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Renewable energy output, energy efficiency and cleaner energy: Evidence from non-parametric approach for emerging seven economies

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  • Wang, Chen
  • Xia, Mengli
  • Wang, Piao
  • Xu, Junjie

Abstract

In the contemporary era, environmental recovery is the primary objective of emerging and industrialized economies, where scholars and policy-makers propose adopting environmentally friendly energy resources such as renewables. Still, economies are paying less attention towards renewable energy consumption. In this sense, the current study aims to investigate the factors influencing renewable energy consumption in the emerging seven economies throughout 1990–2021. Specifically, this study explores the influence of renewable energy (electricity) output and energy efficiency on renewable energy consumption. Economic growth, carbon emissions, and technological innovation are control variables. Using various panel data approaches, the results verified slope coefficient heterogeneity, cross-section dependence, and the existence of the long-run cointegration relationship. Following the asymmetric distribution of data, this study uses novel method of moments quantile regression. The estimated results asserted that renewable energy output, energy efficiency, economic growth, and carbon emissions are the significant factors of renewable energy consumption. However, technological innovation substantially reduces renewable energy consumption. The robustness of the results is validated by bootstrap quantile regression, while the [1] panel Granger causality test confirms the two-way causal nexus between renewable energy consumption and the listed variables. Further, this study suggests increased investment in renewable energy output, the energy efficiency sector, and environmentally related technological innovation to encourage renewable energy consumption.

