Araştırma Makalesi
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CONVERGENCE OF PER CAPITA ENERGY CONSUMPTION IN SELECTED EUROPEAN COUNTRIES: EVIDENCE FROM RALS TESTS

Yıl 2023, Cilt: 12 Sayı: 2, 141 - 156, 31.12.2023
https://doi.org/10.54282/inijoss.1369331

Öz

The focus of developing economies in recent years has shifted from the growth of per capita national income to sustainability. A sustainable economy is now possible with a sustainable environment. Therefore, energy utilization rates of countries have become a very important issue with the sustainability framework. In this study, the energy consumption convergence of the 10 European countries with the highest per capita energy consumption is analyzed using the data set covering the period between 1965 and 2022. Conventional unit root tests and many recent unit root tests with extended residuals are used to detect energy convergence. Conventional unit root tests did not provide sufficient evidence for convergence, and the classical unit root tests were found to be very weak in rejecting the null hypothesis. When the residuals obtained from the classical unit root tests are analyzed, it is found that the residuals of many countries are not normally distributed. Therefore, RALS-type unit root tests with extended residuals were applied to the data sets. Although no convergence was detected for any country because of classical unit root tests, it was found that some European countries showed convergence behavior in the results of RALS-type unit root tests. Since the data set covers a period of 58 years, it is known that many economic fluctuations have been experienced in this long period. For this reason, the most recent RALS type unit root test, which considers structural breaks, was applied to the data sets. No convergence was detected in the classical unit root tests, and because of the unbroken RALS-type unit root tests, it was found that three countries converged to the group average. As a result of the latest RALS-type unit root test with breaks found that 7 out of 10 selected European countries (Germany, Belgium, France, Netherlands, Italy, Romania, and Greece) converged to the group average.

