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Decomposing scale and technique effects of economic growth on energy consumption: Fresh evidence from developing economies

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  • Muhammad Shahbaz
  • Avik Sinha
  • Andreas Kontoleon

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 consumption. We have applied recent cointegration considering cross‐sectional dependence and structural breaks introduced by Westerlund and Edgerton, Oxford Bulletin of Economics and Statistics, 2008, 70, 665–704. 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 consumption. 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.

Suggested Citation

  • Muhammad Shahbaz & Avik Sinha & Andreas Kontoleon, 2022. "Decomposing scale and technique effects of economic growth on energy consumption: Fresh evidence from developing economies," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(2), pages 1848-1869, April.
    • Handle: RePEc:wly:ijfiec:v:27:y:2022:i:2:p:1848-1869
    DOI: 10.1002/ijfe.2246
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    as
    1. Beckerman, Wilfred, 1992. "Economic growth and the environment: Whose growth? whose environment?," World Development, Elsevier, vol. 20(4), pages 481-496, April.
    2. Catherine Wolfram & Orie Shelef & Paul Gertler, 2012. "How Will Energy Demand Develop in the Developing World?," Journal of Economic Perspectives, American Economic Association, vol. 26(1), pages 119-138, Winter.
    3. Jan Horst Keppler, 2007. "Causality and Cointegration between Energy Consumption and Economic Growth in Developing Countries," Palgrave Macmillan Books, in: Jan Horst Keppler & Régis Bourbonnais & Jacques Girod (ed.), The Econometrics of Energy Systems, chapter 4, pages 75-97, Palgrave Macmillan.
    4. Joakim Westerlund & David L. Edgerton, 2008. "A Simple Test for Cointegration in Dependent Panels with Structural Breaks," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(5), pages 665-704, October.
    5. Shahbaz, Muhammad & Lean, Hooi Hooi, 2012. "Does financial development increase energy consumption? The role of industrialization and urbanization in Tunisia," Energy Policy, Elsevier, vol. 40(C), pages 473-479.
    6. Paul, Shyamal & Bhattacharya, Rabindra N., 2004. "Causality between energy consumption and economic growth in India: a note on conflicting results," Energy Economics, Elsevier, vol. 26(6), pages 977-983, November.
    7. Ahmed, Khalid & Shahbaz, Muhammad & Kyophilavong, Phouphet, 2016. "Revisiting the emissions-energy-trade nexus: Evidence from the newly industrializing," MPRA Paper 68680, University Library of Munich, Germany, revised 05 Jan 2016.
    8. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    9. Muhammad Shahbaz & Avik Sinha, 2019. "Environmental Kuznets curve for CO2emissions: a literature survey," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 46(1), pages 106-168, January.
    10. Joseph E. Aldy & Alan J. Krupnick & Richard G. Newell & Ian W. H. Parry & William A. Pizer, 2010. "Designing Climate Mitigation Policy," Journal of Economic Literature, American Economic Association, vol. 48(4), pages 903-934, December.
    11. Islam, Faridul & Shahbaz, Muhammad & Ahmed, Ashraf U. & Alam, Md. Mahmudul, 2013. "Financial development and energy consumption nexus in Malaysia: A multivariate time series analysis," Economic Modelling, Elsevier, vol. 30(C), pages 435-441.
    12. Timo Boppart, 2014. "Structural Change and the Kaldor Facts in a Growth Model With Relative Price Effects and Non‐Gorman Preferences," Econometrica, Econometric Society, vol. 82, pages 2167-2196, November.
    13. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    14. Hondroyiannis, George & Lolos, Sarantis & Papapetrou, Evangelia, 2002. "Energy consumption and economic growth: assessing the evidence from Greece," Energy Economics, Elsevier, vol. 24(4), pages 319-336, July.
    15. Shahbaz, Muhammad & Mallick, Hrushikesh & Mahalik, Mantu Kumar & Sadorsky, Perry, 2016. "The role of globalization on the recent evolution of energy demand in India: Implications for sustainable development," Energy Economics, Elsevier, vol. 55(C), pages 52-68.
    16. Hasan, Syed Abul & Mozumder, Pallab, 2017. "Income and energy use in Bangladesh: A household level analysis," Energy Economics, Elsevier, vol. 65(C), pages 115-126.
    17. repec:dau:papers:123456789/120 is not listed on IDEAS
    18. Shahbaz, Muhammad & Zeshan, Muhammad & Afza, Talat, 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, Elsevier, vol. 29(6), pages 2310-2319.
