IDEAS home Printed from https://ideas.repec.org/p/osf/socarx/j5kyc_v1.html
   My bibliography  Save this paper

Beyond GDP: Quantifying Heterogeneous Impact of Climate Change on Well-being and Social Progress

Author

Listed:
  • Kumar, Naveen

Abstract

The growing interest in assessing societal progress and public policies through the lens of Well-being has garnered significant attention from researchers and policymakers. This study examines the relationship between well-being and global warming across 167 countries from 1990 to 2019, employing the Social Progress Index (SPI) as a measure of well-being. Using a fixed-effects panel data framework, we study temperature impacts by modeling local and global anomalies simultaneously, capturing both within-country and global climate variation. First, a statistically significant negative relationship exists between annual temperature anomalies and well-being, with a 1°C global(local) mean temperature deviation leading to a 0.8324(0.096)-point decline, respectively. Second, precipitation anomalies show no significant effect on the SPI. Third, winter temperature anomalies and cold spells have a greater impact on well-being than other seasons or hot spells. Fourth, poorer regions, hotter climates, the global south, and countries with weak institutions are disproportionately affected by temperature deviations. Fifth, the impact of temperature on well-being persists over the medium term, lasting about four years

Suggested Citation

  • Kumar, Naveen, 2025. "Beyond GDP: Quantifying Heterogeneous Impact of Climate Change on Well-being and Social Progress," SocArXiv j5kyc_v1, Center for Open Science.
  • Handle: RePEc:osf:socarx:j5kyc_v1
    DOI: 10.31219/osf.io/j5kyc_v1
    as

    Download full text from publisher

    File URL: https://osf.io/download/68e2502c43d9f56003a0d387/
    Download Restriction: no

