IDEAS home Printed from https://ideas.repec.org/p/wbk/wbrwps/11375.html

Rising Heat in the Labor Market : The Impact of Rising Temperatures on Firms and Jobs in Europe

Author

Listed:
  • Bettarelli, Luca
  • Farole, Thomas
  • Ganslmeir, Michael
  • Santos, Indhira Vanessa
  • Schiffbauer, Marc Tobias

Abstract

This paper studies the impact of rising heat on labor markets across Europe by combining geocoded district-level, establishment-level, and wet-bulb temperature data. At the district level, it constructs a panel covering 1,525 districts across 32 countries from 1980 to 2023, disaggregated by 10 economic sectors to estimate dynamic labor market responses to wet-bulb temperature increases. The paper complements the analysis using representative, geocoded surveys covering more than 46,000 establishments. The granular microdata spanning many countries and decades are essential to identify the gradual impact of wet-bulb temperature changes on labor outcomes and allow assessing how firms and local labor markets respond to similar long-term trends under different institutional settings. The analysis finds that a one-standard deviation increase in yearly wet-bulb temperature (0.7 degrees Celsius) reduces employment growth by 0.3 percent two years later. From a long-term perspective, the results indicate that the increase in wet-bulb temperature since 1980 may have reduced employment in Europe by around 1.1 million jobs, equivalent to more than half of a normal year of employment growth. The effect is stronger in heat-exposed, low-wage, and labor-intensive sectors, as well as in small and young establishments, and varies systematically with regional income. The increased temperature leads to declines in total hours worked and gross value-added levels. In contrast to the negative employment impact, real average wage growth rises after temperature increases because low-skill workers and low-wage establishments bear the brunt of the employment impact within sectors. As a result, the composition of employment shifts toward higher-paid jobs. The impact of rising wet-bulb temperature is in part explained by limited adaptation. Fewer than one-third of the small establishments and about half of the large establishments in Europe invest in cooling technology, with establishments that pay lower wages and face less favorable local business environments being less likely to adapt.

Suggested Citation

  • Bettarelli, Luca & Farole, Thomas & Ganslmeir, Michael & Santos, Indhira Vanessa & Schiffbauer, Marc Tobias, 2026. "Rising Heat in the Labor Market : The Impact of Rising Temperatures on Firms and Jobs in Europe," Policy Research Working Paper Series 11375, The World Bank.
  • Handle: RePEc:wbk:wbrwps:11375
    as

