IDEAS home Printed from https://ideas.repec.org/p/pre/wpaper/202536.html
   My bibliography  Save this paper

Climate Shocks and Unemployment Claims

Author

Listed:
  • Abeeb Olaniran

    (Department of Economics, University of Pretoria, Private Bag X20, Hatfield 0028, South Africa)

  • Xin Sheng

    (Lord Ashcroft International Business School, Anglia Ruskin University, Chelmsford, United Kingdom)

  • Oguzhan Cepni

    (Ostim Technical University, Ankara, Turkiye; University of Edinburgh Business School, Centre for Business, Climate Change, and Sustainability; Department of Economics, Copenhagen Business School, Denmark)

  • Rangan Gupta

    (Department of Economics, University of Pretoria, Private Bag X20, Hatfield 0028, South Africa)

Abstract

Using a US state-level climate risk measure and the local projections (LP) framework, this study analyzes both linear and asymmetric effects of climate shocks on unemployment claims. The results provide strong evidence that climate shocks significantly increase both initial and continuing claims, with the linear estimates showing a stronger impact on initial claims. In the nonlinear framework, where climate risk and economic condition indices are used as regime-switching variables, we also find asymmetric effects of climate shocks across both types of claims. Specifically, climate shocks exert stronger pressure on initial claims under high-climate-risk regimes, while continuing claims respond more under low-risk regimes. When the economic condition index is applied as a regime-dependent variable, climate shocks are more influential during expansions than during recessions, when claims are already elevated and labor markets are slack. Overall, the findings highlight that climate shocks affect labor markets in complex, state-dependent ways, offering valuable insights for policymakers aiming to design effective mitigation strategies and enhance labor market resilience.

Suggested Citation

  • Abeeb Olaniran & Xin Sheng & Oguzhan Cepni & Rangan Gupta, 2025. "Climate Shocks and Unemployment Claims," Working Papers 202536, University of Pretoria, Department of Economics.
  • Handle: RePEc:pre:wpaper:202536
    as

    Download full text from publisher

    To our knowledge, this item is not available for download. To find whether it is available, there are three options:
    1. Check below whether another version of this item is available online.
    2. Check on the provider's web page whether it is in fact available.
    3. Perform a
    for a similarly titled item that would be available.

