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Enerji Tüketimi ve Ekonomik Büyüme İlişkisinin Panel Ekonometrik Analizi: Bric Ülkeleri Örneği

Year 2023, Volume: 10 Issue: 4, 922 - 932, 13.10.2023
https://doi.org/10.30910/turkjans.1355868

Abstract

Various changes have occurred in many fields in countries during globalization. In the economic field, relationships between countries have developed, and the trade and investment environment has expanded. Industries have entered a highly developmental environment, competition has increased in some sectors, the global production and supply chain has changed, and production has become more integrated. International trade and investments have grown, communication has accelerated with technological development, and international cooperation has strengthened. While some countries have become economically stronger, others have become dependent on countries rich in natural resources. One of the most important areas of this dependence is energy dependence, which is experienced as a result of the increase in energy demand sensitive to production increase. This is because the increase in production is directly related to energy input. This study investigates the relationship between energy consumption and economic growth in BRIC countries, which exhibit similar characteristics in terms of various macroeconomic indicators. The results obtained from dynamic panel data methods using annual data for the period 1990-2020 reveal that a 1% increase in energy consumption across the panel in the countries included in the analysis increases economic growth by 1.46%. Therefore, energy constitutes one of the most important inputs for economic growth.

References

  • Acaravcı, A. 2010. Structural breaks, electricity consumption and economic growth: evidence from Turkey. Romanian Journal of Economic Forecasting, 13 (2): 140-154.
  • Adom, P. K. 2011. Electricity consumption-economic growth nexus: the ghanaian case. International Journal of Energy Economics and Policy, 1 (1): 18-31.
  • Alaali, F., Roberts, J. and K. Taylor 2015. The effect of energy consumption and human capital on economic growth: an exploration of oil exporting and developed countries. Sheffield Economic Research Papers Series. 2015015: 1-23.
  • Altıner, A. 2019. Mint ülkelerinde enerji tüketimi ve ekonomik büyüme ilişkisi: panel nedensellik analizi. Gümüşhane Üniversitesi Sosyal Bilimler Dergisi, 10 (2): 369-378.
  • Apergıs, N. and Payne J. E. 2011. A dynamic panel study of economic development and the electricity consumption-growth nexus. Energy Economics, 33 (5): 770-781.
  • Asafu-Adjaye, J., 2000. The relationship between energy consumption, energy prices and economic growth: time series evidence from asian developing countries. Energy Economics, 22 (6): 615-625
  • Aydın, M. 2019. The effect of biomass energy consumption on economic growth in brics countries: a country-specific panel data analysis, Renewable Energy 138 (1): 620-627.
  • Azam, M. 2019. Relationship between energy, investment, human capital, environment, and economic growth in four brics countries. Environmental Science and Pollution Research. 26 (1): 34388-34400.
  • Balli, E., Sigeze, Ç. and Manga, M. 2018. Enerji tüketimi ve ekonomik büyüme arasındaki ilişki: Bdt ülkeleri örneği. Uluslararası İktisadi ve İdari İncelemeler Dergisi, 18. EYI Special Issue, 773-788.
  • Belke A., Dobnik, F. and Dreger, C. 2011. Energy consumption and economic growth: new insights into the cointegration relationship. Energy Economics, 33 (5): 782-789
  • Bohm, D. C. 2008. Electricity consumption and economic growth in the european union: a causality study using panel unit root and cointegration analysis. 2008 5th International Conference on the European Electricity Market, Lisboa, IEEE Puplisher. 1-6.
