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Journals / Eskişehir Osmangazi Üniversitesi İktisadi ve İdari Bilimler Dergisi / 2026 / Cilt: 20 Sayı: 1

The Effects of Climate Change on Export Product Diversification: Evidence from OECD Countries

İklim Değişikliğinin İhracat Ürün Çeşitlendirmesi Üzerine Etkileri: OECD Ülkelerinden Kanıtlar

Fatih Kaplan(TARSUS ÜNİVERSİTESİ, UYGULAMALI BİLİMLER FAKÜLTESİ)0000-0001-7417-1126
Ahmet Koluman(TARSUS ÜNİVERSİTESİ, MESLEK YÜKSEKOKULU)0000-0002-6157-3051
Pages
221–236
Publication Date
2025-04-01
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AI Summary & Key Takeaways

AI Insight
⚡ TL;DR(Too Long; Didn't Read)

According to these results, climate change has a negative impact on export product diversification in OECD countries and countries should consider the impact of climate change in their export composition.

📌 3 Key Takeaways

🎯
Objective & Hypothesis:The aim of this study is to investigate the impact of climate change on export product diversification.
📊
Key Findings & Data:For this purpose, data from 37 Organization for Economic Cooperation and Development (OECD) member countries are analyzed using the Fractional Logit Model and Moment Quantile Regression (MMQR) for the period 1995-2022.
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Conclusion & Impact:According to these results, climate change has a negative impact on export product diversification in OECD countries and countries should consider the impact of climate change in their export composition.
🔬Design:Modeling & Simulation
📍Scope:2022 Verileri
⚙️Variables:İklim Değişikliği · İhracat Ürün Çeşitlendirmesi · Kesirli Logit Model

Abstract

The aim of this study is to investigate the impact of climate change on export product diversification. For this purpose, data from 37 Organization for Economic Cooperation and Development (OECD) member countries are analyzed using the Fractional Logit Model and Moment Quantile Regression (MMQR) for the period 1995-2022. The results of the analysis show that increases in rainfall and average temperature lead to export product concentration rather than export product diversification. On the other hand, an increase in ecological footprint reduces export product concentration. According to these results, climate change has a negative impact on export product diversification in OECD countries and countries should consider the impact of climate change in their export composition.

Özet

Bu çalışmanın amacı, iklim değişikliğinin ihracat ürün çeşitlendirmesi üzerinde etkisini araştırmaktır. Bu amaç doğrultusunda, Ekonomik Kalkınma ve İş Birliği Örgütü (OECD) üyesi 37 ülkeye ait veriler, 1995-2022 dönemi için Kesirli Logit Model ile Moment Kantil Regresyon (MMQR) kullanılarak analiz edilmiştir. Analiz sonuçları, yağış miktarı ve ortalama sıcaklıktaki artışların ihracat ürün çeşitlendirmesinden ziyade ihracat ürün yoğunlaşmasına yol açtığını göstermektedir. Diğer yandan ekolojik ayak izindeki artış ise ihracat ürün yoğunlaşmasını azaltmaktadır. Elde edilen bu sonuçlara göre OECD ülkelerinde iklim değişikliği ihracat ürün çeşitlendirmesini olumsuz etkilemekte, bu durumda ülkeler ihracat kompozisyonlarında iklim değişikliğinin etkisini göz önünde bulundurması gerekmektedir.

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Cite This Article

Kaplan, F., Koluman, A. (2025). The Effects of Climate Change on Export Product Diversification: Evidence from OECD Countries. Eskişehir Osmangazi Üniversitesi İktisadi ve İdari Bilimler Dergisi, Cilt: 20 Sayı: 1, 221–236. https://doi.org/10.17153/oguiibf.1528241

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References (56)