Kaynakça

  • Akram, V., Rath, B. N., & Sahoo, P. K. (2020). Stochastic conditional convergence in per capita energy consumption in India. Economic Analysis and Policy, 65, 224-240.
  • Anoruo, E., & DiPietro, W. R. (2014). Convergence in per capita energy consumption among African countries: evidence from sequential panel selection method. International Journal of Energy Economics and Policy, 4(4), 568-577.
  • Barro, R. J. (1991). Economic growth in a cross section of countries. The Quarterly Journal of Economics, 106(2), 407-443.
  • Demir, C., & Cergibozan, R. (2020). Does alternative energy usage converge across OECD countries? Renewable Energy, 146, 559-567.
  • Esenyel, N. M. (2017). Türkiye’de enerji yakınsama hipotezinin sınanması: yapısal kırılmalı birim kök analizi. Sosyal Bilimler Araştırma Dergisi, 6(3), 42-52.
  • Ezcurra, R. (2007). Is there cross-country convergence in carbon dioxide emissions? Energy Policy, 35(2), 1363-1372.
  • Fallahi, F., & Voia, M. C. (2015). Convergence and persistence in per capita energy use among OECD countries: Revisited using confidence intervals. Energy Economics, 52, 246-253.
  • Fallahi, F. (2017). Stochastic convergence in per capita energy use in world. Energy Economics, 65, 228-239.
  • Faruk, M., & Kızılkaya, O. (2021). Kişi başına enerji tüketiminin yakınsaması: OECD ülkeleri için ampirik bir analiz. Yaşar Üniversitesi E-Dergisi, 16(61), 298-309.
  • Hadri, K., & Rao, Y. (2008). Panel stationarity test with structural breaks. Oxford Bulletin of Economics and Statistics, 70(2), 245-269.
  • Hao, Y., & Peng, H. (2017). On the convergence in China's provincial per capita energy consumption: new evidence from a spatial econometric analysis. Energy Economics, 68, 31-43.
  • Herrerias, M. J. (2012). World energy intensity convergence revisited: A weighted distribution dynamics approach. Energy Policy, 49, 383-399.
  • Im, K. S., Lee, J., & Tieslau, M. (2005). Panel LM unit‐root tests with level shifts. Oxford Bulletin of Economics and Statistics, 67(3), 393-419.
  • Im, K. S., Lee, J., & Tieslau, M. A. (2014). More powerful unit root tests with non-normal errors (pp. 315-342). Springer New York.
  • Ivanovski, K., Churchill, S. A., & Smyth, R. (2018). A club convergence analysis of per capita energy consumption across Australian regions and sectors. Energy Economics, 76, 519-531.
  • Karademir, C., Felek, Ş., & Ceylan, R. (2023). G20 Ülkeleri Arasında Kişi Başı Enerji Tüketiminde Yakınsama Hipotezi Geçerli Mi? Nahar-Inder Testi'nden Bulgular. Business & Economics Research Journal, 14(3).
  • Le Pen, Y., & Sévi, B. (2010). On the non-convergence of energy intensities: evidence from a pair-wise econometric approach. Ecological Economics, 69(3), 641-650.
  • Le, T. H., Chang, Y., & Park, D. (2017). Energy demand convergence in APEC: An empirical analysis. Energy Economics, 65, 32-41.
  • Lee, J., & Strazicich, M. C. (2003). Minimum Lagrange multiplier unit root test with two structural breaks. Review of economics and statistics, 85(4), 1082-1089.
  • Lee, J., & Strazicich, M. C. (2004). Minimum LM Unit Root Test with One Structural Break. Manuscript, Department of Economics, Appalachian State University, 33(4), 2483-2492.
  • Liddle, B. (2010). Revisiting world energy intensity convergence for regional differences. Applied Energy, 87(10), 3218-3225.
  • Liu, T. Y., & Lee, C. C. (2020). Convergence of the world’s energy use. Resource and Energy Economics, 62, 1-21. Mankiw, N. G., Romer, D., & Weil, D. N. (1992). A contribution to the empirics of economic growth. The Quarterly Journal of Economics, 107(2), 407-437.
  • Markandya, A., Pedroso-Galinato, S., & Streimikiene, D. (2006). Energy intensity in transition economies: is there convergence towards the EU average? Energy Economics, 28(1), 121-145.
  • Meng, M., Payne, J. E., & Lee, J. (2013). Convergence in per capita energy use among OECD countries. Energy Economics, 36, 536-545.
  • Meng, M., Im, K. S., Lee, J., & Tieslau, M. A. (2014). More powerful LM unit root tests with non-normal errors. Festschrift in honor of Peter Schmidt: Econometric methods and applications, 343-357.
  • Meng, M., Lee, J., & Payne, J. E. (2017). RALS-LM unit root test with trend breaks and non-normal errors: application to the Prebisch-Singer hypothesis. Studies in Nonlinear Dynamics & Econometrics, 21(1), 31-45.
  • Mishra, V., & Smyth, R. (2014). Convergence in energy consumption per capita among ASEAN countries. Energy Policy, 73, 180-185.
  • Mohammadi, H., & Ram, R. (2012). Cross-country convergence in energy and electricity consumption, 1971–2007. Energy Economics, 34(6), 1882-1887.
  • Mulder, P., & De Groot, H. L. (2012). Structural change and convergence of energy intensity across OECD countries, 1970–2005. Energy Economics, 34(6), 1910-1921.
  • Narayan, P. K., & Smyth, R. (2007). Are shocks to energy consumption permanent or temporary? Evidence from 182 countries. Energy Policy, 35(1), 333-341.
  • Ozturk, I., & Aslan, A. (2011). Are fluctuations in energy consumption per capita transitory? Evidence from Turkey. Energy Exploration & Exploitation, 29(2), 161-167.
  • Qahtan, A. S. A., Xu, H., & Abdo, A. B. (2021). Stochastic convergence of disaggregated energy consumption per capita and its catch-up rate: An independent analysis of MENA net oil-exporting and importing countries. Energy Policy, 150, 112151.
  • Quah, D. (1993). Galton's fallacy and tests of the convergence hypothesis. The Scandinavian Journal of Economics, 427-443.
  • Pan, L., & Maslyuk-Escobedo, S. (2019). Stochastic convergence in per capita energy consumption and its catch-up rate: evidence from 26 African countries. Applied Economics, 51(24), 2566-2590.
  • Pesaran, M. H. (2007). A pair-wise approach to testing for output and growth convergence. Journal of Econometrics, 138(1), 312-355.
  • Romano, J. P., & Wolf, M. (2001). Subsampling intervals in autoregressive models with linear time trend. Econometrica, 69(5), 1283-1314.
  • Romero-Ávila, D., & Omay, T. (2022). Convergence of per capita energy consumption around the world: New evidence from nonlinear panel unit root tests. Energy Economics, 111, 106062.
  • Schmidt, P., & Phillips, P. C. (1992). LM tests for a unit root in the presence of deterministic trends. Oxford bulletin of economics and statistics, 54(3), 257-287.
  • Solow, R. M. (1956). A contribution to the theory of economic growth. The Quarterly Journal of Economics, 70(1), 65-94.

