IDEAS home Printed from https://ideas.repec.org/a/eee/juecon/v126y2021ics009411902100053x.html
   My bibliography  Save this article

The value of climate amenities: A comparison of hedonic and discrete choice approaches

Author

Listed:
  • Sinha, Paramita
  • Caulkins, Martha
  • Cropper, Maureen

Abstract

Amenities that vary across cities are typically valued using either a hedonic model, in which amenities are capitalized into wages and housing prices, or a discrete model of household location choice. In this paper, we use the 2000 Public Use Microdata Sample (PUMS) to value climate amenities using both methods. We compare estimates of marginal willingness to pay (MWTP), allowing preferences for climate amenities to vary by location. We find that mean MWTP for warmer winters is about twice as large using the discrete choice approach as with the hedonic approach; mean MWTP for cooler summers is approximately the same. The two approaches differ, however, in their estimates of MWTP by location. These disparities lead to significant differences in estimates of willingness to pay to avoid the A2 and B1 SRES scenarios in 2020–2050 using the two approaches.

Suggested Citation

  • Sinha, Paramita & Caulkins, Martha & Cropper, Maureen, 2021. "The value of climate amenities: A comparison of hedonic and discrete choice approaches," Journal of Urban Economics, Elsevier, vol. 126(C).
  • Handle: RePEc:eee:juecon:v:126:y:2021:i:c:s009411902100053x
    DOI: 10.1016/j.jue.2021.103371
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S009411902100053X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jue.2021.103371?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. H. Spencer Banzhaf & V. Kerry Smith, 2007. "Meta-analysis in model implementation: choice sets and the valuation of air quality improvements," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(6), pages 1013-1031.
    2. Daniel A. Ackerberg & Marc Rysman, 2005. "Unobserved Product Differentiation in Discrete-Choice Models: Estimating Price Elasticities and Welfare Effects," RAND Journal of Economics, The RAND Corporation, vol. 36(4), pages 771-788, Winter.
    3. Gyourko, Joseph & Tracy, Joseph, 1991. "The Structure of Local Public Finance and the Quality of Life," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 774-806, August.
    4. Graves, Philip E. & Mueser, Peter R., 1993. "The role of equilibrium and disequilibrium in modeling regional growth and decline: a critical reassessment," MPRA Paper 19915, University Library of Munich, Germany.
    5. Steve Berry & Oliver B. Linton & Ariel Pakes, 2004. "Limit Theorems for Estimating the Parameters of Differentiated Product Demand Systems," Review of Economic Studies, Oxford University Press, vol. 71(3), pages 613-654.
    6. Matthew E. Kahn, 2009. "Urban Growth and Climate Change," Annual Review of Resource Economics, Annual Reviews, vol. 1(1), pages 333-350, September.
    7. David Albouy & Walter Graf & Ryan Kellogg & Hendrik Wolff, 2016. "Climate Amenities, Climate Change, and American Quality of Life," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 3(1), pages 205-246.
    8. Patrick Bajari & Matthew E. Kahn, 2005. "Estimating Housing Demand With an Application to Explaining Racial Segregation in Cities," Journal of Business & Economic Statistics, American Statistical Association, vol. 23, pages 20-33, January.
    9. Murdock, Jennifer, 2006. "Handling unobserved site characteristics in random utility models of recreation demand," Journal of Environmental Economics and Management, Elsevier, vol. 51(1), pages 1-25, January.
    10. Sinha, Paramita & Caulkins, Martha L. & Cropper, Maureen L., 2018. "Household location decisions and the value of climate amenities," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 608-637.
    11. Patrick Bajari & C. Lanier Benkard, 2005. "Demand Estimation with Heterogeneous Consumers and Unobserved Product Characteristics: A Hedonic Approach," Journal of Political Economy, University of Chicago Press, vol. 113(6), pages 1239-1276, December.
    12. Qin Fan & H. Allen Klaiber & Karen Fisher-Vanden, 2016. "Does Extreme Weather Drive Interregional Brain Drain in the U.S.? Evidence from a Sorting Model," Land Economics, University of Wisconsin Press, vol. 92(2), pages 363-388.
