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Renewable energy resources, natural resources volatility and economic performance: Evidence from BRICS

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  • Wu, Di
  • Yang, Yuping
  • Shi, Yi
  • Xu, Meng
  • Zou, Wenjie

Abstract

This study analyzed the nexus of natural resources volatility, carbon emissions, renewable energy resources, and economic performance in Brazil, Russia, India, China and South Africa over the period 1990–2020. For empirical investigation, the panel estimations are used which reveals that all these variables are stationary with mixed order of integration. While the Westerlund test confirms that these variables are cointegrated. Due to non-normality behavior of the data, panel quantile regression is employed that demonstrate that renewable energy resources and carbon emissions are positively associated with the region's economic performance, whereas carbon emission is found a prominent factor of economic performance than renewable energy resources. Moreover, natural resources volatility is also a crucial factor of economic performance. The results asserted that natural gas rents and coal rents are positively associated with economic performance, while oil rents are insignificant. Moreover, the study found unidirectional causal nexus running from renewable energy to economic performance, and bidirectional causality between carbon emissions and economic performance, oil rents and economic performance, natural gas rents and economic performance. However, no causal association is evident in the coal rents and economic performance. Based on the empirical results, policy suggestions are also provided for sustainable economic performance.

Suggested Citation

  • Wu, Di & Yang, Yuping & Shi, Yi & Xu, Meng & Zou, Wenjie, 2022. "Renewable energy resources, natural resources volatility and economic performance: Evidence from BRICS," Resources Policy, Elsevier, vol. 76(C).
  • Handle: RePEc:eee:jrpoli:v:76:y:2022:i:c:s0301420722000708
    DOI: 10.1016/j.resourpol.2022.102621
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    as
    1. Ahmad Farabi & Azrai Abdullah & Rahmat Heru Setianto, 2019. "Energy Consumption, Carbon Emissions and Economic Growth in Indonesia and Malaysia," International Journal of Energy Economics and Policy, Econjournals, vol. 9(3), pages 338-345.
    2. Baz, Khan & Cheng, Jinhua & Xu, Deyi & Abbas, Khizar & Ali, Imad & Ali, Hashmat & Fang, Chuandi, 2021. "Asymmetric impact of fossil fuel and renewable energy consumption on economic growth: A nonlinear technique," Energy, Elsevier, vol. 226(C).
    3. M S Karimi & S Ahmad & H Karamelikli & D T Dinç & Y A Khan & M T Sabzehei & S Z Abbas, 2021. "Dynamic linkages between renewable energy, carbon emissions and economic growth through nonlinear ARDL approach: Evidence from Iran," PLOS ONE, Public Library of Science, vol. 16(7), pages 1-15, July.
    4. Khan, Zeeshan & Ali, Shahid & Dong, Kangyin & Li, Rita Yi Man, 2021. "How does fiscal decentralization affect CO2 emissions? The roles of institutions and human capital," Energy Economics, Elsevier, vol. 94(C).
    5. 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.
    6. 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.
    7. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    8. Shahbaz, Muhammad & Hye, Qazi Muhammad Adnan & Tiwari, Aviral Kumar & Leitão, Nuno Carlos, 2013. "Economic growth, energy consumption, financial development, international trade and CO2 emissions in Indonesia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 109-121.
    9. Shahbaz, Muhammad & Destek, Mehmet Akif & Dong, Kangyin & Jiao, Zhilun, 2021. "Time-varying impact of financial development on carbon emissions in G-7 countries: Evidence from the long history," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    10. Samira Shayanmehr & Shida Rastegari Henneberry & Mahmood Sabouhi Sabouni & Naser Shahnoushi Foroushani, 2020. "Climate Change and Sustainability of Crop Yield in Dry Regions Food Insecurity," Sustainability, MDPI, vol. 12(23), pages 1-24, November.
    11. Ocal, Oguz & Aslan, Alper, 2013. "Renewable energy consumption–economic growth nexus in Turkey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 28(C), pages 494-499.
    12. Chen, Chaoyi & Pinar, Mehmet & Stengos, Thanasis, 2020. "Renewable energy consumption and economic growth nexus: Evidence from a threshold model," Energy Policy, Elsevier, vol. 139(C).
    13. Zhao, Jun & Shahbaz, Muhammad & Dong, Xiucheng & Dong, Kangyin, 2021. "How does financial risk affect global CO2 emissions? The role of technological innovation," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    14. Ma, Qiang & Zhang, Mei & Ali, Sher & Kirikkaleli, Dervis & Khan, Zeeshan, 2021. "Natural resources commodity prices volatility and economic performance: Evidence from China pre and post COVID-19," Resources Policy, Elsevier, vol. 74(C).
