IDEAS home Printed from https://ideas.repec.org/a/eee/chieco/v78y2023ics1043951x23000251.html
   My bibliography  Save this article

Carbon inequality in China: Evidence from city-level data

Author

Listed:
  • Wu, Shimei
  • Chen, Zhan-Ming

Abstract

Carbon inequality has attracted increasing attention worldwide. Utilizing data from China's High Spatial Resolution Emission Gridded Database (CHRED), this paper presents the measured CO2 emission inequality in China for the years 2005, 2012, 2015, and 2020. Results show that the Gini coefficients of carbon emission report a slight decrease from 0.411 to 0.385 and the distribution becomes more symmetric from 2005 to 2020. Linking carbon inequality to economic level, the positive concentration index (0.230 to 0.118) indicates asymmetricity between carbon emission and economic development. A further decomposition analysis reveals the industrial sector's uneven development, indicating that energy-intensive features can be blamed for a large proportion of carbon inequality. Our findings suggest that policymakers should not consider economic development level alone as the only indicator of the allocation of abatement, as economic structure, energy intensity, and climate conditions are all responsible for such inequality.

Suggested Citation

  • Wu, Shimei & Chen, Zhan-Ming, 2023. "Carbon inequality in China: Evidence from city-level data," China Economic Review, Elsevier, vol. 78(C).
  • Handle: RePEc:eee:chieco:v:78:y:2023:i:c:s1043951x23000251
    DOI: 10.1016/j.chieco.2023.101940
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1043951X23000251
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.chieco.2023.101940?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Guanghua Wan & Zhangyue Zhou, 2005. "Income Inequality in Rural China: Regression‐based Decomposition Using Household Data," Review of Development Economics, Wiley Blackwell, vol. 9(1), pages 107-120, February.
    2. Kelly Sims Gallagher & Fang Zhang & Robbie Orvis & Jeffrey Rissman & Qiang Liu, 2019. "Assessing the Policy gaps for achieving China’s climate targets in the Paris Agreement," Nature Communications, Nature, vol. 10(1), pages 1-10, December.
    3. Dan Wei & Adam Rose, 2009. "Interregional Sharing of Energy Conservation Targets in China: Efficiency and Equity," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 81-112.
    4. Brian Chi-ang Lin & Siqi Zheng & Maximilian Auffhammer & Weizeng Sun & Jianfeng Wu & Siqi Zheng, 2016. "The Decomposition And Dynamics Of Industrial Carbon Dioxide Emissions For 287 Chinese Cities In 1998–2009," Journal of Economic Surveys, Wiley Blackwell, vol. 30(3), pages 460-481, July.
    5. Maximilian Auffhammer & Catherine D. Wolfram, 2014. "Powering Up China: Income Distributions and Residential Electricity Consumption," American Economic Review, American Economic Association, vol. 104(5), pages 575-580, May.
    6. Alejandro Lopez-Feldman, 2006. "Decomposing inequality and obtaining marginal effects," Stata Journal, StataCorp LP, vol. 6(1), pages 106-111, March.
    7. Padilla, Emilio & Serrano, Alfredo, 2006. "Inequality in CO2 emissions across countries and its relationship with income inequality: A distributive approach," Energy Policy, Elsevier, vol. 34(14), pages 1762-1772, September.
