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Balancing energy efficiency and social costs: Evidence from income disparities

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  • Chen, Tianqi
  • Mu, Wenyu
  • Li, Hui

Abstract

As China pursues its dual goals of carbon neutrality and common prosperity, balancing energy efficiency improvements with social equity has become a key policy challenge. This study investigates the distributional effect of energy efficiency on urban-rural income inequality using panel data from 279 Chinese prefecture-level cities (2008–2021) and robust econometric techniques. The results reveal a nonlinear relationship between energy efficiency and the urban-rural income gap. While initial improvements narrow the gap, exceeding a critical threshold leads to widening income disparities. The analysis also highlights regional heterogeneity, showing that large cities tend to experience direct inequality increases, while smaller cities exhibit a U-shaped response. In resource-based cities, the resource curse effect further amplifies disparities. Furthermore, the study examines the institutional moderating mechanisms of government intervention, industrial upgrading, and marketization, which significantly shape the equity outcome of energy efficiency. Excessive government intervention may intensify inequality, while industrial upgrading and marketization help mitigate negative effects. These findings contribute to the literature on just energy transitions and offer practical guidance for achieving sustainable and inclusive growth.

Suggested Citation

  • Chen, Tianqi & Mu, Wenyu & Li, Hui, 2025. "Balancing energy efficiency and social costs: Evidence from income disparities," Energy Economics, Elsevier, vol. 150(C).
    • Handle: RePEc:eee:eneeco:v:150:y:2025:i:c:s0140988325007030
    DOI: 10.1016/j.eneco.2025.108876
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    1. Tatyana Deryugina & Don Fullerton & William A. Pizer, 2019. "An Introduction to Energy Policy Trade-Offs between Economic Efficiency and Distributional Equity," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 6(S1), pages 1-6.
    2. Yuan, Yuan & Wang, Mingshu & Zhu, Yi & Huang, Xianjin & Xiong, Xuefeng, 2020. "Urbanization’s effects on the urban-rural income gap in China: A meta-regression analysis," Land Use Policy, Elsevier, vol. 99(C).
    3. He, Xiaoping & Yu, Yuxuan & Jiang, Shuo, 2023. "City centrality, population density and energy efficiency," Energy Economics, Elsevier, vol. 117(C).
    4. Iftikhar, Yaser & Wang, Zhaohua & Zhang, Bin & Wang, Bo, 2018. "Energy and CO2 emissions efficiency of major economies: A network DEA approach," Energy, Elsevier, vol. 147(C), pages 197-207.
    5. Nie, Yan & Zhang, Guoxing & Zhong, Luhao & Su, Bin & Xi, Xi, 2024. "Urban‒rural disparities in household energy and electricity consumption under the influence of electricity price reform policies," Energy Policy, Elsevier, vol. 184(C).
    6. Don Fullerton, 2008. "Distributional Effects of Environmental and Energy Policy: An Introduction," NBER Working Papers 14241, National Bureau of Economic Research, Inc.
    7. Zhang, Chuanguo & Zhao, Wei, 2014. "Panel estimation for income inequality and CO2 emissions: A regional analysis in China," Applied Energy, Elsevier, vol. 136(C), pages 382-392.
    8. Jia, Junxue & Guo, Qingwang & Zhang, Jing, 2014. "Fiscal decentralization and local expenditure policy in China," China Economic Review, Elsevier, vol. 28(C), pages 107-122.
    9. Wang, Shuhong & Tian, Wenqian & Lu, Binbin, 2023. "Impact of capital investment and industrial structure optimization from the perspective of "resource curse": Evidence from developing countries," Resources Policy, Elsevier, vol. 80(C).
    10. Sun, Chuanwang & Zhang, Yifan & Peng, Shuijun & Zhang, Wencheng, 2015. "The inequalities of public utility products in China: From the perspective of the Atkinson index," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 751-760.
    11. Dong, Kangyin & Dou, Yue & Jiang, Qingzhe, 2022. "Income inequality, energy poverty, and energy efficiency: Who cause who and how?," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    12. Martin Arvidsson & Niclas Lovsjö & Marc Keuschnigg, 2023. "Urban scaling laws arise from within-city inequalities," Nature Human Behaviour, Nature, vol. 7(3), pages 365-374, March.
    13. Li, Huijuan & Long, Ruyin & Chen, Hong, 2013. "Economic transition policies in Chinese resource-based cities: An overview of government efforts," Energy Policy, Elsevier, vol. 55(C), pages 251-260.
    14. Wang, Jun & Hu, Yong & Zhang, Zhiming, 2021. "Skill-biased technological change and labor market polarization in China," Economic Modelling, Elsevier, vol. 100(C).