    File URL: https://libkey.io/10.31219/osf.io/j5kyc_v1?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. 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).
    2. Kamiar Mohaddes & Ryan N C Ng & M Hashem Pesaran & Mehdi Raissi & Jui-Chung Yang, 2023. "Climate change and economic activity: evidence from US states," Oxford Open Economics, Oxford University Press, vol. 2, pages 28-46.
    3. 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.
    4. Aditya Goenka & Lin Liu & Manh-Hung Nguyen & Haokun Pang, 2025. "Climate Change, Labor Market Frictions, and Inequality," Working Papers hal-04991078, HAL.
    5. Maddison, David & Rehdanz, Katrin, 2011. "The impact of climate on life satisfaction," Ecological Economics, Elsevier, vol. 70(12), pages 2437-2445.
    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. Linsenmeier, Manuel, 2024. "Seasonal temperature variability and economic cycles," Journal of Macroeconomics, Elsevier, vol. 79(C).
    8. Lucas Chancel & Philipp Bothe & Tancrède Voituriez, 2024. "The potential of wealth taxation to address the triple climate inequality crisis," Nature Climate Change, Nature, vol. 14(1), pages 5-7, January.
    9. Frijters, Paul & Lalji, Chitwan & Pakrashi, Debayan, 2020. "Daily weather only has small effects on wellbeing in the US," Journal of Economic Behavior & Organization, Elsevier, vol. 176(C), pages 747-762.
    10. Maximilian Kotz & Anders Levermann & Leonie Wenz, 2022. "The effect of rainfall changes on economic production," Nature, Nature, vol. 601(7892), pages 223-227, January.
    11. 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.
    12. Marco Letta & Richard S. J. Tol, 2019. "Weather, Climate and Total Factor Productivity," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 73(1), pages 283-305, May.
    13. Rehdanz, Katrin & Maddison, David, 2005. "Climate and happiness," Ecological Economics, Elsevier, vol. 52(1), pages 111-125, January.
      • Katrin Rehdanz & David J. Maddison, 2003. "Climate and Happiness," Working Papers FNU-20, Research unit Sustainability and Global Change, Hamburg University, revised Apr 2003.
    14. Pritchett, Lant, 2022. "National development delivers: And how! And how?," Economic Modelling, Elsevier, vol. 107(C).
    15. Lucas Chancel & Philipp Bothe & Tancrède Voituriez, 2024. "The potential of wealth taxation to address the triple climate inequality crisis [Le potentiel d'une taxe sur le capital pour traiter la triple crise climatique]," PSE-Ecole d'économie de Paris (Postprint) hal-04385157, HAL.
    16. 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.
    17. Gilli, Martino & Calcaterra, Matteo & Emmerling, Johannes & Granella, Francesco, 2024. "Climate change impacts on the within-country income distributions," Journal of Environmental Economics and Management, Elsevier, vol. 127(C).
    18. Daniel Fehder & Michael Porter & Scott Stern, 2018. "The Empirics of Social Progress: The Interplay between Subjective Well-Being and Societal Performance," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 477-482, May.
    19. Zapata, Oscar, 2022. "Happiness in the tropics: climate variables and subjective wellbeing," Environment and Development Economics, Cambridge University Press, vol. 27(3), pages 250-271, June.
    20. 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.
    21. Fleurbaey, Marc & Blanchet, Didier, 2013. "Beyond GDP: Measuring Welfare and Assessing Sustainability," OUP Catalogue, Oxford University Press, number 9780199767199.
    22. Berkay Akyapı & Matthieu Bellon & Emanuele Massetti, 2025. "Estimating Macrofiscal Effects of Climate Shocks from Billions of Geospatial Weather Observations," American Economic Journal: Macroeconomics, American Economic Association, vol. 17(3), pages 114-159, July.
    23. Acevedo, Sebastian & Mrkaic, Mico & Novta, Natalija & Pugacheva, Evgenia & Topalova, Petia, 2020. "The Effects of Weather Shocks on Economic Activity: What are the Channels of Impact?," Journal of Macroeconomics, Elsevier, vol. 65(C).
    24. Emediegwu, Lotanna E. & Ubabukoh, Chisom L., 2023. "Re-examining the impact of annual weather fluctuations on global livestock production," Ecological Economics, Elsevier, vol. 204(PA).
    25. Maurizio Malpede & Marco Percoco, 2021. "Climate Change and Income Inequalities," GREEN Working Papers 19, GREEN, Centre for Research on Geography, Resources, Environment, Energy & Networks, Universita' Bocconi, Milano, Italy.
    26. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2009. "Temperature and Income: Reconciling New Cross-Sectional and Panel Estimates," American Economic Review, American Economic Association, vol. 99(2), pages 198-204, May.
    27. Marie Connolly, 2013. "Some Like It Mild and Not Too Wet: The Influence of Weather on Subjective Well-Being," Journal of Happiness Studies, Springer, vol. 14(2), pages 457-473, April.
    28. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    29. Joshua Graff Zivin & Solomon M. Hsiang & Matthew Neidell, 2018. "Temperature and Human Capital in the Short and Long Run," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 5(1), pages 77-105.
    30. Maximilian Kotz & Leonie Wenz & Annika Stechemesser & Matthias Kalkuhl & Anders Levermann, 2021. "Day-to-day temperature variability reduces economic growth," Nature Climate Change, Nature, vol. 11(4), pages 319-325, April.
    31. Naveen Kumar & Dibyendu Maiti, 2024. "The Dynamic Causal Impact of Climate Change on Economic Activity - A Disaggregated Panel Analysis of India," Working papers 345, Centre for Development Economics, Delhi School of Economics.
    32. Lucas Chancel & Philipp Bothe & Tancrède Voituriez, 2024. "The potential of wealth taxation to address the triple climate inequality crisis [Le potentiel d'une taxe sur le capital pour traiter la triple crise climatique]," Post-Print hal-04385157, HAL.
