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Unequal contributions to CO2 emissions along the income distribution within and between countries

Author

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  • Federica Cappelli

    (University “Niccolò Cusano”, National Research Council of Italy – CNR, Institute for Studies on the Mediterranean – ISMed)

Abstract

The question of whether changes in income inequality affect CO2 emissions remains a topic of debate at both theoretical and empirical levels. The purpose of this paper is to examine the effect of changes in the full spectre of income distribution on consumption based CO2 emissions per capita. To do so, we estimate a dynamic difference-GMM model and a dynamic threshold regression model allowing for endogeneity on a panel database covering 107 countries between 1990 and 2019. Our analysis highlights how different income classes contribute very differently to consumption-based CO2 emissions. In addition, by accounting for between-country inequalities in the average income of each income group, we uncover non-linearities in the impact on carbon emissions. More specifically, the impact of an increase in the income share of the top 10% on per capita consumption-based carbon emissions varies according to their average income level: it is negative at lower income levels and becomes positive as their income rises. The contribution of the middle class is negative at all income levels, while the CO2 contribution of the poorest segments is negligible.

Suggested Citation

  • Federica Cappelli, 2024. "Unequal contributions to CO2 emissions along the income distribution within and between countries," Working Papers 2024.06, Fondazione Eni Enrico Mattei.
  • Handle: RePEc:fem:femwpa:2024.06
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    as
    1. Baozhi Qu & Yifan Zhang, 2011. "Effect Of Income Distribution On The Environmental Kuznets Curve," Pacific Economic Review, Wiley Blackwell, vol. 16(3), pages 349-370, August.
    2. Lucas Chancel, 2022. "Global carbon inequality over 1990–2019," PSE-Ecole d'économie de Paris (Postprint) halshs-04157767, HAL.
    3. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    4. 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.
    5. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    6. Taylor, Lance & Rezai, Armon & Foley, Duncan K., 2016. "An integrated approach to climate change, income distribution, employment, and economic growth," Ecological Economics, Elsevier, vol. 121(C), pages 196-205.
    7. Alassane Drabo, 2011. "Impact of Income Inequality on Health: Does Environment Quality Matter?," Environment and Planning A, , vol. 43(1), pages 146-165, January.
    8. Hübler, Michael, 2017. "The inequality-emissions nexus in the context of trade and development: A quantile regression approach," Ecological Economics, Elsevier, vol. 134(C), pages 174-185.
    9. Qunyong Wang, 2015. "Fixed-effect panel threshold model using Stata," Stata Journal, StataCorp LP, vol. 15(1), pages 121-134, March.
    10. Hyunsoo Kang, 2022. "Impacts of Income Inequality and Economic Growth on CO 2 Emissions: Comparing the Gini Coefficient and the Top Income Share in OECD Countries," Energies, MDPI, vol. 15(19), pages 1-15, September.
    11. Theil, Henri & Finke, Renate, 1983. "The distance from the equator as an instrumental variable," Economics Letters, Elsevier, vol. 13(4), pages 357-360.
    12. Uddin, Md. Main & Mishra, Vinod & Smyth, Russell, 2020. "Income inequality and CO2 emissions in the G7, 1870–2014: Evidence from non-parametric modelling," Energy Economics, Elsevier, vol. 88(C).
    13. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    14. 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.
    15. V. Joseph Hotz & Susan Williams McElroy & Seth G. Sanders, 2005. "Teenage Childbearing and Its Life Cycle Consequences: Exploiting a Natural Experiment," Journal of Human Resources, University of Wisconsin Press, vol. 40(3).
    16. Melissa S. Kearney & Phillip B. Levine, 2012. "Why Is the Teen Birth Rate in the United States So High and Why Does It Matter?," Journal of Economic Perspectives, American Economic Association, vol. 26(2), pages 141-163, Spring.
    17. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    18. Abebe Hailemariam & Ratbek Dzhumashev & Muhammad Shahbaz, 2020. "Carbon emissions, income inequality and economic development," Empirical Economics, Springer, vol. 59(3), pages 1139-1159, September.
