Shahbaz, Muhammad and Sinha, Avik and Kontoleon, Andreas (2020): Decomposing Scale and Technique Effects of Economic Growth on Energy Consumption: Fresh Evidence in Developing Economies.
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Abstract
This study contributes by investigating the association between scale, technique and composition effects on energy consumption by considering financial development, oil prices and globalization as potential determinants of economic growth and energy demand. We have applied recent cointegration considering cross-sectional dependence and structural breaks introduced by Westerlund and Edgerton (2008). Furthermore, FMOLS, DOLS and Cup-FMOLS are applied to examine impact of scale effect, technique effect, composition effect, financial development, oil prices and economic globalization on energy consumption. The empirical results show that variables are cointegrated for long run relationship. Scale effect and technique effect are negatively and positively linked with energy consumption. Composition effect and economic globalization stimulate energy demand. Contrarily, financial development and oil prices decline energy consumption. This empirical analysis helps policy makers of developing economies in designing their comprehensive environmental policy for sustainable economic development in long-run.
Item Type: | MPRA Paper |
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Original Title: | Decomposing Scale and Technique Effects of Economic Growth on Energy Consumption: Fresh Evidence in Developing Economies |
English Title: | Decomposing Scale and Technique Effects of Economic Growth on Energy Consumption: Fresh Evidence in Developing Economies |
Language: | English |
Keywords: | Scale and Technique Effects, Globalization, Energy Consumption |
Subjects: | Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q4 - Energy |
Item ID: | 102111 |
Depositing User: | Dr Muhammad Shahbaz |
Date Deposited: | 31 Jul 2020 08:48 |
Last Modified: | 31 Jul 2020 08:48 |
References: | Ahmed, K., Shahbaz, M. and Kyophilavong, P. (2016). Revisiting the emissions-energy-trade nexus: evidence from the newly industrializing countries. Environmental Sciences and Pollution Research, 23, 7676-7691. Alcantara, V. and Duarte, R. (2004). Comparison of energy intensities in European Union countries: results of a structural decomposition analysis. Energy Policy, 32, 177-189. Aldy, J., Krupnick, A., Newell, R., Parry, I. and Pizer, W. (2010). Designing climate mitigation policy. Journal of Economic Literature 48, 903–934. Allcott, H. and Greenstone, M. (2012). Is there an energy efficiency gap? The Journal of Economic Perspectives, 26, 3-28. Ambapour, S. and Massamba, C. (2005). Economic growth and energy consumption in Congo: an analysis in terms of causality. Working Paper No. 12, Brazzaville. Antweiler, W., Copeland, B. R. and Taylor, M. S. (2001). Is free trade good for the environment? The American Economic Review, 91, 877-908. Asafu-Adjaye, J. (2000). The relationship between energy consumption, energy prices and economic growth: time series evidence from Asian developing countries. Energy Economics, 22, 615–25. Aslan, A., Apergis, N. and Topcu, M. (2014). Banking development and energy consumption: Evidence from a panel of Middle Eastern countries. Energy, 72, 427-433. Balcilar, M., Ozdemir, Z. A. and Shahbaz, M. (2018). On the time‐varying links between oil and gold: New insights from the rolling and recursive rolling approaches. International Journal of Finance & Economics, 24, 1047-1065. Barrett, S. and Graddy, K. (2000). Freedom, growth and the environment. Environment and Development Economics, 5, 433-456. Beckerman, W. (1992). Economic growth and the environment: Whose growth? Whose environment? World Development, 20, 481-496. Boppart, T. (2014). Structural change and the Kaldor facts in a growth model with relative price effects