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Does Clean Energy Use Have Threshold Effects on Economic Development? A Case of Theoretical and Empirical Analyses from China

Author

Listed:
  • Minglin Wang

    (School of Economics, Hangzhou Normal University, Hangzhou 311121, China)

  • Shaolong Zeng

    (School of Economics, Hangzhou Normal University, Hangzhou 311121, China)

  • Yunzhe Wang

    (School of Economics, Hangzhou Normal University, Hangzhou 311121, China)

  • Zhengxia He

    (School of Economics, Hangzhou Normal University, Hangzhou 311121, China)

Abstract
Increasingly serious energy security and environmental problems have become the main constraints to China’s economic development. Therefore, it is critical to explore the threshold effect of clean energy use on China’s economic growth. Based on the panel data of 30 Chinese provinces from 2000 to 2019 and using energy intensity (EI) as the threshold variable, this study adopts a panel threshold model to explore the threshold effect of clean energy development on the economy. Empirical results indicate that clean energy has a significant threshold effect on economic development, with the threshold value of EI being 0.7655. When EI is less than 0.7655, clean energy development has a more positive effect on economic growth. When the EI exceeds 0.7655, the impact is significantly positive but with a smaller coefficient. EI weakens the role of clean energy development in promoting economic growth. After 2015, the EI of most provinces in the sample was below the threshold value, which indicates that in recent years, with the economic cost of developing clean energy decreasing, the role of clean energy development in promoting the economy has become more significant. Therefore, we propose policy implications to better promote the effect of clean energy development in promoting economic growth.