    19. Baek, Jungho & Gweisah, Guankerwon, 2013. "Does income inequality harm the environment?: Empirical evidence from the United States," Energy Policy, Elsevier, vol. 62(C), pages 1434-1437.
    20. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    21. Yannick Oswald & Anne Owen & Julia K. Steinberger, 2020. "Publisher Correction: Large inequality in international and intranational energy footprints between income groups and across consumption categories," Nature Energy, Nature, vol. 5(4), pages 349-349, April.
    22. Ram, Rati, 1997. "Tropics and economic development: An empirical investigation," World Development, Elsevier, vol. 25(9), pages 1443-1452, September.
    23. James Boyce, 2007. "Is Inequality Bad for the Environment?," Working Papers wp135, Political Economy Research Institute, University of Massachusetts at Amherst.
    24. Stephanie Kremer & Alexander Bick & Dieter Nautz, 2013. "Inflation and growth: new evidence from a dynamic panel threshold analysis," Empirical Economics, Springer, vol. 44(2), pages 861-878, April.
    25. Hansen, Bruce E, 1996. "Inference When a Nuisance Parameter Is Not Identified under the Null Hypothesis," Econometrica, Econometric Society, vol. 64(2), pages 413-430, March.
    26. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    27. Jorgenson, Andrew & Schor, Juliet & Huang, Xiaorui, 2017. "Income Inequality and Carbon Emissions in the United States: A State-level Analysis, 1997–2012," Ecological Economics, Elsevier, vol. 134(C), pages 40-48.
    28. Julia K. Steinberger & J. Timmons Roberts & Glen P. Peters & Giovanni Baiocchi, 2012. "Pathways of human development and carbon emissions embodied in trade," Nature Climate Change, Nature, vol. 2(2), pages 81-85, February.
    29. Lucas Chancel, 2022. "Global carbon inequality over 1990–2019," Nature Sustainability, Nature, vol. 5(11), pages 931-938, November.
    30. Boyce, James K., 1994. "Inequality as a cause of environmental degradation," Ecological Economics, Elsevier, vol. 11(3), pages 169-178, December.
    31. Diana Ivanova & Konstantin Stadler & Kjartan Steen-Olsen & Richard Wood & Gibran Vita & Arnold Tukker & Edgar G. Hertwich, 2016. "Environmental Impact Assessment of Household Consumption," Journal of Industrial Ecology, Yale University, vol. 20(3), pages 526-536, June.
    32. Yannick Oswald & Anne Owen & Julia K. Steinberger, 2020. "Large inequality in international and intranational energy footprints between income groups and across consumption categories," Nature Energy, Nature, vol. 5(3), pages 231-239, March.
    33. Lucas Chancel, 2022. "Global carbon inequality over 1990–2019," Post-Print halshs-04157767, HAL.
    34. Jason M. Fletcher & Barbara L. Wolfe, 2009. "Education and Labor Market Consequences of Teenage Childbearing: Evidence Using the Timing of Pregnancy Outcomes and Community Fixed Effects," Journal of Human Resources, University of Wisconsin Press, vol. 44(2).
    35. Adua, Lazarus, 2022. "Super polluters and carbon emissions: Spotlighting how higher-income and wealthier households disproportionately despoil our atmospheric commons," Energy Policy, Elsevier, vol. 162(C).
    36. James Boyce, 1994. "Inequality as a Cause of Environmental Degradation," Published Studies ps1, Political Economy Research Institute, University of Massachusetts at Amherst.
    37. Heerink, Nico & Mulatu, Abay & Bulte, Erwin, 2001. "Income inequality and the environment: aggregation bias in environmental Kuznets curves," Ecological Economics, Elsevier, vol. 38(3), pages 359-367, September.
    38. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    39. Ravallion, Martin & Heil, Mark & Jalan, Jyotsna, 2000. "Carbon Emissions and Income Inequality," Oxford Economic Papers, Oxford University Press, vol. 52(4), pages 651-669, October.
    40. Philip Wollburg & Stephane Hallegatte & Daniel Gerszon Mahler, 2023. "Ending extreme poverty has a negligible impact on global greenhouse gas emissions," Nature, Nature, vol. 623(7989), pages 982-986, November.
    41. Benedikt Bruckner & Klaus Hubacek & Yuli Shan & Honglin Zhong & Kuishuang Feng, 2022. "Impacts of poverty alleviation on national and global carbon emissions," Nature Sustainability, Nature, vol. 5(4), pages 311-320, April.
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    More about this item

    Keywords

    Inequality; Emissions; Income Distribution; Climate Change;
    All these keywords.

    JEL classification:

    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • Q57 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Ecological Economics

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