Araştırma Makalesi
BibTex RIS Kaynak Göster

Makroekonomik ve Kurumsal Faktörlerin Enerji Belirsizliği Üzerindeki Eşitsiz Etkileri: Bir Kantil Regresyon Perspektifi

Yıl 2025, Cilt: 13 Sayı: Özel Sayı, 110 - 123, 31.12.2025
https://doi.org/10.52122/nisantasisbd.1809965
https://izlik.org/JA43XF46CH

Öz

Bu çalışma G-20 ülkelerinde enerji kaynaklı belirsizliği etkileyen faktörleri analiz etmektedir. Bu doğrultuda yeşil teknoloji, ekonomik büyüme (GDP), yeşil enerji arzı, küreselleşme, hükümet etkinliği ve özel sektöre sağlanan yerel krediler bağımsız değişkenler olarak modele dahil edilmiştir. Çalışmanın analiz dönemi 2000-2022 yıllarını kapsamaktadır. Ampirik analizde MMQRG (Method of Moments Quantile Regression) tahmincisi kullanılmıştır. Elde edilen bulgulara göre, ekonomik büyüme tüm kantillerde enerji belirsizliğini istatistiksel olarak anlamlı ve pozitif yönde etkilerken, yeşil teknoloji yalnızca 0.50 kantiline kadar istatistiksel olarak anlamlı bulunmuş ve bu etkinin negatif yönlü olduğu görülmüştür. Ayrıca, hükümet etkinliği 0.30 kantilinden itibaren anlamlı hale gelmiş ve enerji belirsizliği üzerinde azaltıcı bir etki yaratmıştır. Diğer bağımsız değişkenlerin ise tüm kantillerde istatistiksel olarak anlamlı bir etkisi gözlenmemiştir. Bu sonuçlar, enerji belirsizliğinin nedenlerinin kantiller arasında farklılaştığını ortaya koymakta; dolayısıyla ülkelerin gelişmişlik düzeyine ve kurumsal kapasitelerine bağlı olarak politika etkilerinin değişebileceğini göstermektedir. Politika yapıcılara, özellikle ekonomik büyüme süreçlerinin yol açtığı belirsizlikleri azaltmak için yeşil teknoloji yatırımlarını teşvik etmeleri ve kurumsal etkinliği güçlendirmeleri önerilmektedir.