SEÇİLMİŞ AVRUPA ÜLKELERİNDE KİŞİ BAŞI ENERJİ TÜKETİMİ YAKINSAMASI: RALS TESTİNDEN KANITLAR

Yıl 2023, Cilt: 12 Sayı: 2, 141 - 156, 31.12.2023
https://doi.org/10.54282/inijoss.1369331

Öz

Gelişen ekonomilerin son yıllardaki odak noktası sadece kişi başı milli gelirin büyümesi olmaktan çıkmış yerini sürdürebilirliğe bırakmıştır. Sürdürülebilir bir ekonomi artık sürdürülebilir çevre ile mümkün olmaktadır. Dolayısıyla ülkelerin enerji kullanım oranları sürdürülebilirlik çerçevesiyle birlikte oldukça önemli bir konu haline gelmiştir. Bu çalışmada kişi başı enerji tüketiminin en çok olduğu 10 Avrupa ülkesinin enerji tüketimi yakınsaması 1965 ile 2022 yılları arasını kapsayan veri seti kullanılarak incelenmiştir. Enerji yakınsamasının tespiti için geleneksel birim kök testleri ile kalıntıları genişletilmiş birçok güncel birim kök testi kullanılmıştır. Geleneksel birim kök testleri sonucunda yakınsamanın varlığına dair yeterli kanıt elde edilememiş olup uygulanan klasik birim kök testleri temel hipotezi reddedebilme konusunda oldukça güçsüz kaldığı tespit edilmiştir. Klasik birim kök testlerinden elde edilen kalıntılar incelendiğinde ise birçok ülkenin kalıntılarının normal dağılmadığı tespit edilmiştir. Bu nedenle kalıntıları eklenmiş RALS tipi birim kök testleri veri setlerine uygulanmıştır. Klasik birim kök testleri neticesinde hiçbir ülke için yakınsama tespit edilememesine karşın RALS tipi birim kök testleri sonuçlarında bazı Avrupa ülkelerinin yakınsama davranışı gösterdiği tespit edilmiştir. Veri setinin 58 yıllık dönemi içermesi nedeniyle bu uzun dönemde birçok ekonomik dalgalanmanın yaşandığı bilinmektedir. Bu sebeple veri setlerine son olarak yapısal kırılmaları dikkate alan en güncel RALS tipi birim kök testi uygulanmıştır. Klasik birim kök testlerinde hiç yakınsama tespit edilememiş olup kırılmasız RALS tipi birim kök testleri neticesinde üç ülkenin grup ortalamasına yakınsadığı bulunmuştur. En son uygulanan kırılmalı RALS tipi birim kök testi sonucunda ise seçilmiş 10 Avrupa ülkesinden 7’sinin (Almanya, Belçika, Fransa, Hollanda, İtalya, Romanya ve Yunanistan) grup ortalamasına yakınsadığı tespit edilmiştir.

