IDEAS home Printed from https://ideas.repec.org/p/hrv/hksfac/36874928.html
   My bibliography  Save this paper

Climate change may alter human physical activity patterns

Author

Listed:
  • Obradovich, Nicholas
  • Fowler, James H.

Abstract

Regular physical activity supports healthy human functioning1,​2,​3. Might climate change—by modifying the environmental determinants of human physical activity—alter exercise rates in the future4? Here we conduct an empirical investigation of the relationship between meteorological conditions, physical activity and future climate change. Using data on reported participation in recreational physical activity from over 1.9 million US survey respondents between 2002 and 2012, coupled with daily meteorological data, we show that both cold and acutely hot temperatures, as well as precipitation days, reduce physical activity. We combine our historical estimates with output from 21 climate models and project the possible physical activity effects of future climatic changes by 2050 and 2099. Our projection indicates that warming over the course of this century may increase net recreational physical activity in the United States. Activity may increase most during the winter in northern states and decline most during the summer in southern states.

Suggested Citation

  • Obradovich, Nicholas & Fowler, James H., 2017. "Climate change may alter human physical activity patterns," Scholarly Articles 36874928, Harvard Kennedy School of Government.
  • Handle: RePEc:hrv:hksfac:36874928
    as

    Download full text from publisher

    File URL: http://dash.harvard.edu/bitstream/handle/1/36874928/climate_exercise_nature_human_behaviour_revisions_round_3.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Deschenes, Olivier, 2014. "Temperature, human health, and adaptation: A review of the empirical literature," Energy Economics, Elsevier, vol. 46(C), pages 606-619.
    2. James H. Stock & Mark W. Watson, 2008. "Heteroskedasticity-Robust Standard Errors for Fixed Effects Panel Data Regression," Econometrica, Econometric Society, vol. 76(1), pages 155-174, January.
    3. 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.
    4. Jerry Hausman, 2001. "Mismeasured Variables in Econometric Analysis: Problems from the Right and Problems from the Left," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 57-67, Fall.
    5. 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.
    6. 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.
    7. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2011. "Robust Inference With Multiway Clustering," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 29(2), pages 238-249, April.
    8. Sonia I. Seneviratne & Markus G. Donat & Brigitte Mueller & Lisa V. Alexander, 2014. "No pause in the increase of hot temperature extremes," Nature Climate Change, Nature, vol. 4(3), pages 161-163, March.
    9. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    10. Siegel, P.Z. & Brackbill, R.M. & Heath, G.W., 1995. "The epidemiology of walking for exercise: Implications for promoting activity among sedentary groups," American Journal of Public Health, American Public Health Association, vol. 85(5), pages 706-710.
    11. Liuhua Shi & Itai Kloog & Antonella Zanobetti & Pengfei Liu & Joel D. Schwartz, 2015. "Impacts of temperature and its variability on mortality in New England," Nature Climate Change, Nature, vol. 5(11), pages 988-991, November.
    12. Giles-Corti, Billie & Donovan, Robert J., 2002. "The relative influence of individual, social and physical environment determinants of physical activity," Social Science & Medicine, Elsevier, vol. 54(12), pages 1793-1812, June.
    13. 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.
    14. 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.
    15. Brownson, R.C. & Baker, E.A. & Housemann, R.A. & Brennan, L.K. & Bacak, S.J., 2001. "Environmental and policy determinants of physical activity in the United States," American Journal of Public Health, American Public Health Association, vol. 91(12), pages 1995-2003.
    16. Solomon Hsiang, 2016. "Climate Econometrics," Annual Review of Resource Economics, Annual Reviews, vol. 8(1), pages 43-75, October.
    17. Millner, Antony & McDermott, Thomas K. J., 2016. "Model confirmation in climate economics," LSE Research Online Documents on Economics 67122, London School of Economics and Political Science, LSE Library.
