Determinants of Energy Consumption in Turkey: Innovation and Foreign Direct Investment
Yıl 2023,
Cilt: 7 Sayı: 3, 1029 - 1041, 29.09.2023
Hilal Ok Ergün
,
Tolga Ergün
Öz
In this study, it is purposed to investigate the determining factors of energy consumption in Turkey between the years 1995-2019. Accordingly, the role of foreign direct invesment (FDI) and innovation in energy consumption has been examined using the least squares estimation method. The multiple regression model was used in the study, and total energy consumption was used as the dependent variable, while the ratio of FDI to gross domestic product and the total number of patent applications were used as independent variables in the model. Annual data from OECD statistics and the World Bank were utilised in the study. Consequentially, it is determined that FDI and patent applications have a statistically significant and positive effect on energy consumption in analysis. The results of the study indicate that FDI and innovative activities are the determinants of energy consumption.
Kaynakça
- ADOM, P. K. (2015). “Asymmetric Impacts of The Determinants of Energy Intensity in Nigeria”, Energy Economics, 49, 570-580.
- ALTINTAŞ, H. (2013). “Türkiye’de Birinci Enerji Tüketimi, Karbondioksit Emisyonu ve Ekonomik Büyüme İlişkisi: Eşbütünleşme ve Nedensellik Analizi”, Eskişehir Osmangazi Üniversitesi İİBF Dergisi, 8(1), 263-294.
- AMRI, F. (2016). “The Relationship Amongst Energy Consumption, Foreign Direct Investment and Output in Developed and Developing Countries”, Renewable and Sustainable Energy Reviews, 64, 694–702
- ANYANWU, J. C. (2012). “Why Does Foreign Direct Investment Go Where It Goes?: New Evidence From African Countries”. Annals of Economics and Finance 13(2), 425–462.
- ARI, A. (2021). “Yenilenebilir Enerji ve Doğrudan Yabancı Yatırımlar: Türkiye Örneği”, KMÜ Sosyal ve Ekonomik Araştırmalar Dergisi, 23 (40), 122-131.
- AZAM, M., KHAN, A.Q., ZAMAN, K., & AHMAD, M. (2015). “Factors Determining Energy Consumption: Evidence From Indonesia, Malaysia and Thailand”, Renewable and Sustainable Energy Reviews, 42, 1123-1131.
- BEHERA, S. R., & DASH, D. P. (2017). “The Effect Of Urbanization, Energy Consumption, and Foreign Direct Investment on The Carbon Dioxide Emission in The SSEA (South And Southeast Asian) Region”, Renewable and Sustainable Energy Reviews, 70, 96-106.
- BHATTACHARYA, M., PARAMATI, S. R., OZTURK, I., & BHATTACHARYA, S. (2016). “The Effect of Renewable Energy Consumption on Economic Growth: Evidence from Top 38 Countries”, Applied Energy, 162, 733-741.
- BİLGEN, S. (2014). “Structure and Environmental Impact of Global Energy Consumption”, Renewable and Sustainable Energy Reviews, 38, 890-902.
- BUTALA, V., & NOVAK, P. (1999). “Energy Consumption and Potential Energy Savings in Old School Buildings”, Energy and Buildings, 29, 241-246.
- ÇEBİ KARASLAN, K., & ALGÜL, Y. (2023). “Determinants of Energy Expenditures for Turkish Households Using Quantile Regression and Data from an Original Survey in Turkey”, Environmental Science and Pollution Research, 30, 38939-38954.
- ÇETİN, M., & KANTARCI, T. (2020). “Türkiye Ekonomisinde Yabancı Sermaye Yatırımları İle Enerji Tüketimi Arasındaki İlişki: Simetrik/Asimetrik Nedensellik Analizi”, Uluslararası Yönetim İktisat ve İşletme Dergisi, 16(4), 817-839.
- DOYTCH, N., & NARAYAN, S. (2016). “Does FDI Influence Renewable Energy Consumption? An Analysis of Sectoral FDI Impact on Renewable and Non-Renewable Industrial Energy Consumption”, Energy Economics, 54, 291-301.
- DUBE, S. (2009). “Foreign Direct Investment and Electricity Consumption on Economic Growth: Evidence from Africa”, International Economics, 62(2), 175-200.