    13. Patrick Bayer & Fernando Ferreira & Robert McMillan, 2007. "A Unified Framework for Measuring Preferences for Schools and Neighborhoods," Journal of Political Economy, University of Chicago Press, vol. 115(4), pages 588-638, August.
    14. Steven T. Berry & Philip A. Haile, 2009. "Nonparametric Identification of Multinomial Choice Demand Models with Heterogeneous Consumers," Cowles Foundation Discussion Papers 1718, Cowles Foundation for Research in Economics, Yale University, revised Mar 2010.
    15. Rappaport, Jordan, 2007. "Moving to nice weather," Regional Science and Urban Economics, Elsevier, vol. 37(3), pages 375-398, May.
    16. Cragg, Michael & Kahn, Matthew, 1997. "New Estimates of Climate Demand: Evidence from Location Choice," Journal of Urban Economics, Elsevier, vol. 42(2), pages 261-284, September.
    17. Paramita Sinha & Martha Caulkins & Maureen Cropper, 2018. "Do Discrete Choice Approaches to Valuing Urban Amenities Yield Different Results Than Hedonic Models?," NCEE Working Paper Series 201804, National Center for Environmental Economics, U.S. Environmental Protection Agency.
    18. Blomquist, Glenn C & Berger, Mark C & Hoehn, John P, 1988. "New Estimates of Quality of Life in Urban Areas," American Economic Review, American Economic Association, vol. 78(1), pages 89-107, March.
    19. Cragg, Michael I. & Kahn, Matthew E., 1999. "Climate consumption and climate pricing from 1940 to 1990," Regional Science and Urban Economics, Elsevier, vol. 29(4), pages 519-539, July.
    20. Gordon B. Dahl, 2002. "Mobility and the Return to Education: Testing a Roy Model with Multiple Markets," Econometrica, Econometric Society, vol. 70(6), pages 2367-2420, November.
    21. Olivier Deschênes & Michael Greenstone, 2011. "Climate Change, Mortality, and Adaptation: Evidence from Annual Fluctuations in Weather in the US," American Economic Journal: Applied Economics, American Economic Association, vol. 3(4), pages 152-185, October.
    22. Robinson, Peter M, 1988. "Root- N-Consistent Semiparametric Regression," Econometrica, Econometric Society, vol. 56(4), pages 931-954, July.
    23. Roback, Jennifer, 1982. "Wages, Rents, and the Quality of Life," Journal of Political Economy, University of Chicago Press, vol. 90(6), pages 1257-1278, December.
    24. H. Allen Klaiber & Daniel J. Phaneuf, 2009. "Do Sorting and Heterogeneity Matter for Open Space Policy Analysis? An Empirical Comparison of Hedonic and Sorting Models," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(5), pages 1312-1318.
    25. Bayer, Patrick & Keohane, Nathaniel & Timmins, Christopher, 2009. "Migration and hedonic valuation: The case of air quality," Journal of Environmental Economics and Management, Elsevier, vol. 58(1), pages 1-14, July.
    26. Alan Barreca & Karen Clay & Olivier Deschenes & Michael Greenstone & Joseph S. Shapiro, 2016. "Adapting to Climate Change: The Remarkable Decline in the US Temperature-Mortality Relationship over the Twentieth Century," Journal of Political Economy, University of Chicago Press, vol. 124(1), pages 105-159.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Marguerite Obolensky & Marco Tabellini & Charles Taylor, 2024. "Homeward Bound: How Migrants Seek Out Familiar Climates," RF Berlin - CReAM Discussion Paper Series 2401, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    2. Paul Koster, 2023. "Urban income inequality and social welfare," Tinbergen Institute Discussion Papers 23-009/VIII, Tinbergen Institute.
    3. Jinliao He & Yanjiao Song & Xianjin Huang & Jingxia Lin, 2022. "An amenity‐based approach to excellent returning scientists' location choice in China," Papers in Regional Science, Wiley Blackwell, vol. 101(5), pages 1181-1197, October.
    4. Obolensky, Marguerite & Tabellini, Marco & Taylor, Charles A., 2024. "Homeward Bound: How Migrants Seek Out Familiar Climates," IZA Discussion Papers 16710, Institute of Labor Economics (IZA).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Sinha, Paramita & Caulkins, Martha & Cropper, Maureen L., 2018. "Do Discrete Choice Approaches to Valuing Urban Amenities Yield Different Results Than Hedonic Models?," RFF Working Paper Series 18-02, Resources for the Future.