Suggested Citation

  • Minglin Wang & Shaolong Zeng & Yunzhe Wang & Zhengxia He, 2022. "Does Clean Energy Use Have Threshold Effects on Economic Development? A Case of Theoretical and Empirical Analyses from China," IJERPH, MDPI, vol. 19(15), pages 1-18, August.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:15:p:9757-:d:882943
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    as
    1. Menegaki, Angeliki N., 2011. "Growth and renewable energy in Europe: A random effect model with evidence for neutrality hypothesis," Energy Economics, Elsevier, vol. 33(2), pages 257-263, March.
    2. Payne, James E., 2009. "On the dynamics of energy consumption and output in the US," Applied Energy, Elsevier, vol. 86(4), pages 575-577, April.
    3. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    4. FOSSONG Derrick & NDAMSA Dickson Thomas & BAYE Menjo Francis, 2021. "The Implications of Renewable and Non-Renewable Energy Consumption for Economic Growth in Cameroon," Energy Economics Letters, Asian Economic and Social Society, vol. 8(1), pages 29-41, June.
    5. Awerbuch, Shimon & Sauter, Raphael, 2006. "Exploiting the oil-GDP effect to support renewables deployment," Energy Policy, Elsevier, vol. 34(17), pages 2805-2819, November.
    6. Magnani, Natalia & Vaona, Andrea, 2013. "Regional spillover effects of renewable energy generation in Italy," Energy Policy, Elsevier, vol. 56(C), pages 663-671.
    7. Marques, António Cardoso & Fuinhas, José Alberto, 2012. "Is renewable energy effective in promoting growth?," Energy Policy, Elsevier, vol. 46(C), pages 434-442.
    8. Salim, Ruhul A. & Hassan, Kamrul & Shafiei, Sahar, 2014. "Renewable and non-renewable energy consumption and economic activities: Further evidence from OECD countries," Energy Economics, Elsevier, vol. 44(C), pages 350-360.
    9. Díaz, Antonia & Marrero, Gustavo A. & Puch, Luis A. & Rodríguez, Jesús, 2019. "Economic growth, energy intensity and the energy mix," Energy Economics, Elsevier, vol. 81(C), pages 1056-1077.
    10. Apergis, Nicholas & Payne, James E., 2010. "Renewable energy consumption and economic growth: Evidence from a panel of OECD countries," Energy Policy, Elsevier, vol. 38(1), pages 656-660, January.
    11. Dang, Viet Anh & Kim, Minjoo & Shin, Yongcheol, 2012. "Asymmetric capital structure adjustments: New evidence from dynamic panel threshold models," Journal of Empirical Finance, Elsevier, vol. 19(4), pages 465-482.
    12. Bhattacharya, Mita & Awaworyi Churchill, Sefa & Paramati, Sudharshan Reddy, 2017. "The dynamic impact of renewable energy and institutions on economic output and CO2 emissions across regions," Renewable Energy, Elsevier, vol. 111(C), pages 157-167.
    13. Batlle, Carlos, 2011. "A method for allocating renewable energy source subsidies among final energy consumers," Energy Policy, Elsevier, vol. 39(5), pages 2586-2595, May.
    14. 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.
    15. 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.
    16. Wang, Qiang & Wang, Lili, 2020. "Renewable energy consumption and economic growth in OECD countries: A nonlinear panel data analysis," Energy, Elsevier, vol. 207(C).
    17. Jamal Mamkhezri & Leonard A. Malczynski & Janie M. Chermak, 2021. "Assessing the Economic and Environmental Impacts of Alternative Renewable Portfolio Standards: Winners and Losers," Energies, MDPI, vol. 14(11), pages 1-23, June.
    18. Zhimin Peng & Qunqi Wu, 2020. "Evaluation of the relationship between energy consumption, economic growth, and CO2 emissions in China’ transport sector: the FMOLS and VECM approaches," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(7), pages 6537-6561, October.
    19. Ewing, Bradley T. & Payne, James E. & Caporin, Massimilano, 2022. "The Asymmetric Impact of Oil Prices and Production on Drilling Rig Trajectory: A correction," Resources Policy, Elsevier, vol. 79(C).
    20. Gorus, Muhammed Sehid & Aydin, Mucahit, 2019. "The relationship between energy consumption, economic growth, and CO2 emission in MENA countries: Causality analysis in the frequency domain," Energy, Elsevier, vol. 168(C), pages 815-822.
    21. Sari, Ramazan & Soytas, Ugur, 2007. "The growth of income and energy consumption in six developing countries," Energy Policy, Elsevier, vol. 35(2), pages 889-898, February.
    22. Arbex, Marcelo & Perobelli, Fernando S., 2010. "Solow meets Leontief: Economic growth and energy consumption," Energy Economics, Elsevier, vol. 32(1), pages 43-53, January.
    23. Chang, Tsangyao & Gupta, Rangan & Inglesi-Lotz, Roula & Simo-Kengne, Beatrice & Smithers, Devon & Trembling, Amy, 2015. "Renewable energy and growth: Evidence from heterogeneous panel of G7 countries using Granger causality," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 1405-1412.
    24. Tugcu, Can Tansel & Topcu, Mert, 2018. "Total, renewable and non-renewable energy consumption and economic growth: Revisiting the issue with an asymmetric point of view," Energy, Elsevier, vol. 152(C), pages 64-74.
    25. Bulut, Umit & Muratoglu, Gonul, 2018. "Renewable energy in Turkey: Great potential, low but increasing utilization, and an empirical analysis on renewable energy-growth nexus," Energy Policy, Elsevier, vol. 123(C), pages 240-250.
    26. 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.
    27. Stern, David I., 1993. "Energy and economic growth in the USA : A multivariate approach," Energy Economics, Elsevier, vol. 15(2), pages 137-150, April.
    28. Rahman, Mohammad Mafizur, 2021. "The dynamic nexus of energy consumption, international trade and economic growth in BRICS and ASEAN countries: A panel causality test," Energy, Elsevier, vol. 229(C).
    29. Okumus, İlyas & Guzel, Arif Eser & Destek, Mehmet Akif, 2021. "Renewable, Non-renewable Energy Consumption and Economic Growth Nexus in G7: Fresh Evidence from CS-ARDL," MPRA Paper 114136, University Library of Munich, Germany.
    30. Luzzati, T. & Orsini, M., 2009. "Investigating the energy-environmental Kuznets curve," Energy, Elsevier, vol. 34(3), pages 291-300.
    31. FOSSONG Derrick & NDAMSA Dickson Thomas & BAYE Menjo Francis, 2021. "The Implications of Renewable and Non-Renewable Energy Consumption for Economic Growth in Cameroon," Energy Economics Letters, Asian Economic and Social Society, vol. 8(1), pages 29-41.
    32. Hui Dai & Jamal Mamkhezri & Noman Arshed & Anam Javaid & Sultan Salem & Yousaf Ali Khan, 2022. "Role of Energy Mix in Determining Climate Change Vulnerability in G7 Countries," Sustainability, MDPI, vol. 14(4), pages 1-15, February.
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