IDEAS home Printed from https://ideas.repec.org/a/wly/sustdv/v34y2026i2p1517-1532.html

Heterogeneous Impacts of Climate Change on Economic Growth in Emerging Seven Countries: A Novel Climate Change Index

Author

Listed:
  • Elif Duygu Kömürcüoğlu
  • Ömer Faruk Kömürcüoğlu
  • Umut Uzar

Abstract

Climate change stands out as a global threat, particularly to developing economies. This study aims to analyse the effects of climate change on economic growth specifically for the Emerging Seven (E7) countries over the period 1995–2021 using a novel Climate Change Index (CCI) that integrates causes and consequences. The CCI is constructed via principal component analysis from temperature and precipitation volatility and CO2 emissions. To account for the heterogeneity, the Method of Moments Quantile Regression (MMQR) is used, and the robustness of the findings is tested using the Driscoll–Kraay estimator. Gross Capital Formation, Labour Force and Financial Development Index are included in the model as control variables. Empirical findings indicate that higher CCI values significantly depress GDP growth, whereas all control variables are growth‐enhancing. The results highlight the necessity of developing climate‐resilient sustainable growth strategies in the E7 countries.

Suggested Citation

  • Elif Duygu Kömürcüoğlu & Ömer Faruk Kömürcüoğlu & Umut Uzar, 2026. "Heterogeneous Impacts of Climate Change on Economic Growth in Emerging Seven Countries: A Novel Climate Change Index," Sustainable Development, John Wiley & Sons, Ltd., vol. 34(2), pages 1517-1532, April.
  • Handle: RePEc:wly:sustdv:v:34:y:2026:i:2:p:1517-1532
    DOI: 10.1002/sd.70392
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/sd.70392
    Download Restriction: no