  • Bozma, G., Aydın, R. and Kolçak, M. 2018. Brics ve mint ülkelerinde ekonomik büyüme ve enerji tüketimi ilişkisi. Iğdır Üniversitesi Sosyal Bilimler Dergisi, 15 (1): 323-338
  • Buhari, D. and Deger, O. 2016. How Globalization and Economic Growth Affect Energy Consumption: Panel Data Analysis in the Sample of Brazil, Russia, India, China Countries. International Journal of Energy Economics and Policy, 6 (4): 806-813.
  • Breusch, T. S. and Pagan A. R. 1980. The lagrange multiplier test and its applications to model specification in econometrics. The Review of Economic Studies, 47 (1): 239-253.
  • Çayın, M. 2021. Enerji tüketimi ve büyüme: üst orta gelirli ülkeler için panel nedensellik analizi. Uluslararası İktisadi ve İdari İncelemeler Dergisi, 30 (3): 183-196.
  • Chontanawat, J., Hunt, L. C. and Pierse, R. 2008. Does energy consumption cause economic growth?: evidence from a systematic study of over 100 countries. Journal of Policy Modeling, 30 (2): 209-220.
  • Ciarreta, A. and Zarraga A. 2010. Economic growth-electricity consumption causality in 12 European countries: a dynamic panel data approach. Energy Policy, 38 (7): 3790-3796.
  • Cowan, W. N., Chang, T., Ingslesi-Lotz, R. and Gupta, R. 2014. The nexus of electricity consumption,economic growth and CO2 emissions in the brics countries. Energy Policy, 66 (1): 359-368.
  • Doğan, B. and Değer, O. 2015 How globalization and economic growth affect energy consumption: Panel data analysis in the sample of brazil, russia, india, china countries, International Journal of Energy Economics and Policy, 6 (4): 806-813.
  • Energy Institute. 2023. Energy consumtion in bric countries. https://www.energyinst.org/statistical-review/resources-and-data-downloads. 20.06.2023.
  • Erdoğan, S., Gedikli, A., Demir Yılmaz, A., Haider, A. and Zafar, M. W. 2020. Investigation of energy consumption-economic growth nexus: a note on mena sample. Energy Reports, 5: 1281-1292.
  • Ferguson, R., Wilkinson, W., and Hill, R. 2000. Electricity use and economic development. Energy Policy, 28 (13): 923-934.
  • Fuinhas, J. A. and Marques, A. C. 2012. Energy consumption and economic growth nexus in portugal, italy, greece, spain and turkey: an ardl bounds test approach (1965-2009). Energy Economics, 34 (2): 511-517.
  • Hamdi, H. and Rashid S. 2012. Modeling causality between electricity consumption and economic growth in brics countries, MPRA Paper, 49909: 1-18
  • Kahouli, B. 2019. Does static and dynamic relationship between economic growth and energy consumption exist in oecd countries?. Energy Reports, 5: 104–116.
  • Kayhan, S., Adıgüzel, U., Bayat, T. and Lebe, F. 2010. Causality relationship between real gdp and electricity consumption in romania (2001- 2010). Romanian Journal of Economic Forecasting, 13 (4): 169-183.
  • Khobai H. 2017. Electricity consumption and economic growth: a panel data approach to brics countries. International Journal of Energy Economics and Policy, 8 (3): 283-289.
  • Kıran, B. and Guriş, B. 2009. Relationship between electricity consumption and gdp in turkey. Problems and Perspectives in Management, 7 (1): 166-171.
  • Lee, C. C. 2005. Energy consumption and gdp in developing countries: a cointegrated panel analysis. Energy Economics, 27 (3): 415-427.
  • Lee, C. C. and Chang, C. P. 2007. Energy consumption and gdp revisited: a panel analysis of developed and developing countries. Energy Economics, 29 (6): 1206-1223.
  • Matei, I. and Cristina, S. 2016. Explaining the relationship between energy consumption and economic growth in a dynamic panel model: are the brics countries different?. International Journal of Environmental & Agriculture Research, 2 (7): 183-188.
  • Menegaki, A. N. 2016. Alternative energy and growth in bric countries. Economis, Planning, and Policy, 11 (9), 801-806.
  • Morazan, P. Knoke, I., Knoplauch, D. and Schafer, D. 2012. The role of brics in the developing world. Europen Parliement Policy Department, Directorate B- general for External Policies, Euroean Parliament, Brussels, Belgium, s.44.