Kaynakça

  • Akram, V., Rath, B. N., & Sahoo, P. K. (2020). Stochastic conditional convergence in per capita energy consumption in India. Economic Analysis and Policy, 65, 224-240.
  • Anoruo, E., & DiPietro, W. R. (2014). Convergence in per capita energy consumption among African countries: evidence from sequential panel selection method. International Journal of Energy Economics and Policy, 4(4), 568-577.
  • Barro, R. J. (1991). Economic growth in a cross section of countries. The Quarterly Journal of Economics, 106(2), 407-443.
  • Demir, C., & Cergibozan, R. (2020). Does alternative energy usage converge across OECD countries? Renewable Energy, 146, 559-567.
  • Esenyel, N. M. (2017). Türkiye’de enerji yakınsama hipotezinin sınanması: yapısal kırılmalı birim kök analizi. Sosyal Bilimler Araştırma Dergisi, 6(3), 42-52.
  • Ezcurra, R. (2007). Is there cross-country convergence in carbon dioxide emissions? Energy Policy, 35(2), 1363-1372.
  • Fallahi, F., & Voia, M. C. (2015). Convergence and persistence in per capita energy use among OECD countries: Revisited using confidence intervals. Energy Economics, 52, 246-253.
  • Fallahi, F. (2017). Stochastic convergence in per capita energy use in world. Energy Economics, 65, 228-239.
  • Faruk, M., & Kızılkaya, O. (2021). Kişi başına enerji tüketiminin yakınsaması: OECD ülkeleri için ampirik bir analiz. Yaşar Üniversitesi E-Dergisi, 16(61), 298-309.
  • Hadri, K., & Rao, Y. (2008). Panel stationarity test with structural breaks. Oxford Bulletin of Economics and Statistics, 70(2), 245-269.
  • Hao, Y., & Peng, H. (2017). On the convergence in China's provincial per capita energy consumption: new evidence from a spatial econometric analysis. Energy Economics, 68, 31-43.
  • Herrerias, M. J. (2012). World energy intensity convergence revisited: A weighted distribution dynamics approach. Energy Policy, 49, 383-399.
  • Im, K. S., Lee, J., & Tieslau, M. (2005). Panel LM unit‐root tests with level shifts. Oxford Bulletin of Economics and Statistics, 67(3), 393-419.
  • Im, K. S., Lee, J., & Tieslau, M. A. (2014). More powerful unit root tests with non-normal errors (pp. 315-342). Springer New York.
  • Ivanovski, K., Churchill, S. A., & Smyth, R. (2018). A club convergence analysis of per capita energy consumption across Australian regions and sectors. Energy Economics, 76, 519-531.
  • Karademir, C., Felek, Ş., & Ceylan, R. (2023). G20 Ülkeleri Arasında Kişi Başı Enerji Tüketiminde Yakınsama Hipotezi Geçerli Mi? Nahar-Inder Testi'nden Bulgular. Business & Economics Research Journal, 14(3).
  • Le Pen, Y., & Sévi, B. (2010). On the non-convergence of energy intensities: evidence from a pair-wise econometric approach. Ecological Economics, 69(3), 641-650.
  • Le, T. H., Chang, Y., & Park, D. (2017). Energy demand convergence in APEC: An empirical analysis. Energy Economics, 65, 32-41.
  • Lee, J., & Strazicich, M. C. (2003). Minimum Lagrange multiplier unit root test with two structural breaks. Review of economics and statistics, 85(4), 1082-1089.
  • Lee, J., & Strazicich, M. C. (2004). Minimum LM Unit Root Test with One Structural Break. Manuscript, Department of Economics, Appalachian State University, 33(4), 2483-2492.
  • Liddle, B. (2010). Revisiting world energy intensity convergence for regional differences. Applied Energy, 87(10), 3218-3225.
  • Liu, T. Y., & Lee, C. C. (2020). Convergence of the world’s energy use. Resource and Energy Economics, 62, 1-21. Mankiw, N. G., Romer, D., & Weil, D. N. (1992). A contribution to the empirics of economic growth. The Quarterly Journal of Economics, 107(2), 407-437.
