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Effects of environmental exposures on weight-related health behaviors and outcomes

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  • Churchill, Brandyn F.
  • Srivastava, Sparshi

Abstract

The US obesity rate has increased alongside an increase in extreme weather events, such as heatwaves, which may influence an individual's desired bodyweight, dietary habits, and level of physical activity. In this paper, we provide evidence on the role of environmental exposures in shaping weight-related health behaviors and outcomes. Using data from the Behavioral Risk Factor Surveillance System and an identification strategy leveraging temperature deviations from local seasonal norms, we show that adults were less likely to report trying to lose weight, dieting to lose weight, and exercising to lose weight when temperatures fell below 20–25 °C (68–77 °F). We then show that temperature increases were associated with increases in respondents' weekly servings of fruits and vegetables and the number of minutes they spent engaged in moderate or vigorous physical activity. Despite these behavioral changes, we find no evidence of a relationship between temperature and BMI. Therefore, despite concerns that rising global temperatures may increase the prevalence of overweight and obesity, our findings suggest that it is in fact cooler days that reduce the likelihood individuals engage in weight management behaviors.

Suggested Citation

  • Churchill, Brandyn F. & Srivastava, Sparshi, 2025. "Effects of environmental exposures on weight-related health behaviors and outcomes," Journal of Environmental Economics and Management, Elsevier, vol. 131(C).
  • Handle: RePEc:eee:jeeman:v:131:y:2025:i:c:s0095069625000221
    DOI: 10.1016/j.jeem.2025.103138
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    1. Randall Akee & Emilia Simeonova & William Copeland & Adrian Angold & E. Jane Costello, 2013. "Young Adult Obesity and Household Income: Effects of Unconditional Cash Transfers," American Economic Journal: Applied Economics, American Economic Association, vol. 5(2), pages 1-28, April.
    2. Michael Greenstone & Rema Hanna, 2014. "Environmental Regulations, Air and Water Pollution, and Infant Mortality in India," American Economic Review, American Economic Association, vol. 104(10), pages 3038-3072, October.
    3. Tatyana Deryugina & Garth Heutel & Nolan H. Miller & David Molitor & Julian Reif, 2019. "The Mortality and Medical Costs of Air Pollution: Evidence from Changes in Wind Direction," American Economic Review, American Economic Association, vol. 109(12), pages 4178-4219, December.
    4. Richard A. Dunn, 2010. "The Effect of Fast-Food Availability on Obesity: An Analysis by Gender, Race, and Residential Location," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 92(4), pages 1149-1164.
    5. Courtemanche, Charles & Pinkston, Joshua C. & Stewart, Jay, 2015. "Adjusting body mass for measurement error with invalid validation data," Economics & Human Biology, Elsevier, vol. 19(C), pages 275-293.
    6. Singh, Damini & Gupta, Indrani & Roy, Arjun, 2023. "The association of asthma and air pollution: Evidence from India," Economics & Human Biology, Elsevier, vol. 51(C).
    7. 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.
    8. Cotti, Chad & Tefft, Nathan, 2013. "Fast food prices, obesity, and the minimum wage," Economics & Human Biology, Elsevier, vol. 11(2), pages 134-147.
    9. John Cawley & Michael Daly & Rebecca Thornton, 2022. "The effect of beverage taxes on youth consumption and body mass index: Evidence from Mauritius," Health Economics, John Wiley & Sons, Ltd., vol. 31(6), pages 1033-1045, June.
    10. Mullins, Jamie T. & White, Corey, 2020. "Can access to health care mitigate the effects of temperature on mortality?," Journal of Public Economics, Elsevier, vol. 191(C).
    11. Damon Clark & Heather Royer, 2013. "The Effect of Education on Adult Mortality and Health: Evidence from Britain," American Economic Review, American Economic Association, vol. 103(6), pages 2087-2120, October.
    12. 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.
    13. Christopher Carpenter & Sebastian Tello-Trillo, 2015. "Do 'Cheeseburger Bills' Work? Effects of Tort Reform for Fast Food," Journal of Law and Economics, University of Chicago Press, vol. 58(4).
    14. Randell, Heather & Gray, Clark & Grace, Kathryn, 2020. "Stunted from the start: Early life weather conditions and child undernutrition in Ethiopia," Social Science & Medicine, Elsevier, vol. 261(C).
    15. Cawley, John, 2015. "An economy of scales: A selective review of obesity's economic causes, consequences, and solutions," Journal of Health Economics, Elsevier, vol. 43(C), pages 244-268.
    16. Marie Connolly, 2008. "Here Comes the Rain Again: Weather and the Intertemporal Substitution of Leisure," Journal of Labor Economics, University of Chicago Press, vol. 26(1), pages 73-100.
