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The role of digitalization, renewable energy supply and economic growth in environmental quality: evidence from OECD countries on the axis of sustainable development

Yıl 2025, Sayı: 70, 31 - 36, 30.04.2025
https://doi.org/10.18070/erciyesiibd.1517825

Öz

Investments in renewable energy sources are considered having an important place in achieving sustainable development goals. The impact of renewable energy on environmental quality is at the center of researchers’ attention. In addition, the development of Industry 4.0 and the philosophy of Society 5.0 have brought a different dimension to digitalization and technological advances. With the impact of these developments that trigger regional and global competition, the connection of digitalization and economic growth, which is a prominent factor in this process, with environmental quality, has become a matter of curiosity. This research aims to reveal the role of digitalization, renewable energy supply and economic growth in environmental quality. In this study, 38 OECD countries and the 2005-2020 period is taken as a basis. Dumitrescu & Hurlin (2012) panel causality analysis has been used as a method in the study and a heterogeneous VAR model has been estimated. The findings from the panel causality analysis reveal that there is a causal relationship between digitalization, renewable energy supply and economic growth variables and environmental quality. Panel VAR model results also show that digitalization is significant in 4 countries, renewable energy supply is significant in 10 countries and growth is significant in 11 countries in explaining environmental quality. The findings of this study reveal that policymakers must prioritize digitalization and renewable energy in the process of protecting and improving environmental quality.

Etik Beyan

Ethics committee approval is not required for this study.

