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Too poor to be clean? A quantile ARDL assessment of the environmental Kuznets curve in SADC countries

Author

Listed:
  • Andrew Phiri

    (Nelson Mandela University)

  • Simba Mhaka

    (Nelson Mandela University)

  • Lovemore Taonezvi

    (BA ISAGO University)

Abstract

The purpose of this study is to investigate whether there is a fit of the environmental Kuznets curve for Southern African development community (SADC) countries. To this end, we estimate a quadratic regression between greenhouse gas emissions (CO2, N20, CH4), per capita income and other controls, using the pooled mean group (PMG) and quantile autoregressive distributive lag (QARDL) models applied to annual data spanning from 1990 to 2021. On one hand, the PMG (Pooled mean group) estimators reveal an EKC fit for CO2 emissions (turning point = $4675), an inverse EKC for CH4 emissions (turning point = $6310) and no fit for the N20 emissions. On the other hand, the QARDL estimators further reveal more significant effects existing at the tail end distributions of the curve for all classes of emissions with turning points in the upper (lower) quantiles being higher (lower) than those from the PMG estimators. Further analysis informs us that only Seychelles have crossed the EKC ‘turning point’ at the upper quantile while the remaining countries are ‘too poor to go green.’ Overall, these findings have implications for the debate on climate justice in Africa.

Suggested Citation

  • Andrew Phiri & Simba Mhaka & Lovemore Taonezvi, 2024. "Too poor to be clean? A quantile ARDL assessment of the environmental Kuznets curve in SADC countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(11), pages 27301-27323, November.
    • Handle: RePEc:spr:endesu:v:26:y:2024:i:11:d:10.1007_s10668-023-03760-6
    DOI: 10.1007/s10668-023-03760-6
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    1. Adeyemi A. OGUNDIPE & Philip O. ALEGE & Oluwatomisin M. OGUNDIPE, 2014. "Income Heterogeneity and Environmental Kuznets Curve in Africa," Journal of Sustainable Development, Canadian Center of Science and Education, vol. 7(4), pages 165-165, July.
    2. Cho, Jin Seo & Kim, Tae-hwan & Shin, Yongcheol, 2015. "Quantile cointegration in the autoregressive distributed-lag modeling framework," Journal of Econometrics, Elsevier, vol. 188(1), pages 281-300.
    3. Atif Jahanger & Yang Yu & Ashar Awan & Muhammad Zubair Chishti & Magdalena Radulescu & Daniel Balsalobre-Lorente, 2022. "The Impact of Hydropower Energy in Malaysia Under the EKC Hypothesis: Evidence From Quantile ARDL Approach," SAGE Open, , vol. 12(3), pages 21582440221, July.
    4. Roxana Pincheira & Felipe Zuniga, 2021. "Environmental Kuznets curve bibliographic map: a systematic literature review," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(S1), pages 1931-1956, April.
    5. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    6. Mehdi Ben Jebli & Slim Ben Youssef & Ilhan Ozturk, 2015. "The Role of Renewable Energy Consumption and Trade: Environmental Kuznets Curve Analysis for Sub-Saharan Africa Countries," African Development Review, African Development Bank, vol. 27(3), pages 288-300, September.
    7. Hyangsuk Cho & Salvatore Ercolano, 2021. "Determinants of the downward sloping segment of the EKC in high-income countries: The role of income inequality and institutional arrangement," Cogent Economics & Finance, Taylor & Francis Journals, vol. 9(1), pages 1954358-195, January.
    8. Samuel Egbetokun & Evans S. Osabuohien & Temidayo Akinbobola, 2018. "Feasible Environmental Kuznets and Institutional Quality in North and Southern African Sub-regions," International Journal of Energy Economics and Policy, Econjournals, vol. 8(1), pages 104-115.
    9. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    10. Farhani, Sahbi & Shahbaz, Muhammad & Sbia, Rashid & Chaibi, Anissa, 2014. "What does MENA region initially need: Grow output or mitigate CO2 emissions?," Economic Modelling, Elsevier, vol. 38(C), pages 270-281.
    11. Mohamed Bouzahzah, 2022. "Pollution Haven Hypothesis in Africa: Does the Quality of Institutions Matter?," International Journal of Energy Economics and Policy, Econjournals, vol. 12(1), pages 101-109.
    12. repec:ipg:wpaper:2014-529 is not listed on IDEAS
    13. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    14. Ogundipe, Adeyemi & Alege, Philip & Ogundipe, Oluwatomisin, 2014. "Income Heterogeneity and Environmental Kuznets Curve in Africa," MPRA Paper 55822, University Library of Munich, Germany.
    15. Iddisah Sulemana & Harvey S. James & James S. Rikoon, 2017. "Environmental Kuznets Curves for air pollution in African and developed countries: exploring turning point incomes and the role of democracy," Journal of Environmental Economics and Policy, Taylor & Francis Journals, vol. 6(2), pages 134-152, April.
    16. Cheng Jin & Asif Razzaq & Faiza Saleem & Avik Sinha, 2022. "Asymmetric effects of eco-innovation and human capital development in realizing environmental sustainability in China: evidence from quantile ARDL framework," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 4947-4970, December.
    17. Isaac Doku & Ronney Ncwadi & Andrew Phiri & Salvatore Ercolano, 2021. "Examining the role of climate finance in the Environmental Kuznets Curve for Sub-Sahara African countries," Cogent Economics & Finance, Taylor & Francis Journals, vol. 9(1), pages 1965357-196, January.
    18. 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.
    19. Li, Wenqing & Qiao, Yuanbo & Li, Xiao & Wang, Yutao, 2022. "Energy consumption, pollution haven hypothesis, and Environmental Kuznets Curve: Examining the environment–economy link in belt and road initiative countries," Energy, Elsevier, vol. 239(PE).
    20. Muhammad, Shahbaz & Adebola Solarin, Solarin & Ozturk, Ilhan, 2016. "Environmental Kuznets curve hypothesis and the role of globalization in selected African countries," MPRA Paper 69859, University Library of Munich, Germany, revised 04 Mar 2016.
    21. Mohamed Ouédraogo & Daiyan Peng & Xi Chen & Shujahat Haider Hashmi & Mamoudou Ibrahima Sall, 2021. "Dynamic Effect of Oil Resources on Environmental Quality: Testing the Environmental Kuznets Curve Hypothesis for Selected African Countries," Sustainability, MDPI, vol. 13(7), pages 1-23, March.
    22. Awan, Ashar & Abbasi, Kashif Raza & Rej, Soumen & Bandyopadhyay, Arunava & Lv, Kangjuan, 2022. "The impact of renewable energy, internet use and foreign direct investment on carbon dioxide emissions: A method of moments quantile analysis," Renewable Energy, Elsevier, vol. 189(C), pages 454-466.
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