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Climate Change and Recreation: Evidence from North American Cycling

Author

Listed:
  • Nathan W. Chan

    (University of Massachusetts Amherst)

  • Casey J. Wichman

    (University of Chicago
    Energy Policy Institute at the University of Chicago
    Resources for the Future)

Abstract

There is extensive research documenting the economic consequences of climate change, yet our understanding of climate impacts on nonmarket activities remains incomplete. Here, we investigate the effect of weather on recreation demand. Using data from 27 million bicycle trips in 16 North American cities, we estimate how outdoor recreation responds to daily weather fluctuations. We find empirically that cyclists dislike cold temperatures much more than hot temperatures, suggesting potential gains from warming. However, the overall response to extreme heat is mitigated, in part, by intraday adaptation towards recreating during cooler times of day. Combining these estimates with time-use survey data and climate projections, our models suggest annual surplus gains of $894 million from climate-induced cycling by mid-century.

Suggested Citation

  • Nathan W. Chan & Casey J. Wichman, 2020. "Climate Change and Recreation: Evidence from North American Cycling," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 76(1), pages 119-151, May.
    • Handle: RePEc:kap:enreec:v:76:y:2020:i:1:d:10.1007_s10640-020-00420-5
    DOI: 10.1007/s10640-020-00420-5
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    References listed on IDEAS

    as
    1. Casey J. Wichman, 2018. "Interpreting nonlinear semi-elasticities in reduced-form climate damage estimation," Climatic Change, Springer, vol. 148(4), pages 641-648, June.
    2. Marshall Burke & Solomon M. Hsiang & Edward Miguel, 2015. "Global non-linear effect of temperature on economic production," Nature, Nature, vol. 527(7577), pages 235-239, November.
    3. Joshua Graff Zivin & Matthew Neidell, 2014. "Temperature and the Allocation of Time: Implications for Climate Change," Journal of Labor Economics, University of Chicago Press, vol. 32(1), pages 1-26.
    4. Wolff, Hendrik, 2014. "Value of time: Speeding behavior and gasoline prices," Journal of Environmental Economics and Management, Elsevier, vol. 67(1), pages 71-88.
    5. Marshall Burke & Kyle Emerick, 2016. "Adaptation to Climate Change: Evidence from US Agriculture," American Economic Journal: Economic Policy, American Economic Association, vol. 8(3), pages 106-140, August.
    6. 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.
    7. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    8. 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.
    9. Hamilton, Timothy L. & Wichman, Casey J., 2018. "Bicycle infrastructure and traffic congestion: Evidence from DC's Capital Bikeshare," Journal of Environmental Economics and Management, Elsevier, vol. 87(C), pages 72-93.
    10. Olivier Deschênes & Michael Greenstone, 2007. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather," American Economic Review, American Economic Association, vol. 97(1), pages 354-385, March.
    11. Nick Obradovich & James H. Fowler, 2017. "Climate change may alter human physical activity patterns," Nature Human Behaviour, Nature, vol. 1(5), pages 1-7, May.
    12. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    13. Deacon, Robert T & Sonstelie, Jon, 1985. "Rationing by Waiting and the Value of Time: Results from a Natural Experiment," Journal of Political Economy, University of Chicago Press, vol. 93(4), pages 627-647, August.
    14. Lechthaler, Filippo & Vinogradova, Alexandra, 2017. "The climate challenge for agriculture and the value of climate services: Application to coffee-farming in Peru," European Economic Review, Elsevier, vol. 99(C), pages 5-30.
    15. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2014. "What Do We Learn from the Weather? The New Climate-Economy Literature," Journal of Economic Literature, American Economic Association, vol. 52(3), pages 740-798, September.
    16. Orley Ashenfelter & Michael Greenstone, 2004. "Using Mandated Speed Limits to Measure the Value of a Statistical Life," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages 226-267, February.
    17. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2012. "Temperature Shocks and Economic Growth: Evidence from the Last Half Century," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(3), pages 66-95, July.
    18. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    19. Marshall Burke & John Dykema & David B. Lobell & Edward Miguel & Shanker Satyanath, 2015. "Incorporating Climate Uncertainty into Estimates of Climate Change Impacts," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 461-471, May.
    20. Steven J. Dundas & Roger H. von Haefen, 2020. "The Effects of Weather on Recreational Fishing Demand and Adaptation: Implications for a Changing Climate," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 7(2), pages 209-242.
    21. 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.
    22. Maximilian Auffhammer & Solomon M. Hsiang & Wolfram Schlenker & Adam Sobel, 2013. "Using Weather Data and Climate Model Output in Economic Analyses of Climate Change," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 7(2), pages 181-198, July.
    23. Benjamin Leard & Kevin Roth, 2019. "Voluntary Exposure Benefits and the Costs of Climate Change," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 6(1), pages 151-185.
    24. Obradovich, Nicholas & Fowler, James H., 2017. "Climate change may alter human physical activity patterns," Scholarly Articles 36874928, Harvard Kennedy School of Government.
    25. Richard S. J. Tol, 2009. "The Economic Effects of Climate Change," Journal of Economic Perspectives, American Economic Association, vol. 23(2), pages 29-51, Spring.
    26. Mark Aguiar & Erik Hurst & Loukas Karabarbounis, 2013. "Time Use during the Great Recession," American Economic Review, American Economic Association, vol. 103(5), pages 1664-1696, August.
    27. Gian-Reto Walther & Eric Post & Peter Convey & Annette Menzel & Camille Parmesan & Trevor J. C. Beebee & Jean-Marc Fromentin & Ove Hoegh-Guldberg & Franz Bairlein, 2002. "Ecological responses to recent climate change," Nature, Nature, vol. 416(6879), pages 389-395, March.
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    Cited by:

    1. Parthum, Bryan & Christensen, Peter, 2022. "A market for snow: Modeling winter recreation patterns under current and future climate," Journal of Environmental Economics and Management, Elsevier, vol. 113(C).
    2. Brigitte Roth Tran, 2022. "Sellin' in the Rain: Weather, Climate, and Retail Sales," Working Paper Series 2022-02, Federal Reserve Bank of San Francisco.
    3. Sandra Aguilar-Gomez & Emilio Gutierrez & David Heres & David Jaume & Martin Tobal, 2022. "Thermal Stress and Financial Distress: Extreme Temperatures and Firms’ Loan Defaults in Mexico," Working Papers 148, Red Nacional de Investigadores en Economía (RedNIE).
    4. Bean, Richard & Pojani, Dorina & Corcoran, Jonathan, 2021. "How does weather affect bikeshare use? A comparative analysis of forty cities across climate zones," Journal of Transport Geography, Elsevier, vol. 95(C).
    5. Linsenmeier, Manuel, 2023. "Global variation in the optimal temperature for recreational outdoor activity," SocArXiv dwye8, Center for Open Science.
    6. Xi, Chen & Xie, Wei & Chen, Xiaoguang & He, Pan, 2023. "Weather shocks and movie recreation demand in China," Energy Economics, Elsevier, vol. 127(PB).
    7. Felipe González & Magdalena Larreboure, 2021. "The Impact of the Women’s March on the U.S. House Election," Documentos de Trabajo 560, Instituto de Economia. Pontificia Universidad Católica de Chile..
    8. David Boto‐García & Antonio Alvarez & José Baños, 2021. "Modelling heterogeneous preferences for nature‐based tourism trips," Papers in Regional Science, Wiley Blackwell, vol. 100(6), pages 1625-1653, December.
    9. Meixuan Teng & Hua Liao & Paul J. Burke & Tianqi Chen & Chen Zhang, 2022. "Adaptive responses: the effects of temperature levels on residential electricity use in China," Climatic Change, Springer, vol. 172(3), pages 1-20, June.
    10. Nathan W. Chan & Casey J. Wichman, 2022. "Valuing Nonmarket Impacts of Climate Change on Recreation: From Reduced Form to Welfare," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 81(1), pages 179-213, January.
    11. Steven J. Dundas & Roger H. von Haefen, 2021. "The importance of data structure and nonlinearities in estimating climate impacts on outdoor recreation," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 107(3), pages 2053-2075, July.
    12. Wichman, Casey J. & Cunningham, Brandon, 2023. "Notching for free: Do cyclists reveal the opportunity cost of time?," Journal of Environmental Economics and Management, Elsevier, vol. 119(C).

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    More about this item

    Keywords

    Leisure demand; Outdoor recreation; Climate change; Adaptation; Nonmarket damages; Time allocation;
    All these keywords.

    JEL classification:

    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • R49 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Other

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