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Analysis of the Responsiveness of Environmental Sustainability to Non-Performing Loans in Africa

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  • Ntarmah, Albert Henry
  • Kong, Yusheng
  • Cobbinah, Eric
  • Gyan, Micheal Kobina
  • Manu, Emmanuel Kwaku

Abstract

This study draws on Sustainable Development Goal 12 to analyze the responsiveness of environmental sustainability to non-performing loans (NPLs) in Africa over the period 2000–2016. We explore (1) how environmental sustainability reacts to shocks from NPLs and (2) heterogeneous responses of environmental sustainability to NPLs. We employed Generalized Method of Moment (GMM) style panel Vector Autoregressive and panel quantile regression models to investigate the phenomenon. Our results revealed that conditioning on other sustainability determinants, environmental sustainability responds negatively to NPLs. The impulse response function revealed that the impact of one standard deviation shock in rising NPLs on environmental sustainability is negative from year 1 to year 6 and equal to zero from years 7 to 10. Besides, the quantile regression revealed heterogeneous responses indicating that compared with countries distributed along a high environmentally sustainable path, countries on a low environmentally sustainable path suffer more environmental issues resulting from rising NPLs.

Suggested Citation

  • Ntarmah, Albert Henry & Kong, Yusheng & Cobbinah, Eric & Gyan, Micheal Kobina & Manu, Emmanuel Kwaku, 2020. "Analysis of the Responsiveness of Environmental Sustainability to Non-Performing Loans in Africa," Asian Journal of Applied Economics, Kasetsart University, Center for Applied Economics Research, vol. 27(2).
    • Handle: RePEc:ags:thkase:334399
    DOI: 10.22004/ag.econ.334399
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    as
    1. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    2. Hassan Hamadi & Charbel Bassil, 2015. "Financial Development and Economic Growth in the MENA Region," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 57(4), pages 598-622, December.
    3. Love, Inessa & Zicchino, Lea, 2006. "Financial development and dynamic investment behavior: Evidence from panel VAR," The Quarterly Review of Economics and Finance, Elsevier, vol. 46(2), pages 190-210, May.
    4. 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.
    5. Geert Dhaene & Koen Jochmans, 2015. "Split-panel Jackknife Estimation of Fixed-effect Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(3), pages 991-1030.
    6. 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.
    7. Helmut Lütkepohl, 2005. "New Introduction to Multiple Time Series Analysis," Springer Books, Springer, number 978-3-540-27752-1, January.
    8. Michael R. M. Abrigo & Inessa Love, 2016. "Estimation of panel vector autoregression in Stata," Stata Journal, StataCorp LLC, vol. 16(3), pages 778-804, September.
    9. Mr. Alexei P Kireyev, 2000. "Comparative Macroeconomic Dynamics in the Arab World: A Panel Var Approach," IMF Working Papers 2000/054, International Monetary Fund.
    10. Lamia Jamel & Samir Maktouf, 2017. "The nexus between economic growth, financial development, trade openness, and CO2 emissions in European countries," Cogent Economics & Finance, Taylor & Francis Journals, vol. 5(1), pages 1341456-134, January.
    11. Nizam, Esma & Ng, Adam & Dewandaru, Ginanjar & Nagayev, Ruslan & Nkoba, Malik Abdulrahman, 2019. "The impact of social and environmental sustainability on financial performance: A global analysis of the banking sector," Journal of Multinational Financial Management, Elsevier, vol. 49(C), pages 35-53.
    12. Canova, Fabio & Ciccarelli, Matteo, 2013. "Panel vector autoregressive models: a survey," Working Paper Series 1507, European Central Bank.
    13. Andrews, Donald W. K. & Lu, Biao, 2001. "Consistent model and moment selection procedures for GMM estimation with application to dynamic panel data models," Journal of Econometrics, Elsevier, vol. 101(1), pages 123-164, March.
