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How does renewable energy encourage carbon unlocking? A global case for decarbonization

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  • Zhao, Congyu
  • Wang, Jianda
  • Dong, Kangyin
  • Wang, Kun

Abstract

Fossil energy has contributed to economic growth while creating serious carbon lock-in (CLI), but the development of renewable energy may be able to break this paradox. Therefore, this study uses the instrumental variable-generalized method of moments (IV-GMM) approach to assess the impact of renewable energy consumption (REC) on CLI, based on the data of 77 countries during the period 2000–2020. We also explore the CLI mitigation effect brought by different kinds of REC and generation. Moreover, the asymmetric effect and the direct and indirect impact mechanisms are also investigated. We thus have made the following findings: (1) REC significantly contributes to CLI reduction around the world, a proposal that remains robust under a series of robustness tests; (2) geothermal energy consumption and generation have the most remarkable effects on CLI inhibition; (3) REC shows a higher marginal effect on low quantiles of CLI (e.g., the 10th quantile) than high quantiles of CLI (e.g., the 90th quantile); and (4) REC can not only directly lead to CLI reduction, but it can also indirectly reduce CLI through technology effect and scale effect. These findings have important implications for promoting the energy transition and mitigating climate change. Based on these findings, we put forward some policy implications for the governments to cope with the CLI issue.

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  • Zhao, Congyu & Wang, Jianda & Dong, Kangyin & Wang, Kun, 2023. "How does renewable energy encourage carbon unlocking? A global case for decarbonization," Resources Policy, Elsevier, vol. 83(C).
    • Handle: RePEc:eee:jrpoli:v:83:y:2023:i:c:s0301420723003331
    DOI: 10.1016/j.resourpol.2023.103622
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    as
    1. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2003. "Instrumental variables and GMM: Estimation and testing," Stata Journal, StataCorp LP, vol. 3(1), pages 1-31, March.
    2. Unruh, Gregory C., 2002. "Escaping carbon lock-in," Energy Policy, Elsevier, vol. 30(4), pages 317-325, March.
    3. 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.
    4. Dong, Jiajia & Dou, Yue & Jiang, Qingzhe & Zhao, Jun, 2022. "Can financial inclusion facilitate carbon neutrality in China? The role of energy efficiency," Energy, Elsevier, vol. 251(C).
    5. Lahiani, Amine & Mefteh-Wali, Salma & Shahbaz, Muhammad & Vo, Xuan Vinh, 2021. "Does financial development influence renewable energy consumption to achieve carbon neutrality in the USA?," Energy Policy, Elsevier, vol. 158(C).
    6. Li, Feng & Liu, Hao & Ma, Yinhan & Xie, Xiaohua & Wang, Yunshu & Yang, Yejun, 2022. "Low-carbon spatial differences of renewable energy technologies: Empirical evidence from the Yangtze River Economic Belt," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    7. Fang, Zhen, 2023. "Assessing the impact of renewable energy investment, green technology innovation, and industrialization on sustainable development: A case study of China," Renewable Energy, Elsevier, vol. 205(C), pages 772-782.
    8. Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
    9. Kristian S. Nielsen & Kimberly A. Nicholas & Felix Creutzig & Thomas Dietz & Paul C. Stern, 2021. "The role of high-socioeconomic-status people in locking in or rapidly reducing energy-driven greenhouse gas emissions," Nature Energy, Nature, vol. 6(11), pages 1011-1016, November.
    10. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-529, October.
    11. Bambawale, Malavika Jain & Sovacool, Benjamin K., 2011. "India's energy security: A sample of business, government, civil society, and university perspectives," Energy Policy, Elsevier, vol. 39(3), pages 1254-1264, March.
    12. Carley, Sanya, 2011. "Historical analysis of U.S. electricity markets: Reassessing carbon lock-in," Energy Policy, Elsevier, vol. 39(2), pages 720-732, February.
    13. Unruh, Gregory C., 2000. "Understanding carbon lock-in," Energy Policy, Elsevier, vol. 28(12), pages 817-830, October.
    14. Babajide, Abisoye & Brito, Miguel Centeno, 2021. "Solar PV systems to eliminate or reduce the use of diesel generators at no additional cost: A case study of Lagos, Nigeria," Renewable Energy, Elsevier, vol. 172(C), pages 209-218.
