IDEAS home Printed from https://ideas.repec.org/a/spr/endesu/v26y2024i7d10.1007_s10668-023-03393-9.html
   My bibliography  Save this article

Income inequality and carbon dioxide (CO2) in sub-Saharan Africa countries: the moderating role of financial inclusion and institutional quality

Author

Listed:
  • Jimoh S. Ogede

    (Olabisi Onabanjo University)

  • Musa O. Oduola

    (Olabisi Onabanjo University)

  • Hammed O. Tiamiyu

    (Olabisi Onabanjo University)

Abstract

The study was motivated by increased carbon emissions and high inequality in many of the countries in sub-Saharan Africa (SSA). In this study, we examine whether income inequality in SSA countries increases CO2 emissions, and also investigate empirically whether financial inclusion and institutional quality moderate this connection from the period 2000–2018. For the purpose of examining these links, two proxies for financial inclusion (FI) and an index of institutional quality (IQX) are used. Advanced econometric techniques such as cross-sectional augmented autoregressive distributed lags (CS-ARDL) and augmented mean group (AMG) techniques were used to account for robust, cross-sectional dependence and heterogeneity. The CD-ARDL results demonstrate that the inequalities in the short and long runs are essentially positive, indicating that environmental pollution would rise progressively as the wealth difference widened in the 32 selected SSA nations. The square of income disparity has a negative impact on CO2 emissions, albeit the magnitude varies in the short and long run. Income disparity continues to have a positive impact on CO2 emissions after interacting with financial inclusion in both the short and long run. The results of the interaction term (INEQ*IQX) show that institutional quality has a considerable negative effect on CO2, implying that institutional quality has a major impact on the inequality-CO2 nexus. The robustness of the models is tested using AMG, and the results are congruent with the CS-ARDL estimated results. Hence, based on our findings, we recommend several measures to reduce CO2 emissions in SSA countries.