Kaynakça

  • Apergis, N. ve Payne, J. E. (2010). Energy consumption and economic growth: Evidence from the Commonwealth of Independent States. Energy Economics, 32(6), 1374–1380. https://doi.org/10.1016/j.eneco.2010.04.001
  • Bozkaya, Ş. (2023). G-7 Ülkelerinde Enerji Tüketimi ve Enerji Verimliği İlişkisi: Jevons Paradoksu, Pamukkale Sosyal Bilimler Enstitüsü Dergisi, Sayı 55, Denizli, ss. 303-314.
  • Chen, Q. (2025). Energy policy uncertainty, financial development and public-private investment in BRIC nations. Finance Research Letters, 71, 106417.
  • Chiu, Y. B. ve Lee, C. C. (2020). Effects of financial development on energy consumption: The role of country risks. Energy Economics, 90, 104833.
  • Dai, J., Farooq, U. ve Alam, M. M. (2025). Navigating energy policy uncertainty: Effects on fossil fuel and renewable energy consumption in G7 economies. International Journal of Green Energy, 22(2), 239-252.
  • Dang, T. H. N., Nguyen, C. P., Lee, G. S., Nguyen, B. Q. ve Le, T. T. (2023). Measuring the energy-related uncertainty index. Energy Economics, 124, 106817.
  • Dao, N. B., Dogan, B., Ghosh, S., Kazemzadeh, E. ve Radulescu, M. (2024). Toward sustainable ecology: how do environmental technologies, green financial policies, energy uncertainties, and natural resources rents matter?. Clean Technologies and Environmental Policy, 1-19.
  • Dou, J., Li, K., Qin, M. ve Albu, L. L. (2025). Towards energy security: Could renewable energy endure uncertainties in the energy market?. Economic Analysis and Policy, 86, 461-474.
  • Dreher, A. (2006). Does globalization affect growth? Evidence from a new index of globalization. Applied Economics, 38(10), 1091–1110. https://doi.org/10.1080/00036840500392078.
  • Duran, M. S., Bozkaya, Ş., Onifade, S. T. ve Kaya, M. G. (2022). Nuclear Energy Consumption and Economic Growth Nexus: A System GMM Analysis on 27 Nuclear Energy Consuming Countries Across the Globe, Environmental Science and Pollution Research, https://doi.org/10.1007/s11356-022-22951-8.
  • Ember energy (2025). https://ember-energy.org/countries-and-regions/g20/. Erişim Tarihi: 13 Mayıs 2025 Gielen, D., Boshell, F., Saygin, D., Bazilian, M. D., Wagner, N. ve Gorini, R. (2019). The role of renewable energy in the global energy transformation. Energy Strategy Reviews, 24, 38–50. https://doi.org/10.1016/j.esr.2019.01.006
  • International Energy Agency (IEA). (2020). Energy Technology Perspectives 2020. Paris: IEA. https://www.iea.org/reports/energy-technology-perspectives-2020. Erişim Tarihi: 10 Mayıs 2025
  • International Renewable Energy Agency (IRENA). (2021). World Energy Transitions Outlook: 1.5°C Pathway. Abu Dhabi: IRENA. https://www.irena.org/publications. Erişim Tarihi: 10 Mayıs 2025
  • Işık, C., Kuziboev, B., Ongan, S., Saidmamatov, O., Mirkhoshimova, M. ve Rajabov, A. (2024). The volatility of global energy uncertainty: Renewable alternatives. Energy, 297, 131250.
  • Jansen, J. C. ve Van Der Welle, A. J. (2011). Institutional conditions for sustainable energy policy implementation. Energy Policy, 39(5), 2480–2489. https://doi.org/10.1016/j.enpol.2011.01.064.
  • Kaufmann, D., Kraay, A. ve Mastruzzi, M. (2009). Governance Matters VIII: Aggregate and Individual Governance Indicators 1996–2008. World Bank Policy Research Working Paper No. 4978. https://doi.org/10.1596/1813-9450-4978.
  • Koengkan, M., Poveda, Y. E. ve Fuinhas, J. A. (2020). Globalisation as a motor of renewable energy development in Latin America countries. GeoJournal, 85(6), 1591-1602.
  • Koenker, R. ve Bassett, G. (1978). Regression Quantiles. Econometrica, 46(1), 33-50.
  • Koenker, R. ve Hallock, K. F. (2001). Quantile Regression. Journal of Economic Perspectives, 15(4), 143-156.
  • Lyulyov, O., Pimonenko, T., Kwilinski, A. ve Us, Y. (2021). The heterogeneous effect of democracy, economic and political globalisation on renewable energy. In E3S Web of Conferences (Vol. 250, p. 03006). EDP Sciences.
  • Ma, X. ve Fu, Q. (2020). The influence of financial development on energy consumption: worldwide evidence. International journal of environmental research and public health, 17(4), 1428.
  • Olanipekun, I. O., Ozkan, O. ve Olasehinde-Williams, G. (2023). Is renewable energy use lowering resource-related uncertainties?. Energy, 271, 126949.
  • Riaz, A., Ullah, Z. ve Hashmi, S. H. (2025). A temporal exploration of resilience of renewable energy consumption to the energy-related uncertainty shocks in the US. Journal of Cleaner Production, 144946.
  • Sadorsky, P. (2006). Energy consumption, output and economic growth in South America. Energy Economics, 28(1), 88–90. https://doi.org/10.1016/j.eneco.2005.08.003.
  • Sadorsky, P. (2011). Financial development and energy consumption in Central and Eastern European frontier economies. Energy Policy, 39(2), 999–1006. https://doi.org/10.1016/j.enpol.2010.11.034.
  • Saliba, C. (2024). Do the Energy-Related Uncertainties Stimulate Renewable Energy Demand in Developed Economies? Fresh Evidence from the Role of Environmental Policy Stringency and Global Economic Policy Uncertainty. Energies, 17(18), 4746.
  • Yasmeen, R. ve Shah, W. U. H. (2024). Energy uncertainty, geopolitical conflict, and militarization matters for renewable and non-renewable energy development: perspectives from G7 economies. Energy, 306, 132480.
  • Yilanci, V., Ursavaş, U. ve Yasin, I. (2025). Uncertainty and diversification: Analyzing the impact of energy-related and climate policy uncertainties on environmental degradation in the United States. Gondwana Research, 141, 149-163.
  • Zhang, Q. Y., Best, R. ve Chareunsy, A. (2023). The impact of globalisation and education in promoting policies for renewables and energy efficiency. Journal of Cleaner Production, 421, 138559.
  • Zhang, X. ve Guo, Q. (2024). How useful are energy-related uncertainty for oil price volatility forecasting?. Finance Research Letters, 60, 104953.