    15. Lund, P.D., 2009. "Effects of energy policies on industry expansion in renewable energy," Renewable Energy, Elsevier, vol. 34(1), pages 53-64.
    16. Brownstone, David & Golob, Thomas F., 2009. "The impact of residential density on vehicle usage and energy consumption," Journal of Urban Economics, Elsevier, vol. 65(1), pages 91-98, January.
    17. Chen, Xu & Li, Zhongshu & Gallagher, Kevin P. & Mauzerall, Denise L., 2021. "Financing carbon lock-in in developing countries: Bilateral financing for power generation technologies from China, Japan, and the United States," Applied Energy, Elsevier, vol. 300(C).
    18. Zhao, Congyu & Wang, Kun & Dong, Xiucheng & Dong, Kangyin, 2022. "Is smart transportation associated with reduced carbon emissions? The case of China," Energy Economics, Elsevier, vol. 105(C).
    19. Lin, Boqiang & Zhu, Runqing, 2022. "How does market-oriented reform influence the rebound effect of China’s mining industry?," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 34-44.
    20. Sinha, Sarvajeet Kumar & Srikanth, R. & Mahalingam, Sudha, 2022. "Regulatory framework for India's energy security and sustainability," Energy Policy, Elsevier, vol. 162(C).
    21. Fridolin Krausmann & Marina Fischer-Kowalski & Heinz Schandl & Nina Eisenmenger, 2008. "The Global Sociometabolic Transition," Journal of Industrial Ecology, Yale University, vol. 12(5-6), pages 637-656, October.
    22. Shahbaz, Muhammad & Wang, Jianda & Dong, Kangyin & Zhao, Jun, 2022. "The impact of digital economy on energy transition across the globe: The mediating role of government governance," Renewable and Sustainable Energy Reviews, Elsevier, vol. 166(C).
    23. Mattauch, Linus & Creutzig, Felix & Edenhofer, Ottmar, 2015. "Avoiding carbon lock-in: Policy options for advancing structural change," Economic Modelling, Elsevier, vol. 50(C), pages 49-63.
    24. Zhao, Congyu & Dong, Kangyin & Wang, Kun & Dong, Xiucheng, 2022. "How does energy trilemma eradication reduce carbon emissions? The role of dual environmental regulation for China," Energy Economics, Elsevier, vol. 116(C).
    25. Zhu, Xuehong & Ding, Qian & Chen, Jinyu, 2022. "How does critical mineral trade pattern affect renewable energy development? The mediating role of renewable energy technological progress," Energy Economics, Elsevier, vol. 112(C).
    26. Khan, Samiha & Murshed, Muntasir & Ozturk, Ilhan & Khudoykulov, Khurshid, 2022. "The roles of energy efficiency improvement, renewable electricity production, and financial inclusion in stimulating environmental sustainability in the Next Eleven countries," Renewable Energy, Elsevier, vol. 193(C), pages 1164-1176.
    27. Wang, Bo & Wang, Jianda & Dong, Kangyin & Dong, Xiucheng, 2023. "Is the digital economy conducive to the development of renewable energy in Asia?," Energy Policy, Elsevier, vol. 173(C).
    28. Zhao, Ning & You, Fengqi, 2020. "Can renewable generation, energy storage and energy efficient technologies enable carbon neutral energy transition?," Applied Energy, Elsevier, vol. 279(C).
    29. Acheampong, Alex O. & Dzator, Janet & Shahbaz, Muhammad, 2021. "Empowering the powerless: Does access to energy improve income inequality?," Energy Economics, Elsevier, vol. 99(C).
    30. Uzar, Umut, 2020. "Political economy of renewable energy: Does institutional quality make a difference in renewable energy consumption?," Renewable Energy, Elsevier, vol. 155(C), pages 591-603.
    31. Ngar-yin Mah, Daphne & Wu, Yun-Ying & Ronald Hills, Peter, 2017. "Explaining the role of incumbent utilities in sustainable energy transitions: A case study of the smart grid development in China," Energy Policy, Elsevier, vol. 109(C), pages 794-806.
