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The trade-off between middle class and ecological footprint: Empirical cross-country analysis

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  • Ren, Zhiyuan
  • Zhu, Yuhan

Abstract

While it may be attractive to pursue win-win outcomes or positive synergies between environmental quality and human welfare, it does not necessarily mean that these goals are mutually reinforcing. With improved material standards, a large number of middle-class individuals with higher consumption demand and purchasing power are challenging ecological sustainability through frequent and high-intensity economic activities. This study investigates the ecological entanglements of the middle class and constructs a novel theoretical framework that maps the pathways through which the middle class influences the ecological footprint (EF) from power and consumption perspectives. To quantitatively verify whether the coevolution of the middle class and the EF can transcend the zero-sum tradeoffs and achieve socioecological equilibrium, we innovatively use macrostatistics to estimate the size of the middle class (SMC), constructing a comparable cross-country dataset for this variable. We then analyze the correlation between EF and the SMC using an interactive fixed effects model with panel data for 60 countries from 2000 to 2020 to examine whether a tradeoff is evident between the two variables. The results reveal strong tradeoffs between the expanding SMC, which tends to increase countries' EF. Mitigating or reversing ecological degradation may compromise the rationality of income distribution, potentially neglecting environmental issues that accompany policies intended to narrow the wealth gap. Further subgroup analysis reveals that residents in higher-income countries typically engage in higher levels of consumption and governance, but subsequent sustainability has been historically weak, resulting in a stronger positive and weaker negative impact of the SMC on the EF. Our empirical insights demonstrate the inherent contradiction within the United Nations Sustainable Development Goal targets with significant implications for advancing sustainable shared prosperity by leveraging middle-class consumptions.

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  • Ren, Zhiyuan & Zhu, Yuhan, 2025. "The trade-off between middle class and ecological footprint: Empirical cross-country analysis," Ecological Economics, Elsevier, vol. 235(C).
  • Handle: RePEc:eee:ecolec:v:235:y:2025:i:c:s0921800925001144
    DOI: 10.1016/j.ecolecon.2025.108631
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    1. Baloch, Muhammad Awais & Danish, & Khan, Salah Ud-Din & Ulucak, Zübeyde Şentürk, 2020. "Poverty and vulnerability of environmental degradation in Sub-Saharan African countries: what causes what?," Structural Change and Economic Dynamics, Elsevier, vol. 54(C), pages 143-149.
    2. Schaafsma, Marije & Eigenbrod, Felix & Gasparatos, Alexandros & Gross-Camp, Nicole & Hutton, Craig & Nunan, Fiona & Schreckenberg, Kate & Turner, Kerry, 2021. "Trade-off decisions in ecosystem management for poverty alleviation," Ecological Economics, Elsevier, vol. 187(C).
    3. Natalie Chun & Rana Hasan & Muhammad Habibur Rahman & Mehmet Ali Ulubaşoğlu, 2017. "The Role of Middle Class in Economic Development: What Do Cross-Country Data Show?," Review of Development Economics, Wiley Blackwell, vol. 21(2), pages 404-424, May.
    4. Krieger, Tim & Meierrieks, Daniel, 2016. "Political capitalism: The interaction between income inequality, economic freedom and democracy," European Journal of Political Economy, Elsevier, vol. 45(C), pages 115-132.
    5. Taryn Dinkelman, 2011. "The Effects of Rural Electrification on Employment: New Evidence from South Africa," American Economic Review, American Economic Association, vol. 101(7), pages 3078-3108, December.
    6. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    7. Zhang, Shaohui & Chen, Kenjie, 2023. "Green finance and ecological footprints: Natural resources perspective of China’s growing economy," Resources Policy, Elsevier, vol. 85(PB).
    8. Loek Groot & Daan Linde, 2016. "Income inequality, redistribution and the position of the decisive voter," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 14(3), pages 269-287, September.