- FOON-TANG, C. (2009). “Electricity Consumption, Income, Foreign Direct Investment, and Population in Malaysia: New Evidence from Multivariate Framework Analysis”, Journal of Economic Studies, 36(4), 371-382.
- GÖKMENOĞLU, K., & TAŞPINAR, N. (2016). “The Relationship between CO2 Emissions, Energy Consumption, Economic Growth and FDI: The Case of Turkey”, The Journal of International Trade and Economic Development, 25(5), 706-723.
- JIN, W., ZHANG, H-Q, LIU, S-S., & ZHANG, H-B. (2019). “Technological Innovation, Environmental Regulation, and Green Total Factor Efficiency of Industrial Water Resources”, Journal of Cleaner Production, 211, 61-69.
- KIZILKAYA, O. (2017). “The Impact of Economic Growth and Foreign Direct Investment on CO2 Emissions: The Case of Turkey”, Turkish Economic Review, 4(1), 106-118.
- KOÇAK, E., & ŞARKGÜNEŞİ, A. (2018). “The Impact of Foreign Direct Investment on CO2 Emissions in Turkey: New Evidence from Cointegration and Bootsrap Causality Analysis”, Environmental Science and Pollution Research, 25, 790-804.
- KÖPRÜCÜ, Y. (2017).“Doğrudan Yabancı Yatırımların Teknolojik Yayılma ve Ekonomik Büyüme Üzerindeki Etkisi: Türkiye Örneği”, Yönetim Bilimleri Dergisi, 15(30):105-122.
- LEİTÃO, N. C. (2015). “Energy Consumption and Foreign Direct Investment: A Panel Data Analysis for Portugal”, International Journal of Energy Economics and Policy, 5(1), 138-147.
- LI, Y., & SOLAYMANI, S. (2021). “Energy Consumption, Technology İnnovation And Economic Growth Nexuses in Malaysian” 232, 1-12.
- LIN, B., & BENJAMIN, I. N. (2018). “Causal Relationships Between Energy Consumption, Foreign Direct İnvestment and Economic Growth For MINT: Evidence From Panel Dynamic Ordinary Least Square Models” Journal of Cleaner Production, 197,708-720.
- LIU, Y., LI, Z., & YIN, X. (2018). “Environmental Regulation Technological Innovation and Energy Consumption A Cross Region Analysis in China”, Journal of Cleaner Production, 203, 885-897.
- LIU, H., FAN, L., & SHAO, Z. (2021). “Threshold Effects of Energy Consumption, Technological Innovation, and Supply Chain Management on Enterprise Performance in China’s Manufacturing Industry”, Journal of Environmental Management, 300, 1-9.
- MAHALIK, M. K., & MALLICK, H. (2014). “Energy Consumption, Economic Growth and Financial Development: Exploring the Empirical Linkages for India”, The Journal of Developing Areas, 48(4), 139-159.
- MIELNIK, O., & GOLDEMBERG, J. (2002). “Foreign Direct Investment and Decoupling between Energy and Gross Domestic Product in Developing Countries”, Energy Policy, 30, 87-89.
- MIKE, F., & ORANSOY, G. (2015). “Altyapı ve İnovasyon Değişimlerinin Doğrudan Yabancı Yatırımlar Üzerine Etkisi: Türkiye Üzerine Ampirik Bir Uygulama” Akademik Sosyal Araştırmalar Dergisi, 3(2), 372-381.
- MURAD, V., ALAM, M., NOMAN, A. H., & OZTURK, I. (2019). Dynamics of Technological Innovation, Energy Consumption, Energy Price and Economic Growth in Denmark”, Environment Progress & Sustainable Energy, 38(1), 22-29.
- NAİMOĞLU, M. (2022). “The Impact of Economic Growth, Trade Openness and Technological Progress on Renewable Energy Use in Turkey: Fourier EG Cointegration Approach”, Ege Aakademik Bakış, 22(3), 309-321.
- OMRI, A., & KAHOULI, B. (2014). “Causal Relationships Between Energy Consumption, Foreign Direct Investment and Economic Growth: Fresh Evidence From Dynamic Simultaneous-Equations Models”, 67, 913-922.