Suggested Citation

  • Jimoh S. Ogede & Musa O. Oduola & Hammed O. Tiamiyu, 2024. "Income inequality and carbon dioxide (CO2) in sub-Saharan Africa countries: the moderating role of financial inclusion and institutional quality," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(7), pages 18385-18409, July.
  • Handle: RePEc:spr:endesu:v:26:y:2024:i:7:d:10.1007_s10668-023-03393-9
    DOI: 10.1007/s10668-023-03393-9
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10668-023-03393-9
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10668-023-03393-9?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. Sedat Alataş & Tuğba Akın, 2022. "The impact of income inequality on environmental quality: a sectoral-level analysis," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 65(10), pages 1949-1974, June.
    2. Wan, Guanghua & Wang, Chen & Wang, Jinxian & Zhang, Xun, 2022. "The income inequality-CO2 emissions nexus: Transmission mechanisms," Ecological Economics, Elsevier, vol. 195(C).
    3. Abid, Mehdi, 2016. "Impact of economic, financial, and institutional factors on CO2 emissions: Evidence from Sub-Saharan Africa economies," Utilities Policy, Elsevier, vol. 41(C), pages 85-94.
    4. Joakim Westerlund & David L. Edgerton, 2008. "A Simple Test for Cointegration in Dependent Panels with Structural Breaks," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(5), pages 665-704, October.
    5. Yao, Yao & Ivanovski, Kris & Inekwe, John & Smyth, Russell, 2019. "Human capital and energy consumption: Evidence from OECD countries," Energy Economics, Elsevier, vol. 84(C).
    6. Danish & Recep Ulucak, 2020. "The pathway toward pollution mitigation: Does institutional quality make a difference?," Business Strategy and the Environment, Wiley Blackwell, vol. 29(8), pages 3571-3583, December.
    7. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    8. Muhammad Zahid Rafique & Abdul Majeed Nadeem & Wanjun Xia & Majid Ikram & Hafiz Muhammad Shoaib & Umer Shahzad, 2022. "Does economic complexity matter for environmental sustainability? Using ecological footprint as an indicator," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(4), pages 4623-4640, April.
    9. Zhu, Huiming & Duan, Lijun & Guo, Yawei & Yu, Keming, 2016. "The effects of FDI, economic growth and energy consumption on carbon emissions in ASEAN-5: Evidence from panel quantile regression," Economic Modelling, Elsevier, vol. 58(C), pages 237-248.
    10. 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.
    11. Lee, Keun & Kim, Byung-Yeon, 2009. "Both Institutions and Policies Matter but Differently for Different Income Groups of Countries: Determinants of Long-Run Economic Growth Revisited," World Development, Elsevier, vol. 37(3), pages 533-549, March.
    12. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    13. Blomquist, Johan & Westerlund, Joakim, 2013. "Testing slope homogeneity in large panels with serial correlation," Economics Letters, Elsevier, vol. 121(3), pages 374-378.
    14. Gagliardi, Francesca, 2008. "Institutions and economic change: A critical survey of the new institutional approaches and empirical evidence," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 37(1), pages 416-443, February.
    15. Michael Asiedu & Nana Adwoa Anokye Effah & Emmanuel Mensah Aboagye, 2022. "Finance, poverty-income inequality, energy consumption and the CO2emissions nexus in Africa," Journal of Business and Socio-economic Development, Emerald Group Publishing Limited, vol. 3(3), pages 214-236, March.
    16. Panayotou, Theodore, 1997. "Demystifying the environmental Kuznets curve: turning a black box into a policy tool," Environment and Development Economics, Cambridge University Press, vol. 2(4), pages 465-484, November.
    17. James Boyce, 1994. "Inequality as a Cause of Environmental Degradation," Published Studies ps1, Political Economy Research Institute, University of Massachusetts at Amherst.
    18. 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.
    19. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    20. Lingui Qin & Syed Raheem & Muntasir Murshed & Xu Miao & Zeeshan Khan & Dervis Kirikkaleli, 2021. "Does financial inclusion limit carbon dioxide emissions? Analyzing the role of globalization and renewable electricity output," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(6), pages 1138-1154, November.
    21. 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.
    22. Shahzad, Umer & Schneider, Nicolas & Ben Jebli, Mehdi, 2021. "How coal and geothermal energies interact with industrial development and carbon emissions? An autoregressive distributed lags approach to the Philippines," Resources Policy, Elsevier, vol. 74(C).
    23. Feng Wang & Jian Yang & Joshua Shackman & Xin Liu, 2021. "Impact of Income Inequality on Urban Air Quality: A Game Theoretical and Empirical Study in China," IJERPH, MDPI, vol. 18(16), pages 1-17, August.
    24. Markus Eberhardt, 2012. "Estimating panel time-series models with heterogeneous slopes," Stata Journal, StataCorp LP, vol. 12(1), pages 61-71, March.
    25. Al-Mulali, Usama & Ozturk, Ilhan, 2015. "The effect of energy consumption, urbanization, trade openness, industrial output, and the political stability on the environmental degradation in the MENA (Middle East and North African) region," Energy, Elsevier, vol. 84(C), pages 382-389.
    26. Lau, Lin-Sea & Choong, Chee-Keong & Eng, Yoke-Kee, 2014. "Carbon dioxide emission, institutional quality, and economic growth: Empirical evidence in Malaysia," Renewable Energy, Elsevier, vol. 68(C), pages 276-281.
    27. World Bank Group, 2016. "World Development Report 2016 [Rapport sur le développement dans le monde 2016]," World Bank Publications - Books, The World Bank Group, number 23347, December.
    28. H. Naci Mocan, 1999. "Structural Unemployment, Cyclical Unemployment, and Income Inequality," The Review of Economics and Statistics, MIT Press, vol. 81(1), pages 122-134, February.
    29. Liu, Qianqian & Wang, Shaojian & Zhang, Wenzhong & Li, Jiaming & Kong, Yunlong, 2019. "Examining the effects of income inequality on CO2 emissions: Evidence from non-spatial and spatial perspectives," Applied Energy, Elsevier, vol. 236(C), pages 163-171.
    30. Boyce, James K., 1994. "Inequality as a cause of environmental degradation," Ecological Economics, Elsevier, vol. 11(3), pages 169-178, December.
    31. Shahbaz, Muhammad & Solarin, Sakiru Adebola & Mahmood, Haider & Arouri, Mohamed, 2013. "Does financial development reduce CO2 emissions in Malaysian economy? A time series analysis," Economic Modelling, Elsevier, vol. 35(C), pages 145-152.
    32. Hussain, Muzzammil & Ye, Zhiwei & Bashir, Adnan & Chaudhry, Naveed Iqbal & Zhao, Yingjun, 2021. "A nexus of natural resource rents, institutional quality, human capital, and financial development in resource-rich high-income economies," Resources Policy, Elsevier, vol. 74(C).
    33. Muhammad Shahbaz & Faridul Islam, 2011. "Financial Development And Income Inequality In Pakistan: An Application Of Ardl Approach," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 36(1), pages 35-58, March.
    Full references (including those not matched with items on IDEAS)

