IDEAS home Printed from https://ideas.repec.org/a/ecb/ecbrbu/20250132.html
   My bibliography  Save this article

Climate change, firms and aggregate productivity

Author

Listed:
  • Caggese, Andrea
  • Chiavari, Andrea
  • Goraya, Sampreet
  • Villegas‑Sanchez, Carolina

Abstract

Our paper uses a general equilibrium framework to examine the effects of temperature on firm-level demand, productivity and input allocative efficiency. Using data from Italian firms and detailed climate data, it uncovers a sizeable negative effect of extreme temperatures on firm-level productivity. Based on these estimates, the model generates aggregate productivity losses from local temperature fluctuations that are higher than previously thought, ranging from 0.60% to 6.82% depending on the scenario and the extent of adaptation. Notably, these losses are approximately four times greater than those estimated by averaging firm-level losses in a representative firm model, which does not capture frictions that alter allocative efficiency across firms. Therefore, incorporating our framework into Integrated Assessment Models is likely to increase the estimated economic costs of climate change. JEL Classification: Q54, D24, D22, O44

Suggested Citation

  • Caggese, Andrea & Chiavari, Andrea & Goraya, Sampreet & Villegas‑Sanchez, Carolina, 2025. "Climate change, firms and aggregate productivity," Research Bulletin, European Central Bank, vol. 132.
  • Handle: RePEc:ecb:ecbrbu:2025:0132:
    as

    Download full text from publisher

    File URL: https://www.ecb.europa.eu//press/research-publications/resbull/2025/html/ecb.rb250624~a3ba3cb524.en.html
    Download Restriction: no