Destekleyen Kurum

-

Proje Numarası

-

Teşekkür

-

Kaynakça

  • Adebayo, T. S., Meo, M. S., Eweade, B. S., & Özkan, O. (2024). Analyzing the Effects of Solar Energy Innovations, Digitalization, and Economic Globalization on Environmental Quality in the United States. Clean Technologies and Environmental Policy. https://doi.org/10.1007/s10098-024-02831-0
  • Ağazade, S., & Karakaya, A. (2019). Finansal Gelişme ve Ekonomik Büyüme: OECD Ülkeleri Örneğinde Panel Nedensellik Analizi (Financial Development and Economic Growth: A Panel Causality Analysis For OECD Countries). Journal of Mehmet Akif Ersoy University Economics and Administrative Sciences Faculty, 6(2): 471-484.
  • Ben Youssef, A., & Dahmani, M. (2024). Assessing the Impact of Digitalization, Tax Revenues, and Energy Resource Capacity on Environmental Quality: Fresh Evidence from CS-ARDL in the EKC Framework. Sustainability, 16: 474. https://doi.org/10.3390/su16020474
  • Charfeddine, L., Hussain, B., & Kahia, M. (2024). Analysis of the Impact of Information and Communication Technology, Digitalization, Renewable Energy and Financial Development on Environmental Sustainability. Renewable and Sustainable Energy Reviews, 201, 114609.
  • Chen, X., Despeisse, M., & Johansson, B. (2020). Environmental Sustainability of Digitalization in Manufacturing: A Review. Sustainability, 12: 10298.
  • Cialani, C. (2007). Economic Growth and Environmental Quality: An Econometric and a Decomposition Analysis. Management of Environmental Quality: An International Journal, 18(5): 568-577.
  • Çelik, M. (2021). Temiz Enerji Odaklı Akıllı Uzmanlaşma ve İzmir İçin Kalkınma Fırsatları (Clean Energy Focused Smart Specialisation and Development Opportunities for Izmir). Izmir Development Agency.
  • Danish, Khan, N., Baloch, M. A., Saud, S., & Fatima, T. (2018). The Effect of ICT on CO2 Emissions in Emerging Economies: Does the Level of Income Matters? Environmental Science and Pollution Research, 25: 22850–22860. https://doi.org/10.1007/s11356-018-2379-2
  • Dzwigol, H., Kwilinski, A., Lyulyov, O., & Pimonenko, T. (2023). The Role of Environmental Regulations, Renewable Energy, and Energy Efficiency in Finding the Path to Green Economic Growth. Energies, 16(7), 3090.
  • EIU [Economist Intelligence Unit] (2023). Energy Outlook 2024: Surging Demand Defies Wars and High Prices.
  • Ergün, S., & Atay Polat, M. (2015). OECD Ülkelerinde CO2 Emisyonu, Elektrik Tüketimi ve Büyüme İlişkisi (The Relationship between CO2 Emission, Electricity Consumption and Economic Growth in OECD Countries). Erciyes University Journal of Faculty of Economics and Administrative Sciences, (45): 115-141.
  • Faisal, F., Azizullah, Tursoy, T. & Pervaiz, R. (2020). Does ICT Lessen CO2 Emissions for Fast-Emerging Economies? An Application of the Heterogeneous Panel Estimations. Environmental Science and Pollution Research, 27: 10778–10789. https://doi.org/10.1007/s11356-019-07582-w
  • Gültekin, E., & Uğur, A. (2019). OECD Ülkelerinde Yenilenebilir Enerji Tüketiminin Makro Ekonomik Belirleyicileri: Rüzgâr Enerjisi Modeli (Macro Economic Determinants of Renewable Energy Consumption in The OECD Countries: Wind Energy Model). Erciyes University Journal of Faculty of Economics and Administrative Sciences, (53): 325-342.
  • Güriş, S. (2018). Uygulamalı Panel Veri Ekonometrisi (Applied Panel Data Econometrics). Der Publications: 481, Istanbul
  • Ha, L. T., Huong, T. T. L., & Thanh, T. T. (2022). Is Digitalization a Driver to Enhance Environmental Performance? An Empirical Investigation of European Countries. Sustainable Production and Consumption, 32: 230–247. https://doi.org/10.1016/j.spc.2022.04.002
  • Jóźwik, B., Doğan, M., & Gürsoy, S. (2023). The Impact of Renewable Energy Consumption on Environmental Quality in Central European Countries: The Mediating Role of Digitalization and Financial Development. Energies, 16(20). https://doi.org/10.3390/en16207041