    32. Shahbaz, Muhammad & Nwani, Chinazaekpere & Bekun, Festus Victor & Gyamfi, Bright Akwasi & Agozie, Divine Q., 2022. "Discerning the role of renewable energy and energy efficiency in finding the path to cleaner consumption and production patterns: New insights from developing economies," Energy, Elsevier, vol. 260(C).
    33. Wang, Yihan & Xiong, Siqin & Ma, Xiaoming, 2022. "Carbon inequality in global trade: Evidence from the mismatch between embodied carbon emissions and value added," Ecological Economics, Elsevier, vol. 195(C).
    34. Mulier, Klaas & Samarin, Ilia, 2021. "Sector heterogeneity and dynamic effects of innovation subsidies: Evidence from Horizon 2020," Research Policy, Elsevier, vol. 50(10).
    35. David M. Drukker, 2003. "Testing for serial correlation in linear panel-data models," Stata Journal, StataCorp LP, vol. 3(2), pages 168-177, June.
    36. Bertram, Christoph & Johnson, Nils & Luderer, Gunnar & Riahi, Keywan & Isaac, Morna & Eom, Jiyong, 2015. "Carbon lock-in through capital stock inertia associated with weak near-term climate policies," Technological Forecasting and Social Change, Elsevier, vol. 90(PA), pages 62-72.
    37. Lingyun Mi & Yuhuan Sun & Lijie Qiao & Tianwen Jia & Yang Yang & Tao Lv, 2021. "Analysis of the Cause of Household Carbon Lock-In for Chinese Urban Households," IJERPH, MDPI, vol. 18(4), pages 1-16, February.
    38. Wang, Yuan & Zhang, Xiang & Kubota, Jumpei & Zhu, Xiaodong & Lu, Genfa, 2015. "A semi-parametric panel data analysis on the urbanization-carbon emissions nexus for OECD countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 48(C), pages 704-709.
    39. Ibrahiem, Dalia M. & Hanafy, Shaimaa A., 2021. "Do energy security and environmental quality contribute to renewable energy? The role of trade openness and energy use in North African countries," Renewable Energy, Elsevier, vol. 179(C), pages 667-678.
    40. Sahin, Habip & Esen, Hikmet, 2022. "The usage of renewable energy sources and its effects on GHG emission intensity of electricity generation in Turkey," Renewable Energy, Elsevier, vol. 192(C), pages 859-869.
    41. Unruh, Gregory C. & Carrillo-Hermosilla, Javier, 2006. "Globalizing carbon lock-in," Energy Policy, Elsevier, vol. 34(10), pages 1185-1197, July.
    42. Hu, Hui & Xie, Nan & Fang, Debin & Zhang, Xiaoling, 2018. "The role of renewable energy consumption and commercial services trade in carbon dioxide reduction: Evidence from 25 developing countries," Applied Energy, Elsevier, vol. 211(C), pages 1229-1244.
    43. Tiwari, Aviral Kumar & Aikins Abakah, Emmanuel Joel & Gabauer, David & Dwumfour, Richard Adjei, 2022. "Dynamic spillover effects among green bond, renewable energy stocks and carbon markets during COVID-19 pandemic: Implications for hedging and investments strategies," Global Finance Journal, Elsevier, vol. 51(C).
    44. Kuang, Hewu & Akmal, Zeeshan & Li, Feifei, 2022. "Measuring the effects of green technology innovations and renewable energy investment for reducing carbon emissions in China," Renewable Energy, Elsevier, vol. 197(C), pages 1-10.
    45. K. Frieler & M. Meinshausen & A. Golly & M. Mengel & K. Lebek & S. D. Donner & O. Hoegh-Guldberg, 2013. "Limiting global warming to 2 °C is unlikely to save most coral reefs," Nature Climate Change, Nature, vol. 3(2), pages 165-170, February.
    46. West, J. & Bailey, I. & Winter, M., 2010. "Renewable energy policy and public perceptions of renewable energy: A cultural theory approach," Energy Policy, Elsevier, vol. 38(10), pages 5739-5748, October.
    47. Dogan, Eyup & Seker, Fahri, 2016. "The influence of real output, renewable and non-renewable energy, trade and financial development on carbon emissions in the top renewable energy countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1074-1085.
