Politická ekonomie X:X | DOI: 10.18267/j.polek.1509
Exploring the Impact of Export Diversification on Energy-Mix Diversification: Role of Institutional Quality, Foreign Direct Investments and Research & Development
- Muhammad Shahbaz, Department of International Trade and Finance School of Management and Economics, Beijing Institute of Technology, Beijing, China; Center for Sustainable Energy and Economic Development, Gulf University for Science and Technology, Hawally, Kuwait
- Cem Işik (corresponding author), Department of Economics, Faculty of Economics and Administrative Sciences; Anadolu University, Eskişehir, Turkey; University College, Korea University, Seoul, Republic of Korea; Baku Eurasian University, Economic Research Center (BAAU-ERC), Baku, Azerbaijan; Azerbaijan State University of Economics (UNEC), Clinic of Economics, Baku, Azerbaijan; Western Caspian University, Economic Research Center (WCERC), Baku, Azerbaijan; Advance Research Centre, European University of Lefke, Lefke, Northern Cyprus, Turkey
- Serdar Ongan, Department of Economics, University of South Florida, Tampa, USA
- Bekhzod Kuziboev, Department of Economics, Urgench State University, Urgench, Uzbekistan; School of Business, Central Asian University, Tashkent, Uzbekistan; Department of Trade, Tourism and Languages, Faculty of Economics, University of South Bohemia, Èeské Budìjovice, Czech Republic
This research investigates the effects of export diversification (henceforth, EXD) on energy mix diversification for 26 European Union (EU) countries. To achieve this aim, we employ the quantile regression model and GMM estimator for 1995-2020. The primary outcome of this study is to identify the complexity of such two crucial factors. At lower levels of diversification, EXD has a negative impact on energy mix diversification; however, this effect becomes positive at higher level diversification. This situation underscores the significance of considering this factor when formulating energy policies. Specifically, exploring strategies to increase EXD in countries with limited energy diversity may be necessary. On the other hand, promoting EXD in countries with abundant energy diversity can contribute to a more robust and sustainable energy sector. This finding emphasizes the necessity of adopting an integrated approach in developing and implementing energy and export policies. The quantile regression analysis using different quantiles (percentages) can ensure quantile-based customized policies and strategies between export and energy diversifications to the EU policymakers. Therefore, EU policymakers should consider creating and implementing foreign trade and energy policies in a coordinated manner.
Keywords: Energy diversification, export diversification, EU countries, panel quantile regression, GMM, low-high quantiles
Received: November 24, 2024; Revised: March 28, 2025; Accepted: April 28, 2025; Prepublished online: February 2, 2026
References
- Agosín Trumper, M. (2007). Export diversification and growth in emerging economies.
- Apergis, N. & Pinar, M. (2021). The role of party polarization in renewable energy consumption: Fresh evidence across the EU countries. Energy Policy, 157, 112518. https://doi.org/10.1016/j.enpol.2021.112518
Go to original source... - Arellano, M. and Bond, S.R. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. Review of Economic Studies 58(2), 277-297.
Go to original source... - Bai, Y., Hassan, A., Niu, X., & Nassani, A. A. (2025). How Renewable Energy, Environmental Policy Stringency, Trade Diversification Index, Impact Environmental Sustainability in G-7 Nations. In Natural Resources Forum. Oxford, UK: Blackwell Publishing Ltd.
Go to original source... - Bashir, M. A., Sheng, B., Doğan, B., Sarwar, S. & Shahzad U. (2020). Export product diversification and energy efficiency: empirical evidence from OECD countries. Structural Change and Economic Dynamics, 55, 232-243. https://doi.org/10.1016/j.strueco.2020.09.002
Go to original source... - Brodny, J., & Tutak, M. (2022). Analysis of the efficiency and structure of energy consumption in the industrial sector in the European Union countries between 1995 and 2019. Science of The Total Environment, 808, 152052.
Go to original source... - Caetano, R. V., Marques, A. C., Afonso, T. L., & Vieira, I. (2022). A sectoral analysis of the role of Foreign Direct Investment in pollution and energy transition in OECD countries. Journal of Environmental Management, 302, 114018.
Go to original source... - Churchill, S.A., Inekwe, J. & Ivanovski, K. (2021). R&D expenditure and energy consumption in OECD nations. Energy Economics 100: 105376
Go to original source... - De Rosa, M., Gainsford, K., Pallonetto, F., & Finn, D. P. (2022). Diversification, concentration and renewability of the energy supply in the European Union. Energy, 253, 124097.