    19. Susmita Dasgupta & Benoit Laplante & Hua Wang & David Wheeler, 2002. "Confronting the Environmental Kuznets Curve," Journal of Economic Perspectives, American Economic Association, vol. 16(1), pages 147-168, Winter.
    20. Lu Liu & Chong Zhou & Junbing Huang & Yu Hao, 2018. "The Impact of Financial Development on Energy Demand: Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(2), pages 269-287, January.
    21. Hunt Allcott & Michael Greenstone, 2012. "Is There an Energy Efficiency Gap?," Journal of Economic Perspectives, American Economic Association, vol. 26(1), pages 3-28, Winter.
    22. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    23. Shahbaz, Muhammad & Sinha, Avik, 2019. "Environmental Kuznets Curve for CO2 emission: A survey of empirical literature," MPRA Paper 100257, University Library of Munich, Germany, revised 2019.
    24. Brian R. Copeland & M. Scott Taylor, 2004. "Trade, Growth, and the Environment," Journal of Economic Literature, American Economic Association, vol. 42(1), pages 7-71, March.
    25. Peter Pedroni, 2000. "Fully Modified OLS for Heterogeneous Cointegrated Panels," Department of Economics Working Papers 2000-03, Department of Economics, Williams College.
    26. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    27. Lee, Chien-Chiang, 2005. "Energy consumption and GDP in developing countries: A cointegrated panel analysis," Energy Economics, Elsevier, vol. 27(3), pages 415-427, May.
    28. Barrett, Scott & Graddy, Kathryn, 2000. "Freedom, growth, and the environment," Environment and Development Economics, Cambridge University Press, vol. 5(4), pages 433-456, October.
    29. Richard T. Carson, 2010. "The Environmental Kuznets Curve: Seeking Empirical Regularity and Theoretical Structure," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 4(1), pages 3-23, Winter.
    30. Xiao-Ying Dong & Qiying Ran & Yu Hao, 2019. "On the nonlinear relationship between energy consumption and economic development in China: new evidence from panel data threshold estimations," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(4), pages 1837-1857, July.
    31. Aslan, Alper & Apergis, Nicholas & Topcu, Mert, 2014. "Banking development and energy consumption: Evidence from a panel of Middle Eastern countries," Energy, Elsevier, vol. 72(C), pages 427-433.
    32. Muhammad Shahbaz & Syed Jawad Hussain Shahzad & Mantu Kumar Mahalik & Perry Sadorsky, 2018. "How strong is the causal relationship between globalization and energy consumption in developed economies? A country-specific time-series and panel analysis," Applied Economics, Taylor & Francis Journals, vol. 50(13), pages 1479-1494, March.
    33. Chudik, Alexander & Pesaran, M. Hashem, 2015. "Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors," Journal of Econometrics, Elsevier, vol. 188(2), pages 393-420.
    34. Voigt, Sebastian & De Cian, Enrica & Schymura, Michael & Verdolini, Elena, 2014. "Energy intensity developments in 40 major economies: Structural change or technology improvement?," Energy Economics, Elsevier, vol. 41(C), pages 47-62.
    35. Shahbaz, Muhammad & Lahiani, Amine & Abosedra, Salah & Hammoudeh, Shawkat, 2018. "The role of globalization in energy consumption: A quantile cointegrating regression approach," Energy Economics, Elsevier, vol. 71(C), pages 161-170.
    36. Pradyot Ranjan Jena & Ulrike Grote, 2008. "Growth–trade–environment nexus in India," Economics Bulletin, AccessEcon, vol. 17(11), pages 1-11.
    37. Yang, Hao-Yen, 2000. "A note on the causal relationship between energy and GDP in Taiwan," Energy Economics, Elsevier, vol. 22(3), pages 309-317, June.
    38. Borozan, Djula, 2018. "Technical and total factor energy efficiency of European regions: A two-stage approach," Energy, Elsevier, vol. 152(C), pages 521-532.
    39. Mulder, Peter & de Groot, Henri L.F., 2012. "Structural change and convergence of energy intensity across OECD countries, 1970–2005," Energy Economics, Elsevier, vol. 34(6), pages 1910-1921.
    40. Greening, Lorna A. & Davis, William B. & Schipper, Lee, 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, Elsevier, vol. 20(1), pages 43-65, February.
    41. Alcantara, Vicent & Duarte, Rosa, 2004. "Comparison of energy intensities in European Union countries. Results of a structural decomposition analysis," Energy Policy, Elsevier, vol. 32(2), pages 177-189, January.