    8. Chen, Jiandong & Cheng, Shulei & Song, Malin, 2017. "Decomposing inequality in energy-related CO2 emissions by source and source increment: The roles of production and residential consumption," Energy Policy, Elsevier, vol. 107(C), pages 698-710.
    9. Zhang, Yue-Jun & Wang, Ao-Dong & Da, Ya-Bin, 2014. "Regional allocation of carbon emission quotas in China: Evidence from the Shapley value method," Energy Policy, Elsevier, vol. 74(C), pages 454-464.
    10. Zhu Liu & Dabo Guan & Douglas Crawford-Brown & Qiang Zhang & Kebin He & Jianguo Liu, 2013. "A low-carbon road map for China," Nature, Nature, vol. 500(7461), pages 143-145, August.
    11. Ija Trapeznikova, 2019. "Measuring income inequality," IZA World of Labor, Institute of Labor Economics (IZA), pages 462-462, July.
    12. Guanghua Wan, 2002. "Regression-based Inequality Decomposition: Pitfalls and a Solution Procedure," WIDER Working Paper Series DP2002-101, World Institute for Development Economic Research (UNU-WIDER).
    13. York, Richard & Rosa, Eugene A. & Dietz, Thomas, 2003. "STIRPAT, IPAT and ImPACT: analytic tools for unpacking the driving forces of environmental impacts," Ecological Economics, Elsevier, vol. 46(3), pages 351-365, October.
    14. Chen, Jiandong & Cheng, Shulei & Song, Malin & Wu, Yinyin, 2016. "A carbon emissions reduction index: Integrating the volume and allocation of regional emissions," Applied Energy, Elsevier, vol. 184(C), pages 1154-1164.
    15. Abebe Hailemariam & Ratbek Dzhumashev & Muhammad Shahbaz, 2020. "Carbon emissions, income inequality and economic development," Empirical Economics, Springer, vol. 59(3), pages 1139-1159, September.
    16. Kakwani, Nanok C, 1977. "Measurement of Tax Progressivity: An International Comparison," Economic Journal, Royal Economic Society, vol. 87(345), pages 71-80, March.
    17. Padilla, Emilio & Duro, Juan Antonio, 2013. "Explanatory factors of CO2 per capita emission inequality in the European Union," Energy Policy, Elsevier, vol. 62(C), pages 1320-1328.
    18. Tavoni, Alessandro & Dannenberg, Astrid & Kallis, Giorgos & Löschel, Andreas, 2011. "Inequality, communication and the avoidance of disastrous climate change," LSE Research Online Documents on Economics 37570, London School of Economics and Political Science, LSE Library.
    19. Anthony Shorrocks, 2013. "Decomposition procedures for distributional analysis: a unified framework based on the Shapley value," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 11(1), pages 99-126, March.
    20. Cai, Bofeng & Cui, Can & Zhang, Da & Cao, Libin & Wu, Pengcheng & Pang, Lingyun & Zhang, Jihong & Dai, Chunyan, 2019. "China city-level greenhouse gas emissions inventory in 2015 and uncertainty analysis," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
    21. Shimei Wu & Xinye Zheng & Chu Wei, 2017. "Measurement of inequality using household energy consumption data in rural China," Nature Energy, Nature, vol. 2(10), pages 795-803, October.
    22. Mark Heil & Quentin Wodon, 2000. "Future Inequality in CO2 Emissions and the Impact of Abatement Proposals," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 17(2), pages 163-181, October.
    23. Wan, Guanghua, 2004. "Accounting for income inequality in rural China: a regression-based approach," Journal of Comparative Economics, Elsevier, vol. 32(2), pages 348-363, June.
    24. Grunewald, Nicole & Jakob, Michael & Mouratiadou, Ioanna, 2014. "Decomposing inequality in CO2 emissions: The role of primary energy carriers and economic sectors," Ecological Economics, Elsevier, vol. 100(C), pages 183-194.
