Skip to main content

Advertisement

Log in

Modelling Financial Development in the Private Sector, FDI, and Sustainable Economic Growth in sub-Saharan Africa: ARDL Bound Test-FMOLS, DOLS Robust Analysis

  • Published:
Journal of the Knowledge Economy Aims and scope Submit manuscript

Abstract

This study explores the nexus of financial development in the private sector and sustainable economic development in Sub-Saharan Africa. We adopted Johansen cointegration and ARDL bound tests, Ng-Perron, Kwiatkowski-Phillips-Schmidt-Shin, and Canova and Hansen unit root tests together with the FMOLS, DOLS, and CCR statistical model analysis. The regional dataset contained annual time series data 1978–2019 obtained from the World Bank Open Data (www.data.worldbank.org). The dataset contained annual time series data 1978–2019. The results from FMOLS, DOLS, and CCR indicated a long-run relationship between financial development in the private sector and economic growth in the region. In short, the private sector spurs sustainable economic growth. We observed a similar long-run covariance between sustainable economic development and foreign direct investment (FDI) and found a significant level of causality between economic growth and financial development in the private sector, FDI, and export. All long-run statistical investigations revealed that the variables under study induced sustainable economic growth and development in sub-Saharan Africa in the short and in the long run. This study recommends that the relevant authorities should capitalise on private sector expansion and increase in exports if real sustainable development and growth is to be realised.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

Notes

  1. The data of the variables under study i.e. gross domestic product (GDP), foreign direct investment (FDI), financial development to the private sector (FDPS), exports (EXP), exchange rates (EXC), and inflation (INF) were obtained from the World Bank Open Data, Retrieved August 5, 2020, https://data.worldbank.org/

References

  • Acs, Z. (2006). How is entrepreneurship good for economic growth? Innovations: Technology Governance. Globalization, 1(1), 97–107.

    Google Scholar 

  • Ali, H. S., Nathaniel, S. P., Uzuner, G., Bekun, F. V., & Sarkodie, S. A. (2020). Trivariate modelling of the nexus between electricity consumption,urbanization and economic growth in Nigeria: Fresh insights from Maki Cointegration and causality tests. Heliyon, 6, e034002.

    Article  Google Scholar 

  • Allard, G., & Williams, C. (2020). National-level innovation in Africa. Research Policy, 49, 1040742.

    Article  Google Scholar 

  • Alsamara, M., Mrabet, Z., Jarallahm, S., & Barkat, K. (2019). The switching impact of financial stability and economic growth in Qatar: Evidence from an oil-rich country. The Quarterly Review of Economics and Finance, 73, 205–216.

    Article  Google Scholar 

  • Batuo, M. N., Mlambo, K., & Asongu, S. (2018). Linkages between financial development, financial instability, financial liberalisation and economic growth in Africa. Research in International Business and Finance, 45, 168–179. https://doi.org/10.1016/j.ribaf.2017.07.148

    Article  Google Scholar 

  • Bratton, M., & van de Walle, N. (1992). Popular protest and political reform in Africa. Comparative Politics, 24(4), 419–442.

    Article  Google Scholar 

  • Buchanan, B. G., Le, Q. V., & Rishi, M. (2012). Foreign direct investment and institutional quality: Some empirical evidence. International Review of Financial Analysis, 21, 81–89.

    Article  Google Scholar 

  • Canova, F., & Hansen, B. E. (1995). Are seasonal patterns constant over time? A test for seasonal stability. Journal of Business & Economic Statistics, 13(3), 237–252.

    Google Scholar 

  • Cervelló-Royoa, R., Moya-Clementea, I., Perelló-Marínb, M. R., & Ribes-Ginerb, G. (2020). Sustainable development, economic and financial factors, that influence the opportunity-driven entrepreneurship. An fsQCA approach. Journal of Business Research, 115, 393–402.

    Article  Google Scholar 

  • Chan, M. W. L., Hou, K., Li, X., & Mountain, D. C. (2014). Foreign direct investment and its determinants: A regional panel causality analysis. The Quarterly Review of Economics and Finance, 54, 579–589.