  • Karlilar, S., Balcilar, M., & Emir, F. (2023). Environmental Sustainability in the OECD: The Power of Digitalization, Green İnnovation, Renewable Energy and Financial Development. Telecommunications Policy, 47: 102568.
  • Khan, S. A. R., Zia-Ul-Haq, H. M., Ponce, P., & Janjua, L. (2023). Re-Investigating the Impact of Non-Renewable and Renewable Energy on Environmental Quality: A Roadmap towards Sustainable Development. Resources Policy, 81, 103411.
  • KPMG (2021). Dijitalleşme Yolunda Türkiye 2021 Trendler ve Rehber Hedefler (Türkiye on the Road to Digitalization 2021 Trends and Guiding Targets). https://assets.kpmg.com/content/dam/kpmg/tr/pdf/2021/04/dijitallesme-yolunda-turkiye-raporu-2021.pdf (A.D. 21.06.2024).
  • Lebe, F. (2012). Türkiye'de Enerji Piyasası ve Enerji Talebi: Elektrik ve Doğal Gaz Enerjisi İçin Ekonometrik Bir Uygulama (Energy Market and Energy Demand in Turkey: An Econometric Application for Electricity and Natural Gas), Atatürk University, Institute of Social Sciences, Doctoral Thesis, Erzurum.
  • Li, S., Hu, K., & Kang, X. (2024). Impact of Financial Technologies, Digitalization, and Natural Resources on Environmental Degradation in G-20 Countries: Does Human Resources Matter? Resources Policy, 93. https://doi.org/10.1016/j.resourpol.2024.105041
  • Li, Z., Li, N., Wen, H. (2021). Digital Economy and Environmental Quality: Evidence from 217 Cities in China. Sustainability, 13: 8058. https://doi.org/10.3390/su13148058
  • Meadows, D. H., Meadows, D. L., Randers, J., & Behrens III, W. W. (1972). The Limits to Growth-A Report to the Club of Rome's Project on the Predicament of Mankind. NY: Universe Books.
  • OECD (2024). Green Growth. data-explorer.oecd.org (A.D. 05.06.2024).
  • Panayotou, T. (2000). Economic Growth and the Environment. CID Working Paper Series 2000.56, Harvard University, Cambridge, MA.
  • Ramos-Meza, C. S., Zhanbayev, R., Bilal, H., Sultan, M., Pekergin, Z. B., Arslan, H. M. (2021). Does Digitalization Matter in Green Preferences in Nexus of Output Volatility and Environmental Quality? Environmental Science and Pollution Research, 28, 66957–66967. https://doi.org/10.1007/s11356-021-15095-8
  • Ren, S., Hao, Y., & Wu, H. (2023). Digitalization and Environment Governance: Does Internet Development Reduce Environmental Pollution? Journal of Environmental Planning and Management, 66(7): 1533-1562.
  • Saud, S., Chen, S., Danish, & Haseeb, A. (2019). Impact of Financial Development and Economic Growth on Environmental Quality: An Empirical Analysis from Belt and Road Initiative (BRI) Countries. Environmental Science and Pollution Research, 26: 2253-2269.
  • Tatoğlu, F. Y. (2018). Panel Zaman Serileri Analizi: Stata Uygulamalı (Panel Time Series Analysis: Stata Applied). Istanbul: Beta Publishing.
  • Ullah, A., Dogan, M., Pervaiz, A., Bukhari, A. A. A., Akkus, H. T., & Dogan, H. (2024). The Impact of Digitalization, Technological and Financial Innovation on Environmental Quality in OECD Countries: Investigation of N-Shaped EKC Hypothesis. Technology in Society, 102484.
  • Usman, A., Ozturk, I., Ullah, S. & Hassan, A. (2021). Does ICT Have Symmetric or Asymmetric Effects on CO2 Emissions? Evidence from Selected Asian Economies. Technology in Society, 67.
  • World Bank (2024). World Development Indicators. https://databank.worldbank.org/source/world-development-indicators (A.D. 29.06.2024).
  • Yıldırım, O., & Nuri, F. İ. (2018). Yenilenebilir Enerji ve Sürdürülebilir Kalkınma İlişkisi (The Relationship between Renewable Energy and Sustainable Development). Journal of International Banking, Economy and Management Studies, 1(1): 105-143.
  • Zeeshan, M., Han, J., Rehman, A., Ullah, I., & Mubashir, M. (2022). Exploring the Role of Information Communication Technology and Renewable Energy in Environmental Quality of South-East Asian Emerging Economies. Front. Environ. Sci. 10, 917468.
  • Zhang, L., Saydaliev, H. B., & Ma, X. (2022). Does Green Finance Investment and Technological Innovation Improve Renewable Energy Efficiency and Sustainable Development Goals. Renewable Energy, 193: 991-1000.