    15. Vona, Francesco & Patriarca, Fabrizio, 2011. "Income inequality and the development of environmental technologies," Ecological Economics, Elsevier, vol. 70(11), pages 2201-2213, September.
    16. Duro, Juan Antonio, 2015. "The international distribution of energy intensities: Some synthetic results," Energy Policy, Elsevier, vol. 83(C), pages 257-266.
    17. Xu, Chong & Wang, Bingjie & Chen, Jiandong & Shen, Zhiyang & Song, Malin & An, Jiafu, 2022. "Carbon inequality in China: Novel drivers and policy driven scenario analysis," Energy Policy, Elsevier, vol. 170(C).
    18. Hong, Xianna & Chen, Qiuhua & Man, Danlu & Shi, Chenyong & Wang, Nan, 2024. "The impact of digitalization on the rich and the poor: Digital divide or digital inclusion?," Technology in Society, Elsevier, vol. 78(C).
    19. Cheng, Zhonghua & Li, Xiang & Wang, Meixiao, 2021. "Resource curse and green economic growth," Resources Policy, Elsevier, vol. 74(C).
    20. Yuzhe Wang & Jing Zhao & Cheryl S.F. Chi, 2014. "China's Energy Reduction Policy System: Outcomes and Responses of Local Governments," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 22(3), pages 56-78, July.
    21. Muhammad, Sulaman & Pan, Yanchun & Agha, Mujtaba Hassan & Umar, Muhammad & Chen, Siyuan, 2022. "Industrial structure, energy intensity and environmental efficiency across developed and developing economies: The intermediary role of primary, secondary and tertiary industry," Energy, Elsevier, vol. 247(C).
    22. Liang, Liang & Wu, Xuanyu & Yang, Min, 2025. "Shadows behind the sun: Inequity caused by rooftop solar and responses to it," Applied Energy, Elsevier, vol. 377(PB).
    23. Zhang, Ping & Shi, XunPeng & Sun, YongPing & Cui, Jingbo & Shao, Shuai, 2019. "Have China's provinces achieved their targets of energy intensity reduction? Reassessment based on nighttime lighting data," Energy Policy, Elsevier, vol. 128(C), pages 276-283.
    24. Jaffe, Adam B. & Newell, Richard G. & Stavins, Robert N., 2005. "A tale of two market failures: Technology and environmental policy," Ecological Economics, Elsevier, vol. 54(2-3), pages 164-174, August.
    25. Qiang Wang & Zhuang Yang & Rongrong Li, 2024. "Bridging energy transition and income inequality: The moderating effect of institutional transparency," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(5), pages 5031-5057, October.
    26. Nguyen, Canh Phuc & Nasir, Muhammad Ali, 2021. "An inquiry into the nexus between energy poverty and income inequality in the light of global evidence," Energy Economics, Elsevier, vol. 99(C).
    27. Wang, Jiaxin & Lu, Feng, 2021. "Modeling the electricity consumption by combining land use types and landscape patterns with nighttime light imagery," Energy, Elsevier, vol. 234(C).
    28. Galvin, Ray & Sunikka-Blank, Minna, 2018. "Economic Inequality and Household Energy Consumption in High-income Countries: A Challenge for Social Science Based Energy Research," Ecological Economics, Elsevier, vol. 153(C), pages 78-88.
    29. Guo, Ran & Yuan, Yijun, 2020. "Different types of environmental regulations and heterogeneous influence on energy efficiency in the industrial sector: Evidence from Chinese provincial data," Energy Policy, Elsevier, vol. 145(C).
    30. Lekavičius, V. & Bobinaitė, V. & Galinis, A. & Pažėraitė, A., 2020. "Distributional impacts of investment subsidies for residential energy technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 130(C).
    31. Gao, Kang & Yuan, Yijun, 2022. "Government intervention, spillover effect and urban innovation performance: Empirical evidence from national innovative city pilot policy in China," Technology in Society, Elsevier, vol. 70(C).
    32. Topcu, Mert & Tugcu, Can Tansel, 2020. "The impact of renewable energy consumption on income inequality: Evidence from developed countries," Renewable Energy, Elsevier, vol. 151(C), pages 1134-1140.
    33. Turner, Karen & Hanley, Nick, 2011. "Energy efficiency, rebound effects and the environmental Kuznets Curve," Energy Economics, Elsevier, vol. 33(5), pages 709-720, September.
    34. Dong, Xiao-Ying & Hao, Yu, 2018. "Would income inequality affect electricity consumption? Evidence from China," Energy, Elsevier, vol. 142(C), pages 215-227.
    35. Lin, Boqiang & Chen, Yu, 2020. "Transportation infrastructure and efficient energy services: A perspective of China's manufacturing industry," Energy Economics, Elsevier, vol. 89(C).
    36. Golley, Jane & Meng, Xin, 2012. "Income inequality and carbon dioxide emissions: The case of Chinese urban households," Energy Economics, Elsevier, vol. 34(6), pages 1864-1872.
    37. Zhao, Jun & Jiang, Qingzhe & Dong, Xiucheng & Dong, Kangyin & Jiang, Hongdian, 2022. "How does industrial structure adjustment reduce CO2 emissions? Spatial and mediation effects analysis for China," Energy Economics, Elsevier, vol. 105(C).