and non-Gorman preferences. Econometrica, 82, 2167-2196. Borozan, D. (2018). Efficiency of energy taxes and the validity of the residential electricity environmental Kuznets curve in the European Union. Sustainability, 10, 1-16. Burke, P. J. Csereklyei, Z. (2016). Understanding the energy-GDP elasticity: A sectoral approach. Energy Economics, 58, 199-210. Carson, R. T. (2010). The environmental Kuznets curve: Seeking empirical regularity and theoretical structure. Review of Environmental Economics and Policy, 4, 3–23. Chai, J., Du, M., Liang, T. L., Sun, C., Yu, J. and Zhang, Z. G. (2019). Coal consumption in China: How to bend down the curve? Energy Economics, 80, 38-47. Chandran, V. G. R., Sharma, S. and Madhavan, K. (2010). Electricity consumption–growth nexus: The case of Malaysia. Energy Policy, 38, 606-612. Chintrakarm, P. and Millimet, D. (2008). Sub-national trade flows and state-level energy intensity. Department of Economics, Southern Methodist University. Chudik, A. and Pesaran, M. H. (2015). Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors. Journal of Econometrics, 188, 393-420. Coban, C. and Topcu, M. (2013). The nexus between financial development and energy consumption in the EU: a dynamic panel data analysis. Energy Economics, 39 81-88. Cole, M. (2006). Does trade liberalization increase national energy use? Economics Letters, 92, 108-112. Copeland, B. and Taylor, M. (2004). Trade, growth and the environment. Journal of Economic Literature, 42, 7–71. Dasgupta, S., Laplante, B., Wang, H. and Wheeler, D. (2002). Confronting the environmental Kuznets curve. Journal of Economic Perspective, 16, 147-168. Deichmann, U., Reuter, A., Vollmer, S. and Zhang, F. (2018). Relationship between energy intensity and economic growth. Policy Research Working Paper 8322, World Bank Group. Destek, M. A. (2018). Financial development and energy consumption nexus in emerging economies. Energy Sources, Part B: Economics, Planning, and Policy, 13, 76-81. Dong, X-Y. and Hao, Y. (2018). Would income inequality affect electricity consumption? Evidence from China. Energy, 142, 215-227. Dong, X-Y., Ran, Q. and Hao, Y. (2019). On the nonlinear relationship between energy consumption and economic development in China: new evidence from panel data threshold estimations. Quality & Quantity, doi.org/10.1007/s11135-019-00841-5. Dreher, A. (2006). Does globalization affect growth? Evidence from a new index of globalization. Applied Economics, 38, 1091–1110. Dumitrescu, E.I. and Hurlin, C. (2012). Testing for Granger non-causality in heterogeneous panels. Economic Modelling, 29, 1450–1460. Fatai, K., Oxley, L. and Scrimgeour, F. G. (2004). Modelling the causal relationship between energy consumption and GDP in New Zealand, Australia, India, Indonesia, the Phillippines and Thailand. Mathematics and Computers in Simulation 64, 431–445. Frankel, J. and Rose, A. (2002). An estimate of the effect of common currencies on trade and income. Quarterly Journal of Economics, 117, 437-466. Furuoka, F. (2015). Financial development and energy consumption: Evidence from a heterogeneous panel of Asian countries. Renewable and Sustainable Energy Reviews, 52, 430-444. Glasure, Y. U. and Lee, A. R. (1998). Cointegration, error-correction, and the relationship between GDP and electricity: the case of South Korea and Singapore. Resource and Energy Economics 20, 17–25. Greening, L. A., Davis, W. B. and Schipper, L. (1998). Decomposition of aggregate carbon intensity for the manufacturing sector: comparison of declining trends from 10 OECD countries for the period 1971–1991. Energy Economics, 20, 43-65. Grossman, G. M. and Krueger, A. B. (1995). Economic growth and the environment. Quarterly Journal of Economics, 110, 353-377. Grossman, G.M. and Krueger, A.B. (1991). Environmental impacts of a North American free trade agreement. NBER Working Paper 3914. Hao, Y., Liu, Y., Weng, J-H. and Gao, Y. (2016). Does the environmental Kuznets curve for coal consumption in China exist? New evidence from spatial econometric analysis. Energy, 114, 1214-1223. Hasan, S. A. and Mozumder, P. (2017). Income and energy use in Bangladesh: A household level analysis. Energy Economics, 65, 115-126. Herwartz, H. and Siedenburg, F. (2008). Homogenous panel unit root tests under cross sectional dependence: Finite sample modifications and the wild bootstrap. Computational Statistics & Data Analysis, 53, 137-150. Hoa, T. V.