    File URL: https://libkey.io/10.1002/sd.70392?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. Hannes Boehm, 2022. "Physical climate change and the sovereign risk of emerging economies," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 11(1), pages 1-41, December.
    2. Babatunde O. Abidoye & Ayodele F. Odusola, 2015. "Climate Change and Economic Growth in Africa: An Econometric Analysis," Journal of African Economies, Centre for the Study of African Economies, vol. 24(2), pages 277-301.
    3. Ivan A. Canay, 2011. "A simple approach to quantile regression for panel data," Econometrics Journal, Royal Economic Society, vol. 14(3), pages 368-386, October.
    4. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    5. Lv, Wendai & Li, Bin, 2023. "Climate policy uncertainty and stock market volatility: Evidence from different sectors," Finance Research Letters, Elsevier, vol. 51(C).
    6. Ibrahim Cutcu & Azad Erdem & Dilek Cil & Evans Akwasi Gyasi, 2025. "The Role of Environmental Protection Expenditures, Urbanization, and Economic Growth in Promoting Sustainable Natural Resources," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(5), pages 7844-7862, October.
    7. Umut Uzar, 2021. "The relationship between institutional quality and ecological footprint: Is there a connection?," Natural Resources Forum, Blackwell Publishing, vol. 45(4), pages 380-396, November.
    8. Taylor, Mark P. & Sarno, Lucio, 1998. "The behavior of real exchange rates during the post-Bretton Woods period," Journal of International Economics, Elsevier, vol. 46(2), pages 281-312, December.
    9. Md. Saiful Islam, 2022. "Do personal remittances influence economic growth in South Asia? A panel analysis," Review of Development Economics, Wiley Blackwell, vol. 26(1), pages 242-258, February.
    10. Li, Ying & Tariq, Muhammad & Khan, Saleem & Rjoub, Husam & Azhar, Aisha, 2022. "Natural resources rents, capital formation and economic performance: Evaluating the role of globalization," Resources Policy, Elsevier, vol. 78(C).
    11. Esra KADANALI & Omer YALCINKAYA, 2020. "Effects of Climate Change on Economic Growth: Evidence from 20 Biggest Economies of the World," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(3), pages 93-118, September.
    12. Sen, Suphi & von Schickfus, Marie-Theres, 2020. "Climate policy, stranded assets, and investors’ expectations," Journal of Environmental Economics and Management, Elsevier, vol. 100(C).
    13. Michael T. Kiley, 2024. "Growth at risk from climate change," Economic Inquiry, Western Economic Association International, vol. 62(3), pages 1134-1151, July.
    14. José F. León-Cruz & Christoph Neger & Stefan Gössling, 2025. "Extreme weather risks for tourism in the European Union," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 121(15), pages 18275-18294, August.
    15. Stephen Taiwo Onifade & Festus Victor Bekun & Agboola Phillips & Mehmet Altuntaş, 2022. "How do technological innovation and renewables shape environmental quality advancement in emerging economies: An exploration of the E7 bloc?," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(6), pages 2002-2014, December.
    16. Koenker, Roger & Bassett, Gilbert, Jr, 1982. "Robust Tests for Heteroscedasticity Based on Regression Quantiles," Econometrica, Econometric Society, vol. 50(1), pages 43-61, January.
    17. Umut Uzar, 2024. "Is finance a curse? reinvestigate the relationship between finance and economic growth," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 14(3), pages 658-674, July.
    18. Hanadi Taher, 2019. "Climate Change and Economic Growth in Lebanon," International Journal of Energy Economics and Policy, Econjournals, vol. 9(5), pages 20-24.
    19. Olivier R de Bandt & Luc Jacolin & Thibault Lemaire, 2021. "Climate Change in Developing Countries: Global Warming Effects, Transmission Channels and Adaptation Policies," Working Papers hal-03948704, HAL.
    20. Bilal, Adrien & Känzig, Diego, 2024. "The Macroeconomic Impact of Climate Change: Global vs. Local Temperature," CEPR Discussion Papers 19203, Centre for Economic Policy Research.
    21. Germán Caruso & Inés Marcos & Ilan Noy, 2024. "Climate Changes Affect Human Capital," Economics of Disasters and Climate Change, Springer, vol. 8(1), pages 157-196, March.
    22. Nicholas Apergis & Mobeen Ur Rehman, 2025. "The asymmetric role of temperature deviations in economic growth: Fresh evidence from global countries and panel quantile estimates," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 30(1), pages 893-903, January.
    23. Yubin Zhao & Shuguang Liu, 2023. "Effects of Climate Change on Economic Growth: A Perspective of the Heterogeneous Climate Regions in Africa," Sustainability, MDPI, vol. 15(9), pages 1-22, April.
    24. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    25. Habtamu Fuje & Jiaxiong Yao & Seung Mo Choi & Hamza Mighri, 2023. "Fiscal Impacts of Climate Disasters in Emerging Markets and Developing Economies," IMF Working Papers 2023/261, International Monetary Fund.
    26. Sabeeh Ullah & Muhammad Arif & Shahzad Hussain & Mamdouh Abdulaziz Saleh Al-Faryan, 2024. "Climate change, governance, and economic growth in Asia: a panel cointegration analysis," Cogent Economics & Finance, Taylor & Francis Journals, vol. 12(1), pages 2299125-229, December.
    27. 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.
    28. Abidoye, Babatunde & Odusola, Ayodele, 2015. "Climate Change and Economic Growth in Africa: An Econometric Analysis," UNDP Africa Economists Working Papers 307336, United Nations Development Programme (UNDP).
    29. Daniel Scott, 2021. "Sustainable Tourism and the Grand Challenge of Climate Change," Sustainability, MDPI, vol. 13(4), pages 1-17, February.
