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Modeling the natural resources and financial inclusion on ecological footprint: The role of economic governance institutions. Evidence from ECOWAS economies

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  • Ali, Kishwar
  • Jianguo, Du
  • Kirikkaleli, Dervis

Abstract

This study investigates the heterogeneous effects in the context of the Economic Community of West African States (ECOWAS) and applied augmented mean group (AMG) and common correlated mean group (CCEMG) estimation and pooled mean group (PMG) for causality analysis from 1990 to 2016. The findings show that natural resources, financial inclusion, economic growth, and urbanization increase the entire panel's ecological pressure. Conversely, economic governance institutions, renewable energy consumption, and human capital reduce the ecological footprint on the ECOWAS economies. In addition, when interaction term is introduced, economic governance between natural resources abundance and financial inclusion on ecological footprint are favorable to the environmental sustainability by reducing the ecological footprint. The findings for country analysis reveal that natural resources decrease the quality of the environment in Camaron, Gambia, Nigeria and Senegal; for other countries, the impact is also positive but found insignificant. Hence, financial inclusion expedites the ecological footprint in Ghana, and Senegal. The study does not find a harmful effect on other countries. We further observe that economic governance is environmentally friendly and reduces ecological pressure in Cameroon, Gambia, Ghana, Nigeria, and Senegal. The study does not find such a relationship in other economies. Upon this paper's findings, several policy implications, limitations, and possible future research directions have been discussed.

Suggested Citation

  • Ali, Kishwar & Jianguo, Du & Kirikkaleli, Dervis, 2022. "Modeling the natural resources and financial inclusion on ecological footprint: The role of economic governance institutions. Evidence from ECOWAS economies," Resources Policy, Elsevier, vol. 79(C).
    • Handle: RePEc:eee:jrpoli:v:79:y:2022:i:c:s030142072200558x
    DOI: 10.1016/j.resourpol.2022.103115
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    as
    1. Dong, Jiajia & Dou, Yue & Jiang, Qingzhe & Zhao, Jun, 2022. "Can financial inclusion facilitate carbon neutrality in China? The role of energy efficiency," Energy, Elsevier, vol. 251(C).
    2. 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.
    3. Khan, Zeeshan & Ali, Shahid & Dong, Kangyin & Li, Rita Yi Man, 2021. "How does fiscal decentralization affect CO2 emissions? The roles of institutions and human capital," Energy Economics, Elsevier, vol. 94(C).
    4. 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.
    5. Nwani, Chinazaekpere & Adams, Samuel, 2021. "Environmental cost of natural resource rents based on production and consumption inventories of carbon emissions: Assessing the role of institutional quality," Resources Policy, Elsevier, vol. 74(C).
    6. Markus Eberhardt & Francis Teal, 2010. "Aggregation versus Heterogeneity in Cross-Country Growth Empirics," CSAE Working Paper Series 2010-32, Centre for the Study of African Economies, University of Oxford.
    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. 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.
    9. Abbasi, Kashif Raza & Hussain, Khadim & Redulescu, Magdalena & Ozturk, Ilhan, 2021. "Does natural resources depletion and economic growth achieve the carbon neutrality target of the UK? A way forward towards sustainable development," Resources Policy, Elsevier, vol. 74(C).
    10. Ahmadov, Anar Kamil & van der Borg, Charlotte, 2019. "Do natural resources impede renewable energy production in the EU? A mixed-methods analysis," Energy Policy, Elsevier, vol. 126(C), pages 361-369.
    11. Fareed, Zeeshan & Rehman, Mubeen Abdur & Adebayo, Tomiwa Sunday & Wang, Yihan & Ahmad, Munir & Shahzad, Farrukh, 2022. "Financial inclusion and the environmental deterioration in Eurozone: The moderating role of innovation activity," Technology in Society, Elsevier, vol. 69(C).
    12. 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.
    13. 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.
    14. Umut Uzar, 2021. "The relationship between institutional quality and ecological footprint: Is there a connection?," Natural Resources Forum, Blackwell Publishing, vol. 45(4), pages 380-396, November.
    15. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    16. Khan, Samiha & Murshed, Muntasir & Ozturk, Ilhan & Khudoykulov, Khurshid, 2022. "The roles of energy efficiency improvement, renewable electricity production, and financial inclusion in stimulating environmental sustainability in the Next Eleven countries," Renewable Energy, Elsevier, vol. 193(C), pages 1164-1176.
    17. Rundong Luo & Sami Ullah & Kishwar Ali, 2021. "Pathway towards Sustainability in Selected Asian Countries: Influence of Green Investment, Technology Innovations, and Economic Growth on CO2 Emission," Sustainability, MDPI, vol. 13(22), pages 1-19, November.
    18. 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).
    19. Zallé, Oumarou, 2019. "Natural resources and economic growth in Africa: The role of institutional quality and human capital," Resources Policy, Elsevier, vol. 62(C), pages 616-624.
    20. Shahbaz, Muhammad & Li, Jiaman & Dong, Xiucheng & Dong, Kangyin, 2022. "How financial inclusion affects the collaborative reduction of pollutant and carbon emissions: The case of China," Energy Economics, Elsevier, vol. 107(C).
    21. 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.
    22. 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).
    23. Majeed, Abdul & Wang, Lijun & Zhang, Xiaohui & Muniba, & Kirikkaleli, Dervis, 2021. "Modeling the dynamic links among natural resources, economic globalization, disaggregated energy consumption, and environmental quality: Fresh evidence from GCC economies," Resources Policy, Elsevier, vol. 73(C).
    24. 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).
    25. Iftikhar Yasin & Nawaz Ahmad & M. Aslam Chaudhary, 2020. "Catechizing the Environmental-Impression of Urbanization, Financial Development, and Political Institutions: A Circumstance of Ecological Footprints in 110 Developed and Less-Developed Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 147(2), pages 621-649, January.
    26. Khan, Zeeshan & Hussain, Muzzammil & Shahbaz, Muhammad & Yang, Siqun & Jiao, Zhilun, 2020. "Natural resource abundance, technological innovation, and human capital nexus with financial development: A case study of China," Resources Policy, Elsevier, vol. 65(C).
    27. 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).
    28. Pata, Ugur Korkut & Aydin, Mucahit & Haouas, Ilham, 2021. "Are natural resources abundance and human development a solution for environmental pressure? Evidence from top ten countries with the largest ecological footprint," Resources Policy, Elsevier, vol. 70(C).
    29. Jiang, Qingquan & Rahman, Zia Ur & Zhang, Xiaosan & Guo, Zhiqin & Xie, Qiaosheng, 2022. "An assessment of the impact of natural resources, energy, institutional quality, and financial development on CO2 emissions: Evidence from the B&R nations," Resources Policy, Elsevier, vol. 76(C).
    30. Huang, Ruixian & Kale, Seenaiah & Paramati, Sudharshan Reddy & Taghizadeh-Hesary, Farhad, 2021. "The nexus between financial inclusion and economic development: Comparison of old and new EU member countries," Economic Analysis and Policy, Elsevier, vol. 69(C), pages 1-15.
    31. 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.
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