    Download full text from publisher

    File URL: https://documents.worldbank.org/curated/en/099555505072620650/pdf/IDU-8c6070f1-974f-47f2-af59-786412affd56.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Maximilian Kotz & Anders Levermann & Leonie Wenz, 2024. "RETRACTED ARTICLE: The economic commitment of climate change," Nature, Nature, vol. 628(8008), pages 551-557, April.
    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. Usman, Sehrish & González-Torres Fernández, Guzmán & Parker, Miles, 2025. "Going NUTS: The regional impact of extreme climate events over the medium term," European Economic Review, Elsevier, vol. 178(C).
    4. Zhang, Peng & Deschenes, Olivier & Meng, Kyle & Zhang, Junjie, 2018. "Temperature effects on productivity and factor reallocation: Evidence from a half million chinese manufacturing plants," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 1-17.
    5. Marshall Burke & Mustafa Zahid & Mariana C. M. Martins & Christopher W. Callahan & Richard Lee & Tumenkhusel Avirmed & Sam Heft-Neal & Mathew Kiang & Solomon M. Hsiang & David Lobell, 2024. "Are We Adapting to Climate Change?," NBER Working Papers 32985, National Bureau of Economic Research, Inc.
    6. Marshall Burke & Vincent Tanutama, 2019. "Climatic Constraints on Aggregate Economic Output," NBER Working Papers 25779, National Bureau of Economic Research, Inc.
    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. 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).
    9. Joshua Graff Zivin & Matthew Neidell, 2012. "The Impact of Pollution on Worker Productivity," American Economic Review, American Economic Association, vol. 102(7), pages 3652-3673, December.
    10. Alan J. Auerbach & Yuriy Gorodnichenko, 2013. "Output Spillovers from Fiscal Policy," American Economic Review, American Economic Association, vol. 103(3), pages 141-146, May.
    11. E. Somanathan & Rohini Somanathan & Anant Sudarshan & Meenu Tewari, 2021. "The Impact of Temperature on Productivity and Labor Supply: Evidence from Indian Manufacturing," Journal of Political Economy, University of Chicago Press, vol. 129(6), pages 1797-1827.
    12. Achyuta Adhvaryu & Namrata Kala & Anant Nyshadham, 2020. "The Light and the Heat: Productivity Co-Benefits of Energy-Saving Technology," The Review of Economics and Statistics, MIT Press, vol. 102(4), pages 779-792, October.
    13. Jawad M Addoum & David T Ng & Ariel Ortiz-Bobea & Harrison Hong, 2020. "Temperature Shocks and Establishment Sales," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1331-1366.
    14. Maximilian Kotz & Anders Levermann & Leonie Wenz, 2024. "Author Correction: The economic commitment of climate change," Nature, Nature, vol. 631(8020), pages 9-9, July.
    15. Nora M C Pankratz & Christoph M Schiller, 2024. "Climate Change and Adaptation in Global Supply-Chain Networks," The Review of Financial Studies, Society for Financial Studies, vol. 37(6), pages 1729-1777.
    16. Tamma Carleton & Amir Jina & Michael Delgado & Michael Greenstone & Trevor Houser & Solomon Hsiang & Andrew Hultgren & Robert E Kopp & Kelly E McCusker & Ishan Nath & James Rising & Ashwin Rode & Hee , 2022. "Valuing the Global Mortality Consequences of Climate Change Accounting for Adaptation Costs and Benefits [Distributive Politics and Economic Growth]," The Quarterly Journal of Economics, Oxford University Press, vol. 137(4), pages 2037-2105.
    17. Federica Gasbarro & Jonatan Pinkse, 2016. "Corporate Adaptation Behaviour to Deal With Climate Change: The Influence of Firm‐Specific Interpretations of Physical Climate Impacts," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 23(3), pages 179-192, May.
    18. Venturini, Alessio, 2022. "Climate change, risk factors and stock returns: A review of the literature," International Review of Financial Analysis, Elsevier, vol. 79(C).
    19. Ishan Nath, 2025. "Climate Change, the Food Problem, and the Challenge of Adaptation through Sectoral Reallocation," Journal of Political Economy, University of Chicago Press, vol. 133(6), pages 1705-1756.
    20. William Hauk & Romain Wacziarg, 2009. "A Monte Carlo study of growth regressions," Journal of Economic Growth, Springer, vol. 14(2), pages 103-147, June.
    21. Henry He Huang & Joseph Kerstein & Chong Wang, 2018. "The impact of climate risk on firm performance and financing choices: An international comparison," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(5), pages 633-656, July.
    22. Valerie A. Ramey & Sarah Zubairy, 2018. "Government Spending Multipliers in Good Times and in Bad: Evidence from US Historical Data," Journal of Political Economy, University of Chicago Press, vol. 126(2), pages 850-901.
    23. Nora Pankratz & Rob Bauer & Jeroen Derwall, 2023. "Climate Change, Firm Performance, and Investor Surprises," Management Science, INFORMS, vol. 69(12), pages 7352-7398, December.
    24. Serhan Cevik & Fedor Miryugin, 2023. "Rogue Waves: Climate Change and Firm Performance," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 65(1), pages 29-59, March.
    25. Georg Weinhofer & Timo Busch, 2013. "Corporate Strategies for Managing Climate Risks," Business Strategy and the Environment, Wiley Blackwell, vol. 22(2), pages 121-144, February.
    26. Burke, Marshall & Hsiang, Solomon M & Miguel, Edward, 2015. "Global non-linear effect of temperature on economic production," Department of Economics, Working Paper Series qt3g72r0zv, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    27. Jacopo Ponticelli & Qiping Xu & Stefan Zeume, 2023. "Temperature, Adaptation, and Local Industry Concentration," NBER Working Papers 31533, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