    15. Radmehr, Riza & Henneberry, Shida Rastegari & Shayanmehr, Samira, 2021. "Renewable Energy Consumption, CO2 Emissions, and Economic Growth Nexus: A Simultaneity Spatial Modeling Analysis of EU Countries," Structural Change and Economic Dynamics, Elsevier, vol. 57(C), pages 13-27.
    16. Zhao, Xin & Mahendru, Mandeep & Ma, Xiaowei & Rao, Amar & Shang, Yuping, 2022. "Impacts of environmental regulations on green economic growth in China: New guidelines regarding renewable energy and energy efficiency," Renewable Energy, Elsevier, vol. 187(C), pages 728-742.
    17. 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.
    18. 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.
    19. Radchenko, Stanislav, 2005. "Oil price volatility and the asymmetric response of gasoline prices to oil price increases and decreases," Energy Economics, Elsevier, vol. 27(5), pages 708-730, September.
    20. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    21. Auty, Richard M., 2007. "Natural resources, capital accumulation and the resource curse," Ecological Economics, Elsevier, vol. 61(4), pages 627-634, March.
    22. Buchinsky, Moshe, 1994. "Changes in the U.S. Wage Structure 1963-1987: Application of Quantile Regression," Econometrica, Econometric Society, vol. 62(2), pages 405-458, March.
    23. Bölük, Gülden & Mert, Mehmet, 2014. "Fossil & renewable energy consumption, GHGs (greenhouse gases) and economic growth: Evidence from a panel of EU (European Union) countries," Energy, Elsevier, vol. 74(C), pages 439-446.
    24. Canh, Nguyen Phuc & Schinckus, Christophe & Thanh, Su Dinh, 2020. "The natural resources rents: Is economic complexity a solution for resource curse?," Resources Policy, Elsevier, vol. 69(C).
    25. Sun, Li & Wang, Yang, 2021. "Global economic performance and natural resources commodity prices volatility: Evidence from pre and post COVID-19 era," Resources Policy, Elsevier, vol. 74(C).
    26. Buchinsky, Moshe, 1995. "Estimating the asymptotic covariance matrix for quantile regression models a Monte Carlo study," Journal of Econometrics, Elsevier, vol. 68(2), pages 303-338, August.
    27. Sharma, Gagan Deep & Tiwari, Aviral Kumar & Jain, Mansi & Yadav, Anshita & Srivastava, Mrinalini, 2021. "COVID-19 and environmental concerns: A rapid review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 148(C).
    28. Arshad Hayat & Muhammad Tahir, 2021. "Natural Resources Volatility and Economic Growth: Evidence from the Resource-Rich Region," JRFM, MDPI, vol. 14(2), pages 1-17, February.
    29. Eric R. Eide & Mark H. Showalter, 1999. "Factors Affecting the Transmission of Earnings across Generations: A Quantile Regression Approach," Journal of Human Resources, University of Wisconsin Press, vol. 34(2), pages 253-267.
    30. Umer Shahzad & Magdalena Radulescu & Syed Rahim & Cem Isik & Zahid Yousaf & Stefan Alexandru Ionescu, 2021. "Do Environment-Related Policy Instruments and Technologies Facilitate Renewable Energy Generation? Exploring the Contextual Evidence from Developed Economies," Energies, MDPI, vol. 14(3), pages 1-25, January.
    31. Prasad, Arti & Narayan, Paresh Kumar & Narayan, Jashwini, 2007. "Exploring the oil price and real GDP nexus for a small island economy, the Fiji Islands," Energy Policy, Elsevier, vol. 35(12), pages 6506-6513, December.
    32. Ahmed, Khalid & Mahalik, Mantu Kumar & Shahbaz, Muhammad, 2016. "Dynamics between economic growth, labor, capital and natural resource abundance in Iran: An application of the combined cointegration approach," Resources Policy, Elsevier, vol. 49(C), pages 213-221.
    33. Sharma, Gagan Deep & Tiwari, Aviral Kumar & Erkut, Burak & Mundi, Hardeep Singh, 2021. "Exploring the nexus between non-renewable and renewable energy consumptions and economic development: Evidence from panel estimations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 146(C).
    34. Samira Shayanmehr & Shida Rastegari Henneberry & Mahmood Sabouhi Sabouni & Naser Shahnoushi Foroushani, 2020. "Drought, Climate Change, and Dryland Wheat Yield Response: An Econometric Approach," IJERPH, MDPI, vol. 17(14), pages 1-18, July.
    35. Galadima, Mukhtar Danladi & Aminu, Abubakar Wambai, 2020. "Nonlinear unit root and nonlinear causality in natural gas - economic growth nexus: Evidence from Nigeria," Energy, Elsevier, vol. 190(C).
    36. Abbasi, Kashif & Jiao, Zhilun & Khan, Arman & Shahbaz, Muhammad, 2020. "Asymmetric impact of renewable and non-renewable energy on economic growth in Pakistan: New evidence from a nonlinear analysis," MPRA Paper 101854, University Library of Munich, Germany, revised 13 Jul 2020.
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