    18. Oswald, Andrew J. & Wu, Stephen, 2010. "Objective Confirmation of Subjective Measures of Human Well-being: Evidence from the USA," IZA Discussion Papers 4695, Institute of Labor Economics (IZA).
    19. Burke, M. & Craxton, M. & Kolstad, C.D. & Onda, C. & Allcott, H. & Baker, E. & Barrage, L. & Carson, R. & Gillingham, K. & Graff-Zivin, J. & Greenstone, M. & Hallegatte, S. & Hanemann, W.M. & Heal, G., 2016. "Opportunities for advances in climate change economics," ISU General Staff Papers 3565, Iowa State University, Department of Economics.
    20. Burke, M & Craxton, M & Kolstad, CD & Onda, C & Allcott, H & Baker, E & Barrage, L & Carson, R & Gillingham, K & Graf-Zivin, J & Greenstone, M & Hallegatte, S & Hanemann, WM & Heal, G & Hsiang, S & Jo, 2016. "Opportunities for advances in climate change economics," University of California at Santa Barbara, Recent Works in Economics qt4tc5d9pb, Department of Economics, UC Santa Barbara.
    21. Solomon M. Hsiang, 2016. "Climate Econometrics," NBER Working Papers 22181, National Bureau of Economic Research, Inc.
    22. Moulton, Brent R, 1990. "An Illustration of a Pitfall in Estimating the Effects of Aggregate Variables on Micro Unit," The Review of Economics and Statistics, MIT Press, vol. 72(2), pages 334-338, May.
    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. Nguyen, Ha Trong & Christian, Hayley & Le, Huong Thu & Connelly, Luke & Zubrick, Stephen R. & Mitrou, Francis, 2021. "The impact of weather on time allocation to physical activity and sleep of child-parent dyads," GLO Discussion Paper Series 886, Global Labor Organization (GLO).
    2. Kelton Minor & Esteban Moro & Nick Obradovich, 2023. "Adverse weather amplifies social media activity," Papers 2302.08456, arXiv.org.
    3. Ingvild Almås & Maximilian Auffhammer & Tessa Bold & Ian Bolliger & Aluma Dembo & Solomon M. Hsiang & Shuhei Kitamura & Edward Miguel & Robert Pickmans, 2019. "Destructive Behavior, Judgment, and Economic Decision-making under Thermal Stress," NBER Working Papers 25785, National Bureau of Economic Research, Inc.
    4. Mullins, Jamie T. & White, Corey, 2019. "Temperature and mental health: Evidence from the spectrum of mental health outcomes," Journal of Health Economics, Elsevier, vol. 68(C).
    5. Chan, Nathan & Wichman, Casey, 2017. "The Effects of Climate on Leisure Demand: Evidence from North America," RFF Working Paper Series 17-20, Resources for the Future.
    6. George Cunningham & Brian P. McCullough & Shelby Hohensee, 2020. "Physical activity and climate change attitudes," Climatic Change, Springer, vol. 159(1), pages 61-74, March.
    7. Hongjun Yu & Yiling Song & Yangyang Wang & Xiaoxin Wang & Haoxuan Li & Xiaolu Feng & Miao Yu, 2023. "The Impact of Temperature on 24-Hour Movement Behaviors among Chinese Freshmen Students," IJERPH, MDPI, vol. 20(6), pages 1-14, March.
    8. Pan He & Pengfei Liu & Yueming (Lucy) Qiu & Lufan Liu, 2022. "The weather affects air conditioner purchases to fill the energy efficiency gap," Nature Communications, Nature, vol. 13(1), pages 1-8, December.
    9. Trinh, Trong-Anh & Appau, Samuelson & Awaworyi Churchill, Sefa & Farrell, Lisa, 2022. "Temperature shocks and gambling," Energy Economics, Elsevier, vol. 115(C).
    10. 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.
    11. Till Baldenius & Nicolas Koch & Hannah Klauber & Nadja Klein, 2023. "Heat increases experienced racial segregation in the United States," Papers 2306.13772, arXiv.org.
    12. Linsenmeier, Manuel, 2023. "Global variation in the optimal temperature for recreational outdoor activity," SocArXiv dwye8, Center for Open Science.
    13. Timothy Gustavo Cavazzotto & Enio Ricardo Vaz Ronque & Edgar Ramos Vieira & Marcos Roberto Queiroga & Helio Serassuelo Junior, 2020. "Social-Ecological Correlates of Regular Leisure-Time Physical Activity Practice among Adults," IJERPH, MDPI, vol. 17(10), pages 1-15, May.
    14. Makridis, Christos A. & Schloetzer, Jason D., 2023. "Extreme local temperatures lower expressed sentiment about U.S. economic conditions with implications for the stock returns of local firms," Journal of Behavioral and Experimental Finance, Elsevier, vol. 37(C).
    15. 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.
    16. 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..