(1993). Effects of oil on output growth and inflation in developing countries: the case of Thailand. International Journal of Energy Research, 17, 29-33. Hondroyiannis, G., Lolos, S. and Papapetou, E. (2002). Energy consumption and economic growth: assessing the evidence from Greece. Energy Economics, 24, 319-336. IEA. (2012a). Energy technology perspectives. International Energy Agency, Paris. IEA. (2012b). World Energy Outlook 2012. International Energy Agency, Paris. IEO. (2010). International Energy Outlook 2010, U.S. Energy Information Administration. U.S. Department of Energy, Washington, DC. Im, K. S., Pesaran M. H. and Shin, Y., (2003). Testing for unit roots in heterogeneous panels. Journal of Econometrics, 115, 53-74. Im, K. S., Pesaran, H. M. and Shin, Y. (2003). Testing for unit roots in heterogeneous panels. Journal of Econometrics, 115, 53-74. Islam, F., Shahbaz, M., Ahmed, A. U. and Alam, M. (2013). Financial development and energy consumption nexus in Malaysia: A multivariate time series analysis. Economic Modelling, 30, 435-441. Jena, P. R. and Grote, U. (2008). Growth–trade–environment nexus in India. Economics Bulletin, 17, 1-11. Jumbe, C. B. L. (2004). Cointegration and causality between electricity consumption and GDP: empirical evidence from Malawi. Energy Economics 26, 61–68. Keppler, J. H. (2007). Causality and cointegration between energy consumption and economic growth in developing countries” In: Keppler, J.H., Bourbonnais, R., Girod, J. ed. The Econometrics of Energy Systems, New York: Palgrave Macmillan. Keppler, J. H., Bourbonnais, R. and Girod, J. (Eds.). (2007). The econometrics of energy systems. Palgrave Macmillan. Komal, R. and Abbass, F. (2015). Linking financial development, economic growth and energy consumption in Pakistan. Renewable and Sustainable Energy Reviews, 44, 211-220. Lee, C. (2005a) Energy consumption and GDP in developing countries: a cointegrated panel analysis. Energy Economics, 27, 415–27. Lee, C. and C. Chang (2005b). Structural breaks, energy consumption, and economic growth revisited: evidence from Taiwan. Energy Economics, 27, 857–72. Levin, A., Lin, C.-F. and Chu, C.-S. J. (2002). Unit root tests in panel data: Asymptotic and finite-sample properties. Journal of Econometrics, 108, 1-24. Ling, C. H., Ahmed, K., Muhamad, R. B. and Shahbaz, M. (2015). Decomposing the trade environment nexus for Malaysia: what do the technique, scale, composition, and comparative advantage effect indicate? Environmental Science and Pollution Research, 22, 20131- 20142. Liu, L., Zhou, C., Huang, J. and Hao, Y. (2018). The impact of financial development on energy demand: Evidence from China. Emerging Markets Finance and Trade, 54, 269-287. Luzzati, T. and Orsini, M. (2009). Investigating the energy-environmental Kuznets curve. Energy, 34, 291-300. Mahadevan, R. and Asafu, A. J. (2007). Energy consumption, economic growth and prices: a reassessment using panel VECM for developed and developing countries. Energy Policy, 35, 2481-2490. Mahalik M. K., Babu, S., Loganathan, N. and Shahbaz, M. (2017). Does financial development intensify energy consumption in Saudi Arabia? Renewable and Sustainable Energy Reviews, 75, 1022-1034. Masih, A.M.M. and Masih, R. (1998). A multivariate cointegrated modeling approach in testing temporal causality between energy consumption, real income and prices with an application to two