    Article  Google Scholar 

  • Chontanawat, J. (2020). Relationship between energy consumption, CO2 emission and economic growth in ASEAN: Cointegration and causality model. Energy Reports, 6, 660–665.

    Article  Google Scholar 

  • Díaz-Emparanza, I., & Moral, M. P. (2013). Seasonal stability tests in gretl. An application to international tourism data. Working paper: Biltoki D.T. 2013.03. URL: https://addi.ehu.es/handle/10810/10577. Gretl code: http://www.ehu.eus/ignacio.diaz-emparanza/packages/Canova_Hansen.gfn. Accessed 10/07/2022.

  • Economou, F. (2019). Economic freedom and asymmetric crisis effects on FDI inflows: The case of four South European economies. Research in International Business and Finance, 49, 114–126.

    Article  Google Scholar 

  • Edo, S., Osadolor, N. E., & Dading, I. F. (2019). Growing external debt and declining export: The concurrent impediments in economic growth of Sub-Saharan African countries. International Economics, 161, 173–187.

    Article  Google Scholar 

  • Ee, C. Y. (2016). Export-led growth hypothesis: Empirical evidence from selected sub-Saharan African countries. Procedia Economics and Finance, 35, 232–240.

    Article  Google Scholar 

  • Fofack, H. L. (2005). Nonperforming loans in sub-Saharan Africa: Causal analysis and macroeconomic implications (English). In Policy, Research Working Paper, No. WPS 3769. World Bank.

    Google Scholar 

  • Gil-Alana, L. A., Mudida, R., & Zerbo, E. (2021). GDP per capita in sub-Saharan Africa: A time series approach using long memory. International Review of Economics and Finance, 72, 175–190.

    Article  Google Scholar 

  • Gorodnichenkoa, Y., & Shapiro, M. D. (2007). Monetary policy when potential output is uncertain: Understanding the growth gamble of the 1990s. Journal of Monetary Economics, 54, 1132–1162.

    Article  Google Scholar 

  • Gungor, H., & Katircioglu, S. T. (2010). Financial development, FDI and real income growth in Turkey: An empirical investigation from the bounds tests and causality analysis. Actual Problem Economics, 11(114), 215–225.

    Google Scholar 

  • Güngör, H., & Ringim, S. H. (2017). Linkage between foreign direct investment, domestic investment and economic growth: Evidence from Nigeria. International Journal of Economics and Financial Issues, 7(3), 97–104.

    Google Scholar 

  • Güngör, H., Katircioglu, S., & Mercan, M. (2014). Revisiting the nexus between financial development, FDI, and growth: New evidence from second generation econometric procedures in the Turkish context. Acta Oeconomica, 64(1), 73–89.

    Article  Google Scholar 

  • Hassouneh, I. (2019). The causal relationship between exports, imports and economic growth in Palestine. Journal of Reviews on Global Economics, 8, 258–268.

    Article  Google Scholar 

  • Havi, E. D. K., & Enu, P. (2014). Foreign direct investment, financial sector development & economic growth: Empirical evidence on links from Ghana. International Journal of Economics, Commerce and Management, II(7), 1–20.

    Google Scholar 

  • Heckscher, E., & Ohlin, B. (1933). International and Inter-Regional Trade. Cambridge: Harvard University Press.

  • Hjalmarsson, E., & Österholm, P. (2007). Testing for cointegration using the Johansen methodology when variables are near-integrated. IMF Working Paper No. 07/141. FRB International Finance Discussion Paper No. 915. Access 06/17/2023, https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1007890 

  • Iamsiraroj, S., & Ulubasoglu, M. A. (2015). Foreign direct investment and economic growth: A real relationship or wishful thinking? Economic Modelling, 51, 200–213.

    Article  Google Scholar 

  • Jensen, M., & Zajac, E. J. (2004). Corporate elites and corporate strategy: How demographic preferences and structural position shape the scope of the firm. Strategic Management Journal, 25(6), 507e524.