    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. Kalkuhl, Matthias & Wenz, Leonie, 2020. "The impact of climate conditions on economic production. Evidence from a global panel of regions," Journal of Environmental Economics and Management, Elsevier, vol. 103(C).
    2. Emediegwu, Lotanna E. & Wossink, Ada & Hall, Alastair, 2022. "The impacts of climate change on agriculture in sub-Saharan Africa: A spatial panel data approach," World Development, Elsevier, vol. 158(C).
    3. Desbureaux, Sébastien & Rodella, Aude-Sophie, 2019. "Drought in the city: The economic impact of water scarcity in Latin American metropolitan areas," World Development, Elsevier, vol. 114(C), pages 13-27.
    4. Doremus, Jacqueline M. & Jacqz, Irene & Johnston, Sarah, 2022. "Sweating the energy bill: Extreme weather, poor households, and the energy spending gap," Journal of Environmental Economics and Management, Elsevier, vol. 112(C).
    5. Pierre Mérel & Matthew Gammans, 2021. "Climate Econometrics: Can the Panel Approach Account for Long‐Run Adaptation?," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(4), pages 1207-1238, August.
    6. Garg, Teevrat & Gibson, Matthew & Sun, Fanglin, 2020. "Extreme temperatures and time use in China," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 309-324.
    7. 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.
    8. Benedikt Janzen, 2022. "Temperature and Mental Health: Evidence from Helpline Calls," Papers 2207.04992, arXiv.org, revised Nov 2022.
    9. Bassino, Jean-Pascal & Lagoarde-Segot, Thomas & Woitek, Ulrich, 2020. "The irreversible welfare cost of climate anomalies. Evidence from Japan (1872-1917)," Discussion Paper Series 704, Institute of Economic Research, Hitotsubashi University.
    10. Nick Obradovich, 2017. "Climate change may speed democratic turnover," Climatic Change, Springer, vol. 140(2), pages 135-147, January.
    11. Chang, Jun-Jie & Mi, Zhifu & Wei, Yi-Ming, 2023. "Temperature and GDP: A review of climate econometrics analysis," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 383-392.
    12. Newell, Richard G. & Prest, Brian C. & Sexton, Steven E., 2021. "The GDP-Temperature relationship: Implications for climate change damages," Journal of Environmental Economics and Management, Elsevier, vol. 108(C).
    13. Kelton Minor & Esteban Moro & Nick Obradovich, 2023. "Adverse weather amplifies social media activity," Papers 2302.08456, arXiv.org.
    14. Nguyen, Cuong Viet, 2021. "Do weather extremes induce people to move? Evidence from Vietnam," Economic Analysis and Policy, Elsevier, vol. 69(C), pages 118-141.
    15. Olper, Alessandro & Maugeri, Maurizio & Manara, Veronica & Raimondi, Valentina, 2021. "Weather, climate and economic outcomes: Evidence from Italy," Ecological Economics, Elsevier, vol. 189(C).
    16. Mullins, Jamie T. & White, Corey, 2019. "Temperature and mental health: Evidence from the spectrum of mental health outcomes," Journal of Health Economics, Elsevier, vol. 68(C).
    17. Lamperti, Francesco & Bosetti, Valentina & Roventini, Andrea & Tavoni, Massimo & Treibich, Tania, 2021. "Three green financial policies to address climate risks," Journal of Financial Stability, Elsevier, vol. 54(C).
    18. Cristina Cattaneo & Emanuele Massetti, 2019. "Does Harmful Climate Increase Or Decrease Migration? Evidence From Rural Households In Nigeria," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 10(04), pages 1-36, November.
    19. Kahn, Matthew E. & Mohaddes, Kamiar & Ng, Ryan N.C. & Pesaran, M. Hashem & Raissi, Mehdi & Yang, Jui-Chung, 2021. "Long-term macroeconomic effects of climate change: A cross-country analysis," Energy Economics, Elsevier, vol. 104(C).
    20. Lee, Wang-Sheng & Li, Ben G., 2021. "Extreme weather and mortality: Evidence from two millennia of Chinese elites," Journal of Health Economics, Elsevier, vol. 76(C).

    More about this item

    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:hrv:hksfac:36874928. 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: Office for Scholarly Communication (email available below). General contact details of provider: https://edirc.repec.org/data/ksharus.html .

    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.