    9. Zahoor Ahmed & Muhammad Mansoor Asghar & Muhammad Nasir Malik & Kishwar Nawaz, 2020. "Moving towards a sustainable environment: The dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological footprint in China," Post-Print hal-03557938, HAL.
    10. Destek, Mehmet & Sinha, Avik, 2020. "Renewable, non-renewable energy consumption, economic growth, trade openness and ecological footprint: Evidence from organisation for economic Co-operation and development countries," MPRA Paper 104246, University Library of Munich, Germany, revised 2020.
    11. Holtz-Eakin, Douglas & Selden, Thomas M., 1995. "Stoking the fires? CO2 emissions and economic growth," Journal of Public Economics, Elsevier, vol. 57(1), pages 85-101, May.
    12. Thomas Wiedmann & Manfred Lenzen & Lorenz T. Keyßer & Julia K. Steinberger, 2020. "Scientists’ warning on affluence," Nature Communications, Nature, vol. 11(1), pages 1-10, December.
    13. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    14. Bernardo Andretti & Yan Vieites & Guilherme A. Ramos & Larissa Elmor & Eduardo B. Andrade, 2024. "Underestimations of the income-based ecological footprint inequality," Climatic Change, Springer, vol. 177(4), pages 1-25, April.
    15. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    16. Shao, Shuai & Tian, Zhihua & Fan, Meiting, 2018. "Do the rich have stronger willingness to pay for environmental protection? New evidence from a survey in China," World Development, Elsevier, vol. 105(C), pages 83-94.
    17. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    18. repec:plo:pone00:0192461 is not listed on IDEAS
    19. Moises Neil V. Seriño & Stephan Klasen, 2015. "Estimation and Determinants of the Philippines' Household Carbon Footprint," The Developing Economies, Institute of Developing Economies, vol. 53(1), pages 44-62, March.
    20. Andersson, Fredrik N.G., 2023. "Income inequality and carbon emissions in the United States 1929–2019," Ecological Economics, Elsevier, vol. 204(PA).
    21. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    22. Tomohiro Okadera & Winai Chaowiwat & Surajate Boonya-aroonnet & Danutawat Tipayarom & Wilasinee Yoochatchaval, 2016. "Global Water Scarcity in Relation to the International Energy Trade of Thailand," Journal of Industrial Ecology, Yale University, vol. 20(3), pages 484-493, June.
    23. Alban Verchère, 2017. "The middle-class collapse and the environment," Post-Print hal-01452258, HAL.
    24. Choi, In, 2001. "Unit root tests for panel data," Journal of International Money and Finance, Elsevier, vol. 20(2), pages 249-272, April.
    25. María Edo & Walter Sosa Escudero & Marcela Svarc, 2021. "A multidimensional approach to measuring the middle class," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 19(1), pages 139-162, March.
    26. Rebecca Rasch, 2017. "Measuring the Middle Class in Middle-Income Countries," Forum for Social Economics, Taylor & Francis Journals, vol. 46(4), pages 321-336, October.
    27. Moon, Hyungsik Roger & Shum, Matthew & Weidner, Martin, 2018. "Estimation of random coefficients logit demand models with interactive fixed effects," Journal of Econometrics, Elsevier, vol. 206(2), pages 613-644.
    28. Ilona M. Otto & Kyoung Mi Kim & Nika Dubrovsky & Wolfgang Lucht, 2019. "Shift the focus from the super-poor to the super-rich," Nature Climate Change, Nature, vol. 9(2), pages 82-84, February.
    29. Dominik Wiedenhofer & Dabo Guan & Zhu Liu & Jing Meng & Ning Zhang & Yi-Ming Wei, 2017. "Unequal household carbon footprints in China," Nature Climate Change, Nature, vol. 7(1), pages 75-80, January.
    30. James Boyce, 1994. "Inequality as a Cause of Environmental Degradation," Published Studies ps1, Political Economy Research Institute, University of Massachusetts at Amherst.
    31. Kjartan Steen-Olsen & Richard Wood & Edgar G. Hertwich, 2016. "The Carbon Footprint of Norwegian Household Consumption 1999–2012," Journal of Industrial Ecology, Yale University, vol. 20(3), pages 582-592, June.