  1. Agosin, M. R., Alvarez, R., & Bravo‐Ortega, C. (2012). Determinants of export diversification around the world: 1962–2000. The World Economy, 35(3), 295-315. https://doi.org/10.1111/j.1467-9701.2011.01395.x
  2. Akinyele, O., & Dada, J. T. (2024). Export diversification and government intervention in Sub-Saharan Africa. Iranian Economic Review, 28(2), 490-513. https://doi.org/10.22059/IER.2022.88677
  3. Alemu, A. M. (2008). Determinants of vertical and horizontal export diversification: Evidences from sub-Saharan Africa and East Asia. Ethiopian Journal of Economics, 17(2), 1-56. https://doi.org/10.4314/eje.v17i2.47311
  4. Ali, S., Can, M., Shah, M. I., Jiang, J., Ahmed, Z., & Murshed, M. (2022). Exploring the linkage between export diversification and ecological footprint: Evidence from advanced time series estimation techniques. Environmental Science and Pollution Research, 29(25), 38395-38409. https://doi.org/10.1007/s11356-022-18622-3
  5. Apergis, N., Can, M., Gozgor, G., & Lau, C. K. M. (2018). Effects of export concentration on CO2 emissions in developed countries: an empirical analysis. Environmental Science and Pollution Research, 25, 14106-14116. https://doi.org/10.1007/s11356-018-1634-x
  6. Arawomo, D. F., Oyelade, A. O., & Tella, A. T. (2014). Determinants of Export Diversification in Nigeria: Any Special Role for Foreign Direct Investment (FDI)?. Journal of Economics And Business Research, 20(2), 21-33.
  7. Arora, N. K. (2019). Impact of climate change on agriculture production and its sustainable solutions. Environmental Sustainability, 2(2), 95-96. https://doi.org/10.1007/s42398-019-00078-w
  8. Balogh, J. M., & Mizik, T. (2021). Trade–climate nexus: A systematic review of the literature. Economies, 9(3), 99. https://doi.org/10.3390/economies9030099
  9. Barrios, S., Ouattara, B., & Strobl, E. (2008). The impact of climatic change on agricultural production: Is it different for Africa?. Food Policy, 33(4), 287-298. https://doi.org/10.1016/j.foodpol.2008.01.003
  10. Cadot, O., Carrère, C., & Strauss-Kahn, V. (2011). Export diversification: what's behind the hump?. Review of Economics and Statistics, 93(2), 590-605. https://doi.org/10.1162/REST_a_00078
  11. Can, M., & Gozgor, G. (2018). Effects of export product diversification on quality upgrading: an empirical study. The Journal of International Trade & Economic Development, 27(3), 293-313. https://doi.org/10.1080/09638199.2017.1370006
  12. Can, M., Ahmad, M., & Khan, Z. (2021). The impact of export composition on environment and energy demand: evidence from newly industrialized countries. Environmental Science and Pollution Research, 28(25), 33599-33612. https://doi.org/10.1007/s11356-021-13084-5
  13. Can, M., Dogan, B., & Saboori, B. (2020). Does trade matter for environmental degradation in developing countries? New evidence in the context of export product diversification. Environmental Science and Pollution Research, 27, 14702-14710. https://doi.org/10.1007/s11356-020-08000-2
  14. Dall'Erba, S., Chen, Z., & Nava, N.J. (2021). US interstate trade will mitigate the negative impact of climate change on crop profit. American Journal of Agricultural Economics, 103(5), 1720-1741. https://doi.org/10.1111/ajae.12204 Dallmann, I. (2019). Weather variations and international trade. Environmental and Resource Economics, 72(1), 155-206. https://doi.org/10.1007/s10640-018-0268-2
  15. Elhiraika, A. B., & Mbate, M. M. (2014). Assessing the determinants of export diversification in Africa. Applied Econometrics and International Development, 14(1), 147-160. http://www.usc.es/economet/reviews/aeid14111.pdf
  16. Espoir, L. M. (2020). Determinant of export diversification: An empirical analysis in the case of SADC countries. International Journal of Research in Business and Social Science, 9(7), 130-144. https://doi.org/10.20525/ijrbs.v9i7.942
  17. Fang, J. C., Gozgor, G., Lu, Z., & Wu, W. S. (2019). Effects of the export product quality on carbon dioxide emissions: Evidence from developing economies. Environmental Science and Pollution Research, 26, 12181–12193. https://doi.org/10.1007/s11356-019-04513-7
  18. Fonchamnyo, D. C., & Akame, A. R. (2017). Determinants of export diversification in Sub-Sahara African region: A fractionalized logit estimation model. Journal of Economics and Finance, 41(2), 330-342. https://doi.org/10.1007/s12197-016-9352-z
  19. Frankel, J. A., & Rose, A. K. (2005). Is trade good or bad for the environment? Sorting out the causality. Review of Economics and Statistics, 87(1), 85-91. https://doi.org/10.1162/0034653053327577