    References listed on IDEAS

    as
    1. Kenneth Castellanos & Garth Heutel, 2024. "Unemployment, Labor Mobility, and Climate Policy," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 11(1), pages 1-40.
    2. Afees A. Salisu & Rangan Gupta & Abeeb Olaniran, 2023. "The effect of oil uncertainty shock on real GDP of 33 countries: a global VAR approach," Applied Economics Letters, Taylor & Francis Journals, vol. 30(3), pages 269-274, February.
    3. Hee Soo Kim & Christian Matthes & Toàn Phan, 2025. "Severe Weather and the Macroeconomy," American Economic Journal: Macroeconomics, American Economic Association, vol. 17(2), pages 315-341, April.
    4. Jochem Marotzke & Dirk Semmann & Manfred Milinski, 2020. "The economic interaction between climate change mitigation, climate migration and poverty," Nature Climate Change, Nature, vol. 10(6), pages 518-525, June.
    5. Dario Caldara & Matteo Iacoviello, 2022. "Measuring Geopolitical Risk," American Economic Review, American Economic Association, vol. 112(4), pages 1194-1225, April.
    6. Ma, Dandan & Zhang, Dayong & Guo, Kun & Ji, Qiang, 2024. "Coupling between global climate policy uncertainty and economic policy uncertainty," Finance Research Letters, Elsevier, vol. 69(PB).
    7. Maganga, Assa M. & Chiwaula, Levison & Kambewa, Patrick, 2021. "Climate induced vulnerability to poverty among smallholder farmers: Evidence from Malawi," World Development Perspectives, Elsevier, vol. 21(C).
    8. Robert F Engle & Stefano Giglio & Bryan Kelly & Heebum Lee & Johannes Stroebel, 2020. "Hedging Climate Change News," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1184-1216.
    9. Alan J. Auerbach & Yuriy Gorodnichenko, 2013. "Output Spillovers from Fiscal Policy," American Economic Review, American Economic Association, vol. 103(3), pages 141-146, May.
    10. Amanus Khalifah Fil'ardy Yunus & Munawwarah S. Mubarak & Akbar Mandela Arumattulabala Yunus, 2024. "Climate Change and Cyclical Unemployment in Indonesia," International Journal of Economics and Financial Issues, Econjournals, vol. 14(5), pages 125-130, September.
    11. Christiane Baumeister & Danilo Leiva-León & Eric Sims, 2024. "Tracking Weekly State-Level Economic Conditions," The Review of Economics and Statistics, MIT Press, vol. 106(2), pages 483-504, March.
    12. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    13. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    14. Tatyana Deryugina, 2017. "The Fiscal Cost of Hurricanes: Disaster Aid versus Social Insurance," American Economic Journal: Economic Policy, American Economic Association, vol. 9(3), pages 168-198, August.
    15. Mathilde Maurel & Michele Tuccio, 2016. "Climate Instability, Urbanisation and International Migration," Journal of Development Studies, Taylor & Francis Journals, vol. 52(5), pages 735-752, May.
    16. Òscar Jordà & Björn Richter & Moritz Schularick & Alan M Taylor, 2021. "Bank Capital Redux: Solvency, Liquidity, and Crisis," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(1), pages 260-286.
    17. Cristina Cattaneo & Valentina Bosetti, 2017. "Climate-induced International Migration and Conflicts," CESifo Economic Studies, CESifo Group, vol. 63(4), pages 500-528.
    18. Ma, Dandan & Zhang, Yunhan & Ji, Qiang & Zhao, Wan-Li & Zhai, Pengxiang, 2024. "Heterogeneous impacts of climate change news on China's financial markets," International Review of Financial Analysis, Elsevier, vol. 91(C).
    19. Cunpu Li & Xuetong Zhang & Jing He, 2023. "Impact of Climate Change on Inflation in 26 Selected Countries," Sustainability, MDPI, vol. 15(17), pages 1-22, August.
    20. Nicholas Ngepah & Regina Conselho Mwiinga, 2022. "The Impact of Climate Change on Gender Inequality in the Labour Market: A Case Study of South Africa," Sustainability, MDPI, vol. 14(20), pages 1-28, October.
    21. Dylan E McNamara & Sathya Gopalakrishnan & Martin D Smith & A Brad Murray, 2015. "Climate Adaptation and Policy-Induced Inflation of Coastal Property Value," PLOS ONE, Public Library of Science, vol. 10(3), pages 1-12, March.
    22. Tural Yusifzada, 2024. "Evaluating the global impact of climate change on agricultural inflation: an innovative climate condition index approach," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(7), pages 18411-18438, July.
    23. Kaddour Hadri, 2000. "Testing for stationarity in heterogeneous panel data," Econometrics Journal, Royal Economic Society, vol. 3(2), pages 148-161.