    File URL: https://www.ecb.europa.eu//press/research-publications/resbull/2025/html/ecb.rb250624~a3ba3cb524.en.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Jésus Fernández-Villaverde & Kenneth T. Gillingham & Simon Scheidegger & Jesús Fernández-Villaverde & Kenneth Gillingham, 2024. "Climate Change through the Lens of Macroeconomic Modeling," CESifo Working Paper Series 11346, CESifo.
    2. 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).
    3. Jan De Loecker & Frederic Warzynski, 2012. "Markups and Firm-Level Export Status," American Economic Review, American Economic Association, vol. 102(6), pages 2437-2471, October.
    4. Juanma Castro-Vincenzi & Guarav dup Khanna & Nicolas Morales & Nitya Pandalai-Nayar, 2024. "Weathering the Storm: Supply Chains and Climate Risk," Working Paper 24-03, Federal Reserve Bank of Richmond.
    5. Christian Broda & David E. Weinstein, 2006. "Globalization and the Gains From Variety," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 541-585.
    6. 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.
    7. Gregory Casey & Stephie Fried & Ethan Goode, 2023. "Projecting the Impact of Rising Temperatures: The Role of Macroeconomic Dynamics," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 71(3), pages 688-718, September.
    8. Miguel Almunia & Pol Antràs & David Lopez-Rodriguez & Eduardo Morales, 2021. "Venting Out: Exports during a Domestic Slump," American Economic Review, American Economic Association, vol. 111(11), pages 3611-3662, November.
    9. Per Krusell & Tony Smith, 2022. "Climate Change Around the World," Cowles Foundation Discussion Papers 2342, Cowles Foundation for Research in Economics, Yale University.
    10. Clare Balboni, 2025. "In Harm's Way? Infrastructure Investments and the Persistence of Coastal Cities," American Economic Review, American Economic Association, vol. 115(1), pages 77-116, January.
    11. Şebnem Kalemli- Özcan & Bent E. Sørensen & Carolina Villegas-Sanchez & Vadym Volosovych & Sevcan Yeşiltaş, 2024. "How to Construct Nationally Representative Firm-Level Data from the Orbis Global Database: New Facts on SMEs and Aggregate Implications for Industry Concentration," American Economic Journal: Macroeconomics, American Economic Association, vol. 16(2), pages 353-374, April.
    12. Christoph Albert & Paula Bustos & Jacopo Ponticelli, 2021. "The Effects of Climate Change on Labor and Capital Reallocation," NBER Working Papers 28995, National Bureau of Economic Research, Inc.
    13. David Rezza Baqaee & Emmanuel Farhi, 2020. "Productivity and Misallocation in General Equilibrium," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(1), pages 105-163.
    14. Marshall Burke & Vincent Tanutama, 2019. "Climatic Constraints on Aggregate Economic Output," NBER Working Papers 25779, National Bureau of Economic Research, Inc.
    15. 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.
    16. Desmet, Klaus & Rossi-Hansberg, Esteban, 2015. "On the spatial economic impact of global warming," Journal of Urban Economics, Elsevier, vol. 88(C), pages 16-37.
    17. Filomena, Mattia & Picchio, Matteo, 2024. "Unsafe temperatures, unsafe jobs: The impact of weather conditions on work-related injuries," Journal of Economic Behavior & Organization, Elsevier, vol. 224(C), pages 851-875.
    18. Adrien Bilal & Diego R. Känzig, 2024. "The Macroeconomic Impact of Climate Change: Global vs. Local Temperature," NBER Working Papers 32450, National Bureau of Economic Research, Inc.
    19. Garth Heutel & Nolan H. Miller & David Molitor, 2021. "Adaptation and the Mortality Effects of Temperature across U.S. Climate Regions," The Review of Economics and Statistics, MIT Press, vol. 103(4), pages 740-753, October.
    20. Sylvain Leduc & Daniel J. Wilson, 2023. "Climate Change and the Geography of the U.S. Economy," Working Paper Series 2023-17, Federal Reserve Bank of San Francisco.
    21. Lawrence J. Christiano & Martin S. Eichenbaum & Mathias Trabandt, 2015. "Understanding the Great Recession," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(1), pages 110-167, January.
    22. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    23. Amit Gandhi & Salvador Navarro & David A. Rivers, 2020. "On the Identification of Gross Output Production Functions," Journal of Political Economy, University of Chicago Press, vol. 128(8), pages 2973-3016.
    24. 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).
    25. Anthony Smith & Per Krusell, 2017. "Climate Change Around the World," 2017 Meeting Papers 1582, Society for Economic Dynamics.
    26. Teresa C Fort & John Haltiwanger & Ron S Jarmin & Javier Miranda, 2013. "How Firms Respond to Business Cycles: The Role of Firm Age and Firm Size," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 61(3), pages 520-559, August.