THE UNEQUAL EFFECTS OF MACROECONOMIC AND INSTITUTIONAL FACTORS ON ENERGY UNCERTAINTY: A QUANTILE REGRESSION PERSPECTIVE

Yıl 2025, Cilt: 13 Sayı: Özel Sayı, 110 - 123, 31.12.2025
https://doi.org/10.52122/nisantasisbd.1809965
https://izlik.org/JA43XF46CH

Öz

This study analyzes the determinants of energy-related uncertainty in G-20 countries. To this end, green technology, economic growth (GDP), green energy supply, globalization, government effectiveness and domestic credit to the private sector are included in the model as independent variables. The analysis period of the study covers the years 2000-2022. MMQRG (Method of Moments Quantile Regression) estimator is used in the empirical analysis. According to the findings, economic growth has a statistically significant and positive effect on energy uncertainty in all quantiles, while green technology is statistically significant only up to quantile 0.50 and this effect is negative. Moreover, government efficiency becomes significant from quantile 0.30 onwards and has a dampening effect on energy uncertainty. The other independent variables did not have a statistically significant effect in all quantiles. These results reveal that the causes of energy uncertainty differ across quantiles; hence, policy effects may vary depending on the level of development and institutional capacities of countries. Policy makers are advised to encourage green technology investments and strengthen institutional effectiveness, especially to reduce uncertainties caused by economic growth processes.