Dijitalleşme, yenilenebilir enerji arzı ve ekonomik büyümenin çevresel kalitedeki rolü: sürdürülebilir kalkınma ekseninde OECD ülkelerinden kanıtlar

Yıl 2025, Sayı: 70, 31 - 36, 30.04.2025
https://doi.org/10.18070/erciyesiibd.1517825

Öz

Yenilenebilir enerji kaynaklarına yapılan yatırımların sürdürülebilir kalkınma hedeflerine ulaşmada önemli bir yeri olduğu düşünülmektedir. Yenilenebilir enerjinin çevresel kalite üzerindeki etkisi son yıllarda konuyla ilgili araştırmacıların ilgi odağında yer almaktadır. Ayrıca Endüstri 4.0’ın gelişimi ve Toplum 5.0’ın felsefesi dijitalleşme ve teknolojik ilerlemelere farklı bir boyut getirmiştir. Bölgesel ve küresel açıdan rekabeti tetikleyen bu gelişmelerin etkisiyle dijitalleşmenin ve bu süreçte öne çıkan bir faktör olan ekonomik büyümenin çevresel kaliteyle bağlantısı merak konusu olmuştur. Bu araştırma dijitalleşme, yenilenebilir enerji arzı ve ekonomik büyümenin çevresel kalitedeki rolünü ortaya koymayı amaçlamaktadır. Bu çalışmada 38 OECD ülkesi ve 2005-2020 dönemi temel alınmıştır. Bu çalışmada yöntem olarak Dumitrescu & Hurlin (2012) panel nedensellik analizi kullanılmış ve heterojen VAR modeli tahmini yapılmıştır. Panel nedensellik analizinden elde edilen bulgular dijitalleşme, yenilenebilir enerji arzı ve ekonomik büyüme değişkenlerinin çevresel kalite ile arasında bir nedensellik ilişkisi olduğunu ortaya koymaktadır. Panel VAR modeli sonuçları da dijitalleşmenin 4 ülkede, yenilenebilir enerji arzının 10 ülkede ve büyümenin 11 ülkede çevre kalitesini açıklamada anlamlı olduğunu göstermektedir. Bu çalışmanın bulguları, politika yapıcıların çevresel kaliteyi koruma ve iyileştirme sürecinde dijitalleşme ve yenilenebilir enerjiye önem vermeleri gerektiğini ortaya koymaktadır.

Etik Beyan

Bu çalışma için etik kurul onayı gerekli değildir.