    33. Michael Geruso & Dean Spears, 2018. "Heat, Humidity, and Infant Mortality in the Developing World," NBER Working Papers 24870, National Bureau of Economic Research, Inc.
    34. 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).
    35. Maggie Liu & Yogita Shamdasani & Vis Taraz, 2023. "Climate Change and Labor Reallocation: Evidence from Six Decades of the Indian Census," American Economic Journal: Economic Policy, American Economic Association, vol. 15(2), pages 395-423, May.
    36. Barrington-Leigh, Christopher & Behzadnejad, Fatemeh, 2017. "The impact of daily weather conditions on life satisfaction: Evidence from cross-sectional and panel data," Journal of Economic Psychology, Elsevier, vol. 59(C), pages 145-163.
    37. 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.
    38. Gustav Ranis & Frances Stewart & Emma Samman, 2006. "Human Development: Beyond the Human Development Index," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 7(3), pages 323-358.
    39. Christopher W. Callahan & Justin S. Mankin, 2022. "National attribution of historical climate damages," Climatic Change, Springer, vol. 172(3), pages 1-19, June.
    40. Li, Haoyang & Chen, Yifeng & Ma, Mingming, 2024. "Temperature and life satisfaction: Evidence from Chinese older adults," Ecological Economics, Elsevier, vol. 225(C).
    41. Jeroen C. J. M. van den Bergh & W. J. Wouter Botzen, 2018. "Global impact of a climate treaty if the Human Development Index replaces GDP as a welfare proxy," Climate Policy, Taylor & Francis Journals, vol. 18(1), pages 76-85, January.
    42. Banerjee, Rakesh & Maharaj, Riddhi, 2020. "Heat, infant mortality, and adaptation: Evidence from India," Journal of Development Economics, Elsevier, vol. 143(C).
    43. 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.
    44. Maurizio Malpede & Marco Percoco, 2024. "Climate, desertification, and local human development: evidence from 1564 regions around the world," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 72(2), pages 377-405, February.
    45. Christopher W. Callahan & Justin S. Mankin, 2022. "Correction to: National attribution of historical climate damages," Climatic Change, Springer, vol. 173(3), pages 1-1, August.
    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. Tol, Richard S.J., 2024. "A meta-analysis of the total economic impact of climate change," Energy Policy, Elsevier, vol. 185(C).
    2. 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.
    3. 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.
    4. Desbordes, Rodolphe & Eberhardt, Markus, 2024. "Climate change and economic prosperity: Evidence from a flexible damage function," Journal of Environmental Economics and Management, Elsevier, vol. 125(C).
    5. 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).
    6. 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.
    7. Nguyen, Ha Minh, 2024. "Beyond the annual averages: Impact of seasonal temperature on employment growth in US counties," Journal of Environmental Economics and Management, Elsevier, vol. 125(C).
    8. Naveen Kumar & Dibyendu Maiti, 2024. "The Dynamic Causal Impact of Climate Change on Economic Activity - A Disaggregated Panel Analysis of India," Working papers 345, Centre for Development Economics, Delhi School of Economics.
    9. Li, Haoyang & Chen, Yifeng & Ma, Mingming, 2024. "Temperature and life satisfaction: Evidence from Chinese older adults," Ecological Economics, Elsevier, vol. 225(C).
    10. 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).
    11. Gilli, Martino & Calcaterra, Matteo & Emmerling, Johannes & Granella, Francesco, 2024. "Climate change impacts on the within-country income distributions," Journal of Environmental Economics and Management, Elsevier, vol. 127(C).
    12. Dang,Hai-Anh H. & Nguyen,Minh Cong & Trinh,Trong-Anh, 2023. "Does Hotter Temperature Increase Poverty and Inequality ? Global Evidence from SubnationalData Analysis," Policy Research Working Paper Series 10466, The World Bank.
    13. Hu, Yiming & Liao, Hua, 2025. "High temperatures and national saving: Experience in the latest six decades," Energy Economics, Elsevier, vol. 145(C).
    14. Jinchi Dong & Richard S. J. Tol & Jinnan Wang, 2025. "The Effects of Climate and Weather on Economic Output: Evidence from Global Subnational Data," Papers 2505.17946, arXiv.org.
    15. Ahmadi, Maryam & Casoli, Chiara & Manera, Matteo & Valenti, Daniele, 2025. "Climate shocks, economic activity and cross-country spillovers: Evidence from a new global model," Economic Modelling, Elsevier, vol. 148(C).
    16. 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.
    17. Francesco Jacopo Pintus & Jan P.A.M. Jacobs & Elmer Sterken & Jan Jacobs, 2024. "Fiscal Impacts of Climate Anomalies," CESifo Working Paper Series 11548, CESifo.
    18. Picchio, Matteo & van Ours, Jan C., 2024. "The impact of high temperatures on performance in work-related activities," Labour Economics, Elsevier, vol. 87(C).
    19. Sarun Kamolthip, 2025. "Daily Fluctuations in Weather and Economic Growth at the Subnational Level: Evidence from Thailand," Papers 2506.20105, arXiv.org, revised Jun 2025.
    20. Zhengtao Li & Bin Hu, 2025. "Temperature Effects on People’s Subjective Well-Being and Their Subjective Adaptation: Empirical Evidence from China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 177(3), pages 1081-1112, April.

    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:osf:socarx:j5kyc_v1. 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: OSF (email available below). General contact details of provider: https://arabixiv.org .

    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.