    25. Ogwang Tomson, 2014. "A Convenient Method of Decomposing the Gini Index by Population Subgroups," Journal of Official Statistics, Sciendo, vol. 30(1), pages 91-105, March.
    26. Groot, Loek, 2010. "Carbon Lorenz curves," Resource and Energy Economics, Elsevier, vol. 32(1), pages 45-64, January.
    27. Ren, Shenggang & Yuan, Baolong & Ma, Xie & Chen, Xiaohong, 2014. "International trade, FDI (foreign direct investment) and embodied CO2 emissions: A case study of Chinas industrial sectors," China Economic Review, Elsevier, vol. 28(C), pages 123-134.
    28. Wang, Shaojian & Liu, Xiaoping, 2017. "China’s city-level energy-related CO2 emissions: Spatiotemporal patterns and driving forces," Applied Energy, Elsevier, vol. 200(C), pages 204-214.
    29. Malte Meinshausen & Louise Jeffery & Johannes Guetschow & Yann Robiou du Pont & Joeri Rogelj & Michiel Schaeffer & Niklas Höhne & Michel den Elzen & Sebastian Oberthür & Nicolai Meinshausen, 2015. "National post-2020 greenhouse gas targets and diversity-aware leadership," Nature Climate Change, Nature, vol. 5(12), pages 1098-1106, December.
    30. Xu, Xinkuo & Han, Liyan & Lv, Xiaofeng, 2016. "Household carbon inequality in urban China, its sources and determinants," Ecological Economics, Elsevier, vol. 128(C), pages 77-86.
    31. Duro, Juan Antonio & Padilla, Emilio, 2006. "International inequalities in per capita CO2 emissions: A decomposition methodology by Kaya factors," Energy Economics, Elsevier, vol. 28(2), pages 170-187, March.
    32. Wei, Chu & Ni, Jinlan & Du, Limin, 2012. "Regional allocation of carbon dioxide abatement in China," China Economic Review, Elsevier, vol. 23(3), pages 552-565.
    33. Mussini, Mauro & Grossi, Luigi, 2015. "Decomposing changes in CO2 emission inequality over time: The roles of re-ranking and changes in per capita CO2 emission disparities," Energy Economics, Elsevier, vol. 49(C), pages 274-281.
    34. Lerman, Robert I & Yitzhaki, Shlomo, 1985. "Income Inequality Effects by Income," The Review of Economics and Statistics, MIT Press, vol. 67(1), pages 151-156, February.
    35. Clarke-Sather, Afton & Qu, Jiansheng & Wang, Qin & Zeng, Jingjing & Li, Yan, 2011. "Carbon inequality at the sub-national scale: A case study of provincial-level inequality in CO2 emissions in China 1997-2007," Energy Policy, Elsevier, vol. 39(9), pages 5420-5428, September.
    36. Xander Koolman & Eddy van Doorslaer, 2004. "On the interpretation of a concentration index of inequality," Health Economics, John Wiley & Sons, Ltd., vol. 13(7), pages 649-656, July.
    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. Liu, Xinru & Wang, Ke, 2024. "The inequality of household carbon footprint in China: A city-level analysis," Energy Policy, Elsevier, vol. 188(C).
    2. Xu, Chengzhen & Zhu, Qingyuan & Li, Xingchen & Wu, Liangpeng & Deng, Ping, 2024. "Determinants of global carbon emission and aggregate carbon intensity: A multi-region input−output approach," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 418-435.
    3. Zhao, Congyu & Jia, Rongwen & Dong, Kangyin, 2023. "Does financial inclusion achieve the dual dividends of narrowing carbon inequality within cities and between cities? Empirical evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 195(C).