    27. 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.
    28. Cascarano, Michele & Natoli, Filippo & Petrella, Andrea, 2025. "Entry, exit, and market structure in a changing climate," European Economic Review, Elsevier, vol. 176(C).
    29. Ishan B. Nath & Valerie A. Ramey & Peter J. Klenow, 2024. "How Much Will Global Warming Cool Global Growth?," NBER Working Papers 32761, National Bureau of Economic Research, Inc.
    30. Diego Restuccia & Richard Rogerson, 2008. "Policy Distortions and Aggregate Productivity with Heterogeneous Plants," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(4), pages 707-720, October.
    31. Sophie Osotimehin, 2019. "Aggregate productivity and the allocation of resources over the business cycle," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 32, pages 180-205, April.
    32. Conte, Bruno & Desmet, Klaus & Rossi-Hansberg, Esteban, 2022. "On the Geographic Implications of Carbon Taxes," CEPR Discussion Papers 17714, C.E.P.R. Discussion Papers.
    33. Lint Barrage, 2020. "The Fiscal Costs of Climate Change," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 107-112, May.
    34. Wangyang Lai & Yun Qiu & Qu Tang & Chen Xi & Peng Zhang, 2023. "The Effects of Temperature on Labor Productivity," Annual Review of Resource Economics, Annual Reviews, vol. 15(1), pages 213-232, October.
    35. Maximilian Auffhammer, 2018. "Quantifying Economic Damages from Climate Change," Journal of Economic Perspectives, American Economic Association, vol. 32(4), pages 33-52, Fall.
    36. 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.
    37. 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.
    38. Bilal, Adrien & Rossi-Hansberg, Esteban, 2023. "Anticipating Climate Change Across the United States," CEPR Discussion Papers 18192, C.E.P.R. Discussion Papers.
    39. Nordhaus, William D, 1977. "Economic Growth and Climate: The Carbon Dioxide Problem," American Economic Review, American Economic Association, vol. 67(1), pages 341-346, February.
    40. Russell W. Cooper & John C. Haltiwanger, 2006. "On the Nature of Capital Adjustment Costs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(3), pages 611-633.
    41. repec:fip:fedrwp:98029 is not listed on IDEAS
    42. Gervais, Antoine & Jensen, J. Bradford, 2019. "The tradability of services: Geographic concentration and trade costs," Journal of International Economics, Elsevier, vol. 118(C), pages 331-350.
    43. Andrea Colciago & Volker Lindenthal & Antonella Trigari, 2019. "Who Creates and Destroys Jobs over the Business Cycle?," DNB Working Papers 628, Netherlands Central Bank, Research Department.
    44. Nordhaus, William D & Yang, Zili, 1996. "A Regional Dynamic General-Equilibrium Model of Alternative Climate-Change Strategies," American Economic Review, American Economic Association, vol. 86(4), pages 741-765, September.
    45. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    46. Stephie Fried, 2022. "Seawalls and Stilts: A Quantitative Macro Study of Climate Adaptation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(6), pages 3303-3344.
    47. Geoffrey Heal & Jisung Park, 2016. "Editor's Choice Reflections—Temperature Stress and the Direct Impact of Climate Change: A Review of an Emerging Literature," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 10(2), pages 347-362.
    48. Jan De Loecker & Jan Eeckhout & Gabriel Unger, 2020. "The Rise of Market Power and the Macroeconomic Implications [“Econometric Tools for Analyzing Market Outcomes”]," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(2), pages 561-644.
    49. Sophie Osotimehin, 2019. "Aggregate productivity and the allocation of resources over the business cycle," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 32, pages 180-205, April.
    50. Jonathan Cohn & Tatyana Deryugina, 2018. "Firm-Level Financial Resources and Environmental Spills," NBER Working Papers 24516, National Bureau of Economic Research, Inc.
    51. Balboni, Clare, 2025. "In harm's way? Infrastructure investments and the persistence of coastal cities," LSE Research Online Documents on Economics 126336, London School of Economics and Political Science, LSE Library.
    52. 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.
    53. David Sraer & David Thesmar, 2023. "How to Use Natural Experiments to Estimate Misallocation," American Economic Review, American Economic Association, vol. 113(4), pages 906-938, April.
    54. Kala, Namrata & Kurukulasuriya, Pradeep & Mendelsohn, Robert, 2012. "The impact of climate change on agro-ecological zones: evidence from Africa," Environment and Development Economics, Cambridge University Press, vol. 17(6), pages 663-687, December.