    32. Torras, Mariano & Boyce, James K., 1998. "Income, inequality, and pollution: a reassessment of the environmental Kuznets Curve," Ecological Economics, Elsevier, vol. 25(2), pages 147-160, May.
    33. Edward B. Barbier & Mikołaj Czajkowski & Nick Hanley, 2017. "Is the Income Elasticity of the Willingness to Pay for Pollution Control Constant?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(3), pages 663-682, November.
    34. Jung Yun Choi & Doo Bong Han, 2018. "The Links between Environmental Innovation and Environmental Performance: Evidence for High- and Middle-Income Countries," Sustainability, MDPI, vol. 10(7), pages 1-14, June.
    35. Rojas-Vallejos, Jorge & Lastuka, Amy, 2020. "The income inequality and carbon emissions trade-off revisited," Energy Policy, Elsevier, vol. 139(C).
    36. Jushan Bai, 2009. "Panel Data Models With Interactive Fixed Effects," Econometrica, Econometric Society, vol. 77(4), pages 1229-1279, July.
    37. Axel Dreher, 2006. "Does globalization affect growth? Evidence from a new index of globalization," Applied Economics, Taylor & Francis Journals, vol. 38(10), pages 1091-1110.
    38. Joakim Westerlund, 2005. "New Simple Tests for Panel Cointegration," Econometric Reviews, Taylor & Francis Journals, vol. 24(3), pages 297-316.
    39. Rosenfeld, Bryn, 2017. "Reevaluating the Middle-Class Protest Paradigm: A Case-Control Study of Democratic Protest Coalitions in Russia," American Political Science Review, Cambridge University Press, vol. 111(4), pages 637-652, November.
    40. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    41. Hernández, Christian & Vita, Gibran, 2022. "Carbon footprint analysis of household consumption in greater Guadalajara reveal stark socio-spatial inequalities," Ecological Economics, Elsevier, vol. 199(C).
    42. Verhofstadt, E. & Van Ootegem, L. & Defloor, B. & Bleys, B., 2016. "Linking individuals' ecological footprint to their subjective well-being," Ecological Economics, Elsevier, vol. 127(C), pages 80-89.
    43. Zhu, Yuhan & Zheng, Yan & Ren, Zhiyuan, 2024. "Household welfare loss from energy price crisis: Evidence from China," Energy Economics, Elsevier, vol. 138(C).
    44. Berthe, Alexandre & Elie, Luc, 2015. "Mechanisms explaining the impact of economic inequality on environmental deterioration," Ecological Economics, Elsevier, vol. 116(C), pages 191-200.
    45. Pata, Ugur Korkut & Caglar, Abdullah Emre, 2021. "Investigating the EKC hypothesis with renewable energy consumption, human capital, globalization and trade openness for China: Evidence from augmented ARDL approach with a structural break," Energy, Elsevier, vol. 216(C).
    46. Klaus Hubacek & Giovanni Baiocchi & Kuishuang Feng & Anand Patwardhan, 2017. "Poverty eradication in a carbon constrained world," Nature Communications, Nature, vol. 8(1), pages 1-9, December.
    47. Boyce, James K., 2018. "Carbon Pricing: Effectiveness and Equity," Ecological Economics, Elsevier, vol. 150(C), pages 52-61.
    48. Tian, Xin & Chang, Miao & Lin, Chen & Tanikawa, Hiroki, 2014. "China’s carbon footprint: A regional perspective on the effect of transitions in consumption and production patterns," Applied Energy, Elsevier, vol. 123(C), pages 19-28.
    49. Verchere, Alban, 2017. "The Middle-class Collapse and the Environment," Ecological Economics, Elsevier, vol. 131(C), pages 510-523.
    50. Melissa Haller & Jeffrey B. Wenger & Melanie A. Zaber & George W. Zuo, 2022. "A Consumption-Based Definition of the Middle Class," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 164(3), pages 1249-1270, December.