    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. Esra KADANALI & Omer YALCINKAYA, 2020. "Effects of Climate Change on Economic Growth: Evidence from 20 Biggest Economies of the World," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(3), pages 93-118, September.
    2. Richardson Kojo Edeme & Ekene ThankGod Emeka & Jonathan Emenike Ogbuabor, 2024. "Global Uncertainty, Climate Change and the Unemployment-Economic Growth Relationship in Nigeria," Journal of Development Policy and Practice, , vol. 9(2), pages 238-256, July.
    3. Nicholas Apergis & Mobeen Ur Rehman, 2025. "The asymmetric role of temperature deviations in economic growth: Fresh evidence from global countries and panel quantile estimates," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 30(1), pages 893-903, January.
    4. Chukwuemeka Chinonso Emenekwe & Robert Ugochukwu Onyeneke & Chinedum Uzoma Nwajiuba & Ifeoma Quinette Anugwa & Obioma Uchenna Emenekwe, 2025. "Determinants of consumption-based and production-based carbon emissions," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(5), pages 10303-10339, May.
    5. Benedette Nneka Okezie & Tobechi Faith Agbanike & Nwaonuma Douglas Nnachi & Nkama Nnachi Otta & Chinazaekpere Nwani & Beatrice Chinyere Eneje & Ijeoma Perpetual Onuoha & Hilary Ikechukwu Nnam, 2025. "Does fiscal burden impede green transition? Income, taxation, clean energy, and ecological sustainability in sub‐Saharan Africa," Natural Resources Forum, Blackwell Publishing, vol. 49(1), pages 177-196, February.
    6. Hikmet Akyol & Selim Basar, 2024. "Empirical Analysis of Turkish Banking Sector Institutional and Macroeconomic Determinants of Risks," Istanbul Journal of Economics-Istanbul Iktisat Dergisi, Istanbul University, Faculty of Economics, vol. 73(74-1), pages 59-98, June.
    7. Kumar, Naveen & Maiti, Dibyendu, 2025. "Climate change, state capacity and uneven growth: A disaggregated analysis of India," Economic Modelling, Elsevier, vol. 153(C).
    8. Richard S.J. Tol, 2025. "Climate Determinism Reborn," Working Paper Series 0725, Department of Economics, University of Sussex Business School.
    9. Fatemeh Dehdar & Nuno Silva & José Alberto Fuinhas & Matheus Koengkan & Nazia Nazeer, 2022. "The Impact of Technology and Government Policies on OECD Carbon Dioxide Emissions," Energies, MDPI, vol. 15(22), pages 1-17, November.
    10. Bright Akwasi Gyamfi & Stephen Taiwo Onifade & Elvis Kwame Ofori, 2023. "Synthesizing the impacts of information and communication technology advancement and educational developments on environmental sustainability: A comparative analyses of three economic blocs—BRICS, MINT, and G7 economies," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(2), pages 744-759, April.
    11. Lakshmana Padhan & Savita Bhat, 2025. "Analysing the role of globalisation, institutional qualities, and renewable energy consumption in environmental degradation mitigation: the SAARC experience," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(5), pages 10373-10397, May.
    12. Desalegn Dawit Chamma, 2025. "Climate change and economic growth in sub-Saharan Africa: an empirical analysis of aggregate- and sector-level growth," Journal of Social and Economic Development, Springer;Institute for Social and Economic Change, vol. 27(3), pages 813-845, December.
    13. ZEREN, Feyyaz & YILMAZ, Tayfun & BELKE, Murat, 2019. "Testing The Validity Of Fama French Five Factor Asset Pricing Model: Evidence From Turkey," Studii Financiare (Financial Studies), Centre of Financial and Monetary Research "Victor Slavescu", vol. 23(2), pages 97-113, June.
    14. Iftikhar Yasin & Saqib Amin & Waqas Mehmood, 2025. "Financial Development's Role in Reducing the Ecological Footprint of Energy Consumption in BRICS," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(3), pages 4174-4190, June.
    15. Chinazaekpere Nwani & Andrew Adewale Alola & Chimobi Philip Omoke & Bosede Ngozi Adeleye & Festus Victor Bekun, 2022. "Responding to the environmental effects of remittances and trade liberalization in net-importing economies: the role of renewable energy in Sub-Saharan Africa," Economic Change and Restructuring, Springer, vol. 55(4), pages 2631-2661, November.
    16. Piotr Ciżkowicz & Michał Kowalczuk & Andrzej Rzońca, 2016. "Heterogeneous determinants of local unemployment in Poland," Post-Communist Economies, Taylor & Francis Journals, vol. 28(4), pages 487-519, October.
    17. Fernando Rios-Avila & Andrey Ramos & Gustavo Canavire-Bacarreza & Leonardo Siles, 2026. "Estimation and Inference in Quantile Regressions with Multiple Fixed Effects," International Center for Public Policy Working Paper Series, at AYSPS, GSU paper2615, International Center for Public Policy, Andrew Young School of Policy Studies, Georgia State University.
    18. Siriklao Sangkhaphan & Yang Shu, 2019. "The Effect of Rainfall on Economic Growth in Thailand: A Blessing for Poor Provinces," Economies, MDPI, vol. 8(1), pages 1-17, December.
    19. Md Reza Sultanuzzaman & Chien-Chiang Lee & Sharmin Akther, 2026. "Unlocking sustainable development: the asymmetric impact of green finance on energy efficiency in developing countries," Economic Change and Restructuring, Springer, vol. 59(1), pages 1-56, February.
    20. Md. Saiful Islam & Anis ur Rehman & Imran Khan & Ibrahim Abdelrasuol & Md. Abu Raihan, 2024. "Remittance Outflow and Economic Growth Linkage: The Role of Trade,ICT, Human, and Physical Capital," SAGE Open, , vol. 14(2), pages 21582440241, June.

    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:wly:sustdv:v:34:y:2026:i:2:p:1517-1532. 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: Wiley Content Delivery (email available below). General contact details of provider: http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)1099-1719 .

    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.