Asian LDCs. Applied Economics, 30, 1287–1298. Masih, A. M. M. and Masih, R. (1996a). Energy consumption, real income and temporal causality: results from a multi-country study based on cointegration and error correcting modelling techniques. Energy Economics, 18, 165–83. Masih, A. M. M. and Masih, R. (1996b). Stock–Watson dynamic OLS (DOLS) and error-correction modeling approaches to estimating long- and short-run elasticities in a demand function: new evidence and methodological implications from an application to the demand for coal in Mainland China. Energy Economics, 18, 315–34. Medlock, K. B. and Soligo, R. (2001). Economic development and end-use energy demand. Energy Journal, 22, 77-105. Menegaki, N. A. and Tsagarakis, K. P. (2015). Rich enough to go renewable, but too early to leave fossil energy? Renewable and Sustainable Energy Reviews, 41, 1465-1477. Mohapatra, G. and Giri, A. K. (2015). Energy consumption, economic growth and CO2 emissions: empirical evidence from India. The Empirical Economics and Quantitative Economics Letters, 4, 17-32. Morimoto, R. and Hope, C. (2004). The impact of electricity supply on economic growth in Sri Lanka. Energy Economics 26, 77–85. Mulder, P. and De Groot, H. L. (2012). Structural change and convergence of energy intensity across OECD countries, 1970–2005. Energy Economics, 34, 1910-1921. Nguyen-Van, P. (2010). Energy consumption and income: A semiparametric panel data analysis. Energy Economics, 32, 557-563. OECD, (2012). OECD Environmental Outlook to 2050. OECD Publishing. http://dx.doi.org/10.1787/9789264122246-en. Oh, W. and Lee, K.(2004). Causal relationship between energy consumption and GDP revisited: the case of Korea 1970–1999. Energy Economics, 26, 51-59. Pablo-Romero, M. P. and Jesús, J. D. (2016). Economic growth and energy consumption: The Energy-Environmental Kuznets Curve for Latin America and the Caribbean. Renewable and Sustainable Energy Reviews, 60, 1343-1350. Pablo-Romero, M. P., Cruz, L. and Barata, E. (2017). Testing the transport energy-environmental Kuznets curve hypothesis in the EU27 countries. Energy Economics, 62, 257-269. Pablo-Romero, M. P., Sanchez-Braza, A. and Anna, G. (2018). Relationship between economic growth and residential energy use in transition economies. Climate and Development, doi.org/10.1080/17565529.2018.1442789 Panayotou, T. (1997). Demystifying the environmental Kuznets curve: turning a black box into a policy tool. Environment and Development Economics, 2, 465-484. Paul, S. and Bhattacharya, R.N. (2004). Causality between energy consumption and economic growth in India: a note on conflicting results. Energy Economics 26, 977–983. Pedroni, P. (2001a). Fully modified OLS for heterogeneous cointegrated panels. In Nonstationary panels, panel cointegration, and dynamic panels (pp. 93-130). Emerald Group Publishing Limited. Pedroni, P. (2001b). Purchasing power parity tests in cointegrated panels. Review of Economics and Statistics, 83, 727-731. Pesaran, M. H. (2007). A simple panel unit root test in the presence of cross sectional dependence. Journal of Applied Econometrics, 27, 265-312. Phillips, P. C. and Sul, D. (2003). Dynamic panel estimation and homogeneity testing under cross section dependence. The Econometrics Journal, 6, 217-259. Rehermann, R. and Pablo-Romero, M. (2018). Economic growth and transport energy consumption in the Latin American and Caribbean countries. Energy Policy, 122, 518-527. Sandeep, M., Adamowicz, V. and Boxall, P. (2016). Dynamic technique and scale effects of economic growth on the environment. Energy Economics, 57, 256-264. Sardosky, P. (2010). The impact of financial development on energy consumption in emerging economies. Energy Policy, 38, 2528-2535. Saud, S., Danish. and Chen, S. (2018). An empirical analysis of financial development and energy demand: Establishing the role of globalization. Environmental Science and Pollution