    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. Tarsia, Romano, 2024. "Heterogeneous effects of weather shocks on firm economic performance," LSE Research Online Documents on Economics 124251, London School of Economics and Political Science, LSE Library.
    2. Cascarano, Michele & Natoli, Filippo & Petrella, Andrea, 2025. "Entry, exit, and market structure in a changing climate," European Economic Review, Elsevier, vol. 176(C).
    3. 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.
    4. Harding, Anthony & Moreno-Cruz, Juan & Quaas, Martin & Rickels, Wilfried & Smulders, Sjak, 2025. "Distribution of climate damages in convergence-consistent growth projections," Energy Economics, Elsevier, vol. 149(C).
    5. Adrien Bilal & James H. Stock, 2025. "A Guide to Macroeconomics and Climate Change," NBER Working Papers 33567, National Bureau of Economic Research, Inc.
    6. Caggese, Andrea & Chiavari, Andrea & Goraya, Sampreet & Villegas‑Sanchez, Carolina, 2025. "Climate change, firms and aggregate productivity," Research Bulletin, European Central Bank, vol. 132.
    7. Berg, Claudia & Bettarelli, Luca & Furceri, Davide & Ganslmeier, Michael & Grover, Arti & Lang, Megan & Schiffbauer, Marc, 2025. "Firm-Level Climate Change Adaptation: Micro Evidence from 134 Nations," CEPR Discussion Papers 20513, Centre for Economic Policy Research.
    8. Li, Meng & Zhang, Jing & Leng, Tiecheng, 2025. "Extreme high temperatures and corporate green innovation: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 93(C).
    9. Leonardo Bortolan & Atreya Dey & Luca Taschini, 2024. "Volatile Temperatures and Their Effects on Equity Returns and Firm Performance," CESifo Working Paper Series 11438, CESifo.
    10. Guo, Mengmeng & Wu, Na & Zhao, Junyi, 2026. "Extreme heat and stock market participation: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 184(C).
    11. Curtin, Finbar & Burgess, Matthew G., 2026. "The empirically inscrutable climate-economy relationship," SocArXiv g8khf_v2, Center for Open Science.
    12. Giraldo, Carlos & Giraldo, Iader & Gomez-Gonzalez, Jose E. & Uribe, Jorge M., 2025. "Climate growth at risk in the global south," Energy Economics, Elsevier, vol. 149(C).
    13. Zhang, Huiming & Zhang, Aixin & Wu, Kai & Cai, Yinyin & Qiu, Yueming (Lucy) & Wang, Shouyang & Wang, Weiwei & Zhao, Yongfan, 2025. "Unequal impacts of temperature deviations on poverty:International Evidence," Structural Change and Economic Dynamics, Elsevier, vol. 74(C), pages 970-990.
    14. Oliver Schenker & Daniel Osberghaus, 2025. "International Trade and the Transmission of Temperature Shocks," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 88(4), pages 965-1007, April.
    15. Jefferson Muñoz & Alex Pérez & Jaime Carabali & Guillermo Buenaventura, 2026. "Weather shocks, productivity, and performance of manufacturing firms in Colombia," Empirical Economics, Springer, vol. 70(3), pages 1-28, March.
    16. Clément Nedoncelle & Julien Wolfersberger, 2025. "Weather shocks and firm exports in developing countries," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 161(2), pages 743-784, May.
    17. 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.
    18. Lianxiao Yao & Minghui Jin, 2025. "The uneven impact of temperature on the macroeconomy: a perspective on total factor productivity," Economic Change and Restructuring, Springer, vol. 58(4), pages 1-35, August.
    19. Hao, Xinya & Huang, Yongying & Zhang, Lin, 2025. "High temperature, power rationing, and firm performance," Journal of Development Economics, Elsevier, vol. 176(C).
    20. Zhang, Jing & Li, Meng, 2024. "Compromise or struggle: Extreme temperatures and environmental corporate social responsibility in China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1872-1894.

    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:wbk:wbrwps:11375. 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: Roula I. Yazigi (email available below). General contact details of provider: https://edirc.repec.org/data/dvewbus.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.