Suggested Citation

  • Wang, Chen & Xia, Mengli & Wang, Piao & Xu, Junjie, 2022. "Renewable energy output, energy efficiency and cleaner energy: Evidence from non-parametric approach for emerging seven economies," Renewable Energy, Elsevier, vol. 198(C), pages 91-99.
    • Handle: RePEc:eee:renene:v:198:y:2022:i:c:p:91-99
    DOI: 10.1016/j.renene.2022.07.154
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    as
    1. Chen, Yulong & Wang, Zheng & Zhong, Zhangqi, 2019. "CO2 emissions, economic growth, renewable and non-renewable energy production and foreign trade in China," Renewable Energy, Elsevier, vol. 131(C), pages 208-216.
    2. Ehigiamusoe, Kizito Uyi & Dogan, Eyup, 2022. "The role of interaction effect between renewable energy consumption and real income in carbon emissions: Evidence from low-income countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 154(C).
    3. Xu, Yong & Li, Shanshan & Zhou, Xiaoxiao & Shahzad, Umer & Zhao, Xin, 2022. "How environmental regulations affect the development of green finance: Recent evidence from polluting firms in China," Renewable Energy, Elsevier, vol. 189(C), pages 917-926.
    4. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    5. Lingui Qin & Syed Raheem & Muntasir Murshed & Xu Miao & Zeeshan Khan & Dervis Kirikkaleli, 2021. "Does financial inclusion limit carbon dioxide emissions? Analyzing the role of globalization and renewable electricity output," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(6), pages 1138-1154, November.
    6. Qiucheng Li & Jacob Cherian & Malik Shahzad Shabbir & Muhammad Safdar Sial & Jing Li & Ioana Mester & Alina Badulescu, 2021. "Exploring the Relationship between Renewable Energy Sources and Economic Growth. The Case of SAARC Countries," Energies, MDPI, vol. 14(3), pages 1-14, January.
    7. Kangyin Dong & Xiucheng Dong & Qingzhe Jiang, 2020. "How renewable energy consumption lower global CO2 emissions? Evidence from countries with different income levels," The World Economy, Wiley Blackwell, vol. 43(6), pages 1665-1698, June.
    8. Chen, Huangxin & Shi, Yi & Zhao, Xin, 2022. "Investment in renewable energy resources, sustainable financial inclusion and energy efficiency: A case of US economy," Resources Policy, Elsevier, vol. 77(C).
    9. Ma, Qiang & Mentel, Grzegorz & Zhao, Xin & Salahodjaev, Raufhon & Kuldasheva, Zebo, 2022. "Natural resources tax volatility and economic performance: Evaluating the role of digital economy," Resources Policy, Elsevier, vol. 75(C).
    10. Jianda Wang & Xiucheng Dong & Kangyin Dong, 2021. "How renewable energy reduces CO2 emissions? Decoupling and decomposition analysis for 25 countries along the Belt and Road," Applied Economics, Taylor & Francis Journals, vol. 53(40), pages 4597-4613, August.
    11. Muhammad Kamran Khan & Muhammad Imran Khan & Muhammad Rehan, 2020. "The relationship between energy consumption, economic growth and carbon dioxide emissions in Pakistan," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 6(1), pages 1-13, December.
    12. Jorg Breitung, 2005. "A Parametric approach to the Estimation of Cointegration Vectors in Panel Data," Econometric Reviews, Taylor & Francis Journals, vol. 24(2), pages 151-173.
    13. Farhani, Sahbi & Shahbaz, Muhammad, 2014. "What role of renewable and non-renewable electricity consumption and output is needed to initially mitigate CO2 emissions in MENA region?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 40(C), pages 80-90.
    14. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    15. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    16. Bhattacharya, Mita & Paramati, Sudharshan Reddy & Ozturk, Ilhan & Bhattacharya, Sankar, 2016. "The effect of renewable energy consumption on economic growth: Evidence from top 38 countries," Applied Energy, Elsevier, vol. 162(C), pages 733-741.
    17. 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.
    18. Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
    19. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    20. Muntasir Murshed & Mohamed Elheddad & Rizwan Ahmed & Mohga Bassim & Ei Thuzar Than, 2022. "Foreign Direct Investments, Renewable Electricity Output, and Ecological Footprints: Do Financial Globalization Facilitate Renewable Energy Transition and Environmental Welfare in Bangladesh?," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 29(1), pages 33-78, March.
    21. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    22. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    23. Iuliana Matei, 2017. "Is there a Link between Renewable Energy Consumption and Economic Growth? A Dynamic Panel Investigation for the OECD Countries," Revue d'économie politique, Dalloz, vol. 127(6), pages 985-1012.
    24. Gyimah, Justice & Yao, Xilong & Tachega, Mark Awe & Sam Hayford, Isaac & Opoku-Mensah, Evans, 2022. "Renewable energy consumption and economic growth: New evidence from Ghana," Energy, Elsevier, vol. 248(C).
    25. Murillo Campello & Antonio F. Galvao & Ted Juhl, 2019. "Testing for Slope Heterogeneity Bias in Panel Data Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(4), pages 749-760, October.
    26. Sueyoshi, Toshiyuki & Mo, Fei & Wang, Derek D., 2022. "Sustainable development of countries all over the world and the impact of renewable energy," Renewable Energy, Elsevier, vol. 184(C), pages 320-331.
    27. Urszula Mentel & Elżbieta Wolanin & Mansur Eshov & Raufhon Salahodjaev, 2022. "Industrialization and CO 2 Emissions in Sub-Saharan Africa: The Mitigating Role of Renewable Electricity," Energies, MDPI, vol. 15(3), pages 1-12, January.
    28. Rahman, Mohammad Mafizur & Sultana, Nahid & Velayutham, Eswaran, 2022. "Renewable energy, energy intensity and carbon reduction: Experience of large emerging economies," Renewable Energy, Elsevier, vol. 184(C), pages 252-265.
    29. Yilmaz Bayar & Marius Dan Gavriletea, 2019. "Energy efficiency, renewable energy, economic growth: evidence from emerging market economies," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(4), pages 2221-2234, July.
    30. Marius-Corneliu Marinaș & Marin Dinu & Aura-Gabriela Socol & Cristian Socol, 2018. "Renewable energy consumption and economic growth. Causality relationship in Central and Eastern European countries," PLOS ONE, Public Library of Science, vol. 13(10), pages 1-29, October.
    31. Ronny Correa-Quezada & María del Cisne Tituaña-Castillo & María de la Cruz del Río-Rama & José Álvarez-García, 2022. "Effects of Increased Renewable Energy Consumption on Electricity Prices: Evidence for Six South American Countries," Energies, MDPI, vol. 15(2), pages 1-19, January.
    32. Hoang Phong Le & Ho Hoang Gia Bao, 2020. "Renewable and Nonrenewable Energy Consumption, Government Expenditure, Institution Quality, Financial Development, Trade Openness, and Sustainable Development in Latin America and Caribbean Emerging M," International Journal of Energy Economics and Policy, Econjournals, vol. 10(1), pages 242-248.
    33. Husaini, Dzul Hadzwan & Lean, Hooi Hooi, 2022. "Renewable and non-renewable electricity-growth nexus in Asia: The role of private power plants and oil price threshold effect," Resources Policy, Elsevier, vol. 78(C).
    34. Omri, Anis & Nguyen, Duc Khuong, 2014. "On the determinants of renewable energy consumption: International evidence," Energy, Elsevier, vol. 72(C), pages 554-560.
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    2. Izabela Jonek-Kowalska, 2023. "Motives for the Use of Photovoltaic Installations in Poland against the Background of the Share of Solar Energy in the Structure of Energy Resources in the Developing Economies of Central and Eastern ," Resources, MDPI, vol. 12(8), pages 1-25, July.
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