  • Morshadul, H. 2022. Energy economic expansion with production and consumption in brics countries. Energy Strategy Reviews, 44 (2022): 1-12.
  • Mucuk, M. and Uysal, D. 2009. Türkiye ekonomisinde enerji tüketimi ve ekonomik büyüme. Maliye Dergisi, 157 (2), 105-115.
  • Narayan, P. K. and Smyth, R. 2008. Energy consumption and real ggdp in G7 countries: new evidence from panel co-integration with structural breaks. Energy Economics, 30 (5): 2331-2341.
  • Narin, M. and Dilek, K. 2013. Değişen küresel ekonomik düzen: bric, 3g ve n-11 ülkeleri. Ankara Sanayi Odası Yayın Organı, s. 50.
  • Nazlıoğlu, Ş. and Karul, C. 2017. Panel lm unit root test with gradual structural shifts. 40th International Panel Data Conference, Thessaloniki-Greece, s. 7-8.
  • Nazlıoğlu, S., Lebe, F. and Kayhan, S. 2011. Nuclear energy consumption and economic growth in oecd countries: cross-sectionally dependent heterogeneous panel causality analysis. Energy Policy, 39 (10): 6615-6621.
  • Omri, A. 2014. An international literature survey on energy-economic growth nexus: evidence from country-specific studies, Renewable and Sustainable Energy Reviews, 38 (1): 951-959.
  • Özşahin, Ş., Mucuk, M. and Gerçeker, M. 2016. Yenilenebilir enerji ve ekonomik büyüme arasındaki ilişki: brics-t ülkeleri üzerinep panel ardl analizi. Siyaset, Ekonomi ve Yönetim Araştırmaları Dergisi, 4 (4): 111-130.
  • Öztürk, I., Aslan, A. and Kalyoncu, H. 2010. Energy consumption and economic growth relationship: Evidence from panel data for low and middle income countries. Energy Policy, 38 (8): 4422-4428.
  • Pesaran, M. H. 2004. General diagnostic tests for cross section dependence in panels, IZA Discussion Paper, 1240: 1-39.
  • Pesaran, M. H. 2006. Estimation and inference in large heterogeneous panels with a multifactor error structure. Econometrica, 74 (4): 967-1012.
  • Pesaran, M. H. and Yamagata. T. 2008. Testing slope homogeneity in large panels. Journal of Econometrics, 142 (1): 50-93.
  • Pesaran, M. H., Ullah, A. and Yamagata, T. 2008. A bias‐adjusted lm test of error cross‐section independence. The Econometrics Journal, 11 (1): 105-127.
  • Recepoğlu, M., Doğanay, M. A. and Değer, M. K. 2020. Enerji tüketimi ile ekonomik büyüme arasındaki ilişkiler: Türkiye’de iller üzerine panel veri analizleri 2004-2014. Doğuş Üniversitesi Dergisi, 21 (1): 69-80.
  • Şengönül, A. and Koşaroğlu, M. 2018. Elektrik tüketimi ve ekonomik büyüme arasındaki ilişki: Brics ülkeleri için bir uygulama. C.Ü. İktisadi ve İdari Bilimler Dergisi, 19 (2): 431-447.
  • Slobodnikova, O. and Nagyova, R. 2011. Global infuence of the bric countries. In The Scale of Globalization. Think Globally, Act Locally, Change Individually in the 21st Century Conference, Ostrava, p. 303-311.
  • Syzdykova, A. 2018. Orta asya ülkelerinde enerji tüketimi ve ekonomik büyüme ilişkisi: panel veri analizi. Afyon Kocatepe Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 20 (1): 87-99.
  • Tezcan, N. 2014. Oecd ve bric ülkelerinin enerji göstergeleri açısından çok boyutlu ölçekleme analizi İie karşılaştırılması, İstanbul Üniversitesi İşletme Fakültesi İşletme İktisadı Enstitüsü Yönetim Dergisi, 25 (77): 119-135.
  • Tsani, S. Z., 2010. Energy consumption and economic growth: A causality analysis for greece, Energy Economics. 32 (3): 582-590.
  • Westerlund, J. 2006. Testing for panel cointegration with multiple structural breaks. Oxford Bulletin of Economics and Statistics, 68 (1), 101-132.
  • Wong, S. L., Chang, Y., Chia, W., 2013. Energy consumption, energy r&d and real gdp in oecd countries with and without oil reserves, Energy Economics, 40: 51-60.
  • World Bank. 2023. World Development Indicators (WDI). https://databank.worldbank.org/source/world-development-indicators#, 20.06.2023.