  • Markandya, A., Pedroso-Galinato, S., & Streimikiene, D. (2006). Energy intensity in transition economies: is there convergence towards the EU average? Energy Economics, 28(1), 121-145.
  • Meng, M., Payne, J. E., & Lee, J. (2013). Convergence in per capita energy use among OECD countries. Energy Economics, 36, 536-545.
  • Meng, M., Im, K. S., Lee, J., & Tieslau, M. A. (2014). More powerful LM unit root tests with non-normal errors. Festschrift in honor of Peter Schmidt: Econometric methods and applications, 343-357.
  • Meng, M., Lee, J., & Payne, J. E. (2017). RALS-LM unit root test with trend breaks and non-normal errors: application to the Prebisch-Singer hypothesis. Studies in Nonlinear Dynamics & Econometrics, 21(1), 31-45.
  • Mishra, V., & Smyth, R. (2014). Convergence in energy consumption per capita among ASEAN countries. Energy Policy, 73, 180-185.
  • Mohammadi, H., & Ram, R. (2012). Cross-country convergence in energy and electricity consumption, 1971–2007. Energy Economics, 34(6), 1882-1887.
  • Mulder, P., & De Groot, H. L. (2012). Structural change and convergence of energy intensity across OECD countries, 1970–2005. Energy Economics, 34(6), 1910-1921.
  • Narayan, P. K., & Smyth, R. (2007). Are shocks to energy consumption permanent or temporary? Evidence from 182 countries. Energy Policy, 35(1), 333-341.
  • Ozturk, I., & Aslan, A. (2011). Are fluctuations in energy consumption per capita transitory? Evidence from Turkey. Energy Exploration & Exploitation, 29(2), 161-167.
  • Qahtan, A. S. A., Xu, H., & Abdo, A. B. (2021). Stochastic convergence of disaggregated energy consumption per capita and its catch-up rate: An independent analysis of MENA net oil-exporting and importing countries. Energy Policy, 150, 112151.
  • Quah, D. (1993). Galton's fallacy and tests of the convergence hypothesis. The Scandinavian Journal of Economics, 427-443.
  • Pan, L., & Maslyuk-Escobedo, S. (2019). Stochastic convergence in per capita energy consumption and its catch-up rate: evidence from 26 African countries. Applied Economics, 51(24), 2566-2590.
  • Pesaran, M. H. (2007). A pair-wise approach to testing for output and growth convergence. Journal of Econometrics, 138(1), 312-355.
  • Romano, J. P., & Wolf, M. (2001). Subsampling intervals in autoregressive models with linear time trend. Econometrica, 69(5), 1283-1314.
  • Romero-Ávila, D., & Omay, T. (2022). Convergence of per capita energy consumption around the world: New evidence from nonlinear panel unit root tests. Energy Economics, 111, 106062.
  • Schmidt, P., & Phillips, P. C. (1992). LM tests for a unit root in the presence of deterministic trends. Oxford bulletin of economics and statistics, 54(3), 257-287.
  • Solow, R. M. (1956). A contribution to the theory of economic growth. The Quarterly Journal of Economics, 70(1), 65-94.
Toplam 39 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Konular Zaman Serileri Analizi
Bölüm Araştırma Makalesi
Yazarlar

İbrahim Sezer Belliler 0000-0001-8141-6347

Ahmet Demiralp 0000-0002-0981-7215

Erken Görünüm Tarihi 29 Aralık 2023
Yayımlanma Tarihi 31 Aralık 2023
Gönderilme Tarihi 2 Ekim 2023
Yayımlandığı Sayı Yıl 2023 Cilt: 12 Sayı: 2

Kaynak Göster

APA Belliler, İ. S., & Demiralp, A. (2023). SEÇİLMİŞ AVRUPA ÜLKELERİNDE KİŞİ BAŞI ENERJİ TÜKETİMİ YAKINSAMASI: RALS TESTİNDEN KANITLAR. İnönü Üniversitesi Uluslararası Sosyal Bilimler Dergisi, 12(2), 141-156. https://doi.org/10.54282/inijoss.1369331

İnönü Üniversitesi Uluslararası Sosyal Bilimler Dergisi 

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