    14. Michael R.M. Abrigo & Inessa Love, 2016. "Estimation of Panel Vector Autoregression in Stata: a Package of Programs," Working Papers 201602, University of Hawaii at Manoa, Department of Economics.
    15. 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.
    16. Moon, H.R.Hyungsik Roger & Perron, Benoit, 2004. "Testing for a unit root in panels with dynamic factors," Journal of Econometrics, Elsevier, vol. 122(1), pages 81-126, September.
    17. 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.
    18. Shushu Li & Jinglan Zhang & Yong Ma, 2015. "Financial Development, Environmental Quality and Economic Growth," Sustainability, MDPI, vol. 7(7), pages 1-22, July.
    19. Patrick Richard, 2010. "Financial market instability and CO2 emissions," Cahiers de recherche 10-20, Departement d'économique de l'École de gestion à l'Université de Sherbrooke.
    20. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    21. Geert Dhaene & Koen Jochmans, 2015. "Split-panel Jackknife Estimation of Fixed-effect Models," Review of Economic Studies, Oxford University Press, vol. 82(3), pages 991-1030.
    22. Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
    23. Shahbaz, Muhammad, 2013. "Does financial instability increase environmental degradation? Fresh evidence from Pakistan," Economic Modelling, Elsevier, vol. 33(C), pages 537-544.
    24. Akinola Ezekiel Morakinyo & Mabutho Sibanda, 2016. "Non-Performing Loans and Economic Growth in Nigeria: A Dynamic Analysis," SPOUDAI Journal of Economics and Business, SPOUDAI Journal of Economics and Business, University of Piraeus, vol. 66(4), pages 61-81, October-D.
    25. Ghosh, Saibal, 2016. "Political transition and bank performance: How important was the Arab Spring?," Journal of Comparative Economics, Elsevier, vol. 44(2), pages 372-382.
    26. Damiaan Persyn & Joakim Westerlund, 2008. "Error-correction–based cointegration tests for panel data," Stata Journal, StataCorp LLC, vol. 8(2), pages 232-241, June.
    27. Tamazian, Artur & Bhaskara Rao, B., 2010. "Do economic, financial and institutional developments matter for environmental degradation? Evidence from transitional economies," Energy Economics, Elsevier, vol. 32(1), pages 137-145, January.
    28. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    29. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    30. Salim, Ruhul A. & Rafiq, Shuddhasattwa, 2012. "Why do some emerging economies proactively accelerate the adoption of renewable energy?," Energy Economics, Elsevier, vol. 34(4), pages 1051-1057.
    31. Hadi Esmaeilpour Moghadam & Vahid Dehbashi, 2018. "The impact of financial development and trade on environmental quality in Iran," Empirical Economics, Springer, vol. 54(4), pages 1777-1799, June.
    32. 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.
    33. Gertler, Mark & Kiyotaki, Nobuhiro, 2010. "Financial Intermediation and Credit Policy in Business Cycle Analysis," Handbook of Monetary Economics, in: Benjamin M. Friedman & Michael Woodford (ed.), Handbook of Monetary Economics, edition 1, volume 3, chapter 11, pages 547-599, Elsevier.
    34. Kim, Jeayoon & Park, Kwangwoo, 2016. "Financial development and deployment of renewable energy technologies," Energy Economics, Elsevier, vol. 59(C), pages 238-250.
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    3. Chuimin Kong & Jijian Zhang & Albert Henry Ntarmah & Yusheng Kong & Hong Zhao, 2022. "Carbon Neutrality in the Middle East and North Africa: The Roles of Renewable Energy, Economic Growth, and Government Effectiveness," IJERPH, MDPI, vol. 19(17), pages 1-24, August.
    4. Hunjra, Ahmed Imran & Hassan, M. Kabir & Zaied, Younes Ben & Managi, Shunsuke, 2023. "Nexus between green finance, environmental degradation, and sustainable development: Evidence from developing countries," Resources Policy, Elsevier, vol. 81(C).

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