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Investigating the link between economic growth, financial development, urbanization, natural resources, human capital, trade openness and ecological footprint: evidence from Nigeria

Author

Listed:
  • James Temitope Dada

    (Obafemi Awolowo University)

  • Adams Adeiza

    (Universiti Malaysia Kelantan)

  • Noor Azizi Ismail

    (Universiti Malaysia Kelantan)

  • Arnaut Marina

    (University of Dubai)

Abstract

Driven by the increasing level of environmental degradation in developing countries, especially Nigeria, and the conflicting empirical results, this study investigates the impact of economic growth, natural resources, urbanization, human capital, financial development, foreign direct investment, and trade openness on the ecological footprint (EFP) in Nigeria between 1970 and 2017. The study accounts for structural breaks in the data using the Zivot–Andrews unit root method along with other conventional unit root tests. Autoregressive Distributive Lag (ARDL) and Granger causality estimation techniques are used to determine the short- and long-run effect as well as the causal direction between the variables. The outcomes of the study suggest that economic growth, foreign direct investment, and trade openness contribute positively to EFP, hence worsening environmental quality. However, urbanization, financial development, natural resources, and human capital abate the EFP in Nigeria. The findings from the granger causality test reveal a unidirectional causality from economic growth, foreign direct investment, and trade openness to EFP; while bidirectional causality exists between natural resources and EFP; and urbanization and EFP. The results are robust to different estimation techniques. Lastly, measures to ensure environmental sustainability in the context of Nigeria are suggested.

