IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i19p12212-d925938.html
   My bibliography  Save this article

Investigating the Mediating Roles of Income Level and Technological Innovation in Africa’s Sustainability Pathways Amidst Energy Transition, Resource Abundance, and Financial Inclusion

Author

Listed:
  • Ridwan Lanre Ibrahim

    (Department of Economics, University of Lagos, Lagos 101017, Nigeria)

  • Usama Al-Mulali

    (Faculty of Business, Sohar University, Sohar 311, Oman)

  • Kazeem Bello Ajide

    (Department of Economics, University of Lagos, Lagos 101017, Nigeria)

  • Abubakar Mohammed

    (Department of Economics, University of East London, London E16 2RD, UK)

  • Fatimah Ololade Bolarinwa

    (Department of Economics, University of Lagos, Lagos 101017, Nigeria)

Abstract

The global environment faces the issue of sustainability arising from the persistent growth rates in general production levels. Hence, there is the need to resolve the growth environment conflicts in order to enhance the sustainability of the current and future generations. This study presents the first empirical analysis on the dynamic impacts of non-renewable and renewable energy, total resource rents, population growth, human capital, and financial inclusion on environmental quality in Sub-Saharan Africa (SSA) with the conditioning roles of technological progress and income level. The empirical evidence is based on a two-step system generalized method of moments (SYS-GMM) with forward orthogonal deviations for 42 countries in the SSA region from 2004 to 2018. The following results are established from the empirical analyses. First, renewable energy emerges as a promoter of environmental quality through its reducing impacts on carbon emissions per capita (co2pc). Second, other regressors turn out to impede environmental quality by contributing to the surge in co2pc. Third, the robustness checks analyses, which consider different variants of carbon emissions as outcome variables, revealing that the main results are robust and empirically supported to explain the variations in the level of pollutants in the region. Fourth, the impacts of technological progress from both direct (unconditional) and interactive (conditional) angles mitigate co2pc while income promotes it. On the policy front, promoting investment in renewable energy and structuring human capital development plans to promote green growth are seen as sacrosanct towards achieving a sustainable environment in the region.