Kaynakça

  • Apergis, N. ve Payne, J. E. (2010). Energy consumption and economic growth: Evidence from the Commonwealth of Independent States. Energy Economics, 32(6), 1374–1380. https://doi.org/10.1016/j.eneco.2010.04.001
  • Bozkaya, Ş. (2023). G-7 Ülkelerinde Enerji Tüketimi ve Enerji Verimliği İlişkisi: Jevons Paradoksu, Pamukkale Sosyal Bilimler Enstitüsü Dergisi, Sayı 55, Denizli, ss. 303-314.
  • Chen, Q. (2025). Energy policy uncertainty, financial development and public-private investment in BRIC nations. Finance Research Letters, 71, 106417.
  • Chiu, Y. B. ve Lee, C. C. (2020). Effects of financial development on energy consumption: The role of country risks. Energy Economics, 90, 104833.
  • Dai, J., Farooq, U. ve Alam, M. M. (2025). Navigating energy policy uncertainty: Effects on fossil fuel and renewable energy consumption in G7 economies. International Journal of Green Energy, 22(2), 239-252.
  • Dang, T. H. N., Nguyen, C. P., Lee, G. S., Nguyen, B. Q. ve Le, T. T. (2023). Measuring the energy-related uncertainty index. Energy Economics, 124, 106817.
  • Dao, N. B., Dogan, B., Ghosh, S., Kazemzadeh, E. ve Radulescu, M. (2024). Toward sustainable ecology: how do environmental technologies, green financial policies, energy uncertainties, and natural resources rents matter?. Clean Technologies and Environmental Policy, 1-19.
  • Dou, J., Li, K., Qin, M. ve Albu, L. L. (2025). Towards energy security: Could renewable energy endure uncertainties in the energy market?. Economic Analysis and Policy, 86, 461-474.
  • Dreher, A. (2006). Does globalization affect growth? Evidence from a new index of globalization. Applied Economics, 38(10), 1091–1110. https://doi.org/10.1080/00036840500392078.
  • Duran, M. S., Bozkaya, Ş., Onifade, S. T. ve Kaya, M. G. (2022). Nuclear Energy Consumption and Economic Growth Nexus: A System GMM Analysis on 27 Nuclear Energy Consuming Countries Across the Globe, Environmental Science and Pollution Research, https://doi.org/10.1007/s11356-022-22951-8.
  • Ember energy (2025). https://ember-energy.org/countries-and-regions/g20/. Erişim Tarihi: 13 Mayıs 2025 Gielen, D., Boshell, F., Saygin, D., Bazilian, M. D., Wagner, N. ve Gorini, R. (2019). The role of renewable energy in the global energy transformation. Energy Strategy Reviews, 24, 38–50. https://doi.org/10.1016/j.esr.2019.01.006
  • International Energy Agency (IEA). (2020). Energy Technology Perspectives 2020. Paris: IEA. https://www.iea.org/reports/energy-technology-perspectives-2020. Erişim Tarihi: 10 Mayıs 2025
  • International Renewable Energy Agency (IRENA). (2021). World Energy Transitions Outlook: 1.5°C Pathway. Abu Dhabi: IRENA. https://www.irena.org/publications. Erişim Tarihi: 10 Mayıs 2025
  • Işık, C., Kuziboev, B., Ongan, S., Saidmamatov, O., Mirkhoshimova, M. ve Rajabov, A. (2024). The volatility of global energy uncertainty: Renewable alternatives. Energy, 297, 131250.
  • Jansen, J. C. ve Van Der Welle, A. J. (2011). Institutional conditions for sustainable energy policy implementation. Energy Policy, 39(5), 2480–2489. https://doi.org/10.1016/j.enpol.2011.01.064.
  • Kaufmann, D., Kraay, A. ve Mastruzzi, M. (2009). Governance Matters VIII: Aggregate and Individual Governance Indicators 1996–2008. World Bank Policy Research Working Paper No. 4978. https://doi.org/10.1596/1813-9450-4978.
  • Koengkan, M., Poveda, Y. E. ve Fuinhas, J. A. (2020). Globalisation as a motor of renewable energy development in Latin America countries. GeoJournal, 85(6), 1591-1602.
  • Koenker, R. ve Bassett, G. (1978). Regression Quantiles. Econometrica, 46(1), 33-50.
  • Koenker, R. ve Hallock, K. F. (2001). Quantile Regression. Journal of Economic Perspectives, 15(4), 143-156.
  • Lyulyov, O., Pimonenko, T., Kwilinski, A. ve Us, Y. (2021). The heterogeneous effect of democracy, economic and political globalisation on renewable energy. In E3S Web of Conferences (Vol. 250, p. 03006). EDP Sciences.
  • Ma, X. ve Fu, Q. (2020). The influence of financial development on energy consumption: worldwide evidence. International journal of environmental research and public health, 17(4), 1428.
  • Olanipekun, I. O., Ozkan, O. ve Olasehinde-Williams, G. (2023). Is renewable energy use lowering resource-related uncertainties?. Energy, 271, 126949.
  • Riaz, A., Ullah, Z. ve Hashmi, S. H. (2025). A temporal exploration of resilience of renewable energy consumption to the energy-related uncertainty shocks in the US. Journal of Cleaner Production, 144946.
  • Sadorsky, P. (2006). Energy consumption, output and economic growth in South America. Energy Economics, 28(1), 88–90. https://doi.org/10.1016/j.eneco.2005.08.003.
  • Sadorsky, P. (2011). Financial development and energy consumption in Central and Eastern European frontier economies. Energy Policy, 39(2), 999–1006. https://doi.org/10.1016/j.enpol.2010.11.034.
  • Saliba, C. (2024). Do the Energy-Related Uncertainties Stimulate Renewable Energy Demand in Developed Economies? Fresh Evidence from the Role of Environmental Policy Stringency and Global Economic Policy Uncertainty. Energies, 17(18), 4746.
  • Yasmeen, R. ve Shah, W. U. H. (2024). Energy uncertainty, geopolitical conflict, and militarization matters for renewable and non-renewable energy development: perspectives from G7 economies. Energy, 306, 132480.
  • Yilanci, V., Ursavaş, U. ve Yasin, I. (2025). Uncertainty and diversification: Analyzing the impact of energy-related and climate policy uncertainties on environmental degradation in the United States. Gondwana Research, 141, 149-163.
  • Zhang, Q. Y., Best, R. ve Chareunsy, A. (2023). The impact of globalisation and education in promoting policies for renewables and energy efficiency. Journal of Cleaner Production, 421, 138559.
  • Zhang, X. ve Guo, Q. (2024). How useful are energy-related uncertainty for oil price volatility forecasting?. Finance Research Letters, 60, 104953.

