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Temperature and work: Time allocated to work under varying climate and labor market conditions

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  • Matthew Neidell
  • Joshua Graff Zivin
  • Megan Sheahan
  • Jacqueline Willwerth
  • Charles Fant
  • Marcus Sarofim
  • Jeremy Martinich

Abstract

Workers in climate exposed industries such as agriculture, construction, and manufacturing face increased health risks of working on high temperature days and may make decisions to reduce work on high-heat days to mitigate this risk. Utilizing the American Time Use Survey (ATUS) for the period 2003 through 2018 and historical weather data, we model the relationship between daily temperature and time allocation, focusing on hours worked by high-risk laborers. The results indicate that labor allocation decisions are context specific and likely driven by supply-side factors. We do not find a significant relationship between temperature and hours worked during the Great Recession (2008–2014), perhaps due to high competition for employment, however during periods of economic growth (2003–2007, 2015–2018) we find a significant reduction in hours worked on high-heat days. During periods of economic growth, for every degree above 90 on a particular day, the average high-risk worker reduces their time devoted to work by about 2.6 minutes relative to a 90-degree day. This effect is expected to intensify in the future as temperatures rise. Applying the modeled relationships to climate projections through the end of century, we find that annual lost wages resulting from decreased time spent working on days over 90 degrees across the United States range from $36.7 to $80.0 billion in 2090 under intermediate and high emission futures, respectively.

Suggested Citation

  • Matthew Neidell & Joshua Graff Zivin & Megan Sheahan & Jacqueline Willwerth & Charles Fant & Marcus Sarofim & Jeremy Martinich, 2021. "Temperature and work: Time allocated to work under varying climate and labor market conditions," PLOS ONE, Public Library of Science, vol. 16(8), pages 1-14, August.
  • Handle: RePEc:plo:pone00:0254224
    DOI: 10.1371/journal.pone.0254224
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    1. 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.
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    Cited by:

    1. Bortolan, Leonardo & Dey, Atreya & Taschini, Luca, 2024. "Volatile temperatures and their effects on equity returns and firm performance," LSE Research Online Documents on Economics 128521, London School of Economics and Political Science, LSE Library.
    2. Kopits, Elizabeth & Kraynak, Daniel & Parthum, Bryan & Rennels, Lisa & Smith, David & Spink, Elizabeth & Griffiths, Charles & Perla, Joseph & Burns, Nshan & Howerton, Michael, 2025. "Economic Damages from Climate Change to U.S. Populations: Integrating Evidence from Recent Studies," National Center for Environmental Economics-NCEE Working Papers 368258, United States Environmental Protection Agency (EPA).
    3. Giulia Valenti & Francesco Vona, 2024. "Hot Wages: How Do Heat Waves Change the Earnings Distribution?," Working Papers 2024.31, Fondazione Eni Enrico Mattei.
    4. Sam Cosaert & Adrián Nieto & Konstantinos Tatsiramos, 2023. "Temperature and Joint Time Use," CESifo Working Paper Series 10464, CESifo.
    5. Joshua S. Graff Zivin & Anthony Lepinteur & Matthew J. Neidell & Adrian Nieto Castro, 2025. "A Cold Stop: Temperature, Unemployment and Joblessness Dynamics," NBER Working Papers 34487, National Bureau of Economic Research, Inc.
    6. Belloc, Ignacio & Gimenez-Nadal, José Ignacio & Molina, José Alberto, 2025. "Extreme temperatures: Gender differences in well-being," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 117(C).
    7. Albanese, Andrea & Deschenes, Olivier & Gathmann, Christina & Nieto, Adrian, 2025. "Extreme Temperatures, Health and Retirement," Working Papers 2025:8, Lund University, Department of Economics, revised 28 Oct 2025.
    8. Grover,Arti Goswami & Kahn,Matthew Edwin, 2024. "Firm Adaptation to Climate Risk in the Developing World," Policy Research Working Paper Series 10797, The World Bank.
    9. Michele Azzone & Carlo Bechi & Gabriele Sbaiz, 2026. "Temperature Anomalies and Climate Physical Risk in Portfolio Construction," Papers 2604.11143, arXiv.org.
    10. Sam Cosaert & Adrián Nieto & Konstantinos Tatsiramos, 2023. "Temperature and the Timing of Work," CESifo Working Paper Series 10681, CESifo.
    11. Leonardo Bortolan & Atreya Dey & Luca Taschini, 2024. "Volatile Temperatures and Their Effects on Equity Returns and Firm Performance," CESifo Working Paper Series 11438, CESifo.
    12. Elizabeth Kopits & Daniel Kraynak & Bryan Parthum & Lisa Rennels & David Smith & Elizabeth Spink & Joseph Perla & Nshan Burns, 2025. "Economic Impacts of Climate Change in the United States: Integrating and Harmonizing Evidence from Recent Studies," Papers 2509.00212, arXiv.org.
    13. Cavatassi, Romina & Garg, Teevrat & Graff Zivin, Joshua & Paolantonio, Adriana & Vargas, David & Wollburg, Philip, 2026. "Climate Change Adaptation and Development: A Conceptual Framework," IZA Discussion Papers 18464, IZA Network @ LISER.
    14. Zixun Chen & Zongcai Wei, 2025. "The Impacts of Heatwaves on Population Distribution in the Subtropical City: A Case Study of Nanchang, China," Land, MDPI, vol. 14(6), pages 1-25, June.

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