Suggested Citation

  • Ridwan Lanre Ibrahim & Usama Al-Mulali & Kazeem Bello Ajide & Abubakar Mohammed & Fatimah Ololade Bolarinwa, 2022. "Investigating the Mediating Roles of Income Level and Technological Innovation in Africa’s Sustainability Pathways Amidst Energy Transition, Resource Abundance, and Financial Inclusion," Sustainability, MDPI, vol. 14(19), pages 1-27, September.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:19:p:12212-:d:925938
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/19/12212/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/19/12212/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ridwan Lanre Ibrahim & Omokanmi Olatunde Julius & Ifeoma Chinenye Nwokolo & Kazeem Bello Ajide, 2022. "The role of technology in the non-renewable energy consumption-quality of life nexus: insights from sub-Saharan African countries," Economic Change and Restructuring, Springer, vol. 55(1), pages 257-284, February.
    2. Ma, Qiang & Murshed, Muntasir & Khan, Zeeshan, 2021. "The nexuses between energy investments, technological innovations, emission taxes, and carbon emissions in China," Energy Policy, Elsevier, vol. 155(C).
    3. Yao, Yao & Ivanovski, Kris & Inekwe, John & Smyth, Russell, 2020. "Human capital and CO2 emissions in the long run," Energy Economics, Elsevier, vol. 91(C).
    4. Simplice Asongu & Agyenim Boateng, 2018. "Introduction to Special Issue: Mobile Technologies and Inclusive Development in Africa," Journal of African Business, Taylor & Francis Journals, vol. 19(3), pages 297-301, July.
    5. Álvarez-Herránz, Agustín & Balsalobre, Daniel & Cantos, José María & Shahbaz, Muhammad, 2017. "Energy Innovations-GHG Emissions Nexus: Fresh Empirical Evidence from OECD Countries," Energy Policy, Elsevier, vol. 101(C), pages 90-100.
    6. Charfeddine, Lanouar & Kahia, Montassar, 2019. "Impact of renewable energy consumption and financial development on CO2 emissions and economic growth in the MENA region: A panel vector autoregressive (PVAR) analysis," Renewable Energy, Elsevier, vol. 139(C), pages 198-213.
    7. Lu, Xun & White, Halbert, 2014. "Robustness checks and robustness tests in applied economics," Journal of Econometrics, Elsevier, vol. 178(P1), pages 194-206.
    8. Chindo Sulaiman & A. S. Abdul-Rahim, 2018. "Population Growth and CO2 Emission in Nigeria: A Recursive ARDL Approach," SAGE Open, , vol. 8(2), pages 21582440187, April.
    9. Buhari Doğan & Oana M. Driha & Daniel Balsalobre Lorente & Umer Shahzad, 2021. "The mitigating effects of economic complexity and renewable energy on carbon emissions in developed countries," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(1), pages 1-12, January.
    10. 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.
    11. Sinha, Avik & Sengupta, Tuhin, 2019. "Impact of natural resource rents on human development: What is the role of globalization in Asia Pacific countries?," Resources Policy, Elsevier, vol. 63(C), pages 1-1.
    12. Gregory Casey & Oded Galor, 2016. "Population Growth and Carbon Emissions," NBER Working Papers 22885, National Bureau of Economic Research, Inc.
    13. Asongu, Simplice A. & Le Roux, Sara, 2017. "Enhancing ICT for inclusive human development in Sub-Saharan Africa," Technological Forecasting and Social Change, Elsevier, vol. 118(C), pages 44-54.
    14. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    15. Sarkodie, Samuel Asumadu & Ozturk, Ilhan, 2020. "Investigating the Environmental Kuznets Curve hypothesis in Kenya: A multivariate analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 117(C).
    16. Haider Mahmood & Maham Furqan, 2021. "Oil rents and greenhouse gas emissions: spatial analysis of Gulf Cooperation Council countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(4), pages 6215-6233, April.
    17. Samson Edo & Henry Okodua & John Odebiyi, 2019. "Internet Adoption and Financial Development in Sub‐Saharan Africa: Evidence from Nigeria and Kenya," African Development Review, African Development Bank, vol. 31(1), pages 144-160, March.
    18. Ekundayo P. Mesagan & Wakeel A. Isola & Kazeem B. Ajide, 2019. "The capital investment channel of environmental improvement: evidence from BRICS," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 21(4), pages 1561-1582, August.
    19. Xie, Mingting & Irfan, Muhammad & Razzaq, Asif & Dagar, Vishal, 2022. "Forest and mineral volatility and economic performance: Evidence from frequency domain causality approach for global data," Resources Policy, Elsevier, vol. 76(C).
    20. Jiang, Xuemei & Guan, Dabo, 2016. "Determinants of global CO2 emissions growth," Applied Energy, Elsevier, vol. 184(C), pages 1132-1141.
    21. Ahmad, Mahmood & Jiang, Ping & Majeed, Abdul & Umar, Muhammad & Khan, Zeeshan & Muhammad, Sulaman, 2020. "The dynamic impact of natural resources, technological innovations and economic growth on ecological footprint: An advanced panel data estimation," Resources Policy, Elsevier, vol. 69(C).
    22. Khan, Irfan & Zakari, Abdulrasheed & Zhang, Jinjun & Dagar, Vishal & Singh, Sanjeet, 2022. "A study of trilemma energy balance, clean energy transitions, and economic expansion in the midst of environmental sustainability: New insights from three trilemma leadership," Energy, Elsevier, vol. 248(C).
    23. 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.