    51. Ahmed, Zahoor & Asghar, Muhammad Mansoor & Malik, Muhammad Nasir & Nawaz, Kishwar, 2020. "Moving towards a sustainable environment: The dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological footprint in China," Resources Policy, Elsevier, vol. 67(C).
    52. 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.
    53. Damiaan Persyn & Joakim Westerlund, 2008. "Error-correction–based cointegration tests for panel data," Stata Journal, StataCorp LLC, vol. 8(2), pages 232-241, June.
    54. Jin, Gui & Guo, Baishu & Deng, Xiangzheng, 2020. "Is there a decoupling relationship between CO2 emission reduction and poverty alleviation in China?," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    55. Michael Jakob & Jan Christoph Steckel & Stephan Klasen & Jann Lay & Nicole Grunewald & Inmaculada Martínez-Zarzoso & Sebastian Renner & Ottmar Edenhofer, 2014. "Feasible mitigation actions in developing countries," Nature Climate Change, Nature, vol. 4(11), pages 961-968, November.
    56. Yao, Xing & Yasmeen, Rizwana & Hussain, Jamal & Hassan Shah, Wasi Ul, 2021. "The repercussions of financial development and corruption on energy efficiency and ecological footprint: Evidence from BRICS and next 11 countries," Energy, Elsevier, vol. 223(C).
    57. Mongelli, I. & Tassielli, G. & Notarnicola, B., 2006. "Global warming agreements, international trade and energy/carbon embodiments: an input-output approach to the Italian case," Energy Policy, Elsevier, vol. 34(1), pages 88-100, January.
    58. Langnel, Zechariah & Amegavi, George Babington & Donkor, Prince & Mensah, James Kwame, 2021. "Income inequality, human capital, natural resource abundance, and ecological footprint in ECOWAS member countries," Resources Policy, Elsevier, vol. 74(C).
    59. Sharif, Arshian & Raza, Syed Ali & Ozturk, Ilhan & Afshan, Sahar, 2019. "The dynamic relationship of renewable and nonrenewable energy consumption with carbon emission: A global study with the application of heterogeneous panel estimations," Renewable Energy, Elsevier, vol. 133(C), pages 685-691.
    60. 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.
    61. Rafael E. De Hoyos & Vasilis Sarafidis, 2006. "Testing for cross-sectional dependence in panel-data models," Stata Journal, StataCorp LLC, vol. 6(4), pages 482-496, December.
    62. Boyce, James K., 1994. "Inequality as a cause of environmental degradation," Ecological Economics, Elsevier, vol. 11(3), pages 169-178, December.
    63. Grunewald, Nicole & Klasen, Stephan & Martínez-Zarzoso, Inmaculada & Muris, Chris, 2017. "The Trade-off Between Income Inequality and Carbon Dioxide Emissions," Ecological Economics, Elsevier, vol. 142(C), pages 249-256.
    64. Kopp, Thomas & Nabernegg, Markus, 2022. "Inequality and Environmental Impact – Can the Two Be Reduced Jointly?," Ecological Economics, Elsevier, vol. 201(C).
    65. 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.
    66. Perobelli, Fernando Salgueiro & Faria, Weslem Rodrigues & Vale, Vinicius de Almeida, 2015. "The increase in Brazilian household income and its impact on CO2 emissions: Evidence for 2003 and 2009 from input–output tables," Energy Economics, Elsevier, vol. 52(PA), pages 228-239.
    67. Theine, Hendrik & Humer, Stefan & Moser, Mathias & Schnetzer, Matthias, 2022. "Emissions inequality: Disparities in income, expenditure, and the carbon footprint in Austria," Ecological Economics, Elsevier, vol. 197(C).
    68. Chen, Yang & Cheng, Liang & Lee, Chien-Chiang, 2022. "How does the use of industrial robots affect the ecological footprint? International evidence," Ecological Economics, Elsevier, vol. 198(C).
    69. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    70. 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.
    71. 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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