Abstract
This study investigates the energy–growth nexus for transition countries analysing Granger causality between GDP growth per capita and energy use per capita. For this purpose, 17 countries located at Central and Eastern Europe and Caucasian region are chosen and a panel dataset consisting of these countries for the available period of 1990–2011 is studied. In the study, Granger causality is investigated using bootstrapped panel causality approach proposed by Konya (Econ Modell 23(6):978–992, 2006). The approach gives consistent results in case of cross-sectional dependency and heterogeneity of slope coefficients between countries. Causality is examined for two scenarios: one with a trend and one without a trend. The results reveal that, in general, there is no causality running between energy consumption and economic growth, yet there is causality running from energy consumption to economic growth for some countries and sign of the relationship is always negative. Therefore, increases in energy consumption harm economic growth.
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Notes
In our review we preferred to focus on cross-country studies as we investigate a cross-country case. Omri (2014) offers a detailed survey for time series specific studies.
In our knowledge, there are no studies on Commonwealth of Independent States and several Central and Eastern Europe countries.
Pretesting for unit roots or cointegration is not necessary for bootstrap panel causality approach since the country-specific bootstrap critical values are estimated, and thus the variables in the SUR system do not necessarly need to be stationary in levels or to be cointegrated.
References
Acaravci, A., & Ozturk, I. (2010). Electricity consumption–growth nexus: evidence from panel data for transition countries. Energy Economics, 32(3), 604–608.
Apergis, N., & Payne, J. E. (2011). A dynamic panel study of economic development and the electricity consumption–growth nexus. Energy Economics, 33(5), 770–781.
Apergis, N., & Tang, C. F. (2013). Is the energy-led growth hypothesis valid? New evidence from a sample of 85 countries. Energy Economics, 38, 24–31.
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.
Belke, A., Dobnik, F., & Dreger, C. (2011). Energy consumption and economic growth: New insights into the cointegration relationship. Energy Economics, 33(5), 782–789.
Breusch, T. S., & Pagan, A. R. (1980). The Lagrange multiplier test and its applications to model-specification in econometrics. Review of Economic Studies, 47(1), 239–253.
Chang, T. Y., Chu, H. P., & Chen, W. Y. (2013). Energy consumption and economic growth in 12 Asian countries: Panel data analysis. Applied Economics Letters, 20(3), 282–287.
Chen, S. T., Kuo, H. I., & Chen, C. C. (2007). The relationship between GDP and electricity consumption in 10 Asian countries. Energy Policy, 35(4), 2611–2621.
Chiou-Wei, S. Z., Chen, C. F., & Zhu, Z. (2008). Economic growth and energy consumption revisited—Evidence from linear and nonlinear Granger causality. Energy Economics, 30(6), 3063–3076.
Chontanawat, J., Hunt, L. C., & 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., & Zarraga, A. (2010). Economic growth-electricity consumption causality in 12 European countries: A dynamic panel data approach. Energy Policy, 38(7), 3790–3796.
De Hoyos, R. E., & Sarafidis, V. (2006). Testing for cross-sectional dependence in panel-data models. Stata Journal, 6(4), 482–496.
European Bank of Reconstruction and Development. (2010). Transition reports (pp. 1–164).
Huang, B. N., Hwang, M. J., & Yang, C. W. (2008). Causal relationship between energy consumption and GDP growth revisited: A dynamic panel data approach. Ecological Economics, 67(1), 41–54.
Konya, L. (2006). Exports and growth: Granger causality analysis on OECD countries with a panel data approach. Economic Modelling, 23(6), 978–992.
Lee, C. C. (2005). Energy consumption and GDP in developing countries: A cointegrated panel analysis. Energy Economics, 27(3), 415–427.
Lee, C. C., & Chang, C. P. (2008). Energy consumption and economic growth in Asian economies: A more comprehensive analysis using panel data. Resource and Energy Economics, 30(1), 50–65.
Magazzino, C. (2015). Energy consumption and GDP in Italy: Cointegration and causality analysis. Environment, Development and Sustainability, 17, 137–153.
Menegaki, A. N. (2011). Growth and renewable energy in Europe: A random effect model with evidence for neutrality hypothesis. Energy Economics, 33(2), 257–263.
Mickiewicz, T. (2005). Economic transition in Central Europe and the Commonwealth of Independent States. New York: Palgrave Macmillan.
Narayan, P. K., & Prasad, A. (2008). Electricity consumption-real GDP causality nexus: Evidence from a bootstrapped causality test for 30 OECD countries. Energy Policy, 36(2), 910–918.
Narayan, P. K., & Smyth, R. (2009). Multivariate Granger causality between electricity consumption, exports and GDP: Evidence from a panel of Middle Eastern countries. Energy Policy, 37(1), 229–236.
Omri, A. (2014). An international literature survey on energy–economic growth nexus: Evidence from country-specific studies. Renewable and Sustainable Energy Reviews, 38, 951–959.
Ozturk, I., & Acaravci, A. (2011). Electricity consumption and real GDP causality nexus: Evidence from ARDL bounds testing approach for 11 MENA countries. Applied Energy, 88(8), 2885–2892.
Pesaran, M. H. (2004). General diagnostic tests for cross section dependence in panels. Cambridge Working Papers in Economics, 0435.
Pesaran, M. H. (2006). Estimation and inference in large heterogeneous panels with a multifactor error structure. Econometrica, 74(4), 967–1012.
Pesaran, M. H., & Yamagata, T. (2008). Testing slope homogeneity in large panels. Journal of Econometrics, 142(1), 50–93.
Smiech, S., & Papiez, M. (2014). Energy consumption and economic growth in the light of meeting the targets of energy policy in the EU: The bootstrap panel Granger causality approach. Energy Policy, 71, 118–129.
Soytas, U., & Sari, R. (2003). Energy consumption and GDP: Causality relationship in G-7 countries and emerging markets. Energy Economics, 25(1), 33–37.
Squalli, J. (2007). Electricity consumption and economic growth: Bounds and causality analyses of OPEC members. Energy Economics, 29(6), 1192–1205.
Swamy, P. A. V. B. (1970). Efficient Inference in a random coefficient regression model. Econometrica, 38(2), 311–323.
Wolde-Rufael, Y. (2006). Electricity consumption and economic growth: A time series experience for 17 African countries. Energy Policy, 34(10), 1106–1114.
Wolde-Rufael, Y. (2014). Electricity consumption and economic growth in transition countries: A revisit using bootstrap panel Granger causality analysis. Energy Economics, 44, 325–330.
Yildirim, E., Sukruoglu, D., & Aslan, A. (2014). Energy consumption and economic growth in the next 11 countries: The bootstrapped autoregressive metric causality approach. Energy Economics, 44, 14–21.
Yoo, S. H. (2006). The causal relationship between electricity consumption and economic growth in the ASEAN countries. Energy Policy, 34(18), 3573–3582.
Yoo, S. H., & Kwak, S. Y. (2010). Electricity consumption and economic growth in seven South American countries. Energy Policy, 38(1), 181–188.
Zellner, A. (1962). An efficient method of estimating seemingly unrelated regressions and tests for aggregation bias. Journal of the American Statistical Association, 57(298), 348–368.
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Zortuk, M., Karacan, S. Energy–growth nexus revisited: an empirical application on transition countries. Environ Dev Sustain 20, 605–623 (2018). https://doi.org/10.1007/s10668-016-9901-9
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DOI: https://doi.org/10.1007/s10668-016-9901-9