Panel Econometric Analysis of the Relationship between Energy Consumption and Economic Growth: The Case of the Bric Countries

Year 2023, Volume: 10 Issue: 4, 922 - 932, 13.10.2023
https://doi.org/10.30910/turkjans.1355868

Abstract

Küreselleşme sürecinde ülkelerde birçok alanda çeşitli değişimlerin yaşandığı söylenebilir. Ekonomik alanda, ülkeler arasındaki ilişkiler gelişmiş, ticaret ve yatırım ortamı genişlemiştir. Sanayi yüksek bir gelişim ortamına girmiş, bazı sektörlerde rekabet artmış, küresel üretim ve tedarik zinciri değişmiş ve üretim daha entegre hale gelmiştir. Uluslararası ticaret ve yatırımlar artmış, teknolojik gelişmeyle beraber iletişim hızlanmış ve uluslararası iş birlikleri güçlenmiştir. Bazı ülkeler ekonomik olarak daha güçlü hale gelirken bir kısmı da özellikle doğal kaynak zengini ülkelere bağımlı hale gelmiştir. Söz konusu bağımlılıkta en önemli alanlardan birisi, üretim artışına duyarlı enerji talebindeki artış sonucunda yaşanan enerji bağımlılığı olarak görülmektedir. Zira üretimdeki artış enerji girdisi ile doğrudan ilgilidir.
Bu çalışmada çeşitli makroekonomik göstergeler açısından benzer özellikler sergileyen BRIC ülkelerinde enerji tüketimi ve ekonomik büyüme arasındaki ilişki araştırılmaktadır. 1990-2020 dönemi yıllık verileriyle dinamik panel veri yöntemlerinden elde edilen sonuçlar, analize dahil edilen ülkelerde panel genelinde enerji tüketiminde meydana gelen %1’lik bir artışın ekonomik büyümeyi %1.46 oranında artırdığını ortaya koymaktadır. Dolayısıyla, enerji ekonomik büyümenin en önemli girdilerinden birisini oluşturmaktadır.