    48. Paul Lehmann & Felix Creutzig & Melf-Hinrich Ehlers & Nele Friedrichsen & Clemens Heuson & Lion Hirth & Robert Pietzcker, 2012. "Carbon Lock-Out: Advancing Renewable Energy Policy in Europe," Energies, MDPI, vol. 5(2), pages 1-32, February.
    49. Xia Wang & Lijun Zhang & Yaochen Qin & Jingfei Zhang, 2020. "Analysis of China’s Manufacturing Industry Carbon Lock-In and Its Influencing Factors," Sustainability, MDPI, vol. 12(4), pages 1-15, February.
    50. Lee, Chien-Chiang & Yuan, Zihao & Lee, Chi-Chuan & Chang, Yu-Fang, 2022. "The impact of renewable energy technology innovation on energy poverty: Does climate risk matter?," Energy Economics, Elsevier, vol. 116(C).
    51. Mallik, Girijasankar & Shankar, Sriram, 2016. "Does prior knowledge of economics and higher level mathematics improve student learning in principles of economics?," Economic Analysis and Policy, Elsevier, vol. 49(C), pages 66-73.
    52. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    53. Cheng, Yuanyuan & Yao, Xin, 2021. "Carbon intensity reduction assessment of renewable energy technology innovation in China: A panel data model with cross-section dependence and slope heterogeneity," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    54. Karlsson, Rasmus, 2012. "Carbon lock-in, rebound effects and China at the limits of statism," Energy Policy, Elsevier, vol. 51(C), pages 939-945.
    55. Rahul Roy & Santhakumar Shijin, 2018. "A six-factor asset pricing model," Post-Print hal-01878923, HAL.
    56. Rahul Roy & Santhakumar Shijin, 2018. "A six-factor asset pricing model," Papers 1810.07790, arXiv.org.
    57. Pia Buschmann & Angela Oels, 2019. "The overlooked role of discourse in breaking carbon lock‐in: The case of the German energy transition," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 10(3), May.
    58. 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.
    59. Vonsée, Bram & Crijns-Graus, Wina & Liu, Wen, 2019. "Energy technology dependence - A value chain analysis of geothermal power in the EU," Energy, Elsevier, vol. 178(C), pages 419-435.
    60. Rahul Roy & Santhakumar Shijin, 2018. "A six-factor asset pricing model," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 18(3), pages 205-217, September.
    61. Wang, Jianda & Dong, Kangyin & Sha, Yezhou & Yan, Cheng, 2022. "Envisaging the carbon emissions efficiency of digitalization: The case of the internet economy for China," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    62. Su, Min & Wang, Qiang & Li, Rongrong & Wang, Lili, 2022. "Per capita renewable energy consumption in 116 countries: The effects of urbanization, industrialization, GDP, aging, and trade openness," Energy, Elsevier, vol. 254(PB).
    63. Yingzhi Xu & Biying Dong & Yan Chen & Hanwen Qin, 2022. "Effect of industrial transfer on carbon lock-in: a spatial econometric analysis of Chinese cities," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 65(6), pages 1024-1055, May.
    64. Feng, Chen-Yu & Yang, Xiaodong & Afshan, Sahar & Irfan, Muhamamd, 2023. "Can renewable energy technology innovation promote mineral resources’ green utilization efficiency? Novel insights from regional development inequality," Resources Policy, Elsevier, vol. 82(C).
    65. Chen, Jiabin & Wen, Shaobo & Liu, Yuchen, 2022. "Research on the efficiency of the mining industry in China from the perspective of time and space," Resources Policy, Elsevier, vol. 75(C).
    66. Yang, Xiaolei & He, Lingyun & Xia, Yufei & Chen, Yufeng, 2019. "Effect of government subsidies on renewable energy investments: The threshold effect," Energy Policy, Elsevier, vol. 132(C), pages 156-166.
    67. Patrick Arthur Driscoll, 2014. "Breaking Carbon Lock-In: Path Dependencies in Large-Scale Transportation Infrastructure Projects," Planning Practice & Research, Taylor & Francis Journals, vol. 29(3), pages 317-330, June.
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