    24. Andrew B. Martinez, 2025. "How do Macroeconomic Expectations React to Extreme Weather Shocks?," Working Papers 2025-001, The George Washington University, The Center for Economic Research.
    25. Ramey, V.A., 2016. "Macroeconomic Shocks and Their Propagation," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 71-162, Elsevier.
    26. Caporin, Massimiliano & Caraiani, Petre & Cepni, Oguzhan & Gupta, Rangan, 2025. "Predicting the conditional distribution of US stock market systemic Stress: The role of climate risks," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 101(C).
    27. Mikkel Plagborg‐Møller & Christian K. Wolf, 2021. "Local Projections and VARs Estimate the Same Impulse Responses," Econometrica, Econometric Society, vol. 89(2), pages 955-980, March.
    28. Cevik Serhan & Jalles Joao, 2024. "Eye of the Storm: The Impact of Climate Shocks on Inflation and Growth," Review of Economics, De Gruyter, vol. 75(2), pages 109-138.
    29. Till von Wachter, 2019. "Unemployment Insurance Reform," The ANNALS of the American Academy of Political and Social Science, , vol. 686(1), pages 121-146, November.
    30. Ariel R. Belasen & Solomon W. Polachek, 2008. "How Hurricanes Affect Wages and Employment in Local Labor Markets," American Economic Review, American Economic Association, vol. 98(2), pages 49-53, May.
    31. Hancevic, Pedro I. & Sandoval, Hector H., 2025. "Hurricanes and labor market disruptions: Insights from unemployment insurance claims," Economics Letters, Elsevier, vol. 255(C).
    32. K. Mukherjee & B. Ouattara, 2021. "Climate and monetary policy: do temperature shocks lead to inflationary pressures?," Climatic Change, Springer, vol. 167(3), pages 1-21, August.
    33. Giovanna Bua & Daniel Kapp & Federico Ramella & Lavinia Rognone, 2024. "Transition versus physical climate risk pricing in European financial markets: a text-based approach," The European Journal of Finance, Taylor & Francis Journals, vol. 30(17), pages 2076-2110, November.
    34. Darwin Choi & Zhenyu Gao & Wenxi Jiang, 2020. "Attention to Global Warming," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1112-1145.
    35. Giacomo Marangoni & Jonathan R. Lamontagne & Julianne D. Quinn & Patrick M. Reed & Klaus Keller, 2021. "Adaptive mitigation strategies hedge against extreme climate futures," Climatic Change, Springer, vol. 166(3), pages 1-17, June.
    36. Beirne, John & Dafermos, Yannis & Kriwoluzky, Alexander & Renzhi, Nuobu & Volz, Ulrich & Wittich, Jana, 2024. "Weather-related disasters and inflation in the euro area," Journal of Banking & Finance, Elsevier, vol. 169(C).
    37. Gonçalves, Sílvia & Herrera, Ana María & Kilian, Lutz & Pesavento, Elena, 2024. "State-dependent local projections," Journal of Econometrics, Elsevier, vol. 244(2).
    38. Belasen, Ariel R. & Polachek, Solomon, 2008. "How Hurricanes Affect Employment and Wages in Local Labor Markets," IZA Discussion Papers 3407, Institute of Labor Economics (IZA).
    39. Similan Rujiwattanapong & Masahiro Yoshida, 2025. "Climate Change and Unemployment Seasonality: Evidence from US Counties," Working Papers 2512, Waseda University, Faculty of Political Science and Economics.
    40. Liu, Tie-Ying & Lin, Ye, 2023. "Does global warming affect unemployment? International evidence," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 991-1005.
    41. Olusanya E. Olubusoye & Afees A. Salisu & Sam O. Olofin, 2023. "Youth unemployment in Nigeria: nature, causes and solutions," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(2), pages 1125-1157, April.
    42. Shang, Yuping & Sang, Shenghu & Tiwari, Aviral Kumar & Khan, Salahuddin & Zhao, Xin, 2024. "Impacts of renewable energy on climate risk: A global perspective for energy transition in a climate adaptation framework," Applied Energy, Elsevier, vol. 362(C).
    43. Faccini, Renato & Matin, Rastin & Skiadopoulos, George, 2023. "Dissecting climate risks: Are they reflected in stock prices?," Journal of Banking & Finance, Elsevier, vol. 155(C).
    44. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    45. Herbst, Edward P. & Johannsen, Benjamin K., 2024. "Bias in local projections," Journal of Econometrics, Elsevier, vol. 240(1).
    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. Giovanni Angelini & Maria Elena Bontempi & Luca De Angelis & Paolo Neri & Marco Maria Sorge, 2025. "Shocking concerns: public perception about climate change and the macroeconomy," Papers 2505.04669, arXiv.org.