References

  • Acaravcı, A. 2010. Structural breaks, electricity consumption and economic growth: evidence from Turkey. Romanian Journal of Economic Forecasting, 13 (2): 140-154.
  • Adom, P. K. 2011. Electricity consumption-economic growth nexus: the ghanaian case. International Journal of Energy Economics and Policy, 1 (1): 18-31.
  • Alaali, F., Roberts, J. and K. Taylor 2015. The effect of energy consumption and human capital on economic growth: an exploration of oil exporting and developed countries. Sheffield Economic Research Papers Series. 2015015: 1-23.
  • Altıner, A. 2019. Mint ülkelerinde enerji tüketimi ve ekonomik büyüme ilişkisi: panel nedensellik analizi. Gümüşhane Üniversitesi Sosyal Bilimler Dergisi, 10 (2): 369-378.
  • Apergıs, N. and Payne J. E. 2011. A dynamic panel study of economic development and the electricity consumption-growth nexus. Energy Economics, 33 (5): 770-781.
  • Asafu-Adjaye, J., 2000. The relationship between energy consumption, energy prices and economic growth: time series evidence from asian developing countries. Energy Economics, 22 (6): 615-625
  • Aydın, M. 2019. The effect of biomass energy consumption on economic growth in brics countries: a country-specific panel data analysis, Renewable Energy 138 (1): 620-627.
  • Azam, M. 2019. Relationship between energy, investment, human capital, environment, and economic growth in four brics countries. Environmental Science and Pollution Research. 26 (1): 34388-34400.
  • Balli, E., Sigeze, Ç. and Manga, M. 2018. Enerji tüketimi ve ekonomik büyüme arasındaki ilişki: Bdt ülkeleri örneği. Uluslararası İktisadi ve İdari İncelemeler Dergisi, 18. EYI Special Issue, 773-788.
  • Belke A., Dobnik, F. and Dreger, C. 2011. Energy consumption and economic growth: new insights into the cointegration relationship. Energy Economics, 33 (5): 782-789
  • Bohm, D. C. 2008. Electricity consumption and economic growth in the european union: a causality study using panel unit root and cointegration analysis. 2008 5th International Conference on the European Electricity Market, Lisboa, IEEE Puplisher. 1-6.
  • Bozma, G., Aydın, R. and Kolçak, M. 2018. Brics ve mint ülkelerinde ekonomik büyüme ve enerji tüketimi ilişkisi. Iğdır Üniversitesi Sosyal Bilimler Dergisi, 15 (1): 323-338
  • Buhari, D. and Deger, O. 2016. How Globalization and Economic Growth Affect Energy Consumption: Panel Data Analysis in the Sample of Brazil, Russia, India, China Countries. International Journal of Energy Economics and Policy, 6 (4): 806-813.
  • Breusch, T. S. and Pagan A. R. 1980. The lagrange multiplier test and its applications to model specification in econometrics. The Review of Economic Studies, 47 (1): 239-253.
  • Çayın, M. 2021. Enerji tüketimi ve büyüme: üst orta gelirli ülkeler için panel nedensellik analizi. Uluslararası İktisadi ve İdari İncelemeler Dergisi, 30 (3): 183-196.
  • Chontanawat, J., Hunt, L. C. and Pierse, R. 2008. Does energy consumption cause economic growth?: evidence from a systematic study of over 100 countries. Journal of Policy Modeling, 30 (2): 209-220.
  • Ciarreta, A. and Zarraga A. 2010. Economic growth-electricity consumption causality in 12 European countries: a dynamic panel data approach. Energy Policy, 38 (7): 3790-3796.
  • Cowan, W. N., Chang, T., Ingslesi-Lotz, R. and Gupta, R. 2014. The nexus of electricity consumption,economic growth and CO2 emissions in the brics countries. Energy Policy, 66 (1): 359-368.
  • Doğan, B. and Değer, O. 2015 How globalization and economic growth affect energy consumption: Panel data analysis in the sample of brazil, russia, india, china countries, International Journal of Energy Economics and Policy, 6 (4): 806-813.
  • Energy Institute. 2023. Energy consumtion in bric countries. https://www.energyinst.org/statistical-review/resources-and-data-downloads. 20.06.2023.
  • Erdoğan, S., Gedikli, A., Demir Yılmaz, A., Haider, A. and Zafar, M. W. 2020. Investigation of energy consumption-economic growth nexus: a note on mena sample. Energy Reports, 5: 1281-1292.
  • Ferguson, R., Wilkinson, W., and Hill, R. 2000. Electricity use and economic development. Energy Policy, 28 (13): 923-934.
  • Fuinhas, J. A. and Marques, A. C. 2012. Energy consumption and economic growth nexus in portugal, italy, greece, spain and turkey: an ardl bounds test approach (1965-2009). Energy Economics, 34 (2): 511-517.
  • Hamdi, H. and Rashid S. 2012. Modeling causality between electricity consumption and economic growth in brics countries, MPRA Paper, 49909: 1-18
  • Kahouli, B. 2019. Does static and dynamic relationship between economic growth and energy consumption exist in oecd countries?. Energy Reports, 5: 104–116.
  • Kayhan, S., Adıgüzel, U., Bayat, T. and Lebe, F. 2010. Causality relationship between real gdp and electricity consumption in romania (2001- 2010). Romanian Journal of Economic Forecasting, 13 (4): 169-183.
  • Khobai H. 2017. Electricity consumption and economic growth: a panel data approach to brics countries. International Journal of Energy Economics and Policy, 8 (3): 283-289.
  • Kıran, B. and Guriş, B. 2009. Relationship between electricity consumption and gdp in turkey. Problems and Perspectives in Management, 7 (1): 166-171.