    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. 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.
    2. Chen, Jiandong & Cheng, Shulei & Song, Malin, 2017. "Decomposing inequality in energy-related CO2 emissions by source and source increment: The roles of production and residential consumption," Energy Policy, Elsevier, vol. 107(C), pages 698-710.
    3. Xu, Xinkuo & Han, Liyan & Lv, Xiaofeng, 2016. "Household carbon inequality in urban China, its sources and determinants," Ecological Economics, Elsevier, vol. 128(C), pages 77-86.
    4. Rongrong Li & Xue-Ting Jiang, 2017. "Inequality of Carbon Intensity: Empirical Analysis of China 2000–2014," Sustainability, MDPI, vol. 9(5), pages 1-12, April.
    5. Moises Neil V. Seriño, 2020. "Rising carbon footprint inequality in the Philippines," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 22(2), pages 173-195, April.
    6. Wanbei Jiang & Weidong Liu, 2020. "Provincial-Level CO 2 Emissions Intensity Inequality in China: Regional Source and Explanatory Factors of Interregional and Intraregional Inequalities," Sustainability, MDPI, vol. 12(6), pages 1-16, March.
    7. 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.
    8. Wang, H. & Zhou, P., 2018. "Assessing Global CO2 Emission Inequality From Consumption Perspective: An Index Decomposition Analysis," Ecological Economics, Elsevier, vol. 154(C), pages 257-271.
    9. Cheng, Shulei & Fan, Wei & Zhang, Jian & Wang, Ning & Meng, Fanxin & Liu, Gengyuan, 2021. "Multi-sectoral determinants of carbon emission inequality in Chinese clustering cities," Energy, Elsevier, vol. 214(C).
    10. Wang, Shaojian & Fang, Chuanglin & Wang, Yang, 2016. "Spatiotemporal variations of energy-related CO2 emissions in China and its influencing factors: An empirical analysis based on provincial panel data," Renewable and Sustainable Energy Reviews, Elsevier, vol. 55(C), pages 505-515.
    11. Chen, Jiandong & Cheng, Shulei & Song, Malin & Wang, Jia, 2016. "Interregional differences of coal carbon dioxide emissions in China," Energy Policy, Elsevier, vol. 96(C), pages 1-13.
    12. Juan Antonio Duro & Jordi Teixidó-Figueras & Emilio Padilla, 2014. "The causal factors of international inequality in co2 emissions per capita: a regression-based inequality decomposition analysis," Working Papers 2014/20, Institut d'Economia de Barcelona (IEB).
    13. Caspar Sauter & Jean-Marie Grether & Nicole A. Mathys, 2015. "Geographical Spread of Global Emissions: Within-country Inequalities Are Increasing," IRENE Working Papers 15-01, IRENE Institute of Economic Research.
    14. Chen, Jiandong & Cheng, Shulei & Song, Malin & Wu, Yinyin, 2016. "A carbon emissions reduction index: Integrating the volume and allocation of regional emissions," Applied Energy, Elsevier, vol. 184(C), pages 1154-1164.
    15. Juan Antonio Duro & Jordi Teixidó-Figueras & Emilio Padilla, 2017. "The Causal Factors of International Inequality in $$\hbox {CO}_{2}$$ CO 2 Emissions Per Capita: A Regression-Based Inequality Decomposition Analysis," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 67(4), pages 683-700, August.
    16. 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).
    17. Fan, Wei & Li, Li & Wang, Feiran & Li, Ding, 2020. "Driving factors of CO2 emission inequality in China: The role of government expenditure," China Economic Review, Elsevier, vol. 64(C).
    18. Teixidó-Figueras, Jordi & Duro, Juan Antonio, 2015. "The building blocks of International Ecological Footprint inequality: A Regression-Based Decomposition," Ecological Economics, Elsevier, vol. 118(C), pages 30-39.
    19. Wenhui Tian & Pascal da Costa & Jean-Claude Bocquet, 2015. "Inequalities of Sectors CO 2 emissions in China, USA and France, 2010-2050," Working Papers hal-01219769, HAL.
    20. Grunewald, Nicole & Jakob, Michael & Mouratiadou, Ioanna, 2014. "Decomposing inequality in CO2 emissions: The role of primary energy carriers and economic sectors," Ecological Economics, Elsevier, vol. 100(C), pages 183-194.

    More about this item

    Keywords

    Carbon inequality; Gini; Concentration index; Decomposition;
    All these keywords.

    JEL classification:

    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth
    • D39 - Microeconomics - - Distribution - - - Other
    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement

    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:eee:chieco:v:78:y:2023:i:c:s1043951x23000251. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/chieco .

    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.