    38. Banerjee, Abhijit & Iyer, Lakshmi & Somanathan, Rohini, 2008. "Public Action for Public Goods," Handbook of Development Economics, in: T. Paul Schultz & John A. Strauss (ed.), Handbook of Development Economics, edition 1, volume 4, chapter 49, pages 3117-3154, Elsevier.
    39. Qiaoyi Chen & Zhao Chen & Zhikuo Liu & Juan Carlos Suárez Serrato & Daniel Yi Xu, 2025. "Regulating Conglomerates: Evidence from an Energy Conservation Program in China," American Economic Review, American Economic Association, vol. 115(2), pages 408-447, February.
    40. Zhao, Ge & Zhou, P. & Wen, Wen, 2022. "What cause regional inequality of technology innovation in renewable energy? Evidence from China," Applied Energy, Elsevier, vol. 310(C).
    41. David Card & John E. DiNardo, 2002. "Skill-Biased Technological Change and Rising Wage Inequality: Some Problems and Puzzles," Journal of Labor Economics, University of Chicago Press, vol. 20(4), pages 733-783, October.
    42. Evans, Peter, 1996. "Government action, social capital and development: Reviewing the evidence on synergy," World Development, Elsevier, vol. 24(6), pages 1119-1132, June.
    43. McCONNELL, KENNETH E., 1997. "Income and the demand for environmental quality," Environment and Development Economics, Cambridge University Press, vol. 2(4), pages 383-399, July.
    44. Chang, Huayi & Zhang, Junbiao, 2024. "Income growth versus labor loss: The joint impacts of rural-urban migration and off-farm employment on household energy use in rural China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 203(C).
    45. Paolo Gazzotti & Johannes Emmerling & Giacomo Marangoni & Andrea Castelletti & Kaj-Ivar van der Wijst & Andries Hof & Massimo Tavoni, 2021. "Persistent inequality in economically optimal climate policies," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
    46. Liu, Qianqian & Wang, Shaojian & Zhang, Wenzhong & Li, Jiaming & Kong, Yunlong, 2019. "Examining the effects of income inequality on CO2 emissions: Evidence from non-spatial and spatial perspectives," Applied Energy, Elsevier, vol. 236(C), pages 163-171.
    47. Gao, Da & Li, Ge & Yu, Jiyu, 2022. "Does digitization improve green total factor energy efficiency? Evidence from Chinese 213 cities," Energy, Elsevier, vol. 247(C).
    48. Zhou, Zhongbing & Qin, Quande & Wei, Yi-Ming, 2020. "Government intervention in energy conservation: Justification and warning," Energy Economics, Elsevier, vol. 90(C).
    49. Chen, Lei & Xu, Linyu & Yang, Zhifeng, 2019. "Inequality of industrial carbon emissions of the urban agglomeration and its peripheral cities: A case in the Pearl River Delta, China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 109(C), pages 438-447.
    50. Yang, Tingru & Li, Hui & Zhang, Lingyue & Chen, Tianqi, 2022. "The impact of city gas on income inequality in China: A regional heterogeneity analysis," Energy Policy, Elsevier, vol. 169(C).
    51. Mirza, Faisal Mehmood & Sinha, Avik & Khan, Javeria Rehman & Kalugina, Olga A. & Zafar, Muhammad Wasif, 2022. "Impact of Energy Efficiency on CO2 Emissions: Empirical Evidence from Developing Countries," MPRA Paper 111923, University Library of Munich, Germany, revised 2022.
    52. Qiuyang Zhou & Zhenqiang Li, 2021. "The impact of industrial structure upgrades on the urban–rural income gap: An empirical study based on China's provincial panel data," Growth and Change, Wiley Blackwell, vol. 52(3), pages 1761-1782, September.
    53. Sanya Carley & David M. Konisky, 2020. "The justice and equity implications of the clean energy transition," Nature Energy, Nature, vol. 5(8), pages 569-577, August.
    54. Afridi, Farzana & Li, Sherry Xin & Ren, Yufei, 2015. "Social identity and inequality: The impact of China's hukou system," Journal of Public Economics, Elsevier, vol. 123(C), pages 17-29.
    55. Farzanegan, Mohammad Reza & Habibpour, Mohammad Mahdi, 2017. "Resource rents distribution, income inequality and poverty in Iran," Energy Economics, Elsevier, vol. 66(C), pages 35-42.
    56. Chen, Tianqi & Zhang, Yi & Jiang, Cailou & Li, Hui, 2023. "How does energy efficiency affect employment? Evidence from Chinese cities," Energy, Elsevier, vol. 280(C).
    57. Xie, Rui & Fu, Wei & Yao, Siling & Zhang, Qi, 2021. "Effects of financial agglomeration on green total factor productivity in Chinese cities: Insights from an empirical spatial Durbin model," Energy Economics, Elsevier, vol. 101(C).
    58. Yongsheng Zhang, 2015. "Reformulating the low-carbon green growth strategy in China," Climate Policy, Taylor & Francis Journals, vol. 15(sup1), pages 40-59, December.
    59. Zheng, Qingying & Lin, Boqiang, 2020. "Achieving energy conservation targets in a more cost-effective way: Case study of pulp and paper industry in China," Energy, Elsevier, vol. 191(C).
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