Suggested Citation

  • James Temitope Dada & Adams Adeiza & Noor Azizi Ismail & Arnaut Marina, 2022. "Investigating the link between economic growth, financial development, urbanization, natural resources, human capital, trade openness and ecological footprint: evidence from Nigeria," Journal of Bioeconomics, Springer, vol. 24(2), pages 153-179, July.
  • Handle: RePEc:kap:jbioec:v:24:y:2022:i:2:d:10.1007_s10818-021-09323-x
    DOI: 10.1007/s10818-021-09323-x
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    as
    1. Yang, Shang-Ho & Hu, Wuyang & Mupandawana, Malvern & Liu, Yun, 2012. "Consumer Willingness to Pay for Fair Trade Coffee: A Chinese Case Study," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 44(1), pages 1-14, February.
    2. Taiwo Akinlo & James Temitope Dada, 2021. "The moderating effect of foreign direct investment on environmental degradation-poverty reduction nexus: evidence from sub-Saharan African countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(11), pages 15764-15784, November.
    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. Paul Terhemba Iorember & Gideon G. Goshit & Dalis T. Dabwor, 2020. "Testing the nexus between renewable energy consumption and environmental quality in Nigeria: The role of broad‐based financial development," African Development Review, African Development Bank, vol. 32(2), pages 163-175, June.
    5. Charfeddine, Lanouar, 2017. "The impact of energy consumption and economic development on Ecological Footprint and CO2 emissions: Evidence from a Markov Switching Equilibrium Correction Model," Energy Economics, Elsevier, vol. 65(C), pages 355-374.
    6. B Ouattara, 2004. "Modelling the Long Run Determinants of Private Investment in Senegal," Economics Discussion Paper Series 0413, Economics, The University of Manchester.
    7. Setareh KATIRCIOGLU, 2017. "Investigating the Role of Oil Prices in the Conventional EKC Model: Evidence from Turkey," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 7(5), pages 498-508.
    8. 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).
    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. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    11. Baek, Jungho & Cho, Yongsung & Koo, Won W., 2009. "The environmental consequences of globalization: A country-specific time-series analysis," Ecological Economics, Elsevier, vol. 68(8-9), pages 2255-2264, June.
    12. Shahbaz, Muhammad & Haouas, Ilham & Hoang, Thi Hong Van, 2019. "Economic growth and environmental degradation in Vietnam: Is the environmental Kuznets curve a complete picture?," Emerging Markets Review, Elsevier, vol. 38(C), pages 197-218.
    13. James Temitope Dada & Ezekiel Olamide Abanikanda, 2019. "How important is oil revenue in Nigerian growth process? Evidence from a threshold regression," International Journal of Sustainable Economy, Inderscience Enterprises Ltd, vol. 11(4), pages 364-377.
    14. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    15. Tutulmaz, Onur, 2015. "Environmental Kuznets Curve time series application for Turkey: Why controversial results exist for similar models?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 50(C), pages 73-81.
    16. Balsalobre-Lorente, Daniel & Shahbaz, Muhammad & Roubaud, David & Farhani, Sahbi, 2018. "How economic growth, renewable electricity and natural resources contribute to CO2 emissions?," Energy Policy, Elsevier, vol. 113(C), pages 356-367.
    17. James Temitope Dada & Taiwo Akinlo, 2021. "Foreign direct investment and poverty reduction in sub-Saharan Africa: does environmental degradation matter?," Future Business Journal, Springer, vol. 7(1), pages 1-10, December.
    18. 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).
    19. Du, Limin & Wei, Chu & Cai, Shenghua, 2012. "Economic development and carbon dioxide emissions in China: Provincial panel data analysis," China Economic Review, Elsevier, vol. 23(2), pages 371-384.
    20. Gorus, Muhammed Sehid & Aydin, Mucahit, 2019. "The relationship between energy consumption, economic growth, and CO2 emission in MENA countries: Causality analysis in the frequency domain," Energy, Elsevier, vol. 168(C), pages 815-822.
    21. Le, Thai-Ha & Chang, Youngho & Park, Donghyun, 2016. "Trade openness and environmental quality: International evidence," Energy Policy, Elsevier, vol. 92(C), pages 45-55.
    22. Solomon P. Nathaniel & Festus V. Bekun, 2020. "Electricity Consumption, Urbanization and Economic Growth in Nigeria: New Insights from Combined Cointegration amidst Structural Breaks," Research Africa Network Working Papers 20/013, Research Africa Network (RAN).
    23. Temitope DADA, James & FANOWOPO, Oyinkansola, 2020. "Economic Growth And Poverty Reduction In Nigeria: The Role Of Institutions," Ilorin Journal of Economic Policy, Department of Economics, University of Ilorin, vol. 7(7), pages 1-15, June.
    24. Foo Shi He & Gerald Goh Guan Gan & Usama Al-mulali & Sakiru Adebola Solarin, 2019. "The Influences of Economic Indicators on Environmental Pollution in Malaysia," International Journal of Energy Economics and Policy, Econjournals, vol. 9(2), pages 123-131.
    25. Kuo-Liang Chang & Keith Underwood & George Langelett & Pei Xu, 2012. "Consumer's Willingness to Pay for Locally Produced Ground Beef: A Case Study," Issue Briefs 2011538, South Dakota State University, Department of Economics.
    26. Lau, Lin-Sea & Choong, Chee-Keong & Eng, Yoke-Kee, 2014. "Investigation of the environmental Kuznets curve for carbon emissions in Malaysia: Do foreign direct investment and trade matter?," Energy Policy, Elsevier, vol. 68(C), pages 490-497.
    27. Kivyiro, Pendo & Arminen, Heli, 2014. "Carbon dioxide emissions, energy consumption, economic growth, and foreign direct investment: Causality analysis for Sub-Saharan Africa," Energy, Elsevier, vol. 74(C), pages 595-606.
    28. Olufemi A. Aluko & Muazu Ibrahim, 2020. "Institutions and the financial development–economic growth nexus in sub‐Saharan Africa," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 49(3), September.
    29. Setareh KATIRCIOGLU, 2017. "Investigating the Role of Oil Prices in the Conventional EKC Model: Evidence from Turkey," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 7(5), pages 498-508, May.
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