Destekleyen Kurum

-

Proje Numarası

-

Teşekkür

-

Kaynakça

  • Adebayo, T. S., Meo, M. S., Eweade, B. S., & Özkan, O. (2024). Analyzing the Effects of Solar Energy Innovations, Digitalization, and Economic Globalization on Environmental Quality in the United States. Clean Technologies and Environmental Policy. https://doi.org/10.1007/s10098-024-02831-0
  • Ağazade, S., & Karakaya, A. (2019). Finansal Gelişme ve Ekonomik Büyüme: OECD Ülkeleri Örneğinde Panel Nedensellik Analizi (Financial Development and Economic Growth: A Panel Causality Analysis For OECD Countries). Journal of Mehmet Akif Ersoy University Economics and Administrative Sciences Faculty, 6(2): 471-484.
  • Ben Youssef, A., & Dahmani, M. (2024). Assessing the Impact of Digitalization, Tax Revenues, and Energy Resource Capacity on Environmental Quality: Fresh Evidence from CS-ARDL in the EKC Framework. Sustainability, 16: 474. https://doi.org/10.3390/su16020474
  • Charfeddine, L., Hussain, B., & Kahia, M. (2024). Analysis of the Impact of Information and Communication Technology, Digitalization, Renewable Energy and Financial Development on Environmental Sustainability. Renewable and Sustainable Energy Reviews, 201, 114609.
  • Chen, X., Despeisse, M., & Johansson, B. (2020). Environmental Sustainability of Digitalization in Manufacturing: A Review. Sustainability, 12: 10298.
  • Cialani, C. (2007). Economic Growth and Environmental Quality: An Econometric and a Decomposition Analysis. Management of Environmental Quality: An International Journal, 18(5): 568-577.
  • Çelik, M. (2021). Temiz Enerji Odaklı Akıllı Uzmanlaşma ve İzmir İçin Kalkınma Fırsatları (Clean Energy Focused Smart Specialisation and Development Opportunities for Izmir). Izmir Development Agency.
  • Danish, Khan, N., Baloch, M. A., Saud, S., & Fatima, T. (2018). The Effect of ICT on CO2 Emissions in Emerging Economies: Does the Level of Income Matters? Environmental Science and Pollution Research, 25: 22850–22860. https://doi.org/10.1007/s11356-018-2379-2
  • Dzwigol, H., Kwilinski, A., Lyulyov, O., & Pimonenko, T. (2023). The Role of Environmental Regulations, Renewable Energy, and Energy Efficiency in Finding the Path to Green Economic Growth. Energies, 16(7), 3090.
  • EIU [Economist Intelligence Unit] (2023). Energy Outlook 2024: Surging Demand Defies Wars and High Prices.
  • Ergün, S., & Atay Polat, M. (2015). OECD Ülkelerinde CO2 Emisyonu, Elektrik Tüketimi ve Büyüme İlişkisi (The Relationship between CO2 Emission, Electricity Consumption and Economic Growth in OECD Countries). Erciyes University Journal of Faculty of Economics and Administrative Sciences, (45): 115-141.
  • Faisal, F., Azizullah, Tursoy, T. & Pervaiz, R. (2020). Does ICT Lessen CO2 Emissions for Fast-Emerging Economies? An Application of the Heterogeneous Panel Estimations. Environmental Science and Pollution Research, 27: 10778–10789. https://doi.org/10.1007/s11356-019-07582-w
  • Gültekin, E., & Uğur, A. (2019). OECD Ülkelerinde Yenilenebilir Enerji Tüketiminin Makro Ekonomik Belirleyicileri: Rüzgâr Enerjisi Modeli (Macro Economic Determinants of Renewable Energy Consumption in The OECD Countries: Wind Energy Model). Erciyes University Journal of Faculty of Economics and Administrative Sciences, (53): 325-342.
  • Güriş, S. (2018). Uygulamalı Panel Veri Ekonometrisi (Applied Panel Data Econometrics). Der Publications: 481, Istanbul
  • Ha, L. T., Huong, T. T. L., & Thanh, T. T. (2022). Is Digitalization a Driver to Enhance Environmental Performance? An Empirical Investigation of European Countries. Sustainable Production and Consumption, 32: 230–247. https://doi.org/10.1016/j.spc.2022.04.002
  • Jóźwik, B., Doğan, M., & Gürsoy, S. (2023). The Impact of Renewable Energy Consumption on Environmental Quality in Central European Countries: The Mediating Role of Digitalization and Financial Development. Energies, 16(20). https://doi.org/10.3390/en16207041
  • Karlilar, S., Balcilar, M., & Emir, F. (2023). Environmental Sustainability in the OECD: The Power of Digitalization, Green İnnovation, Renewable Energy and Financial Development. Telecommunications Policy, 47: 102568.
  • Khan, S. A. R., Zia-Ul-Haq, H. M., Ponce, P., & Janjua, L. (2023). Re-Investigating the Impact of Non-Renewable and Renewable Energy on Environmental Quality: A Roadmap towards Sustainable Development. Resources Policy, 81, 103411.