  20. Gozgor, G., & Can, M. (2016). Export product diversification and the environmental Kuznets curve: evidence from Turkey. Environmental Science and Pollution Research, 23, 21594-21603. https://doi.org/10.1007/s11356-016-7403-9
  21. Gözgör, G., & Can, M. (2017). Causal linkages among the product diversification of exports, economic globalization and economic growth. Review of Development Economics, 21(3), 888-908. https://doi.org/10.1111/rode.12301
  22. Habib-ur-Rahman, M., Ahmad, A., Raza, A., Hasnain, M. U., Alharby, H. F., Alzahrani, Y. M.,. & El Sabagh, A. (2022). Impact of climate change on agricultural production; Issues, challenges, and opportunities in Asia. Frontiers in Plant Science, 13, 925548. https://doi.org/10.3389/fpls.2022.925548
  23. Hu, G., Can, M., Paramati, S. R., Doğan, B., & Fang, J. (2020). The effect of import product diversification on carbon emissions: New evidence for sustainable economic policies. Economic Analysis and Policy, 65, 198-210. https://doi.org/10.1016/j.eap.2020.01.004
  24. Imbs, J., & Wacziarg, R. (2003). Stages of diversification. American Economic Review, 93(1), 63-86. https://doi.org/10.1257/000282803321455160
  25. International Monetary Fund. (2014). Sustaining long-run growth and macroeconomic stability in lowincome countries – the role of structural transformation and diversification. IMF Policy Paper. https://www.imf.org/external/np/pp/eng/2014/030514.pdf
  26. Iqbal, N., Abbasi, K. R., Shinwari, R., Guangcai, W., Ahmad, M., & Tang, K. (2021). Does exports diversification and environmental innovation achieve carbon neutrality target of OECD economies?. Journal of Environmental Management, 291, 112648. https://doi.org/10.1016/j.jenvman.2021.112648
  27. Jahanger, A., Zaman, U., Hossain, M. R., & Awan, A. (2023). Articulating CO2 emissions limiting roles of nuclear energy and ICT under the EKC hypothesis: An application of non-parametric MMQR approach. Geoscience Frontiers, 14(5), 101589. https://doi.org/10.1016/j.gsf.2023.101589
  28. Jiang, S., Mentel, G., Shahzadi, I., Jebli, M. B., & Iqbal, N. (2022). Renewable energy, trade diversification and environmental footprints: Evidence for Asia-Pacific Economic Cooperation (APEC). Renewable Energy, 187, 874-886. https://doi.org/10.1016/j.renene.2021.12.134
  29. Jones, B. F., & Olken, B. A. (2010). Climate shocks and exports. American Economic Review, 100(2), 454-459. https://doi.org/10.1257/aer.100.2.454
  30. Karlsson, J. (2021). Temperature and exports: evidence from the United States. Environmental and Resource Economics, 80(2), 311-337. https://doi.org/10.1007/s10640-021-00587-5
  31. Khan, Z., Murshed, M., Dong, K., & Yang, S. (2021). The roles of export diversification and composite country risks in carbon emissions abatement: evidence from the signatories of the Regional Comprehensive Economic Partnership agreement. Applied Economics, 53(41), 4769-4787. https://doi.org/10.1080/00036846.2021.1907289
  32. Koenker, R., & Bassett Jr, G. (1978). Regression quantiles. Econometrica: Journal of the Econometric Society, 33-50. https://doi.org/10.2307/1913643
  33. Kostakis, I. (2021). The socioeconomic determinants of sustainable residential water consumption in Athens: empirical results from a micro-econometric analysis. Discover Sustainability, 2(1), 37. https://doi.org/10.1007/s43621-021-00047-6
  34. Lee, C. C., Yuan, Z., & Ho, S. J. (2022). How does export diversification affect income inequality? International evidence. Structural Change and Economic Dynamics, 63, 410–420. https://doi.org/10.1016/j.strueco.2022.06.010
  35. Leng, C., Wei, S. Y., Al-Abyadh, M. H. A., Halteh, K., Bauetdinov, M., Le, L. T., & Alzoubi, H. M. (2024). An empirical assessment of the effect of natural resources and financial technologies on sustainable development in resource abundant developing countries: Evidence using MMQR estimation. Resources Policy, 89, 104555. https://doi.org/10.1016/j.resourpol.2023.104555
  36. Li, C., Cong, J., & Yin, L. (2021). Extreme heat and exports: evidence from Chinese exporters. China Economic Review, 66, 101593. https://doi.org/10.1016/j.chieco.2021.101593
  37. Li, C., Xiang, X., & Gu, H. (2015). Climate shocks and international trade: Evidence from China. Economics Letters, 135, 55-57. https://doi.org/10.1016/j.econlet.2015.07.032
