IDEAS home Printed from https://ideas.repec.org/a/sae/engenv/v34y2023i8p3020-3038.html

Energy consumption inequality in China: What can an agent-based model tell us?

Author

Listed:
  • Yong Liu

Abstract

China is a major energy consumer, however, related empirical research on China's unequal energy consumption is very limited. Therefore, according to the data from 30 provinces and cities, this study aims to establish a simulation model to analyse the Gini coefficient (the Lorenz curve) of China's energy consumption, and identify the main factors affecting the Gini coefficient through dynamic scenario analysis. During the simulation cycle (from 2022 to 2081), the average Gini coefficient of energy consumption fluctuates between 0.30 and 0.41, which indicates the inequality is slightly high. But the maximum value fluctuation ranges from 0.40 to 0.50, which indicates the inequality is high. The author also found that three factors—technological level, government subsidies, and growth rate of energy supply—can significantly affect the Gini coefficient of energy consumption. It is necessary to promote the technological level, increase subsidies for energy production, and promote the growth of total energy supply to significantly reduce inequity in energy consumption.

Suggested Citation

  • Yong Liu, 2023. "Energy consumption inequality in China: What can an agent-based model tell us?," Energy & Environment, , vol. 34(8), pages 3020-3038, December.
  • Handle: RePEc:sae:engenv:v:34:y:2023:i:8:p:3020-3038
    DOI: 10.1177/0958305X221120257
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/0958305X221120257
    Download Restriction: no