    17. 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.
    18. Amin, Vikesh & Dunn, Paul & Spector, Tim, 2018. "Does education attenuate the genetic risk of obesity? Evidence from U.K. Twins," Economics & Human Biology, Elsevier, vol. 31(C), pages 200-208.
    19. 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.
    20. Davis, B. & Carpenter, C., 2009. "Proximity of fast-food restaurants to schools and adolescent obesity," American Journal of Public Health, American Public Health Association, vol. 99(3), pages 505-510.
    21. Slusky, David J.G. & Zeckhauser, Richard J., 2021. "Sunlight and Protection Against Influenza," Economics & Human Biology, Elsevier, vol. 40(C).
    22. Anthony Heyes & Soodeh Saberian, 2022. "Correction to "Temperature and Decisions: Evidence from 207,000 Court Cases" and Reply to Spamann," American Economic Journal: Applied Economics, American Economic Association, vol. 14(4), pages 529-533, October.
    23. Olga Yakusheva & Kandice A. Kapinos & Daniel Eisenberg, 2014. "Estimating Heterogeneous and Hierarchical Peer Effects on Body Weight Using Roommate Assignments as a Natural Experiment," Journal of Human Resources, University of Wisconsin Press, vol. 49(1), pages 234-261.
    24. Giorgio Brunello & Daniele Fabbri & Margherita Fort, 2013. "The Causal Effect of Education on Body Mass: Evidence from Europe," Journal of Labor Economics, University of Chicago Press, vol. 31(1), pages 195-223.
    25. Tanaka, Shinsuke, 2015. "Environmental regulations on air pollution in China and their impact on infant mortality," Journal of Health Economics, Elsevier, vol. 42(C), pages 90-103.
    26. 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.
    27. 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.
    28. Corey White, 2017. "The Dynamic Relationship between Temperature and Morbidity," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(4), pages 1155-1198.
    29. 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).
    30. Bryan Bollinger & Phillip Leslie & Alan Sorensen, 2011. "Calorie Posting in Chain Restaurants," American Economic Journal: Economic Policy, American Economic Association, vol. 3(1), pages 91-128, February.
    31. Meyerhoefer, Chad D. & Pylypchuk, Vuriy, 2008. "AJAE Appendix: Does Participation in the Food Stamp Program Increase the Prevalence of Obesity and Health Care Spending?," American Journal of Agricultural Economics APPENDICES, Agricultural and Applied Economics Association, vol. 90(2), pages 1-6.
    32. Sam Cosaert & Adrián Nieto & Konstantinos Tatsiramos, 2023. "Temperature and Joint Time Use," CESifo Working Paper Series 10464, CESifo.
    33. Burkhauser, Richard V. & Cawley, John, 2008. "Beyond BMI: The value of more accurate measures of fatness and obesity in social science research," Journal of Health Economics, Elsevier, vol. 27(2), pages 519-529, March.
    34. Hunt Allcott & Benjamin B. Lockwood & Dmitry Taubinsky, 2019. "Should We Tax Sugar-Sweetened Beverages? An Overview of Theory and Evidence," Journal of Economic Perspectives, American Economic Association, vol. 33(3), pages 202-227, Summer.
    35. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    36. Carpena, Fenella, 2019. "How do droughts impact household food consumption and nutritional intake? A study of rural India," World Development, Elsevier, vol. 122(C), pages 349-369.
    37. Murasko, Jason E., 2013. "Associations between household income, height, and BMI in contemporary US schoolchildren," Economics & Human Biology, Elsevier, vol. 11(2), pages 185-196.
    38. 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.
    39. Finkelstein, Eric A. & Zhen, Chen & Bilger, Marcel & Nonnemaker, James & Farooqui, Assad M. & Todd, Jessica E., 2013. "Implications of a sugar-sweetened beverage (SSB) tax when substitutions to non-beverage items are considered," Journal of Health Economics, Elsevier, vol. 32(1), pages 219-239.
    40. 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).
    41. Guimbeau, Amanda & Ji, Xinde James & Long, Zi & Menon, Nidhiya, 2024. "Ocean salinity, early-life health, and adaptation," Journal of Environmental Economics and Management, Elsevier, vol. 125(C).
    42. repec:hal:journl:hal-04627021 is not listed on IDEAS
    43. Marshall Burke & Felipe González & Patrick Baylis & Sam Heft-Neal & Ceren Baysan & Sanjay Basu & Solomon Hsiang, 2018. "Higher temperatures increase suicide rates in the United States and Mexico," Nature Climate Change, Nature, vol. 8(8), pages 723-729, August.
    44. Arduini, Tiziano & Iorio, Daniela & Patacchini, Eleonora, 2019. "Weight, reference points, and the onset of eating disorders," Journal of Health Economics, Elsevier, vol. 65(C), pages 170-188.