    42. Panayotou, Theodore, 1997. "Demystifying the environmental Kuznets curve: turning a black box into a policy tool," Environment and Development Economics, Cambridge University Press, vol. 2(4), pages 465-484, November.
    43. Jumbe, Charles B. L., 2004. "Cointegration and causality between electricity consumption and GDP: empirical evidence from Malawi," Energy Economics, Elsevier, vol. 26(1), pages 61-68, January.
    44. Jeffrey Frankel & Andrew Rose, 2002. "An Estimate of the Effect of Common Currencies on Trade and Income," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(2), pages 437-466.
    45. Mahadevan, Renuka & Asafu-Adjaye, John, 2007. "Energy consumption, economic growth and prices: A reassessment using panel VECM for developed and developing countries," Energy Policy, Elsevier, vol. 35(4), pages 2481-2490, April.
    46. Chandran, V.G.R. & Sharma, Susan & Madhavan, Karunagaran, 2010. "Electricity consumption-growth nexus: The case of Malaysia," Energy Policy, Elsevier, vol. 38(1), pages 606-612, January.
    47. Ang, B.W., 1987. "Structural changes and energy-demand forecasting in industry with applications to two newly industrialized countries," Energy, Elsevier, vol. 12(2), pages 101-111.
    48. Jushan Bai, 2009. "Panel Data Models With Interactive Fixed Effects," Econometrica, Econometric Society, vol. 77(4), pages 1229-1279, July.
    49. Axel Dreher, 2006. "Does globalization affect growth? Evidence from a new index of globalization," Applied Economics, Taylor & Francis Journals, vol. 38(10), pages 1091-1110.
    50. Luzzati, T. & Orsini, M., 2009. "Investigating the energy-environmental Kuznets curve," Energy, Elsevier, vol. 34(3), pages 291-300.
    51. Morimoto, Risako & Hope, Chris, 2004. "The impact of electricity supply on economic growth in Sri Lanka," Energy Economics, Elsevier, vol. 26(1), pages 77-85, January.
    52. Mahalik, Mantu Kumar & Babu, M. Suresh & Loganathan, Nanthakumar & Shahbaz, Muhammad, 2017. "Does financial development intensify energy consumption in Saudi Arabia?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 1022-1034.
    53. Cole, Matthew A., 2006. "Does trade liberalization increase national energy use?," Economics Letters, Elsevier, vol. 92(1), pages 108-112, July.
    54. Tetsuya Tsurumi & Shunsuke Managi, 2010. "Decomposition of the environmental Kuznets curve: scale, technique, and composition effects," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 11(1), pages 19-36, February.
    55. Çoban, Serap & Topcu, Mert, 2013. "The nexus between financial development and energy consumption in the EU: A dynamic panel data analysis," Energy Economics, Elsevier, vol. 39(C), pages 81-88.
    56. Peter Pedroni, 2001. "Purchasing Power Parity Tests In Cointegrated Panels," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 727-731, November.
    57. Lee, Chien-Chiang & Chang, Chun-Ping, 2005. "Structural breaks, energy consumption, and economic growth revisited: Evidence from Taiwan," Energy Economics, Elsevier, vol. 27(6), pages 857-872, November.
    58. Dong, Xiao-Ying & Hao, Yu, 2018. "Would income inequality affect electricity consumption? Evidence from China," Energy, Elsevier, vol. 142(C), pages 215-227.
    59. Avik Sinha, 2019. "Revisiting the growth-emission feedback mechanism: a note on contradicting results," Economics Bulletin, AccessEcon, vol. 39(1), pages 649-655.
    60. Ling, Chong Hui & Ahmed, Khalid & Muhamad, Rusnah binti & Shahbaz, Muhammad, 2015. "Decomposing the trade-environment nexus for Malaysia: What do the technique, scale, composition and comparative advantage effect indicate?," MPRA Paper 67165, University Library of Munich, Germany, revised 09 Oct 2015.
    61. Herwartz, H. & Siedenburg, F., 2008. "Homogenous panel unit root tests under cross sectional dependence: Finite sample modifications and the wild bootstrap," Computational Statistics & Data Analysis, Elsevier, vol. 53(1), pages 137-150, September.
    62. Zilberfarb, Ben-Zion & Adams, F. Gerard, 1981. "The energy-GDP relationship in developing countries : Empirical evidence and stability tests," Energy Economics, Elsevier, vol. 3(4), pages 244-248, October.
    63. Unknown, 2016. "Energy for Sustainable Development," Conference Proceedings 253270, Guru Arjan Dev Institute of Development Studies (IDSAsr).