Yıl 2025, Cilt: 13 Sayı: Özel Sayı, 110 - 123, 31.12.2025
https://doi.org/10.52122/nisantasisbd.1809965
https://izlik.org/JA43XF46CH

Öz

Kaynakça

  • Apergis, N. ve Payne, J. E. (2010). Energy consumption and economic growth: Evidence from the Commonwealth of Independent States. Energy Economics, 32(6), 1374–1380. https://doi.org/10.1016/j.eneco.2010.04.001
  • Bozkaya, Ş. (2023). G-7 Ülkelerinde Enerji Tüketimi ve Enerji Verimliği İlişkisi: Jevons Paradoksu, Pamukkale Sosyal Bilimler Enstitüsü Dergisi, Sayı 55, Denizli, ss. 303-314.
  • Chen, Q. (2025). Energy policy uncertainty, financial development and public-private investment in BRIC nations. Finance Research Letters, 71, 106417.
  • Chiu, Y. B. ve Lee, C. C. (2020). Effects of financial development on energy consumption: The role of country risks. Energy Economics, 90, 104833.
  • Dai, J., Farooq, U. ve Alam, M. M. (2025). Navigating energy policy uncertainty: Effects on fossil fuel and renewable energy consumption in G7 economies. International Journal of Green Energy, 22(2), 239-252.
  • Dang, T. H. N., Nguyen, C. P., Lee, G. S., Nguyen, B. Q. ve Le, T. T. (2023). Measuring the energy-related uncertainty index. Energy Economics, 124, 106817.
  • Dao, N. B., Dogan, B., Ghosh, S., Kazemzadeh, E. ve Radulescu, M. (2024). Toward sustainable ecology: how do environmental technologies, green financial policies, energy uncertainties, and natural resources rents matter?. Clean Technologies and Environmental Policy, 1-19.
  • Dou, J., Li, K., Qin, M. ve Albu, L. L. (2025). Towards energy security: Could renewable energy endure uncertainties in the energy market?. Economic Analysis and Policy, 86, 461-474.
  • Dreher, A. (2006). Does globalization affect growth? Evidence from a new index of globalization. Applied Economics, 38(10), 1091–1110. https://doi.org/10.1080/00036840500392078.
  • Duran, M. S., Bozkaya, Ş., Onifade, S. T. ve Kaya, M. G. (2022). Nuclear Energy Consumption and Economic Growth Nexus: A System GMM Analysis on 27 Nuclear Energy Consuming Countries Across the Globe, Environmental Science and Pollution Research, https://doi.org/10.1007/s11356-022-22951-8.
  • Ember energy (2025). https://ember-energy.org/countries-and-regions/g20/. Erişim Tarihi: 13 Mayıs 2025 Gielen, D., Boshell, F., Saygin, D., Bazilian, M. D., Wagner, N. ve Gorini, R. (2019). The role of renewable energy in the global energy transformation. Energy Strategy Reviews, 24, 38–50. https://doi.org/10.1016/j.esr.2019.01.006
  • International Energy Agency (IEA). (2020). Energy Technology Perspectives 2020. Paris: IEA. https://www.iea.org/reports/energy-technology-perspectives-2020. Erişim Tarihi: 10 Mayıs 2025
  • International Renewable Energy Agency (IRENA). (2021). World Energy Transitions Outlook: 1.5°C Pathway. Abu Dhabi: IRENA. https://www.irena.org/publications. Erişim Tarihi: 10 Mayıs 2025
  • Işık, C., Kuziboev, B., Ongan, S., Saidmamatov, O., Mirkhoshimova, M. ve Rajabov, A. (2024). The volatility of global energy uncertainty: Renewable alternatives. Energy, 297, 131250.
  • Jansen, J. C. ve Van Der Welle, A. J. (2011). Institutional conditions for sustainable energy policy implementation. Energy Policy, 39(5), 2480–2489. https://doi.org/10.1016/j.enpol.2011.01.064.
  • Kaufmann, D., Kraay, A. ve Mastruzzi, M. (2009). Governance Matters VIII: Aggregate and Individual Governance Indicators 1996–2008. World Bank Policy Research Working Paper No. 4978. https://doi.org/10.1596/1813-9450-4978.