- ÖZBEK, S. (2023). “Enerji İthalatçısı Gelişmekte Olan Ülkelerde Enerji Yoğunluğunun Belirleyicileri”, Journal of Economics and Administrative Sciences, 24(1), 114-126.
- ÖZBEK, S., & OĞUL, B. (2022). “Çevresel İnovasyon Yenilenebilir Enerji Tüketimini Artırıyor Mu? Türkiye Ekonomisi Üzerine Ampirik Bir Uygulama”, Dokuz Eylül Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 24(3), 1007-1024.
- ÖZTÜRK, Z., & ÖZ, D. (2016). “The Relationship between Energy Consumption, Income, Foreign Direct Investment, and CO2 Emissions: The Case of Turkey”, Çankırı Karatekin Üniversitesi İktisadi ve İdari Bilimler Fakültesi, 6(2), 269-288.
- PENG, J., XIAO, J., WEN, L., & ZHANG, L. (2019). “Energy Industry Investment Influences Total Factor Productivity of Energy Exploitation: A Biased Technical Change Analysis”, Journal of Cleaner Production, 237, 1-16.
- POLAT, B. (2018). “The Influence of FDI on Energy Consumption in Developing and Developed Countries: A Dynamic Panel Data Approach” Journal of Yasar University, 13(49), 33-42.
- RAFIQUE, M. Z., LI, Y., LARIK, A.R., & MONAHENG, M. P. (2020). “The Effect of FDI, Technological Innovation, and Financial Development on CO2 Emissions: Evidence from the BRICS Countries”, Environmental Science and Pollution Research, 27, 23899-23913.
- SADORSKY, P. (2010). “The Impact of Financial Development on Energy Consumption in Emerging Economies”, Energy Policy, 38(5), 2528-2535.
- SARIKOVANLIK, V., KOY, A., AKKAYA, M., YILDIRIM, H. H., & KANTAR, L. (2019). Finans Biliminde Ekonometri Uygulamaları Kavram Uygulama Analiz. Seçkin, Ankara.
- SEKER, F., ERTUGRUL, H. M., & CETİN, M. (2015). “The Impact of Foreign Direct Investment on Environmental Quality: A Bounds Testing and Causality Analysis for Turkey”, Renewable and Sustainable Energy Reviews, 52, 347-356.
- SOHAG, K., BEGUM, R. A., & ABDULLAH, S. M. S. (2015). “Dynamics of Energy Use, Technological Innovation, Economic Growth and Openness in Malaysia”, Energy, 90, 1497-1507.
- SOYTAŞ, U., & SARI, R. (2006). “Energy Consumption and Income in G-7 Countries”, Journal of Policy Modeling, 28, 739-750.
- SÖZEN, A., ARCAKLIOĞLU, E., & ÖZKAYMAK, M. (2005). “Turkey’s Net Energy Consumption”, Applied Energy, 81, 209-221.
- ŞAHİN, D. (2018). “Asya Ülkelerinde CO2 Emisyonu, Doğrudan Yabancı Sermaye Yatırımları, Ekonomik Büyüme ve Enerji Tüketimi İlişkisi”, Yönetim ve Ekonomi Araştırmaları Dergisi, 16(3), 210-218.
- TANG, C. F., TAN, B. W., & OZTURK, I. (2016). “Energy Consumption and Economic Growth in Vietnam”, Renewable and Sustainable Energy Reviews, 54, 1506-1514.
- TEKİN-ARMUTÇUOĞLU, H., & ŞANLISOY, S. (2016). “Yabancı Patentlerin Doğrudan Yabancı Sermaye Yatırımları Üzerindeki Etkisi:1974-2012 Türkiye Örneği”, Kafkas Üniversitesi İktisadi ve İdari Bilimler Fakültesi, 7(12), 65-88.
- UĞUR, B., & OĞUL, B. (2022). “Doğrudan Yabancı Yatırım Çıkışlarının İhracat Üzerine Etkileri: G-20 Örneği”, Malatya Turgut Özal Üniversitesi İşletme ve Yönetim Bilimleri Dergisi, 3(1), 1-15.