Research, 25, 24326-24337. Schmidt, P. and Phillips, P. C. (1992). LM tests for a unit root in the presence of deterministic trends. Oxford Bulletin of Economics and Statistics, 54, 257-287. Shahbaz, M. (2015). Electricity consumption, financial development and economic growth nexus in Pakistan: A visit. Bulletin of Energy Economics, 3, 48-65. Shahbaz, M. and Lean, H. H. (2012). Does financial development increase energy consumption? The role of industrialization and urbanization in Tunisia. Energy Policy, 40, 473-479. Shahbaz, M., Hrushikesh, M., Kumar, M. M. and Sadorsky, P. (2016). The role of globalization on the recent evolution of energy demand in India: Implications for sustainable development. Energy Economics, 55, 52-68. Shahbaz, M., Lahiani, A., Abosedra, S. and Hammoudeh, S. (2018a). The role of globalization in energy consumption: A quantile cointegrating regression approach. Energy Economics, 71, 161–170. Shahbaz, M., Shahzad, S. J. H., Mahalik, M. K. and Sadorsky, P. (2018b). How strong is the causal relationship between globalization and energy consumption in developed economies? A country-specific and panel data analysis. Applied Economics, 13, 1479-1494. Shahbaz, M.and Sinha, A. (2019). Environmental Kuznets curve for CO2 emissions: a literature survey. Journal of Economic Studies, 46, 106-168. Shahbaz, M., Zeshan, M. and Afza, T. (2012). Is energy consumption effective to spur economic growth in Pakistan? New evidence from bounds test to level relationships and Granger causality tests. Economic Modelling, 29, 2310-2319. Soytas, U. and Sari, R. (2003). Energy consumption and GDP: causality relationship in G-7 countries and emerging markets. Energy Economics 25, 33–37. Suri, V. and Chapman, D. (1998). Economic growth, trade and energy: Implications for the environmental Kuznets curve. Ecological Economics, 25, 195-208. Topcu, M. and Payne, J. E. (2017). The financial development–energy consumption nexus revisited. Energy Sources, Part B: Economics, Planning and Policy. 12, 822-830. Tsurumi, T. and Managi, S. (2010). Decomposition of the environmental Kuznets curve: Scale, technique, and composition effects. Environmental Economics and Policy Studies, 11, 19-36. Van Benthem, A. A. (2015). Energy leapfrogging. Journal of the Association of Environmental and Resource Economists, 2, 93‐132. Voigt, S., De Cian, E., Schymura, M. and Verdolini, E. (2014). Energy intensity developments in 40 major economies: Structural change or technology improvement? Energy Economics, 41, 47-62. Westerlund, J. (2007). Testing for error correction in panel data. Oxford Bulletin of Economics and Statistics, 69, 709-748. Westerlund, J. and Edgerton, D. L. (2008). A simple test for cointegration in dependent panels with structural breaks. Oxford Bulletin of Economics and Statistics, 70, 665-704. Wolfram, C., Shelef, O. and Gertler, P. (2012). How will energy demand develop in the developing world? Journal of Economic Perspective, 26, 119–138. World Bank (2018). World Development Indicators. Available at: https://data.worldbank.org/indicator Yang, H. (2000). A note on the causal relationship between energy and GDP in Taiwan. Energy Economics, 22, 309–17. Yenokyan, K., Seater, J. and Arashahi, M. (2014). Economic growth with trade factors of production. International Economic Review, 55, 223-254. Yu, S. H. and Choi, J. Y. (1985). The causal relationship between energy and GNP: an international comparison. Journal of Energy Development 10, 249–272. Zhang, Q., Liao, H. and Hao, Y. (2018). Does one path fit all? Empirical study on the relationship between energy consumption and economic development for individual Chinese provinces. Energy, 150, 527-543. Zilberfarb, B-Z., Adams, F. G. (1981). The energy–GDP relationship in developing countries: empirical evidence and stability tests. Energy Economics, 3, 244–248. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/102111 |