    Article  Google Scholar 

  • Johansen, S. (1988). Statistical analysis of cointegration vectors. Journal of Economic Dynamics and Control, 12(2), 231–254.

    Article  Google Scholar 

  • Johansen, S. (1995). Likelihood-Based Inference in Cointegrated Vector Autoregressive Models. Oxford University Press.

    Book  Google Scholar 

  • Johansen, S., & Juselius, K. (1990). Maximum likelihood estimation and inference on cointegration — With applications to the demand for money. Oxford Bulletin of Economics and Statistics, 52(2), 169–210.

    Article  Google Scholar 

  • Joshua, U. (2019). An ARDL approach to the government expenditure and economic growth nexus in Nigeria. Academic Journal of Economic Studies, 5(3), 152–160.

    Google Scholar 

  • Joshua, U., & Alola, A. A. (2020c). Accounting for environmental sustainability from coal-led growth in South Africa: The role of employment and FDI. Environmental Science and Pollution Research, 1–11.

  • Joshua, U., Bekun, F. V., & Sarkodie, S. A. (2020a). New insight into the causal linkage between economic expansion, FDI, coal consumption, pollutant emissions and urbanization in South Africa. Environmental Science and Pollution Research, 1–12.

  • Joshua, U., Salami, O., & Alola, A. (2020b). Toward the path of economic expansion in Nigeria: The role of trade globalization (No. 20/009). African Governance and Development Institute.

  • Kalai, M., & Zghidi, N. (2019). Foreign direct investment, trade, and economic growth in MENA countries: empirical analysis using ARDL bounds testing approach. Journal of the Knowledge Economy, 10(1), 397–421.

    Article  Google Scholar 

  • Kalu, U., Nwude, E., & Nnenna, N. (2016). Does trade openness engineer economic growth in Nigeria? (Empirical evidence covering 1991 to 2013). Global Journal of Management and Business Research, 16(4), 1–8.

    Google Scholar 

  • Keho, Y. (2017). The impact of trade openness on economic growth: the case of Cote d’Ivoire. Cogent Economics & Finance, 5(1), 1332820.

    Article  Google Scholar 

  • Khobai, H., Hamman, N., Mkhombo, T., Mhaka, S., Mavikela, N., & Phiri, A. (2017). The FDI growth nexus in South Africa: A re-examination using quantile regression approach. Studia Universitatis Babeș-Bolyai Oeconomica, Sciendo, 63(3), 33–55.

    Article  Google Scholar 

  • Manni, U. H., & Afzal, M. N. (2012). Effect of trade liberalization on economic growth of developing countries: A case of Bangladesh economy. Journal of Business, Economics, and Finance, 1(2), 37–44.

    Google Scholar 

  • Mintromm, M., & Thomas, M. (2018). Policy entrepreneurs and collaborative action: Pursuit of the sustainable development goals. International Journal of Entrepreneurial Venturing, 10(2), 153–171.

    Article  Google Scholar 

  • Narayan, P. K., & Narayan, S. (2005). Estimating income and price elasticities of imports for Fiji in a cointegration framework. Economic Modelling, 22(3), 423–438.

    Article  Google Scholar 

  • Ogujiuba, K., & Omoju, O. (2013). Is growth in Nigeria inclusive? A cointegration analysis. The Interdisciplinary Journal of Economics and Business Law, 2(4), 8–29.

    Google Scholar 

  • Ohlin, B. (1933). Interregional and International Trade. Cambridge, MA: Harvard University Press. 

  • Olorogun, L. A. (2021). The nexus between FDI inflows and economic development in Ghana: empirical analysis from ARDL model. Journal for Global Business Advancement, 14(1), 93–114.

    Article  Google Scholar 

  • Olorogun, L. A., Salami, M. A., & Bekun, F. V. (2020). Revisiting the nexus between FDI, financial developmegnt and economic growth: Empirical evidence from Nigeria. Journal of Public Affairs, (3), e2561.