- YALMAN, İ. N. (2019). “Yüksek Teknolojili Ürün İhracatı, Doğrudan Yabancı Sermaye Yatırımları, Enerji Tüketimi ve Karbon Emisyonunun Ekonomik Büyüme İle İlişkisi: BRICS-T Ülkeleri Örneği” S.C.Ü. İktisadi ve İdari Bilimler Dergisi, 20(2), 1-23.
- YASMEEN, R., ZHAOHUI, C., SHAH, W.U.H., KAMAL, M.A., & KHAN, A. (2022). “Exploring the Role of Biomass Energy Consumption, Ecological Footprint throught FDI and Technological Innovation in B&R Economies: A Simultaneous Equaion Approach”, Energy, 244, 1-13.
- ZERAIBI, A., BALSALOBRE-LORENTE, D., & SHEHZAD, K. (2020). “Examining the Asymmetric Nexus between Energy Consumption, Technological Innovation, and Economic Growth; Does Energy Consumption and Technology Boost Economic Development?”, Sustainability, 12, 1-17.
- ZHOU, H., QU, S., WU, Z., & JI, Y. (2020). “A Study of Environment Regulation, Technological Innovation, and Energy Consumption in China Based on Spatial Econometric Models and Panel Threshold Models”, Environmental Science and Pollution Research, 27, 37894-37910.
- ZHU, W., ZHANG, Z., LI, X., FRENG, W., & LI, J. (2019). “Assessing the Effects of Technological Progress on Energy Efficiency in the Construction Industry: A Case of China”, Journal of Cleaner Production, 238, 1-12.
- WANG, H., & WANG, M. (2020). “Effects of Technological Innovation on Energy Efficiency in China: Evidence from Dynamic Panel of 284 Cities”, Science of the Total Environment, 709, 1-13.
- https://data.oecd.org/ (27.02.2022).
- https://data.worldbank.org/ (20.02.2022).
- https://ec.europa.eu/eurostat/web/main/home (12.02.2022).
Determinants of Energy Consumption in Turkey: Innovation and Foreign Direct Investment
Yıl 2023,
Cilt: 7 Sayı: 3, 1029 - 1041, 29.09.2023
Hilal Ok Ergün
,
Tolga Ergün
Öz
Bu çalışmada 1995-2019 yılları arasındaki dönemde Türkiye’de enerji tüketiminin belirleyici faktörlerinin araştırılması amaçlanmıştır. Bu doğrultuda, doğrudan yabancı sermaye yatırımları ve inovasyonun enerji tüketimindeki rolü en küçük kareler tahmin yöntemiyle incelenmiştir. Çalışmada çoklu regresyon modeli kullanılmış olup, modelde toplam enerji tüketimi bağımlı değişken, doğrudan yabancı sermaye yatırımlarının gayrisafi yurtiçi hasılaya oranı ve toplam patent başvuruları sayısı ise bağımsız değişken olarak kullanılmıştır. Çalışmada OECD stat ve Dünya Bankası’ndan elde edilen yıllık veriler kullanılmıştır. Analiz sonucunda, doğrudan yabancı sermaye yatırımlarının ve patent başvurularının enerji tüketimi üzerinde istatistiksel olarak anlamlı ve pozitif bir etkiye sahip olduğu tespit edilmiştir. Çalışma sonuçları, doğrudan yabancı sermaye yatırımlarının ve inovasyonel faaliyetlerin enerji tüketiminin belirleyicisi olduğuna işaret etmektedir.
Kaynakça
- ADOM, P. K. (2015). “Asymmetric Impacts of The Determinants of Energy Intensity in Nigeria”, Energy Economics, 49, 570-580.
- ALTINTAŞ, H. (2013). “Türkiye’de Birinci Enerji Tüketimi, Karbondioksit Emisyonu ve Ekonomik Büyüme İlişkisi: Eşbütünleşme ve Nedensellik Analizi”, Eskişehir Osmangazi Üniversitesi İİBF Dergisi, 8(1), 263-294.
- AMRI, F. (2016). “The Relationship Amongst Energy Consumption, Foreign Direct Investment and Output in Developed and Developing Countries”, Renewable and Sustainable Energy Reviews, 64, 694–702
- ANYANWU, J. C. (2012). “Why Does Foreign Direct Investment Go Where It Goes?: New Evidence From African Countries”. Annals of Economics and Finance 13(2), 425–462.