    24. Anderson, T. W. & Hsiao, Cheng, 1982. "Formulation and estimation of dynamic models using panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 47-82, January.
    25. 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.
    26. Shahbaz, Muhammad & Nasreen, Samia & Ahmed, Khalid & Hammoudeh, Shawkat, 2017. "Trade openness–carbon emissions nexus: The importance of turning points of trade openness for country panels," Energy Economics, Elsevier, vol. 61(C), pages 221-232.
    27. Mabiso, Athur & Benfica, Rui, 2019. "IFAD RESEARCH SERIES 61 The narrative on rural youth and economic opportunities in Africa: facts, myths and gaps," IFAD Research Series 302656, International Fund for Agricultural Development (IFAD).
    28. Ibrahim, Ridwan Lanre & Ajide, Kazeem Bello, 2021. "The dynamic heterogeneous impacts of nonrenewable energy, trade openness, total natural resource rents, financial development and regulatory quality on environmental quality: Evidence from BRICS econo," Resources Policy, Elsevier, vol. 74(C).
    29. Yin, Jianhua & Zheng, Mingzheng & Chen, Jian, 2015. "The effects of environmental regulation and technical progress on CO2 Kuznets curve: An evidence from China," Energy Policy, Elsevier, vol. 77(C), pages 97-108.
    30. R. Kangalawe & J. Lyimo, 2010. "Population dynamics, rural livelihoods and environmental degradation: some experiences from Tanzania," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 12(6), pages 985-997, December.
    31. Ibrahim, Ridwan Lanre & Ajide, Kazeem Bello & Omokanmi, Olatunde Julius, 2021. "Non-renewable energy consumption and quality of life: Evidence from Sub-Saharan African economies," Resources Policy, Elsevier, vol. 73(C).
    32. Danish I. Godil & Zhang Yu & Arshian Sharif & Rimsha Usman & Syed Abdul Rehman Khan, 2021. "Investigate the role of technology innovation and renewable energy in reducing transport sector CO2 emission in China: A path toward sustainable development," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(4), pages 694-707, July.
    33. Fang, Zheng & Chang, Youngho, 2016. "Energy, human capital and economic growth in Asia Pacific countries — Evidence from a panel cointegration and causality analysis," Energy Economics, Elsevier, vol. 56(C), pages 177-184.
    34. 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.
    35. Tang, Chang & Irfan, Muhammad & Razzaq, Asif & Dagar, Vishal, 2022. "Natural resources and financial development: Role of business regulations in testing the resource-curse hypothesis in ASEAN countries," Resources Policy, Elsevier, vol. 76(C).
    36. Demena, Binyam Afewerk & Afesorgbor, Sylvanus Kwaku, 2020. "The effect of FDI on environmental emissions: Evidence from a meta-analysis," Energy Policy, Elsevier, vol. 138(C).
    37. Liddle, Brantley, 2015. "What Are the Carbon Emissions Elasticities for Income and Population? Bridging STIRPAT and EKC via robust heterogeneous panel estimates," MPRA Paper 61304, University Library of Munich, Germany.
    38. Le, Thai-Ha & Le, Ha-Chi & Taghizadeh-Hesary, Farhad, 2020. "Does financial inclusion impact CO2 emissions? Evidence from Asia," Finance Research Letters, Elsevier, vol. 34(C).
    39. Shanshan Wang & Tianhao Zhao & Haitao Zheng & Jie Hu, 2017. "The STIRPAT Analysis on Carbon Emission in Chinese Cities: An Asymmetric Laplace Distribution Mixture Model," Sustainability, MDPI, vol. 9(12), pages 1-13, December.
    40. Mahalik, Mantu Kumar & Villanthenkodath, Muhammed Ashiq & Mallick, Hrushikesh & Gupta, Monika, 2021. "Assessing the effectiveness of total foreign aid and foreign energy aid inflows on environmental quality in India," Energy Policy, Elsevier, vol. 149(C).
    41. Mei Zhang & Kazeem Bello Ajide & Lanre Ibrahim Ridwan, 2022. "Heterogeneous dynamic impacts of nonrenewable energy, resource rents, technology, human capital, and population on environmental quality in Sub-Saharan African countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(10), pages 11817-11851, October.
    42. Brambor, Thomas & Clark, William Roberts & Golder, Matt, 2006. "Understanding Interaction Models: Improving Empirical Analyses," Political Analysis, Cambridge University Press, vol. 14(1), pages 63-82, January.
    43. Ahmad, Ashfaq & Zhao, Yuhuan & Shahbaz, Muhammad & Bano, Sadia & Zhang, Zhonghua & Wang, Song & Liu, Ya, 2016. "Carbon emissions, energy consumption and economic growth: An aggregate and disaggregate analysis of the Indian economy," Energy Policy, Elsevier, vol. 96(C), pages 131-143.
    44. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    45. Zafar, Muhammad Wasif & Zaidi, Syed Anees Haider & Khan, Naveed R. & Mirza, Faisal Mehmood & Hou, Fujun & Kirmani, Syed Ali Ashiq, 2019. "The impact of natural resources, human capital, and foreign direct investment on the ecological footprint: The case of the United States," Resources Policy, Elsevier, vol. 63(C), pages 1-1.
    46. Renzhi, Nuobu & Baek, Yong Jun, 2020. "Can financial inclusion be an effective mitigation measure? evidence from panel data analysis of the environmental Kuznets curve," Finance Research Letters, Elsevier, vol. 37(C).
    47. Syed Abdul Rehman Khan & Yu Zhang & Anil Kumar & Edmundas Zavadskas & Dalia Streimikiene, 2020. "Measuring the impact of renewable energy, public health expenditure, logistics, and environmental performance on sustainable economic growth," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(4), pages 833-843, July.