    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. Sencer Atasoy, Burak, 2017. "Testing the environmental Kuznets curve hypothesis across the U.S.: Evidence from panel mean group estimators," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 731-747.
    2. Bo Yang & Minhaj Ali & Shujahat Haider Hashmi & Mohsin Shabir, 2020. "Income Inequality and CO 2 Emissions in Developing Countries: The Moderating Role of Financial Instability," Sustainability, MDPI, vol. 12(17), pages 1-24, August.
    3. Umut Uzar, 2022. "The connection between freedom of the press and environmental quality: An investigation on emerging market countries," Natural Resources Forum, Blackwell Publishing, vol. 46(1), pages 21-38, February.
    4. Bano, Sadia & Liu, Lu & Khan, Anwar, 2022. "Dynamic influence of aging, industrial innovations, and ICT on tourism development and renewable energy consumption in BRICS economies," Renewable Energy, Elsevier, vol. 192(C), pages 431-442.
    5. Muhammad Shahbaz & Syed Jawad Hussain Shahzad & Mantu Kumar Mahalik & Perry Sadorsky, 2018. "How strong is the causal relationship between globalization and energy consumption in developed economies? A country-specific time-series and panel analysis," Applied Economics, Taylor & Francis Journals, vol. 50(13), pages 1479-1494, March.
    6. Khang Yi Sim & Siok Kun Sek, 2024. "Unveiling the asymmetric energy-growth nexus in top oil-importing and exporting countries: The common correlated effects approach," Energy & Environment, , vol. 35(2), pages 539-568, March.
    7. Francois, John Nana & Ahmad, Nazneen & Keinsley, Andrew & Nti-Addae, Akwasi, 2022. "Heterogeneity in the long-run remittance-output relationship: Theory and new evidence," Economic Modelling, Elsevier, vol. 110(C).
    8. Mohsin Shabir, 2024. "Does Financial Inclusion Promote Environmental Sustainability: Analyzing the Role of Technological Innovation and Economic Globalization," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 19-46, March.
    9. Tiwari, Sunil & Si Mohammed, Kamel & Guesmi, Khaled, 2023. "A way forward to end energy poverty in China: Role of carbon-cutting targets and net-zero commitments," Energy Policy, Elsevier, vol. 180(C).
    10. Abebe Hailemariam & Ratbek Dzhumashev & Muhammad Shahbaz, 2020. "Carbon emissions, income inequality and economic development," Empirical Economics, Springer, vol. 59(3), pages 1139-1159, September.
    11. Robert Becker Pickson & Elliot Boateng & Peng Gui & Ai Chen, 2024. "The impacts of climatic conditions on cereal production: implications for food security in Africa," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(7), pages 18333-18360, July.
    12. Karikallio, Hanna, 2015. "Cross-commodity Price Transmission and Integration of the EU Livestock Market of Pork and Beef: Panel Time-series Approach," 2015 Conference, August 9-14, 2015, Milan, Italy 211832, International Association of Agricultural Economists.
    13. Eberhardt, Markus & Teal, Francis, 2008. "Modeling technology and technological change in manufacturing: how do countries differ?," MPRA Paper 10690, University Library of Munich, Germany.
    14. Quan Tran & Thao Tran & Duc Hong Vo, 2022. "Environmental regulation stringency and foreign direct investment," Australian Economic Papers, Wiley Blackwell, vol. 61(3), pages 474-493, September.
    15. Yasmeen, Rizwana & Zhaohui, Cui & Hassan Shah, Wasi Ul & Kamal, Muhammad Abdul & Khan, Anwar, 2022. "Exploring the role of biomass energy consumption, ecological footprint through FDI and technological innovation in B&R economies: A simultaneous equation approach," Energy, Elsevier, vol. 244(PA).
    16. Iftikhar Yasin & Nawaz Ahmad & Muhammad Aslam Chaudhary, 2021. "The impact of financial development, political institutions, and urbanization on environmental degradation: evidence from 59 less-developed economies," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(5), pages 6698-6721, May.
    17. 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).
    18. Shobande, Olatunji A. & Asongu, Simplice A., 2022. "The Critical Role of Education and ICT in Promoting Environmental Sustainability in Eastern and Southern Africa: A Panel VAR Approach," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    19. Abbas, Shujaat & Saqib, Najia & Mohammed, Kamel Si & Sahore, Nidhi & Shahzad, Umer, 2024. "Pathways towards carbon neutrality in low carbon cities: The role of green patents, R&D and energy use for carbon emissions," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    20. Guo, Xiuping & Meng, Xianglei & Luan, Qingfeng & Wang, Yanhua, 2023. "Trade openness, globalization, and natural resources management: The moderating role of economic complexity in newly industrialized countries," Resources Policy, Elsevier, vol. 85(PA).

    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:spr:endesu:v:26:y:2024:i:7:d:10.1007_s10668-023-03393-9. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.