Go to original source... - Doğan B, Driha O.M, Balsalobre Lorente D, & Shahzad U. (2021). The mitigating effects of economic complexity and renewable energy on carbon emissions in developed countries. Sustain Dev 29(1):1-12
Go to original source... - Doğan, B., Diogo, F., Monika, G., Huynh, D., Luu, T. & Irum, S. (2022). Exploring the effects of import diversification on energy efficiency: Evidence from the OECD economies. Renewable Energy, 189(C), 639-650.
Go to original source... - Elfarra, B., Yasmeen, R., & Shah, W. U. H. (2024). The impact of energy security, energy mix, technological advancement, trade openness, and political stability on energy efficiency: Evidence from Arab countries. Energy, 295, 130963.
Go to original source... - Gasser, M., Pezzutto, S., Sparber, W., & Wilczynski, E. (2022). Public research and development funding for renewable energy technologies in Europe: a cross-country analysis. Sustainability, 14(9), 5557.
Go to original source... - Herfindahl, O. C. (1950). Concentration in the steel industry. Thesis Ph.D., Columbia University, USA.
- Hesse, H. (2009). Export diversification and economic growth. Breaking into new markets: emerging lessons for export diversification, 2009, 55-80.
Go to original source... - Hirschman, A. O. (1945). National power and the structure of foreign trade. USA: University of California Press.
Go to original source... - Hoang, D.P., Chu, L.K., To, T.T., & Le, H.T. (2024). How diversification in energy and economic sectors influences environmental quality: International evidence. Energy Policy, 195, 114347.
Go to original source... - International Energy Agency (IEA). (2019). Global Energy Review. https://www.iea.org/reports/global-energy-review-2019
- 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? J Environ Manage 291:112648. https://doi.org/10.1016/j.jenvman.2021.112648
Go to original source... - Işik, C., Ongan, S., Islam, H., & Segota, T. (2025a). Exploring the commitment to Sustainable Development Goals (SDGs)-the renewable energy and tourism demand nexus. Tourism Economics, https://doi.org/10.1177/13548166251320691
Go to original source... - Işik, C., Yan, J. and Ongan, S. (2025b). Energy intensity, supply chain digitization, technological progress bias in China's industrial sectors. Energy Economics, https://doi.org/10.1016/j.eneco.2025.108442
Go to original source... - Işik, C. et al., (2024a). Renewable energy, climate policy uncertainty, industrial production, domestic exports/re-exports, and CO2 emissions in the USA: a SVAR approach. Gondwana Res. https://doi.org/10.1016/j.gr.2023.08.019
Go to original source... - Işik, C., Ongan, S., Islam, H., Balsalobre-Lorente, D., & Sharif, A. (2024b). ECON-ESG factors on energy efficiency: Fostering sustainable development in ECON-growth-paradox countries. Gondwana Research. https://doi.org/10.1016/j.gr.2024.07.020
Go to original source... - Işik, C., Ongan, S., Islam, H., Sharif, A., & Balsalobre-Lorente, D. (2024c). Evaluating the effects of ECON-ESG on load capacity factor in G7 countries. Journal of Environmental Management, 360, 121177. https://doi.org/10.1016/j.jenvman.2024.121177https://doi.org/10.10 16/j.jenvman.2024.123405
Go to original source... - Işik, C. et al., (2024d). The volatility of global energy uncertainty: renewable alternatives. Energy, 131250. https://doi.org/10.1016/j.energy.2024.131250
Go to original source... - 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.
Go to original source... - Kiliçarslan, Z., & Dumrul, Y. (2022). The Relationship Between Export Diversification and Energy Demand: An Empirical Analysis Of BRICS-T Countries. ISPEC International Journal of Social Sciences & Humanities, 6(2), 314-325. https://doi.org/10.5281/zenodo.7375803
Go to original source... - Klinger, B., & Lederman, D. (2011). Export discoveries, diversification and barriers to entry. Economic Systems, 35(1), 64-83.
Go to original source... - Klinger, B., & Lederman, D. (2009). Diversification, innovation, and imitation of the global technological frontier. Breaking Into New Markets: Emerging Lessons for Export Diversification, 101-10.
- Knutsson, P. and P. Ibarlucea Flores (2022), Trends, investor types and drivers of renewable
- energy FDI", OECD Working Papers on International Investment, No. 2022/02, OECD Publishing, Paris, https://doi.org/10.1787/4390289d-en.
Go to original source... - Lederman, D., & Klinger, B. (2004). Discovery and Development: An Empirical Exploration of 'New'Products. Policy Research Working Paper, 3450.
- Lee, C, C., & Ho, S.J. (2022). Impacts of export diversification on energy intensity, renewable energy, and waste energy in 121 countries: Do environmental regulations matter? Renewable Energy 199: 1510-1522.
