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Valuing Time-Varying Attributes Using the Hedonic Model: When Is a Dynamic Approach Necessary?

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  • Kelly C. Bishop

    (Arizona State University)

  • Alvin D. Murphy

    (Arizona State University)

Abstract

We build on the intuitive (static) modeling framework of Rosen (1974) and specify a simple, forward-looking model of location choice. We use this model, along with a series of graphs, to describe the potential biases associated with the static model and relate these biases to the time series of the amenity of interest. We then derive an adjustment factor that allows the potentially biased static estimates to be converted into forwardlooking estimates. Finally, we illustrate these concepts with two empirical applications: the marginal willingness to pay to avoid violent crime and the marginal willingness to pay to avoid air pollution.

Suggested Citation

  • Kelly C. Bishop & Alvin D. Murphy, 2019. "Valuing Time-Varying Attributes Using the Hedonic Model: When Is a Dynamic Approach Necessary?," The Review of Economics and Statistics, MIT Press, vol. 101(1), pages 134-145, March.
    • Handle: RePEc:tpr:restat:v:101:y:2019:i:1:p:134-145
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    Citations

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    Cited by:

    1. David Boto-García & Veronica Leoni, 2022. "The hedonic value of coastal amenities in peer-to-peer markets," DEA Working Papers 94, Universitat de les Illes Balears, Departament d'Economía Aplicada.
    2. Stuart Gabriel & Owen Hearey & Matthew E. Kahn & Ryan K. Vaughn, 2016. "Public School Quality Valuation Over the Business Cycle," NBER Working Papers 22668, National Bureau of Economic Research, Inc.
    3. Pan, Siyu, 2023. "Health, air pollution, and location choice," Journal of Environmental Economics and Management, Elsevier, vol. 119(C).
    4. Wibbenmeyer, Matthew & Joiner, Emily & Lennon, Connor & Walls, Margaret A. & Ma, Lala, 2024. "Sorting Over Wildfire Hazard," RFF Working Paper Series 24-05, Resources for the Future.
    5. David Boto-García & Veronica Leoni, 2023. "The Economic Value of Coastal Amenities: Evidence from Beach Capitalization Effects in Peer-to-Peer Markets," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 84(2), pages 529-557, February.
    6. Bishop, Kelly C. & Kiribrahim-Sarikaya, Ozgen, 2024. "Energy-efficient investments in housing," Regional Science and Urban Economics, Elsevier, vol. 107(C).
    7. H. Spencer Banzhaf, 2020. "Panel Data Hedonics: Rosen'S First Stage As A “Sufficient Statistic”," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 61(2), pages 973-1000, May.
    8. David Wolf & Sathya Gopalakrishnan & H. Allen Klaiber, 2022. "Staying afloat: The effect of algae contamination on Lake Erie housing prices," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(5), pages 1701-1723, October.
    9. Chan, Jimmy & Fang, Xian & Wang, Zhi & Zai, Xianhua & Zhang, Qinghua, 2020. "Valuing primary schools in urban China," Journal of Urban Economics, Elsevier, vol. 115(C).
    10. Xiaozhou Ding & Christopher Bollinger & Michael Clark & William Hoyt & William H. Hoyt, 2023. "Estimation of Welfare Effects in Hedonic Difference-in-Differences: The Case in School Redistricting," CESifo Working Paper Series 10670, CESifo.
    11. Ackerberg, Daniel A. & Frazer, Garth & Kim, Kyoo il & Luo, Yao & Su, Yingjun, 2023. "Under-identification of structural models based on timing and information set assumptions," Journal of Econometrics, Elsevier, vol. 237(1).
    12. Albouy, David & Christensen, Peter & Sarmiento-Barbieri, Ignacio, 2020. "Unlocking amenities: Estimating public good complementarity," Journal of Public Economics, Elsevier, vol. 182(C).
    13. Baron, Aneil & Zhang, Wendong & Irwin, Elena, 2016. "Estimating the Capitalization Effects of Harmful Algal Bloom Incidence, Intensity and Duration? A Repeated Sales Model of Lake Erie Lakefront Property Values," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 236589, Agricultural and Applied Economics Association.
    14. Wolf, David & Takeuchi, Kenji, 2022. "Holding back the storm: Dam capitalization in residential and commercial property values," Journal of Environmental Economics and Management, Elsevier, vol. 116(C).
    15. Shr, Yau-Huo (Jimmy) & Yang, Feng-An & Chen, Yi-Syun, 2023. "The housing market impacts of bicycle-sharing systems," Regional Science and Urban Economics, Elsevier, vol. 98(C).
    16. David Wolf & Kenji Takeuchi, 2022. "Who Gives a Dam? Capitalization of Flood Protection in Fukuoka, Japan," Discussion Papers 2203, Graduate School of Economics, Kobe University.
    17. H. Spencer Banzhaf, 2021. "Difference-in-Differences Hedonics," Journal of Political Economy, University of Chicago Press, vol. 129(8), pages 2385-2414.
    18. Meri Davlasheridze & Qin Fan, 2019. "Valuing Seawall Protection in the Wake of Hurricane Ike," Economics of Disasters and Climate Change, Springer, vol. 3(3), pages 257-279, October.
    19. Bishop, Kelly C. & Kuminoff, Nicolai V. & Mathes, Sophie M. & Murphy, Alvin D., 2024. "The marginal cost of mortality risk reduction: Evidence from housing markets," Journal of Urban Economics, Elsevier, vol. 139(C).
    20. Paul E. Carrillo & Anthony Yezer, 2021. "What Do Hedonic House Price Estimates Tell Us When Capitalization Rates Vary?," Working Papers 2021-03, The George Washington University, Institute for International Economic Policy.
    21. Brian Beach & Daniel B. Jones & Tate Twinam & Randall Walsh, 2018. "Minority Representation in Local Government," NBER Working Papers 25192, National Bureau of Economic Research, Inc.

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