IDEAS home Printed from https://ideas.repec.org/p/wbk/wbrwps/11284.html

Heat, Informality, and Misallocation: Firm Adaptation in the Short and Long Run

Author

Listed:
  • Rexer, Jonah Matthew
  • Sharma, Siddharth

Abstract

How do climate shocks shape resource allocation across firms? Rising temperatures might worsen allocative efficiency if large, productive firms face constraints in adapting. This paper assesses this question in India, an economy characterized by informality, misallocation, and extreme heat. The paper uses census data on 42 million non-farm establishments from 1990 to 2013 linked to granular climate histories to estimate the impact of heat on the firm size distribution. A 1 degree Celsius temperature shock reduces firm size by 11.6 percent, with losses concentrated among large, formal firms. Displaced workers reallocate to smaller, informal firms, generating allocative efficiency losses of up to 4.3 percent. In long difference estimates spanning several decades, the relationship reverses: large firms adapt and absorb labor, while small firms contract. This adaptation offsets nearly 60 percent of the short-run labor demand shock. These results highlight a general mechanism of climate adjustment: in the short run, shocks exacerbate misallocation by pushing labor into low-productivity firms, but in the long run, adaptation by larger firms restores efficiency.

Suggested Citation

  • Rexer, Jonah Matthew & Sharma, Siddharth, 2026. "Heat, Informality, and Misallocation: Firm Adaptation in the Short and Long Run," Policy Research Working Paper Series 11284, The World Bank.
  • Handle: RePEc:wbk:wbrwps:11284
    as