  • Lee, C. C. 2005. Energy consumption and gdp in developing countries: a cointegrated panel analysis. Energy Economics, 27 (3): 415-427.
  • Lee, C. C. and Chang, C. P. 2007. Energy consumption and gdp revisited: a panel analysis of developed and developing countries. Energy Economics, 29 (6): 1206-1223.
  • Matei, I. and Cristina, S. 2016. Explaining the relationship between energy consumption and economic growth in a dynamic panel model: are the brics countries different?. International Journal of Environmental & Agriculture Research, 2 (7): 183-188.
  • Menegaki, A. N. 2016. Alternative energy and growth in bric countries. Economis, Planning, and Policy, 11 (9), 801-806.
  • Morazan, P. Knoke, I., Knoplauch, D. and Schafer, D. 2012. The role of brics in the developing world. Europen Parliement Policy Department, Directorate B- general for External Policies, Euroean Parliament, Brussels, Belgium, s.44.
  • Morshadul, H. 2022. Energy economic expansion with production and consumption in brics countries. Energy Strategy Reviews, 44 (2022): 1-12.
  • Mucuk, M. and Uysal, D. 2009. Türkiye ekonomisinde enerji tüketimi ve ekonomik büyüme. Maliye Dergisi, 157 (2), 105-115.
  • Narayan, P. K. and Smyth, R. 2008. Energy consumption and real ggdp in G7 countries: new evidence from panel co-integration with structural breaks. Energy Economics, 30 (5): 2331-2341.
  • Narin, M. and Dilek, K. 2013. Değişen küresel ekonomik düzen: bric, 3g ve n-11 ülkeleri. Ankara Sanayi Odası Yayın Organı, s. 50.
  • Nazlıoğlu, Ş. and Karul, C. 2017. Panel lm unit root test with gradual structural shifts. 40th International Panel Data Conference, Thessaloniki-Greece, s. 7-8.
  • Nazlıoğlu, S., Lebe, F. and Kayhan, S. 2011. Nuclear energy consumption and economic growth in oecd countries: cross-sectionally dependent heterogeneous panel causality analysis. Energy Policy, 39 (10): 6615-6621.
  • Omri, A. 2014. An international literature survey on energy-economic growth nexus: evidence from country-specific studies, Renewable and Sustainable Energy Reviews, 38 (1): 951-959.
  • Özşahin, Ş., Mucuk, M. and Gerçeker, M. 2016. Yenilenebilir enerji ve ekonomik büyüme arasındaki ilişki: brics-t ülkeleri üzerinep panel ardl analizi. Siyaset, Ekonomi ve Yönetim Araştırmaları Dergisi, 4 (4): 111-130.
  • Öztürk, I., Aslan, A. and Kalyoncu, H. 2010. Energy consumption and economic growth relationship: Evidence from panel data for low and middle income countries. Energy Policy, 38 (8): 4422-4428.
  • Pesaran, M. H. 2004. General diagnostic tests for cross section dependence in panels, IZA Discussion Paper, 1240: 1-39.
  • Pesaran, M. H. 2006. Estimation and inference in large heterogeneous panels with a multifactor error structure. Econometrica, 74 (4): 967-1012.
  • Pesaran, M. H. and Yamagata. T. 2008. Testing slope homogeneity in large panels. Journal of Econometrics, 142 (1): 50-93.
  • Pesaran, M. H., Ullah, A. and Yamagata, T. 2008. A bias‐adjusted lm test of error cross‐section independence. The Econometrics Journal, 11 (1): 105-127.
  • Recepoğlu, M., Doğanay, M. A. and Değer, M. K. 2020. Enerji tüketimi ile ekonomik büyüme arasındaki ilişkiler: Türkiye’de iller üzerine panel veri analizleri 2004-2014. Doğuş Üniversitesi Dergisi, 21 (1): 69-80.
  • Şengönül, A. and Koşaroğlu, M. 2018. Elektrik tüketimi ve ekonomik büyüme arasındaki ilişki: Brics ülkeleri için bir uygulama. C.Ü. İktisadi ve İdari Bilimler Dergisi, 19 (2): 431-447.
  • Slobodnikova, O. and Nagyova, R. 2011. Global infuence of the bric countries. In The Scale of Globalization. Think Globally, Act Locally, Change Individually in the 21st Century Conference, Ostrava, p. 303-311.
  • Syzdykova, A. 2018. Orta asya ülkelerinde enerji tüketimi ve ekonomik büyüme ilişkisi: panel veri analizi. Afyon Kocatepe Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 20 (1): 87-99.
  • Tezcan, N. 2014. Oecd ve bric ülkelerinin enerji göstergeleri açısından çok boyutlu ölçekleme analizi İie karşılaştırılması, İstanbul Üniversitesi İşletme Fakültesi İşletme İktisadı Enstitüsü Yönetim Dergisi, 25 (77): 119-135.
  • Tsani, S. Z., 2010. Energy consumption and economic growth: A causality analysis for greece, Energy Economics. 32 (3): 582-590.
  • Westerlund, J. 2006. Testing for panel cointegration with multiple structural breaks. Oxford Bulletin of Economics and Statistics, 68 (1), 101-132.
  • Wong, S. L., Chang, Y., Chia, W., 2013. Energy consumption, energy r&d and real gdp in oecd countries with and without oil reserves, Energy Economics, 40: 51-60.
  • World Bank. 2023. World Development Indicators (WDI). https://databank.worldbank.org/source/world-development-indicators#, 20.06.2023.
There are 55 citations in total.

Details

Primary Language English
Subjects Agricultural Economics (Other)
Journal Section Research Article
Authors

Ferid Önder 0000-0003-0211-7571

Hüseyin Ağır 0000-0003-1642-2876

Publication Date October 13, 2023
Submission Date September 5, 2023
Published in Issue Year 2023 Volume: 10 Issue: 4

Cite

APA Önder, F., & Ağır, H. (2023). Enerji Tüketimi ve Ekonomik Büyüme İlişkisinin Panel Ekonometrik Analizi: Bric Ülkeleri Örneği. Turkish Journal of Agricultural and Natural Sciences, 10(4), 922-932. https://doi.org/10.30910/turkjans.1355868