    64. Jan Horst Keppler & Régis Bourbonnais & Jacques Girod (ed.), 2007. "The Econometrics of Energy Systems," Palgrave Macmillan Books, Palgrave Macmillan, number 978-0-230-62631-7.
    65. Burke, Paul J. & Csereklyei, Zsuzsanna, 2016. "Understanding the energy-GDP elasticity: A sectoral approach," Energy Economics, Elsevier, vol. 58(C), pages 199-210.
    66. Shahbaz, Muhammad & Balsalobre-Lorente, Daniel & Sinha, Avik, 2019. "Foreign Direct Investment–CO2 Emissions Nexus in Middle East and North African countries: Importance of Biomass Energy Consumption," MPRA Paper 91729, University Library of Munich, Germany, revised 19 Jan 2019.
    67. Sadorsky, Perry, 2011. "Financial development and energy consumption in Central and Eastern European frontier economies," Energy Policy, Elsevier, vol. 39(2), pages 999-1006, February.
    68. Soytas, Ugur & Sari, Ramazan, 2003. "Energy consumption and GDP: causality relationship in G-7 countries and emerging markets," Energy Economics, Elsevier, vol. 25(1), pages 33-37, January.
    69. Rehermann, F. & Pablo-Romero, M., 2018. "Economic growth and transport energy consumption in the Latin American and Caribbean countries," Energy Policy, Elsevier, vol. 122(C), pages 518-527.
    70. Hao, Yu & Liu, Yiming & Weng, Jia-Hsi & Gao, Yixuan, 2016. "Does the Environmental Kuznets Curve for coal consumption in China exist? New evidence from spatial econometric analysis," Energy, Elsevier, vol. 114(C), pages 1214-1223.
    71. repec:dau:papers:123456789/156 is not listed on IDEAS
    72. Chai, Jian & Du, Mengfan & Liang, Ting & Sun, Xiaojie Christine & Yu, Ji & Zhang, Zhe George, 2019. "Coal consumption in China: How to bend down the curve?," Energy Economics, Elsevier, vol. 80(C), pages 38-47.
    73. Abul Masih & Rumi Masih, 1998. "A multivariate cointegrated modelling approach in testing temporal causality between energy consumption, real income and prices with an application to two Asian LDCs," Applied Economics, Taylor & Francis Journals, vol. 30(10), pages 1287-1298.
    74. Masih, Abul M. M. & Masih, Rumi, 1996. "Energy consumption, real income and temporal causality: results from a multi-country study based on cointegration and error-correction modelling techniques," Energy Economics, Elsevier, vol. 18(3), pages 165-183, July.
    75. Zhang, Qianxue & Liao, Hua & Hao, Yu, 2018. "Does one path fit all? An empirical study on the relationship between energy consumption and economic development for individual Chinese provinces," Energy, Elsevier, vol. 150(C), pages 527-543.
    76. Muhammad Shahbaz, 2015. "Electricity Consumption, Financial Development and Economic Growth Nexus in Pakistan: A Visit," Bulletin of Energy Economics (BEE), The Economics and Social Development Organization (TESDO), vol. 3(2), pages 48-65, June.
    77. Peter C. B. Phillips & Donggyu Sul, 2003. "Dynamic panel estimation and homogeneity testing under cross section dependence *," Econometrics Journal, Royal Economic Society, vol. 6(1), pages 217-259, June.
    78. Fatai, K & Oxley, Les & Scrimgeour, F.G, 2004. "Modelling the causal relationship between energy consumption and GDP in New Zealand, Australia, India, Indonesia, The Philippines and Thailand," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 64(3), pages 431-445.
    79. Mohapatra, Sandeep & Adamowicz, Wiktor & Boxall, Peter, 2016. "Dynamic technique and scale effects of economic growth on the environment," Energy Economics, Elsevier, vol. 57(C), pages 256-264.
    80. Oh, Wankeun & Lee, Kihoon, 2004. "Causal relationship between energy consumption and GDP revisited: the case of Korea 1970-1999," Energy Economics, Elsevier, vol. 26(1), pages 51-59, January.
    81. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    82. Schmidt, Peter & Phillips, C B Peter, 1992. "LM Tests for a Unit Root in the Presence of Deterministic Trends," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 54(3), pages 257-287, August.
    83. Menegaki, Angeliki N. & Tsagarakis, Konstantinos P., 2015. "Rich enough to go renewable, but too early to leave fossil energy?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 1465-1477.
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