Go to original source... - 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.
Go to original source... - Linder, S. B. (1961). An Essay in Trade and Transformation, New York: Wiley.
- Magazzino, C. & Lorenzo, G. (2021). The relationship among railway networks, energy consumption, and real added value in Italy. Evidence form ARDL and Wavelet analysis, Research in Transportation Economics, 90, https://doi.org/10.1016/j.retrec.2021.101126.
Go to original source... - Ohlin, B. (1933). Interregional and International Trade, Cambridge, MA: Harvard University Press.
- Ongan, S., Gocer, I., & Işik, C. (2025). Introducing the New ESG-Based Sustainability Uncertainty Index (ESGUI). Sustainable Development. https://doi.org/10.1002/sd.3351
Go to original source... - Radulescu, D., and Sulger, P. (2022). Interdependencies between countries in the provision of energy. Energy Economics 107: 105799.
Go to original source... - Ricardo, D. (1817), Principles of Political Economy and Taxation, J. Murray, London
- Rokicki, T., & Perkowska, A. (2021). Diversity and changes in the energy balance in EU countries. Energies, 14(4), 1098.
Go to original source... - Shahbaz, M. (2024). Economic globalization-energy diversification nexus and implications for environmental management in China. Journal of Environmental Management, 360, 121174.
Go to original source... - Shahbaz, M., Topcu, B. A., Sarigül, S. S., & Vo, X. V. (2021). The effect of financial development on renewable energy demand: The case of developing countries. Renewable Energy, 178, 1370-1380.
Go to original source... - Shahbaz, M.; Gozgor, G.; & Hammoudeh, S. (2019). Human capital and export diversification as new determinants of energy demand in the United States. Energy Econ., 78, 335-349.
Go to original source... - Shahzad, U., Doğan, B., Sinha, A., & Fareed, Z. (2021). Does Export product diversification help to reduce energy demand: Exploring the contextual evidences from the newly industrialized countries. Energy, 214, 118881. https://doi.org/10.1016/j.energy.2020.118881.
Go to original source... - Shi, J., Visas, H., Ul-Haq, J., Abbas, S., & Khanum, S. (2023). Investigating the impact of export product diversification on environmental degradation: evidence from Chinese Provinces. Environment, Development and Sustainability, 25(10), 11455-11486.
Go to original source... - Sovacool, B. K., S. Dhakal, O. Gippner and M. J. & Bambawale. (2011). Halting Hydro: A Reviewof the Socio-Technical Barriers to Hydroelectric Power Plants in Nepal, Energy; 36(5): 3468-76.
Go to original source... - Sun, Y., Pal, S., Mahalik, M. K., Gozgor, G., & Lau, C. K. M. (2024). Predicting energy source diversification in emerging Asia: The role of global supply chain pressure. Energy Economics, 136, 107735.
Go to original source... - Sun, H., Edziah, B.K., Sun, C., & Kporsu, A. K. (2022). Institutional quality and its spatial spillover effects on energy efficiency, Socio-Economic Planning Sciences, Elsevier, 83(C).
Go to original source... - Triguero-Ruiz, F., Avila-Cano, A., Trujillo Aranda, F. (2023). Measuring the diversification of energy sources: The energy mix. Renewable Energy, 216, 119096. https://doi.org/10.1016/j.renene.2023.119096
Go to original source... - Uzar, U. (2020). Political economy of renewable energy: Does institutional quality make a difference in renewable energy consumption? Renewable Energy 155: 591-603.
Go to original source... - Wang, E., Gozgor, G., Mahalik M.K., Patel, G., & Hun, G. (2022). Effects of institutional quality and political risk on renewable energy consumption in the OECD countries. Research Policy 79: 103041.
Go to original source... - Wong, S.L., Chia, W.M., & Chang, Y. (2013). Energy consumption and energy R&D in OECD: Perspectives from oil prices and economic growth. Energy Policy 62, 1581-1590.
Go to original source... - World Bank. (2019). World Development Report: Trading for Development in the Age of Global Value Chains. https://www.worldbank.org/en/publication/wdr2020
- Zeeshan, M., Han, J., Rehman, A., Bilal, H., Farooq, N., Waseem, M., ... & Ahmad, I. (2021). Nexus between foreign direct investment, energy consumption, natural resource, and economic growth in Latin American countries. International Journal of Energy Economics and Policy, 11(1), 407-416.
Go to original source...
This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (CC BY NC ND 4.0), which permits non-comercial use, distribution, and reproduction in any medium, provided the original publication is properly cited. No use, distribution or reproduction is permitted which does not comply with these terms.