  • Koengkan, M., Poveda, Y. E. ve Fuinhas, J. A. (2020). Globalisation as a motor of renewable energy development in Latin America countries. GeoJournal, 85(6), 1591-1602.
  • Koenker, R. ve Bassett, G. (1978). Regression Quantiles. Econometrica, 46(1), 33-50.
  • Koenker, R. ve Hallock, K. F. (2001). Quantile Regression. Journal of Economic Perspectives, 15(4), 143-156.
  • Lyulyov, O., Pimonenko, T., Kwilinski, A. ve Us, Y. (2021). The heterogeneous effect of democracy, economic and political globalisation on renewable energy. In E3S Web of Conferences (Vol. 250, p. 03006). EDP Sciences.
  • Ma, X. ve Fu, Q. (2020). The influence of financial development on energy consumption: worldwide evidence. International journal of environmental research and public health, 17(4), 1428.
  • Olanipekun, I. O., Ozkan, O. ve Olasehinde-Williams, G. (2023). Is renewable energy use lowering resource-related uncertainties?. Energy, 271, 126949.
  • Riaz, A., Ullah, Z. ve Hashmi, S. H. (2025). A temporal exploration of resilience of renewable energy consumption to the energy-related uncertainty shocks in the US. Journal of Cleaner Production, 144946.
  • Sadorsky, P. (2006). Energy consumption, output and economic growth in South America. Energy Economics, 28(1), 88–90. https://doi.org/10.1016/j.eneco.2005.08.003.
  • Sadorsky, P. (2011). Financial development and energy consumption in Central and Eastern European frontier economies. Energy Policy, 39(2), 999–1006. https://doi.org/10.1016/j.enpol.2010.11.034.
  • Saliba, C. (2024). Do the Energy-Related Uncertainties Stimulate Renewable Energy Demand in Developed Economies? Fresh Evidence from the Role of Environmental Policy Stringency and Global Economic Policy Uncertainty. Energies, 17(18), 4746.
  • Yasmeen, R. ve Shah, W. U. H. (2024). Energy uncertainty, geopolitical conflict, and militarization matters for renewable and non-renewable energy development: perspectives from G7 economies. Energy, 306, 132480.
  • Yilanci, V., Ursavaş, U. ve Yasin, I. (2025). Uncertainty and diversification: Analyzing the impact of energy-related and climate policy uncertainties on environmental degradation in the United States. Gondwana Research, 141, 149-163.
  • Zhang, Q. Y., Best, R. ve Chareunsy, A. (2023). The impact of globalisation and education in promoting policies for renewables and energy efficiency. Journal of Cleaner Production, 421, 138559.
  • Zhang, X. ve Guo, Q. (2024). How useful are energy-related uncertainty for oil price volatility forecasting?. Finance Research Letters, 60, 104953.
Toplam 30 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Konular Ekonometrik ve İstatistiksel Yöntemler, Panel Veri Analizi , Kalkınma Ekonomisi - Makro
Bölüm Araştırma Makalesi
Yazarlar

Şeyma Bozkaya 0000-0001-8589-6608

Mahmut Sami Duran 0000-0003-3125-2596

Gönderilme Tarihi 24 Ekim 2025
Kabul Tarihi 27 Aralık 2025
Yayımlanma Tarihi 31 Aralık 2025
DOI https://doi.org/10.52122/nisantasisbd.1809965
IZ https://izlik.org/JA43XF46CH
Yayımlandığı Sayı Yıl 2025 Cilt: 13 Sayı: Özel Sayı

Kaynak Göster

APA Bozkaya, Ş., & Duran, M. S. (2025). Makroekonomik ve Kurumsal Faktörlerin Enerji Belirsizliği Üzerindeki Eşitsiz Etkileri: Bir Kantil Regresyon Perspektifi. Nişantaşı Üniversitesi Sosyal Bilimler Dergisi, 13(Özel Sayı), 110-123. https://doi.org/10.52122/nisantasisbd.1809965

Nişantaşı Üniversitesi kurumsal yayınıdır.