- ARI, A. (2021). “Yenilenebilir Enerji ve Doğrudan Yabancı Yatırımlar: Türkiye Örneği”, KMÜ Sosyal ve Ekonomik Araştırmalar Dergisi, 23 (40), 122-131.
- AZAM, M., KHAN, A.Q., ZAMAN, K., & AHMAD, M. (2015). “Factors Determining Energy Consumption: Evidence From Indonesia, Malaysia and Thailand”, Renewable and Sustainable Energy Reviews, 42, 1123-1131.
- BEHERA, S. R., & DASH, D. P. (2017). “The Effect Of Urbanization, Energy Consumption, and Foreign Direct Investment on The Carbon Dioxide Emission in The SSEA (South And Southeast Asian) Region”, Renewable and Sustainable Energy Reviews, 70, 96-106.
- BHATTACHARYA, M., PARAMATI, S. R., OZTURK, I., & BHATTACHARYA, S. (2016). “The Effect of Renewable Energy Consumption on Economic Growth: Evidence from Top 38 Countries”, Applied Energy, 162, 733-741.
- BİLGEN, S. (2014). “Structure and Environmental Impact of Global Energy Consumption”, Renewable and Sustainable Energy Reviews, 38, 890-902.
- BUTALA, V., & NOVAK, P. (1999). “Energy Consumption and Potential Energy Savings in Old School Buildings”, Energy and Buildings, 29, 241-246.
- ÇEBİ KARASLAN, K., & ALGÜL, Y. (2023). “Determinants of Energy Expenditures for Turkish Households Using Quantile Regression and Data from an Original Survey in Turkey”, Environmental Science and Pollution Research, 30, 38939-38954.
- ÇETİN, M., & KANTARCI, T. (2020). “Türkiye Ekonomisinde Yabancı Sermaye Yatırımları İle Enerji Tüketimi Arasındaki İlişki: Simetrik/Asimetrik Nedensellik Analizi”, Uluslararası Yönetim İktisat ve İşletme Dergisi, 16(4), 817-839.
- DOYTCH, N., & NARAYAN, S. (2016). “Does FDI Influence Renewable Energy Consumption? An Analysis of Sectoral FDI Impact on Renewable and Non-Renewable Industrial Energy Consumption”, Energy Economics, 54, 291-301.
- DUBE, S. (2009). “Foreign Direct Investment and Electricity Consumption on Economic Growth: Evidence from Africa”, International Economics, 62(2), 175-200.
- FOON-TANG, C. (2009). “Electricity Consumption, Income, Foreign Direct Investment, and Population in Malaysia: New Evidence from Multivariate Framework Analysis”, Journal of Economic Studies, 36(4), 371-382.
- GÖKMENOĞLU, K., & TAŞPINAR, N. (2016). “The Relationship between CO2 Emissions, Energy Consumption, Economic Growth and FDI: The Case of Turkey”, The Journal of International Trade and Economic Development, 25(5), 706-723.
- JIN, W., ZHANG, H-Q, LIU, S-S., & ZHANG, H-B. (2019). “Technological Innovation, Environmental Regulation, and Green Total Factor Efficiency of Industrial Water Resources”, Journal of Cleaner Production, 211, 61-69.
- KIZILKAYA, O. (2017). “The Impact of Economic Growth and Foreign Direct Investment on CO2 Emissions: The Case of Turkey”, Turkish Economic Review, 4(1), 106-118.
- KOÇAK, E., & ŞARKGÜNEŞİ, A. (2018). “The Impact of Foreign Direct Investment on CO2 Emissions in Turkey: New Evidence from Cointegration and Bootsrap Causality Analysis”, Environmental Science and Pollution Research, 25, 790-804.
- KÖPRÜCÜ, Y. (2017).“Doğrudan Yabancı Yatırımların Teknolojik Yayılma ve Ekonomik Büyüme Üzerindeki Etkisi: Türkiye Örneği”, Yönetim Bilimleri Dergisi, 15(30):105-122.
- LEİTÃO, N. C. (2015). “Energy Consumption and Foreign Direct Investment: A Panel Data Analysis for Portugal”, International Journal of Energy Economics and Policy, 5(1), 138-147.