    48. Sharif Shofirun Sharif Ali & Muhamad Rizal Razman & Azahan Awang, 2020. "The Nexus of Population, GDP Growth, Electricity Generation, Electricity Consumption and Carbon Emissions Output in Malaysia," International Journal of Energy Economics and Policy, Econjournals, vol. 10(3), pages 84-89.
    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. Mei Zhang & Kazeem Bello Ajide & Lanre Ibrahim Ridwan, 2022. "Heterogeneous dynamic impacts of nonrenewable energy, resource rents, technology, human capital, and population on environmental quality in Sub-Saharan African countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(10), pages 11817-11851, October.
    2. Rafei, Meysam & Esmaeili, Parisa & Balsalobre-Lorente, Daniel, 2022. "A step towards environmental mitigation: How do economic complexity and natural resources matter? Focusing on different institutional quality level countries," Resources Policy, Elsevier, vol. 78(C).
    3. Njangang, Henri & Beleck, Alim & Tadadjeu, Sosson & Kamguia, Brice, 2022. "Do ICTs drive wealth inequality? Evidence from a dynamic panel analysis," Telecommunications Policy, Elsevier, vol. 46(2).
    4. Bilgili, Faik & Soykan, Erkan & Dumrul, Cüneyt & Awan, Ashar & Önderol, Seyit & Khan, Kamran, 2023. "Disaggregating the impact of natural resource rents on environmental sustainability in the MENA region: A quantile regression analysis," Resources Policy, Elsevier, vol. 85(PA).
    5. Gründler, Klaus & Scheuermeyer, Philipp, 2015. "Income inequality, economic growth, and the effect of redistribution," W.E.P. - Würzburg Economic Papers 95, University of Würzburg, Department of Economics.
    6. Razzaq, Asif & An, Hui & Delpachitra, Sarath, 2021. "Does technology gap increase FDI spillovers on productivity growth? Evidence from Chinese outward FDI in Belt and Road host countries," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    7. John A. Jinapor & Shafic Suleman & Richard Stephens Cromwell, 2023. "Energy Consumption and Environmental Quality in Africa: Does Energy Efficiency Make Any Difference?," Sustainability, MDPI, vol. 15(3), pages 1-26, January.
    8. Yang Zhou & Jintao Fu & Ying Kong & Rui Wu, 2018. "How Foreign Direct Investment Influences Carbon Emissions, Based on the Empirical Analysis of Chinese Urban Data," Sustainability, MDPI, vol. 10(7), pages 1-19, June.
    9. Ibrahim, Ridwan Lanre & Ajide, Kazeem Bello, 2021. "The dynamic heterogeneous impacts of nonrenewable energy, trade openness, total natural resource rents, financial development and regulatory quality on environmental quality: Evidence from BRICS econo," Resources Policy, Elsevier, vol. 74(C).
    10. Simplice A. Asongu & Jacinta C. Nwachukwu, 2018. "Increasing Foreign Aid for Inclusive Human Development in Africa," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 138(2), pages 443-466, July.
    11. DELL'ANNO, Roberto & VILLA, Stefania, 2012. "Growth in Transition Countries: Big Bang versus Gradualism," CELPE Discussion Papers 122, CELPE - CEnter for Labor and Political Economics, University of Salerno, Italy.
    12. Henri Njangang & Alim Beleck & Sosson Tadadjeu & Brice Kamguia, 2021. "Do ICTs drive wealth inequality? Evidence from a dynamic panel analysis," Working Papers of the African Governance and Development Institute. 21/057, African Governance and Development Institute..
    13. Sèna Kimm Gnangnon, 2020. "Comparative Advantage Following (CAF) development strategy, Aid for Trade flows and structural change in production," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 9(1), pages 1-29, December.
    14. Simplice A. Asongu & Joseph Amankwah‐Amoah & Rexon T. Nting & Godfred Adjapong Afrifa, 2021. "Information Technology and Gender Economic Inclusion in Sub-Saharan Africa," Journal of Global Information Technology Management, Taylor & Francis Journals, vol. 24(2), pages 120-133, April.
    15. Ibrahim, Mansor H. & Salim, Kinan & Abojeib, Moutaz & Yeap, Lau Wee, 2019. "Structural changes, competition and bank stability in Malaysia’s dual banking system," Economic Systems, Elsevier, vol. 43(1), pages 111-129.
    16. Mansor H. Ibrahim, 2018. "Trade–finance complementarity and carbon emission intensity: panel evidence from middle-income countries," Environment Systems and Decisions, Springer, vol. 38(4), pages 489-500, December.
    17. Anna Long & Matthew S. Wood & Daniel L. Bennett, 2023. "Entrepreneurial organizing activities and nascent venture performance," Small Business Economics, Springer, vol. 60(2), pages 433-461, February.
    18. Frondel, Manuel & Kaestner, Kathrin & Sommer, Stephan & Vance, Colin, 2022. "Photovoltaics and the solar rebound: Evidence for Germany," Ruhr Economic Papers 954, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    19. Singhania, Monica & Saini, Neha, 2021. "Demystifying pollution haven hypothesis: Role of FDI," Journal of Business Research, Elsevier, vol. 123(C), pages 516-528.
    20. Beqiraj, Elton & Fedeli, Silvia & Giuriato, Luisa, 2020. "Policy tolerance of economic crime? An empirical analysis of the effect of counterfeiting on Italian trade," European Journal of Political Economy, Elsevier, vol. 65(C).

    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:gam:jsusta:v:14:y:2022:i:19:p:12212-:d:925938. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.