    Download full text from publisher

    File URL: https://documents.worldbank.org/curated/en/099458501082642499/pdf/IDU-f25e6153-5245-489e-abe5-5782be51cc52.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Rafael La Porta & Andrei Shleifer, 2014. "Informality and Development," Journal of Economic Perspectives, American Economic Association, vol. 28(3), pages 109-126, Summer.
    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. Diego Restuccia & Richard Rogerson, 2017. "The Causes and Costs of Misallocation," Journal of Economic Perspectives, American Economic Association, vol. 31(3), pages 151-174, Summer.
    4. Bento, Antonio M. & Miller, Noah & Mookerjee, Mehreen & Severnini, Edson, 2023. "A unifying approach to measuring climate change impacts and adaptation," Journal of Environmental Economics and Management, Elsevier, vol. 121(C).
    5. Rexer,Jonah Matthew & Sharma,Siddharth, 2024. "Climate Change Adaptation : What Does the Evidence Say ?," Policy Research Working Paper Series 10729, The World Bank.
    6. Marshall Burke & Kyle Emerick, 2016. "Adaptation to Climate Change: Evidence from US Agriculture," American Economic Journal: Economic Policy, American Economic Association, vol. 8(3), pages 106-140, August.
    7. Victoria Wenxin Xie, 2024. "Heterogeneous Firms under Regional Temperature Shocks: Exit and Reallocation, with Evidence from Indonesia," Economic Development and Cultural Change, University of Chicago Press, vol. 72(2), pages 659-690.
    8. Javier Baez & German Caruso & Valerie Mueller & Chiyu Niu, 2017. "Heat Exposure and Youth Migration in Central America and the Caribbean," American Economic Review, American Economic Association, vol. 107(5), pages 446-450, May.
    9. Riccardo Colacito & Bridget Hoffmann & Toan Phan, 2019. "Temperature and Growth: A Panel Analysis of the United States," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 51(2-3), pages 313-368, March.
    10. 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.
    11. Amrit Amirapu & Michael Gechter, 2020. "Labor Regulations and the Cost of Corruption: Evidence from the Indian Firm Size Distribution," The Review of Economics and Statistics, MIT Press, vol. 102(1), pages 34-48, March.
    12. Chaurey, Ritam, 2015. "Labor regulations and contract labor use: Evidence from Indian firms," Journal of Development Economics, Elsevier, vol. 114(C), pages 224-232.
    13. 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.
    14. Seema Jayachandran, 2006. "Selling Labor Low: Wage Responses to Productivity Shocks in Developing Countries," Journal of Political Economy, University of Chicago Press, vol. 114(3), pages 538-575, June.
    15. John Haltiwanger & Robert Kulick & Chad Syverson, 2018. "Misallocation Measures: The Distortion That Ate the Residual," NBER Working Papers 24199, National Bureau of Economic Research, Inc.
    16. 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.
    17. Goicoechea, Ana & Lang, Megan Elizabeth, 2023. "Firms and Climate Change in Low- and Middle-Income Countries," Policy Research Working Paper Series 10644, The World Bank.
    18. Justin Gallagher & Daniel Hartley & Shawn Rohlin, 2023. "Weathering an Unexpected Financial Shock: The Role of Federal Disaster Assistance on Household Finance and Business Survival," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 10(2), pages 525-567.
    19. Bilal, Adrien & Känzig, Diego, 2024. "The Macroeconomic Impact of Climate Change: Global vs. Local Temperature," CEPR Discussion Papers 19203, C.E.P.R. Discussion Papers.
    20. 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.
    21. Teevrat Garg & Maulik Jagnani & Vis Taraz, 2020. "Temperature and Human Capital in India," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 7(6), pages 1113-1150.
    22. 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.
    23. Claudia N. Berg & Bettarelli,Luca & Furceri,Davide & Ganslmeier,Michael & Arti Grover & Megan Elizabeth Lang & Marc Tobias Schiffbauer, 2025. "Firm-Level Climate Change Adaptation : Micro Evidence from 134 Nations," Policy Research Working Paper Series 11081, The World Bank.
    24. Wooldridge, Jeffrey M., 1999. "Distribution-free estimation of some nonlinear panel data models," Journal of Econometrics, Elsevier, vol. 90(1), pages 77-97, May.
    25. Ishan B. Nath, 2020. "The Food Problem and the Aggregate Productivity Consequences of Climate Change," NBER Working Papers 27297, National Bureau of Economic Research, Inc.
    26. V. Mueller & C. Gray & K. Kosec, 2014. "Heat stress increases long-term human migration in rural Pakistan," Nature Climate Change, Nature, vol. 4(3), pages 182-185, March.
    27. Chang-Tai Hsieh & Benjamin A. Olken, 2014. "The Missing "Missing Middle"," Journal of Economic Perspectives, American Economic Association, vol. 28(3), pages 89-108, Summer.
    28. 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.
    29. Rafael Dix-Carneiro & Pinelopi K. Goldberg & Costas Meghir & Gabriel Ulyssea, 2021. "Trade and Domestic Distortions: the Case of Informality," NBER Working Papers 28391, 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. Caggese, Andrea & Chiavari, Andrea & Goraya, Sampreet & Villegas‑Sanchez, Carolina, 2025. "Climate change, firms and aggregate productivity," Research Bulletin, European Central Bank, vol. 132.
    3. Kumar, Naveen & Maiti, Dibyendu, 2025. "Climate change, state capacity and uneven growth: A disaggregated analysis of India," Economic Modelling, Elsevier, vol. 153(C).
    4. Adrien Bilal & James H. Stock, 2025. "A Guide to Macroeconomics and Climate Change," NBER Working Papers 33567, National Bureau of Economic Research, Inc.
    5. 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.
    6. 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.
    7. Naveen Kumar & Dibyendu Maiti, 2025. "Distributional impacts of global warming on wealth inequality: evidence from global panel of regions," Empirical Economics, Springer, vol. 69(6), pages 3889-3933, December.
    8. 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.
    9. Cascarano, Michele & Natoli, Filippo & Petrella, Andrea, 2025. "Entry, exit, and market structure in a changing climate," European Economic Review, Elsevier, vol. 176(C).
    10. Kim, Dukpa & Kim, Yun Jung, 2025. "Macroeconomic impacts of climate change: A semi-structural analysis of unexpected weather conditions in Korea," Economic Modelling, Elsevier, vol. 151(C).
    11. Lehr, Jakob & Rehdanz, Katrin, 2024. "The effect of temperature on energy related CO2 emissions and economic performance in German industry," Energy Economics, Elsevier, vol. 138(C).
    12. Meierrieks, Daniel & Stadelmann, David, 2024. "Is temperature adversely related to economic development? Evidence on the short-run and the long-run links from sub-national data," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 136, pages 1-18.
    13. Xie, Victoria Wenxin, 2024. "Labor market adjustment to extreme heat shocks: Evidence from Brazil," Journal of Economic Behavior & Organization, Elsevier, vol. 222(C), pages 266-283.
    14. Jesús Arellano-González & Miriam Juárez-Torres, 2025. "Temperature and quarterly economic activity: panel data evidence from Mexico," Working Papers 2025-02, Banco de México.
    15. 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).
    16. Cui, Xiaomeng & Gafarov, Bulat & Ghanem, Dalia & Kuffner, Todd, 2024. "On model selection criteria for climate change impact studies," Journal of Econometrics, Elsevier, vol. 239(1).
    17. Zhang, Jing & Lin, Xiaole & An, Qiguang, 2026. "Dynamic response of the natural interest rate to extreme climate," Research in International Business and Finance, Elsevier, vol. 81(C).
    18. 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.
    19. Ha Minh Nguyen & Samuel Pienknagura, 2025. "Rising Temperature, Nuanced Effects: Evidence from Seasonal and Sectoral Data," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 88(12), pages 3513-3545, December.
    20. Alessandri, Piergiorgio & Mumtaz, Haroon, 2025. "The macroeconomic cost of temperature risk," Journal of International Economics, Elsevier, vol. 158(C).

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:11284. 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.