- LI, Y., & SOLAYMANI, S. (2021). “Energy Consumption, Technology İnnovation And Economic Growth Nexuses in Malaysian” 232, 1-12.
- LIN, B., & BENJAMIN, I. N. (2018). “Causal Relationships Between Energy Consumption, Foreign Direct İnvestment and Economic Growth For MINT: Evidence From Panel Dynamic Ordinary Least Square Models” Journal of Cleaner Production, 197,708-720.
- LIU, Y., LI, Z., & YIN, X. (2018). “Environmental Regulation Technological Innovation and Energy Consumption A Cross Region Analysis in China”, Journal of Cleaner Production, 203, 885-897.
- LIU, H., FAN, L., & SHAO, Z. (2021). “Threshold Effects of Energy Consumption, Technological Innovation, and Supply Chain Management on Enterprise Performance in China’s Manufacturing Industry”, Journal of Environmental Management, 300, 1-9.
- MAHALIK, M. K., & MALLICK, H. (2014). “Energy Consumption, Economic Growth and Financial Development: Exploring the Empirical Linkages for India”, The Journal of Developing Areas, 48(4), 139-159.
- MIELNIK, O., & GOLDEMBERG, J. (2002). “Foreign Direct Investment and Decoupling between Energy and Gross Domestic Product in Developing Countries”, Energy Policy, 30, 87-89.
- MIKE, F., & ORANSOY, G. (2015). “Altyapı ve İnovasyon Değişimlerinin Doğrudan Yabancı Yatırımlar Üzerine Etkisi: Türkiye Üzerine Ampirik Bir Uygulama” Akademik Sosyal Araştırmalar Dergisi, 3(2), 372-381.
- MURAD, V., ALAM, M., NOMAN, A. H., & OZTURK, I. (2019). Dynamics of Technological Innovation, Energy Consumption, Energy Price and Economic Growth in Denmark”, Environment Progress & Sustainable Energy, 38(1), 22-29.
- NAİMOĞLU, M. (2022). “The Impact of Economic Growth, Trade Openness and Technological Progress on Renewable Energy Use in Turkey: Fourier EG Cointegration Approach”, Ege Aakademik Bakış, 22(3), 309-321.
- OMRI, A., & KAHOULI, B. (2014). “Causal Relationships Between Energy Consumption, Foreign Direct Investment and Economic Growth: Fresh Evidence From Dynamic Simultaneous-Equations Models”, 67, 913-922.
- ÖZBEK, S. (2023). “Enerji İthalatçısı Gelişmekte Olan Ülkelerde Enerji Yoğunluğunun Belirleyicileri”, Journal of Economics and Administrative Sciences, 24(1), 114-126.
- ÖZBEK, S., & OĞUL, B. (2022). “Çevresel İnovasyon Yenilenebilir Enerji Tüketimini Artırıyor Mu? Türkiye Ekonomisi Üzerine Ampirik Bir Uygulama”, Dokuz Eylül Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 24(3), 1007-1024.
- ÖZTÜRK, Z., & ÖZ, D. (2016). “The Relationship between Energy Consumption, Income, Foreign Direct Investment, and CO2 Emissions: The Case of Turkey”, Çankırı Karatekin Üniversitesi İktisadi ve İdari Bilimler Fakültesi, 6(2), 269-288.
- PENG, J., XIAO, J., WEN, L., & ZHANG, L. (2019). “Energy Industry Investment Influences Total Factor Productivity of Energy Exploitation: A Biased Technical Change Analysis”, Journal of Cleaner Production, 237, 1-16.
- POLAT, B. (2018). “The Influence of FDI on Energy Consumption in Developing and Developed Countries: A Dynamic Panel Data Approach” Journal of Yasar University, 13(49), 33-42.
- RAFIQUE, M. Z., LI, Y., LARIK, A.R., & MONAHENG, M. P. (2020). “The Effect of FDI, Technological Innovation, and Financial Development on CO2 Emissions: Evidence from the BRICS Countries”, Environmental Science and Pollution Research, 27, 23899-23913.
- SADORSKY, P. (2010). “The Impact of Financial Development on Energy Consumption in Emerging Economies”, Energy Policy, 38(5), 2528-2535.