    45. Blom, Sylvia & Ortiz-Bobea, Ariel & Hoddinott, John, 2022. "Heat exposure and child nutrition: Evidence from West Africa," Journal of Environmental Economics and Management, Elsevier, vol. 115(C).
    46. 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.
    47. 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.
    48. Fan, Maoyong & Jiang, Hanchen & Zhou, Maigeng, 2023. "Beyond particulate matter: New evidence on the causal effects of air pollution on mortality," Journal of Health Economics, Elsevier, vol. 91(C).
    49. Bobonis, Gustavo J. & Stabile, Mark & Tovar, Leonardo, 2020. "Military training exercises, pollution, and their consequences for health," Journal of Health Economics, Elsevier, vol. 73(C).
    50. Janet Currie & Stefano DellaVigna & Enrico Moretti & Vikram Pathania, 2010. "The Effect of Fast Food Restaurants on Obesity and Weight Gain," American Economic Journal: Economic Policy, American Economic Association, vol. 2(3), pages 32-63, August.
    51. Cawley, John & Frisvold, David & Hill, Anna & Jones, David, 2019. "The impact of the Philadelphia beverage tax on purchases and consumption by adults and children," Journal of Health Economics, Elsevier, vol. 67(C).
    52. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    53. Deschenes, Olivier & Wang, Huixia & Wang, Si & Zhang, Peng, 2020. "The effect of air pollution on body weight and obesity: Evidence from China," Journal of Development Economics, Elsevier, vol. 145(C).
    54. 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.
    55. Craigie, Terry-Ann & Taraz, Vis & Zapryanova, Mariyana, 2023. "Temperature and convictions: evidence from India," Environment and Development Economics, Cambridge University Press, vol. 28(6), pages 538-558, December.
    56. Maximilian Auffhammer, 2018. "Quantifying Economic Damages from Climate Change," Journal of Economic Perspectives, American Economic Association, vol. 32(4), pages 33-52, Fall.
    57. John Cawley, 2004. "The Impact of Obesity on Wages," Journal of Human Resources, University of Wisconsin Press, vol. 39(2).
    58. Balietti, Anca & Datta, Souvik & Veljanoska, Stefanija, 2022. "Air pollution and child development in India," Journal of Environmental Economics and Management, Elsevier, vol. 113(C).
    59. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    60. Maximilian D. Schmeiser, 2009. "Expanding wallets and waistlines: the impact of family income on the BMI of women and men eligible for the Earned Income Tax Credit," Health Economics, John Wiley & Sons, Ltd., vol. 18(11), pages 1277-1294, November.
    61. Yiyang Luo & Zheng Pan, 2020. "Peer effects on student weight: randomization evidence from China," Applied Economics, Taylor & Francis Journals, vol. 52(58), pages 6360-6371, December.
    62. Karlsson, Martin & Ziebarth, Nicolas R., 2018. "Population health effects and health-related costs of extreme temperatures: Comprehensive evidence from Germany," Journal of Environmental Economics and Management, Elsevier, vol. 91(C), pages 93-117.
    63. Jason M. Fletcher & David Frisvold & Nathan Tefft, 2010. "Can Soft Drink Taxes Reduce Population Weight?," Contemporary Economic Policy, Western Economic Association International, vol. 28(1), pages 23-35, January.
    64. Obradovich, Nicholas & Fowler, James H., 2017. "Climate change may alter human physical activity patterns," Scholarly Articles 36874928, Harvard Kennedy School of Government.
    65. Brandyn F. Churchill, 2024. "State‐mandated school‐based BMI assessments and self‐reported adolescent health behaviors," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 43(1), pages 63-86, January.
    66. Marcus, Michelle, 2017. "On the road to recovery: Gasoline content regulations and child health," Journal of Health Economics, Elsevier, vol. 54(C), pages 98-123.
    67. Michael L. Anderson & David A. Matsa, 2011. "Are Restaurants Really Supersizing America?," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 152-188, January.
    68. repec:cdl:agrebk:qt4vm5m5vr is not listed on IDEAS
    69. Webbink, Dinand & Martin, Nicholas G. & Visscher, Peter M., 2010. "Does education reduce the probability of being overweight?," Journal of Health Economics, Elsevier, vol. 29(1), pages 29-38, January.
    70. Banerjee, Rakesh & Maharaj, Riddhi, 2020. "Heat, infant mortality, and adaptation: Evidence from India," Journal of Development Economics, Elsevier, vol. 143(C).
    71. Baylis, Patrick, 2020. "Temperature and temperament: Evidence from Twitter," Journal of Public Economics, Elsevier, vol. 184(C).
    72. Humphreys Brad R & Ruseski Jane E, 2011. "An Economic Analysis of Participation and Time Spent in Physical Activity," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 11(1), pages 1-38, August.
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    JEL classification:

    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior

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