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Spatial Aggregation Bias in Implicit Prices of Environmental Amenities

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  • Nathaly M Rivera

    () (University of Alaska Anchorage)

Abstract

Applications of hedonic price functions aimed at eliciting implicit prices of environmental goods generally rely on spatially aggregated measures to proxy for micro-level perceptions of these amenities. This paper provides empirical evidence of the bias that arises in the elicitation of these implicit prices due to spatial aggregation. Cross-sectional data on more than 12,000 rental homes is used to derive implicit prices of air quality, using households' perceptions of air pollution aggregated at different spatial levels. Results show that higher aggregation levels add a downward bias to marginal willingness-to-pay measures for air quality improvements, increasing point estimates of the price of air quality. These findings suggest caution when interpreting implicit prices elicited from spatially aggregated measures of environmental amenities.

Suggested Citation

  • Nathaly M Rivera, 2019. "Spatial Aggregation Bias in Implicit Prices of Environmental Amenities," Economics Bulletin, AccessEcon, vol. 39(2), pages 1184-1194.
  • Handle: RePEc:ebl:ecbull:eb-18-00997
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    References listed on IDEAS

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    1. Briant, A. & Combes, P.-P. & Lafourcade, M., 2010. "Dots to boxes: Do the size and shape of spatial units jeopardize economic geography estimations?," Journal of Urban Economics, Elsevier, vol. 67(3), pages 287-302, May.
    2. Hanushek, Eric A & Rivkin, Steven G & Taylor, Lori L, 1996. "Aggregation and the Estimated Effects of School Resources," The Review of Economics and Statistics, MIT Press, vol. 78(4), pages 611-627, November.
    3. Shultz, Steven D & King, David A, 2001. "The Use of Census Data for Hedonic Price Estimates of Open-Space Amenities and Land Use," The Journal of Real Estate Finance and Economics, Springer, vol. 22(2-3), pages 239-252, March-May.
    4. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, September.
    5. Holly J. Michael & Kevin J. Boyle & Roy Bouchard, 2000. "Does the Measurement of Environmental Quality Affect Implicit Prices Estimated from Hedonic Models?," Land Economics, University of Wisconsin Press, vol. 76(2), pages 283-298.
    6. Kuminoff, Nicolai V. & Parmeter, Christopher F. & Pope, Jaren C., 2010. "Which hedonic models can we trust to recover the marginal willingness to pay for environmental amenities?," Journal of Environmental Economics and Management, Elsevier, vol. 60(3), pages 145-160, November.
    7. 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.
    8. 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.
    9. Luc Anselin, 2003. "Spatial Externalities, Spatial Multipliers, And Spatial Econometrics," International Regional Science Review, , vol. 26(2), pages 153-166, April.
    10. Lindo, Jason M., 2015. "Aggregation and the estimated effects of economic conditions on health," Journal of Health Economics, Elsevier, vol. 40(C), pages 83-96.
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    More about this item

    Keywords

    Spatial Aggregation Bias; Environmental Amenities; Air Quality; Hedonic Models;
    All these keywords.

    JEL classification:

    • Q0 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - General
    • Q5 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics

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