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Evaluating Rubin's Causal Model for Measuring the Capitalization of Environmental Amenities

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Author Info
H. Allen Klaiber
V. Kerry Smith
Abstract

This paper outlines a new framework for gauging the properties of quasi-experimental estimates of the willingness to pay (WTP) for changes in environmental and other non-market amenities. As a rule, quasi-experimental methods cannot offer alternative hypotheses to judge the quality of their quasi random assignments of treatment and control outcomes to economic agents. Their results must be judged by the explanation of the event used to construct the assignment and the counter examples offered as robustness checks for the logic of each application. This paper develops a four-step procedure for situations that rely on housing price capitalization. It is a computational analog to Chetty's [2009] call for considering the measurement objectives as part of evaluating the relevance of reduced versus structural form modeling strategies. Two diverse applications are used to establish the method's relevance for environmental problems. The first examines the value of a conversion of land cover from xeric to wet landscape. The second examines the clean-up of hazardous waste sites. We find that even when quasi-experimental methods have access to statistically ideal instruments their performance in measuring general equilibrium WTP depends on other aspects of each application.

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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 14957.

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Date of creation: May 2009
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Handle: RePEc:nbr:nberwo:14957

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Find related papers by JEL classification:
C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
D61 - Microeconomics - - Welfare Economics - - - Allocative Efficiency; Cost-Benefit Analysis
Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects

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  1. Michael Greenstone & Justin Gallagher, 2008. "Does Hazardous Waste Matter? Evidence from the Housing Market and the Superfund Program," The Quarterly Journal of Economics, MIT Press, vol. 123(3), pages 951-1003, August. [Downloadable!] (restricted)
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  2. Jaren C. Pope, 2008. "Do Seller Disclosures Affect Property Values? Buyer Information and the Hedonic Model," Land Economics, University of Wisconsin Press, vol. 84(4), pages 551-572. [Downloadable!] (restricted)
  3. 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.
    Other versions:
  4. Epple, Dennis & Filimon, Radu & Romer, Thomas, 1993. "Existence of voting and housing equilibrium in a system of communities with property taxes," Regional Science and Urban Economics, Elsevier, vol. 23(5), pages 585-610, November. [Downloadable!] (restricted)
  5. Cropper, Maureen L, et al, 1993. "Valuing Product Attributes Using Single Market Data: A Comparison of Hedonic and Discrete Choice Approaches," The Review of Economics and Statistics, MIT Press, vol. 75(2), pages 225-32, May. [Downloadable!] (restricted)
  6. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
  7. Kiel, Katherine A. & Williams, Michael, 2007. "The impact of Superfund sites on local property values: Are all sites the same?," Journal of Urban Economics, Elsevier, vol. 61(1), pages 170-192, January. [Downloadable!] (restricted)
  8. James N. Brown & Harvey S. Rosen, 1982. "On the Estimation of Structural Hedonic Price Models," NBER Technical Working Papers 0018, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  9. Starrett, David A, 1981. "Land Value Capitalization in Local Public Finance," Journal of Political Economy, University of Chicago Press, vol. 89(2), pages 306-27, April. [Downloadable!] (restricted)
  10. 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. [Downloadable!] (restricted)
  11. Greenstone, Michael & Gayer, Ted, 2009. "Quasi-experimental and experimental approaches to environmental economics," Journal of Environmental Economics and Management, Elsevier, vol. 57(1), pages 21-44, January. [Downloadable!] (restricted)
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  12. Ferraro, Paul J. & McIntosh, Craig & Ospina, Monica, 2007. "The effectiveness of the US endangered species act: An econometric analysis using matching methods," Journal of Environmental Economics and Management, Elsevier, vol. 54(3), pages 245-261, November. [Downloadable!] (restricted)
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