    2. Sinha, Paramita & Caulkins, Martha L. & Cropper, Maureen L., 2018. "Household location decisions and the value of climate amenities," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 608-637.
    3. Sinha, Paramita & Cropper, Maureen L., 2013. "The Value of Climate Amenities: Evidence from US Migration Decisions," RFF Working Paper Series dp-13-01, Resources for the Future.
    4. David Albouy & Walter Graf & Ryan Kellogg & Hendrik Wolff, 2016. "Climate Amenities, Climate Change, and American Quality of Life," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 3(1), pages 205-246.
    5. Kahn, Matthew E. & Walsh, Randall, 2015. "Cities and the Environment," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 405-465, Elsevier.
    6. David Albouy & Walter Graf & Ryan Kellogg & Hendrik Wolff, 2010. "Aversion to Extreme Temperatures, Climate Change, and Quality of Life," Working Papers UWEC-2011-03, University of Washington, Department of Economics.
    7. Albouy, David & Lue, Bert, 2015. "Driving to opportunity: Local rents, wages, commuting, and sub-metropolitan quality of life," Journal of Urban Economics, Elsevier, vol. 89(C), pages 74-92.
    8. Lu, Jiajun, 2020. "Household residential location choice in retirement: The role of climate amenities," Regional Science and Urban Economics, Elsevier, vol. 84(C).
    9. Nicolai V. Kuminoff & V. Kerry Smith & Christopher Timmins, 2013. "The New Economics of Equilibrium Sorting and Policy Evaluation Using Housing Markets," Journal of Economic Literature, American Economic Association, vol. 51(4), pages 1007-1062, December.
    10. Helena Meier & Katrin Rehdanz, 2017. "The amenity value of the British climate," Urban Studies, Urban Studies Journal Limited, vol. 54(5), pages 1235-1262, April.
    11. Bieri, David S. & Kuminoff, Nicolai V. & Pope, Jaren C., 2023. "National expenditures on local amenities," Journal of Environmental Economics and Management, Elsevier, vol. 117(C).
    12. Shi, Tie & Zhu, Wenzhang & Fu, Shihe, 2021. "Quality of life in Chinese cities," China Economic Review, Elsevier, vol. 69(C).
    13. Yong Chen & David J. Lewis & Bruce Weber, 2016. "Conservation Land Amenities And Regional Economies: A Postmatching Difference-In-Differences Analysis Of The Northwest Forest Plan," Journal of Regional Science, Wiley Blackwell, vol. 56(3), pages 373-394, June.
    14. Bo Feng & Mark Partridge & Mark Rembert, 2018. "The Perils of Modelling How Migration Responds to Climate Change," Advances in Spatial Science, in: Roger R. Stough & Karima Kourtit & Peter Nijkamp & Uwe Blien (ed.), Modelling Aging and Migration Effects on Spatial Labor Markets, chapter 0, pages 53-75, Springer.
    15. Oliveira, Jaqueline & Pereda, Paula, 2020. "The impact of climate change on internal migration in Brazil," Journal of Environmental Economics and Management, Elsevier, vol. 103(C).
    16. Nicolai V. Kuminoff & V. Kerry Smith & Christopher Timmins, 2010. "The New Economics of Equilibrium Sorting and its Transformational Role for Policy Evaluation," NBER Working Papers 16349, National Bureau of Economic Research, Inc.
    17. Jared C.Carbone & Sul-Ki Lee & Yuzhou Shen, 2019. "U.S. household preferences for climate amenities: Demographic analysis and robustness testing," Working Papers 2019-04, Colorado School of Mines, Division of Economics and Business.
    18. Severen, Christopher & Costello, Christopher & Deschênes, Olivier, 2018. "A Forward-Looking Ricardian Approach: Do land markets capitalize climate change forecasts?," Journal of Environmental Economics and Management, Elsevier, vol. 89(C), pages 235-254.
    19. Zhang, Junfu & Zheng, Liang, 2014. "Are Ghettos Good or Bad? Evidence from U.S. Internal Migration," IZA Discussion Papers 8093, Institute of Labor Economics (IZA).
    20. Ha Trong Nguyen & Huong Thu Le & Luke B Connelly, 2021. "Weather and children's time allocation," Health Economics, John Wiley & Sons, Ltd., vol. 30(7), pages 1559-1579, July.

    More about this item

    Keywords

    Amenity valuation; Location choice; Hedonic models; Value of climate;
    All these keywords.

    JEL classification:

    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:juecon:v:126:y:2021:i:c:s009411902100053x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/622905 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.