  • KPMG (2021). Dijitalleşme Yolunda Türkiye 2021 Trendler ve Rehber Hedefler (Türkiye on the Road to Digitalization 2021 Trends and Guiding Targets). https://assets.kpmg.com/content/dam/kpmg/tr/pdf/2021/04/dijitallesme-yolunda-turkiye-raporu-2021.pdf (A.D. 21.06.2024).
  • Lebe, F. (2012). Türkiye'de Enerji Piyasası ve Enerji Talebi: Elektrik ve Doğal Gaz Enerjisi İçin Ekonometrik Bir Uygulama (Energy Market and Energy Demand in Turkey: An Econometric Application for Electricity and Natural Gas), Atatürk University, Institute of Social Sciences, Doctoral Thesis, Erzurum.
  • Li, S., Hu, K., & Kang, X. (2024). Impact of Financial Technologies, Digitalization, and Natural Resources on Environmental Degradation in G-20 Countries: Does Human Resources Matter? Resources Policy, 93. https://doi.org/10.1016/j.resourpol.2024.105041
  • Li, Z., Li, N., Wen, H. (2021). Digital Economy and Environmental Quality: Evidence from 217 Cities in China. Sustainability, 13: 8058. https://doi.org/10.3390/su13148058
  • Meadows, D. H., Meadows, D. L., Randers, J., & Behrens III, W. W. (1972). The Limits to Growth-A Report to the Club of Rome's Project on the Predicament of Mankind. NY: Universe Books.
  • OECD (2024). Green Growth. data-explorer.oecd.org (A.D. 05.06.2024).
  • Panayotou, T. (2000). Economic Growth and the Environment. CID Working Paper Series 2000.56, Harvard University, Cambridge, MA.
  • Ramos-Meza, C. S., Zhanbayev, R., Bilal, H., Sultan, M., Pekergin, Z. B., Arslan, H. M. (2021). Does Digitalization Matter in Green Preferences in Nexus of Output Volatility and Environmental Quality? Environmental Science and Pollution Research, 28, 66957–66967. https://doi.org/10.1007/s11356-021-15095-8
  • Ren, S., Hao, Y., & Wu, H. (2023). Digitalization and Environment Governance: Does Internet Development Reduce Environmental Pollution? Journal of Environmental Planning and Management, 66(7): 1533-1562.
  • Saud, S., Chen, S., Danish, & Haseeb, A. (2019). Impact of Financial Development and Economic Growth on Environmental Quality: An Empirical Analysis from Belt and Road Initiative (BRI) Countries. Environmental Science and Pollution Research, 26: 2253-2269.
  • Tatoğlu, F. Y. (2018). Panel Zaman Serileri Analizi: Stata Uygulamalı (Panel Time Series Analysis: Stata Applied). Istanbul: Beta Publishing.
  • Ullah, A., Dogan, M., Pervaiz, A., Bukhari, A. A. A., Akkus, H. T., & Dogan, H. (2024). The Impact of Digitalization, Technological and Financial Innovation on Environmental Quality in OECD Countries: Investigation of N-Shaped EKC Hypothesis. Technology in Society, 102484.
  • Usman, A., Ozturk, I., Ullah, S. & Hassan, A. (2021). Does ICT Have Symmetric or Asymmetric Effects on CO2 Emissions? Evidence from Selected Asian Economies. Technology in Society, 67.
  • World Bank (2024). World Development Indicators. https://databank.worldbank.org/source/world-development-indicators (A.D. 29.06.2024).
  • Yıldırım, O., & Nuri, F. İ. (2018). Yenilenebilir Enerji ve Sürdürülebilir Kalkınma İlişkisi (The Relationship between Renewable Energy and Sustainable Development). Journal of International Banking, Economy and Management Studies, 1(1): 105-143.
  • Zeeshan, M., Han, J., Rehman, A., Ullah, I., & Mubashir, M. (2022). Exploring the Role of Information Communication Technology and Renewable Energy in Environmental Quality of South-East Asian Emerging Economies. Front. Environ. Sci. 10, 917468.
  • Zhang, L., Saydaliev, H. B., & Ma, X. (2022). Does Green Finance Investment and Technological Innovation Improve Renewable Energy Efficiency and Sustainable Development Goals. Renewable Energy, 193: 991-1000.
Toplam 35 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Panel Veri Analizi , Çevre Ekonomisi, Uluslararası İktisatta Bölgesel Gelişme ve Küreselleşme
Bölüm Araştırma Makaleleri
Yazarlar

Habibe Yaman 0000-0002-9212-3264

Proje Numarası -
Erken Görünüm Tarihi 25 Nisan 2025
Yayımlanma Tarihi 30 Nisan 2025
Gönderilme Tarihi 17 Temmuz 2024
Kabul Tarihi 18 Aralık 2024
Yayımlandığı Sayı Yıl 2025 Sayı: 70

Kaynak Göster

APA Yaman, H. (2025). The role of digitalization, renewable energy supply and economic growth in environmental quality: evidence from OECD countries on the axis of sustainable development. Erciyes Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi(70), 31-36. https://doi.org/10.18070/erciyesiibd.1517825

33329ERÜ İktisadi ve İdari Bilimler Fakültesi Dergisi 2025 | iibfdergi@erciyes.edu.tr 33313

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