  38. Li, M., Ahmad, M., Fareed, Z., Hassan, T., & Kirikkaleli, D. (2021). Role of trade openness, export diversification, and renewable electricity output in realizing carbon neutrality dream of China. Journal of Environmental Management, 297, 113419. https://doi.org/10.1016/j.jenvman.2021.113419
  39. Liu, H., Kim, H., & Choe, J. (2019). Export diversification, CO 2 emissions and EKC: panel data analysis of 125 countries. Asia-Pacific Journal of Regional Science, 3, 361-393. https://doi.org/10.1007/s41685-018-0099-8
  40. Liu, H., Kim, H., Liang, S., & Kwon, O. S. (2018). Export diversification and ecological footprint: a comparative study on EKC theory among Korea, Japan, and China. Sustainability, 10(10), 3657. https://doi.org/10.3390/su10103657 Machado, J. A., & Silva, J. S. (2019). Quantiles via moments. Journal of Econometrics, 213(1), 145-173. https://doi.org/10.1016/j.jeconom.2019.04.009
  41. Mania, E. (2020). Export diversification and CO2 emissions: an augmented environmental Kuznets curve. Journal of International Development, 32(2), 168-185. https://doi.org/10.1002/jid.3441
  42. Papke, L. E., & Wooldridge, J. M. (1996). Econometric methods for fractional response variables with an application to 401(k) plan participation rates. Journal of Applied Econometrics, 11(6), 619-632. https://doi.org/10.1002/(SICI)1099-1255(199611)11:6 3.0.CO;2-1
  43. Pascasio, M. C., Takahashi, S., & Kotani, K. (2014). Effects of climate shocks to Philippine international trade. Economics & management series. EMS-2014–07.
  44. Pata, U. K., Shahzad, F., Fareed, Z., & Rehman, M. A. (2022). Revisiting the EKC hypothesis with export diversification and ecological footprint pressure index for India: a RALS-Fourier cointegration test. Frontiers in Environmental Science, 10, 886515. https://doi.org/10.3389/fenvs.2022.886515
  45. Ratnayake, R., Proksch, M., & Mikic, M. (2011). Climate-smart trade and investment in asia and the pacific-towards a triple-win outcome, United Nations Publications.
  46. Shahzad, U., Ferraz, D., Doğan, B., & do Nascimento Rebelatto, D. A. (2020). Export product diversification and CO2 emissions: Contextual evidences from developing and developed economies. Journal of Cleaner Production, 276, 124146. https://doi.org/10.1016/j.jclepro.2020.124146
  47. Shang, T., Samour, A., Abbas, J., Ali, M., & Tursoy, T. (2024). Impact of financial inclusion, economic growth, natural resource rents, and natural energy use on carbon emissions: the MMQR approach. Environment, Development and Sustainability, 1-31. https://doi.org/10.1007/s10668-024-04513-9
  48. Swathi. M., & Sridharan, P. (2022). Determinants of export diversification: Evidence from fractional logit estimation model. Foreign Trade Review, 57(2), 160-177. https://doi.org/10.1177/00157325211072922
  49. Ul-Haq, J., Visas, H., Can, M., & Khanum, S. (2023). How diversification of products impact emissions in China: a provincial perspective. Environmental Science and Pollution Research, 30(59), 124215-124231. https://doi.org/10.1007/s11356-023-31078-3
  50. UNCTAD. (2023). Handbook of statistics 2023. United Nations Publications.
  51. Uyar, S. G. K., & Karahan, Z. B. (2020). Genişletilmiş çevresel kuznets eğrisi modelinde içsellik problemi: Panel kantil araç değişken yaklaşımı. Ekonomi Politika ve Finans Araştırmaları Dergisi, 5(3), 773-804. https://doi.org/10.30784/epfad.727984
  52. Van den Wall Bake, K., Can, M., & Brusselaers, J. (2024). The Impact of Export Concentration on the Ecological Footprint in the European Union. Environmental Modeling & Assessment, 1-15. https://doi.org/10.1007/s10666-024-09984-8
  53. Waris, U., Mehmood, U., & Tariq, S. (2023). Analyzing the impacts of renewable energy, patents, and trade on carbon emissions—evidence from the novel method of MMQR. Environmental Science and Pollution Research, 30(58), 122625-122641. https://doi.org/10.1007/s11356-023-30991-x
  54. Yaşar, E. (2021). İhracat Çeşitlendirmesinin Belirleyicileri: Seçilmiş Ülkeler İçin Dinamik Panel Veri Analizi. Anemon Muş Alparslan Üniversitesi Sosyal Bilimler Dergisi, 9(4), 1039-1054. https://doi.org/10.18506/anemon.895060
  55. Zhang, J., & Li, H. (2023). Will temperature affect the export quality of firms? Evidence from China. International Journal of Climate Change Strategies and Management, 15(4), 493-514. https://doi.org/10.1108/IJCCSM-05-2022-0066
  56. Habib-ur-Rahman, M., Ahmad, A., Raza, A., Hasnain, M. U., Alharby, H. F., Alzahrani, Y. M.,. & El Sabagh, A. (2022). Impact of climate change on agricultural production; Issues, challenges, and opportunities in Asia. Frontiers in Plant Science, 13, 925548. https://doi.org/10.3389/fpls.2022.925548