    File URL: https://libkey.io/10.1177/0958305X221120257?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Francesca Greselin & Leo Pasquazzi & Ričardas Zitikis, 2013. "Contrasting the Gini and Zenga indices of economic inequality," Journal of Applied Statistics, Taylor & Francis Journals, vol. 40(2), pages 282-297, February.
    2. Alberto Alesina & Dani Rodrik, 1994. "Distributive Politics and Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 465-490.
    3. Day, Rosie & Walker, Gordon & Simcock, Neil, 2016. "Conceptualising energy use and energy poverty using a capabilities framework," Energy Policy, Elsevier, vol. 93(C), pages 255-264.
    4. Sara STAFFORTE & Massimo TAMBERI, 2012. "Italy in the space (of products) [Italia nello spazio (dei prodotti)]," Economia Marche / Journal of Applied Economics, Universita' Politecnica delle Marche (I) / Fondazione Aristide Merloni (I), vol. 0(1), pages 90-113, June.
    5. Odhiambo, Nicholas M., 2022. "Information technology, income inequality and economic growth in sub-Saharan African countries," Telecommunications Policy, Elsevier, vol. 46(6).
    6. Jacobson, Arne & Milman, Anita D. & Kammen, Daniel M., 2005. "Letting the (energy) Gini out of the bottle: Lorenz curves of cumulative electricity consumption and Gini coefficients as metrics of energy distribution and equity," Energy Policy, Elsevier, vol. 33(14), pages 1825-1832, September.
    7. Pan, Lei & Biru, Ashenafi & Lettu, Sandra, 2021. "Energy poverty and public health: Global evidence," Energy Economics, Elsevier, vol. 101(C).
    8. Heffron, Raphael J. & McCauley, Darren, 2017. "The concept of energy justice across the disciplines," Energy Policy, Elsevier, vol. 105(C), pages 658-667.
    9. Tim Cholibois, 2020. "Electrifying the ‘eighth continent’: exploring the role of climate finance and its impact on energy justice and equality in Madagascar’s planned energy transition," Climatic Change, Springer, vol. 161(2), pages 345-364, July.
    10. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    11. Wang, Na & Fu, Xiaodong & Wang, Shaobin, 2022. "Spatial-temporal variation and coupling analysis of residential energy consumption and economic growth in China," Applied Energy, Elsevier, vol. 309(C).
    12. Francesca Greselin & Ričardas Zitikis, 2018. "From the Classical Gini Index of Income Inequality to a New Zenga-Type Relative Measure of Risk: A Modeller’s Perspective," Econometrics, MDPI, vol. 6(1), pages 1-20, January.
    13. 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).
    14. Halvor Mehlum & Karl Moene & Ragnar Torvik, 2006. "Institutions and the Resource Curse," Economic Journal, Royal Economic Society, vol. 116(508), pages 1-20, January.
    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. Bouzarovski, Stefan & Simcock, Neil, 2017. "Spatializing energy justice," Energy Policy, Elsevier, vol. 107(C), pages 640-648.
    17. Yong Liu, 2020. "Aging and economic growth: is there a role for a two-child policy in China?," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 33(1), pages 438-455, January.
    18. Feng Dong & Bolin Yu & Jixiong Zhang, 2018. "What Contributes to Regional Disparities of Energy Consumption in China? Evidence from Quantile Regression-Shapley Decomposition Approach," Sustainability, MDPI, vol. 10(6), pages 1-26, May.
    19. Fernandez, E. & Saini, R.P. & Devadas, V., 2005. "Relative inequality in energy resource consumption: a case of Kanvashram village, Pauri Garhwal district, Uttranchall (India)," Renewable Energy, Elsevier, vol. 30(5), pages 763-772.
    20. Sinha, Avik, 2017. "Inequality of renewable energy generation across OECD countries: A note," Renewable and Sustainable Energy Reviews, Elsevier, vol. 79(C), pages 9-14.
    21. Tovar Reaños, Miguel A. & Wölfing, Nikolas M., 2018. "Household energy prices and inequality: Evidence from German microdata based on the EASI demand system," Energy Economics, Elsevier, vol. 70(C), pages 84-97.
    22. Dou, Yue & Zhao, Jun & Dong, Xiucheng & Dong, Kangyin, 2021. "Quantifying the impacts of energy inequality on carbon emissions in China: A household-level analysis," Energy Economics, Elsevier, vol. 102(C).
    23. Roberts, Simon, 2008. "Energy, equity and the future of the fuel poor," Energy Policy, Elsevier, vol. 36(12), pages 4471-4474, December.
    24. Halvor Mehlum & Karl Moene & Ragnar Torvik, 2006. "Cursed by Resources or Institutions?," The World Economy, Wiley Blackwell, vol. 29(8), pages 1117-1131, August.
    25. Sovacool, Benjamin K. & Burke, Matthew & Baker, Lucy & Kotikalapudi, Chaitanya Kumar & Wlokas, Holle, 2017. "New frontiers and conceptual frameworks for energy justice," Energy Policy, Elsevier, vol. 105(C), pages 677-691.
    26. Fubara, Tekena Craig & Cecelja, Franjo & Yang, Aidong, 2014. "Modelling and selection of micro-CHP systems for domestic energy supply: The dimension of network-wide primary energy consumption," Applied Energy, Elsevier, vol. 114(C), pages 327-334.
    27. Marañon, Matias & Kumral, Mustafa, 2019. "Kondratiev long cycles in metal commodity prices," Resources Policy, Elsevier, vol. 61(C), pages 21-28.
    28. Banerjee, Abhijit V & Newman, Andrew F, 1993. "Occupational Choice and the Process of Development," Journal of Political Economy, University of Chicago Press, vol. 101(2), pages 274-298, April.
    29. Adewuyi, Adeolu O. & Awodumi, Olabanji B., 2017. "Renewable and non-renewable energy-growth-emissions linkages: Review of emerging trends with policy implications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 275-291.
