource and Energy Economics, 34, 549-564.
Zabel, J. E., and Kiel, K. A. (2000). Estimating the demand for air quality in four U.S. cities. Land Economics, 76, 174-194.
Laura O. Taylor
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