- SARIKOVANLIK, V., KOY, A., AKKAYA, M., YILDIRIM, H. H., & KANTAR, L. (2019). Finans Biliminde Ekonometri Uygulamaları Kavram Uygulama Analiz. Seçkin, Ankara.
- SEKER, F., ERTUGRUL, H. M., & CETİN, M. (2015). “The Impact of Foreign Direct Investment on Environmental Quality: A Bounds Testing and Causality Analysis for Turkey”, Renewable and Sustainable Energy Reviews, 52, 347-356.
- SOHAG, K., BEGUM, R. A., & ABDULLAH, S. M. S. (2015). “Dynamics of Energy Use, Technological Innovation, Economic Growth and Openness in Malaysia”, Energy, 90, 1497-1507.
- SOYTAŞ, U., & SARI, R. (2006). “Energy Consumption and Income in G-7 Countries”, Journal of Policy Modeling, 28, 739-750.
- SÖZEN, A., ARCAKLIOĞLU, E., & ÖZKAYMAK, M. (2005). “Turkey’s Net Energy Consumption”, Applied Energy, 81, 209-221.
- ŞAHİN, D. (2018). “Asya Ülkelerinde CO2 Emisyonu, Doğrudan Yabancı Sermaye Yatırımları, Ekonomik Büyüme ve Enerji Tüketimi İlişkisi”, Yönetim ve Ekonomi Araştırmaları Dergisi, 16(3), 210-218.
- TANG, C. F., TAN, B. W., & OZTURK, I. (2016). “Energy Consumption and Economic Growth in Vietnam”, Renewable and Sustainable Energy Reviews, 54, 1506-1514.
- TEKİN-ARMUTÇUOĞLU, H., & ŞANLISOY, S. (2016). “Yabancı Patentlerin Doğrudan Yabancı Sermaye Yatırımları Üzerindeki Etkisi:1974-2012 Türkiye Örneği”, Kafkas Üniversitesi İktisadi ve İdari Bilimler Fakültesi, 7(12), 65-88.
- UĞUR, B., & OĞUL, B. (2022). “Doğrudan Yabancı Yatırım Çıkışlarının İhracat Üzerine Etkileri: G-20 Örneği”, Malatya Turgut Özal Üniversitesi İşletme ve Yönetim Bilimleri Dergisi, 3(1), 1-15.
- YALMAN, İ. N. (2019). “Yüksek Teknolojili Ürün İhracatı, Doğrudan Yabancı Sermaye Yatırımları, Enerji Tüketimi ve Karbon Emisyonunun Ekonomik Büyüme İle İlişkisi: BRICS-T Ülkeleri Örneği” S.C.Ü. İktisadi ve İdari Bilimler Dergisi, 20(2), 1-23.
- YASMEEN, R., ZHAOHUI, C., SHAH, W.U.H., KAMAL, M.A., & KHAN, A. (2022). “Exploring the Role of Biomass Energy Consumption, Ecological Footprint throught FDI and Technological Innovation in B&R Economies: A Simultaneous Equaion Approach”, Energy, 244, 1-13.
- ZERAIBI, A., BALSALOBRE-LORENTE, D., & SHEHZAD, K. (2020). “Examining the Asymmetric Nexus between Energy Consumption, Technological Innovation, and Economic Growth; Does Energy Consumption and Technology Boost Economic Development?”, Sustainability, 12, 1-17.
- ZHOU, H., QU, S., WU, Z., & JI, Y. (2020). “A Study of Environment Regulation, Technological Innovation, and Energy Consumption in China Based on Spatial Econometric Models and Panel Threshold Models”, Environmental Science and Pollution Research, 27, 37894-37910.
- ZHU, W., ZHANG, Z., LI, X., FRENG, W., & LI, J. (2019). “Assessing the Effects of Technological Progress on Energy Efficiency in the Construction Industry: A Case of China”, Journal of Cleaner Production, 238, 1-12.
- WANG, H., & WANG, M. (2020). “Effects of Technological Innovation on Energy Efficiency in China: Evidence from Dynamic Panel of 284 Cities”, Science of the Total Environment, 709, 1-13.
- https://data.oecd.org/ (27.02.2022).
- https://data.worldbank.org/ (20.02.2022).
- https://ec.europa.eu/eurostat/web/main/home (12.02.2022).