    30. Schlör, Holger & Fischer, Wolfgang & Hake, Jürgen-Friedrich, 2012. "Measuring social welfare, energy and inequality in Germany," Applied Energy, Elsevier, vol. 97(C), pages 135-142.
    31. Lin, Boqiang & Kuang, Yunming, 2020. "Household heterogeneity impact of removing energy subsidies in China: Direct and indirect effect," Energy Policy, Elsevier, vol. 147(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. He He & Zhuanting Wang & Zekai Jiang & Tian Liu & Zifei Qin, 2025. "The Regional and Personal Disparities of Global Renewable Energy Use from Four Perspectives," Sustainability, MDPI, vol. 17(17), pages 1-21, August.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Augustin Chola Kazembe & Martin Kazembe Shula & Gilbert Michel Lwanga Kapwaye & Bruno Emmanuel Ongo Nkoa & Arsene Mouongue Kelly, 2026. "Leveraging remittances for economic diversification: empirical insights from sub-Saharan Africa," Future Business Journal, Springer, vol. 12(1), pages 1-21, December.
    2. Caitlin Robinson & Stefan Bouzarovski & Sarah Lindley, 2018. "Underrepresenting neighbourhood vulnerabilities? The measurement of fuel poverty in England," Environment and Planning A, , vol. 50(5), pages 1109-1127, August.
    3. Timothy Besley & Torsten Persson, 2011. "Pillars of Prosperity: The Political Economics of Development Clusters," Economics Books, Princeton University Press, edition 1, number 9624, December.
    4. Hoang, Dung Phuong & Chu, Lan Khanh & To, Trung Thanh, 2023. "How do economic policy uncertainty, geopolitical risk, and natural resources rents affect economic complexity? Evidence from advanced and emerging market economies," Resources Policy, Elsevier, vol. 85(PA).
    5. Lee, Heerae & Shon, Huijoo, 2024. "Spatial and temporal patterns of energy aid and poverty in four African countries: Focusing on distributive and recognition justice," Renewable and Sustainable Energy Reviews, Elsevier, vol. 192(C).
    6. Cai, Chunlin & Li, Ning, 2023. "The threshold effect of export sophistication on natural resources-trade diversification nexus," Resources Policy, Elsevier, vol. 86(PA).
    7. Feenstra, Mariëlle & Özerol, Gül, 2021. "Energy justice as a search light for gender-energy nexus: Towards a conceptual framework," Renewable and Sustainable Energy Reviews, Elsevier, vol. 138(C).
    8. Ashraf, Junaid, 2022. "Do political instability, financial instability and environmental degradation undermine growth? Evidence from belt and road initiative countries," Journal of Policy Modeling, Elsevier, vol. 44(6), pages 1113-1127.
    9. Ongo Nkoa, Bruno Emmanuel & Tadadjeu, Sosson & Njangang, Henri, 2023. "Rich in the dark: Natural resources and energy poverty in Sub-Saharan Africa," Resources Policy, Elsevier, vol. 80(C).
    10. Sun, Shuyu & Tong, Kangkang, 2024. "Rural-urban inequality in energy use sufficiency and efficiency during a rapid urbanization period," Applied Energy, Elsevier, vol. 364(C).
    11. Ross, Michael L. & Werker, Eric, 2024. "Diversification in resource-rich Africa, 1999–2019," Resources Policy, Elsevier, vol. 88(C).
    12. Pafadnam, Neerbewendé Abdoul Rachid, 2024. "How does implementing the Extractive Industries Transparency Initiative (EITI) affect economic growth? Evidence from developing countries," European Journal of Political Economy, Elsevier, vol. 85(C).
    13. Kumcu, Gül Çulhan & Mahdikhani, Maryam & Park, Arim & Rodgers, Mark, 2025. "Equitable generation expansion planning: A data-driven approach to energy justice in hydroelectric power," Energy, Elsevier, vol. 338(C).
    14. Yiming Xiao & Han Wu & Guohua Wang & Hong Mei, 2021. "Mapping the Worldwide Trends on Energy Poverty Research: A Bibliometric Analysis (1999–2019)," IJERPH, MDPI, vol. 18(4), pages 1-22, February.
    15. Sun, Lingyun & Hasi, Muqier, 2024. "Effects of mining sector FDI, environmental regulations, and economic complexity, on mineral resource dependency in selected OECD countries," Resources Policy, Elsevier, vol. 89(C).
    16. Olaniyi, Clement Olalekan & Odhiambo, Nicholas Mbaya, 2025. "Finding explanations for weak economic complexity in resource-rich African countries: Exploring the role of natural resource endowment and institutional quality," Resources Policy, Elsevier, vol. 101(C).
    17. Bartiaux, Françoise & Vandeschrick, Christophe & Moezzi, Mithra & Frogneux, Nathalie, 2018. "Energy justice, unequal access to affordable warmth, and capability deprivation: A quantitative analysis for Belgium," Applied Energy, Elsevier, vol. 225(C), pages 1219-1233.
    18. Jayapalan, C. & Ganesh, L.S., 2019. "Environmentalists and their conflicts with Energy Justice – Concept of “Power-Environ” in the Athirappilly HEPP in Kerala," Energy Policy, Elsevier, vol. 129(C), pages 215-229.
    19. Avom, Désiré & Keneck-Massil, Joseph & Njangang, Henri & Nvuh-Njoya, Youssouf, 2022. "Why are some resource-rich countries more sophisticated than others? The role of the regime type and political ideology," Resources Policy, Elsevier, vol. 79(C).
    20. Kim, Dong-Hyeon & Chen, Ting-Cih & Lin, Shu-Chin, 2020. "Does oil drive income inequality? New panel evidence," Structural Change and Economic Dynamics, Elsevier, vol. 55(C), pages 137-152.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:sae:engenv:v:34:y:2023:i:8:p:3020-3038. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: SAGE Publications (email available below). General contact details of provider: .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.