    2. Murphy, Anthony & Strobl, Eric, 2009. "The Impact of Hurricanes on Housing Prices: Evidence from US Coastal Cities," MPRA Paper 19353, University Library of Munich, Germany.
    3. Zhou, Mingtao & Ma, Yong, 2025. "Climate risk and predictability of global stock market volatility," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 101(C).
    4. Ji, Qiang & Ma, Dandan & Zhai, Pengxiang & Fan, Ying & Zhang, Dayong, 2024. "Global climate policy uncertainty and financial markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 95(C).
    5. Vasilios Plakandaras & Rangan Gupta & Qiang Ji, 2025. "Unraveling Financial Fragility of Global Markets Using Machine Learning," Working Papers 202511, University of Pretoria, Department of Economics.
    6. De Santis, Roberto A., 2020. "Impact of the Asset Purchase Programme on euro area government bond yields using market news," Economic Modelling, Elsevier, vol. 86(C), pages 192-209.
    7. Ngozi E. Egbuna (PhD) & Maimuna John-Sowe & Dauda Mohammed (PhD) & Hissan Abubakari & Eric L. Sambolah & Kormay Adams, 2020. "Uncertainty And Economic Performance In The West African Monetary Zone (Wamz): A Fixed Effect Panel Threshold Approach," Working Papers 19, West African Monetary Institute.
    8. Houari, Oussama & Bennani, Hamza & Bro de Comères, Quentin, 2025. "Climate risks and economic activity in France: Evidence from media coverage," Journal of International Money and Finance, Elsevier, vol. 155(C).
    9. Baioni Tomás, 2025. "The macroeconomic effects of carbon pricing at a subnational level: evidence from California’s cap and trade," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 27(2), pages 305-330, April.
    10. Òscar Jordà & Alan M. Taylor, 2024. "Local Projections," NBER Working Papers 32822, National Bureau of Economic Research, Inc.
    11. Kotcharin, Suntichai & Maneenop, Sakkakom, 2020. "Geopolitical risk and corporate cash holdings in the shipping industry," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 136(C).
    12. Mehmet Balcilar & Kenny Kutu & Sonali Das & Rangan Gupta, 2025. "Predicting the Conditional Distributions of Inflation and Inflation Uncertainty in South Africa: The Role of Climate Risks," Working Papers 202529, University of Pretoria, Department of Economics.
    13. Ecenur Ugurlu-Yildirim & Beyza Mina Ordu-Akkaya, 2022. "Does the impact of geopolitical risk reduce with the financial structure of an economy? A perspective from market vs. bank-based emerging economies," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 12(4), pages 681-703, December.
    14. Wael Hemrit, 2022. "Does insurance demand react to economic policy uncertainty and geopolitical risk? Evidence from Saudi Arabia," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 47(2), pages 460-492, April.
    15. Kuang, Wei, 2025. "A tale of two risks: Differential diversification roles of clean energy sector stocks in physical and transition climate risk management," Renewable Energy, Elsevier, vol. 249(C).
    16. Endong Wang, 2024. "Structural counterfactual analysis in macroeconomics: theory and inference," Papers 2409.09577, arXiv.org.
    17. Terver T. Kumeka & Olabusuyi R. Falayi & Adeniyi J. Adedokun & Francis O. Adeyemi, 2022. "An econometric analysis of economic policy uncertainty and exchange market pressure of the three largest economies in West Africa," SN Business & Economics, Springer, vol. 2(11), pages 1-33, November.
    18. Barattieri, Alessandro & Borda, Patrice & Brugnoli, Alberto & Pelli, Martino & Tschopp, Jeanne, 2023. "The short-run, dynamic employment effects of natural disasters: New insights from Puerto Rico," Ecological Economics, Elsevier, vol. 205(C).
    19. Alishba Hania & Chien-Chiang Lee & Farzan Yahya, 2025. "Climate anxiety, economic policy uncertainty, and green growth," Economic Change and Restructuring, Springer, vol. 58(1), pages 1-34, February.
    20. Fava, Santino Del & Gupta, Rangan & Pierdzioch, Christian & Rognone, Lavinia, 2024. "Forecasting international financial stress: The role of climate risks," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 92(C).

    More about this item

    Keywords

    ;
    ;
    ;

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

    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:pre:wpaper:202536. 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: Rangan Gupta (email available below). General contact details of provider: https://edirc.repec.org/data/decupza.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.