    55. Mikhail Golosov & John Hassler & Per Krusell & Aleh Tsyvinski, 2014. "Optimal Taxes on Fossil Fuel in General Equilibrium," Econometrica, Econometric Society, vol. 82(1), pages 41-88, January.
    56. Natalie Bau & Adrien Matray, 2023. "Misallocation and Capital Market Integration: Evidence From India," Econometrica, Econometric Society, vol. 91(1), pages 67-106, January.
    57. repec:cdl:econwp:qt3g72r0zv is not listed on IDEAS
    58. Carlos F. Gould & Sam Heft-Neal & Alexandra K. Heaney & Eran Bendavid & Christopher W. Callahan & Mathew Kiang & Joshua S. Graff Zivin & Marshall Burke, 2024. "Temperature Extremes Impact Mortality and Morbidity Differently," NBER Working Papers 32195, National Bureau of Economic Research, Inc.
    59. Meghan R. Busse & Devin G. Pope & Jaren C. Pope & Jorge Silva-Risso, 2015. "The Psychological Effect of Weather on Car Purchases," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(1), pages 371-414.
    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. Adrien Bilal & James H. Stock, 2025. "A Guide to Macroeconomics and Climate Change," NBER Working Papers 33567, National Bureau of Economic Research, Inc.
    2. Jacopo Ponticelli & Qiping Xu & Stefan Zeume, 2023. "Temperature and Local Industry Concentration," Working Papers 23-51, Center for Economic Studies, U.S. Census Bureau.
    3. Tol, Richard S.J., 2024. "A meta-analysis of the total economic impact of climate change," Energy Policy, Elsevier, vol. 185(C).
    4. Yongyang Cai & William Brock & Anastasios Xepapadeas, 2023. "Climate Change Impact on Economic Growth: Regional Climate Policy under Cooperation and Noncooperation," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 10(3), pages 569-605.
    5. Casey, Gregory & Fried, Stephie & Gibson, Matthew, 2024. "Understanding climate damages: Consumption versus investment," European Economic Review, Elsevier, vol. 167(C).
    6. Cascarano, Michele & Natoli, Filippo & Petrella, Andrea, 2025. "Entry, exit, and market structure in a changing climate," European Economic Review, Elsevier, vol. 176(C).
    7. 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.
    8. Philippe Kabore & Nicholas Rivers, 2023. "Manufacturing output and extreme temperature: Evidence from Canada," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 56(1), pages 191-224, February.
    9. Berg, Kimberly A. & Curtis, Chadwick C. & Mark, Nelson C., 2024. "GDP and temperature: Evidence on cross-country response heterogeneity," European Economic Review, Elsevier, vol. 169(C).
    10. Rudik, Ivan & Lyn, Gary & Tan, Weiliang & Ortiz-Bobea, Ariel, 2021. "Heterogeneity and Market Adaptation to Climate Change in Dynamic-Spatial Equilibrium," SocArXiv usghb, Center for Open Science.
    11. Holtermann, Linus & Rische, Marie-Christin, 2020. "The Subnational Effect of Temperature on Economic Production: A Disaggregated Analysis in European Regions," MPRA Paper 104606, University Library of Munich, Germany.
    12. Jonathan Colmer, 2021. "Temperature, Labor Reallocation, and Industrial Production: Evidence from India," American Economic Journal: Applied Economics, American Economic Association, vol. 13(4), pages 101-124, October.
    13. Leonardo Bortolan & Atreya Dey & Luca Taschini, 2024. "Volatile Temperatures and Their Effects on Equity Returns and Firm Performance," CESifo Working Paper Series 11438, CESifo.
    14. 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.
    15. Colmer, Jonathan, 2018. "Weather, labor reallocation and industrial production: evidence from India," LSE Research Online Documents on Economics 88695, London School of Economics and Political Science, LSE Library.
    16. Joel M. David & Venky Venkateswaran, 2019. "The Sources of Capital Misallocation," American Economic Review, American Economic Association, vol. 109(7), pages 2531-2567, July.
    17. 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).
    18. Gregory Casey & Stephie Fried & Ethan Goode, 2023. "Projecting the Impact of Rising Temperatures: The Role of Macroeconomic Dynamics," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 71(3), pages 688-718, September.
    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. Macedoni, Luca & Weinberger, Ariel, 2022. "Quality heterogeneity and misallocation: The welfare benefits of raising your standards," Journal of International Economics, Elsevier, vol. 134(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • O44 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Environment and Growth

    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:ecb:ecbrbu:2025:0132:. 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: Official Publications (email available below). General contact details of provider: https://edirc.repec.org/data/emieude.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.