  • Olubiyi, E. A. (2014). Trade, remittances and economic growth in Nigeria: Any causal relationship? African Development Review, 26(2), 274–285.

    Article  Google Scholar 

  • Owusu, P. A., Asumadu-Sarkodie, S., & Ameyo, P. (2016). A review of Ghana’s water resource management and the future prospect. Cogent Engineering, 3(1), 1164275.

    Article  Google Scholar 

  • Papageorgiadis, N., McDonald, F., Wang, C., & Konara, P. (2020). The characteristics of intellectual property rights regimes: How formal and informal institutions affect outward FDI location. International Business Review, 29, 101620.

    Article  Google Scholar 

  • Pegkas, P. (2015). The impact of FDI on economic growth in Eurozone countries. The Journal of Economic Asymmetries, 12, 124–132.

    Article  Google Scholar 

  • Pesaran, M. H., & Smith, R. (1995). Estimating long-run relationships from dynamic heterogeneous panels. Journal of Econometrics, 68(1), 79–113.

    Article  Google Scholar 

  • Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16(3), 289–326.

    Article  Google Scholar 

  • Pizzi, S., Caputo, A., Corvino, A., & Venturelli, A. (2020). Management research and the UN sustainable development goals(SDGs): A bibliometric investigation and systematic review. Journal of Cleaner Production, 276, 1240332.

    Article  Google Scholar 

  • Prebisch, R. (1950). The economi development of Latin America and it principal problems. Economic Bulletin for Latin America, 7(1), 385–421.

    Google Scholar 

  • Qamruzzaman, M., & Jianguo, W. (2018). Nexus between financial innovation and economic growth in South Asia: evidence from ARDL and nonlinear ARDL approaches. Financial Innovation. Financial Innovation, 4(20), 1–19.

    Google Scholar 

  • Rani, R., & Kumar, N. (2019). On the causal dynamics between economic growth, trade openness and gross capital formation: evidence from BRICS countries. Global Business Review, 20(3), 795–812.

    Article  Google Scholar 

  • Ricardo, D. (1817). The works and correspondence of David Ricardo (Vol. 1). Principles of Political Economy and Taxation. Online Library of Liberty.

    Google Scholar 

  • Schaltegger, S. (2018). Linking environmental management accounting: A reflection on (missing) links to sustainability and planetary boundaries. Social and Environmental Accountability Journal, 38(1), 19e29.

    Article  Google Scholar 

  • Shahbaz, M., & Lean, H. H. (2012). Does financial development increase energy consumption? The role of industrialization and urbanization in Tunisia. Energy Policy, 40, 473–479.

    Article  Google Scholar 

  • Sokhanvar, A. (2019). Does foreign direct investment accelerate tourism and economic growth within Europe? Tourism Management Perspectives, 29, 86–96.

    Article  Google Scholar 

  • Tang, V. T., Tregenna, F., & Dikgang, J. (2019). Trade openness and economic growth in Mauritius (pp. 69–104). Development and Sustainable Growth of Mauritius. Palgrave Macmillan.

    Google Scholar 

  • The World Bank. (2020a). The World Bank in Rwanda. Retrieved August 18, 2020. https://www.worldbank.org/en/country/rwanda/overview#:~:text=Rwanda%20was%20in%20the%20middle,expected%20to%20continue%20in%202020.

  • The World Bank. (2020b). World Bank Open Data. Retrieved August 5, 2020. https://data.worldbank.org/

  • Tintin, C. (2013). The determinants of foreign direct investment inflows in the Central and Eastern European Countries: The importance of institutions. Communist and Post-Communist Studies, 46, 287–298.

    Article  Google Scholar 

  • United Nations. (2019). The sustainability Development Goals Reports. Retrieved 6th February, 2021, https://unstats.un.org/sdgs/report/2019/

  • Vamvakidis, A. (2002). How robust is the growth-openness connection? Journal of Economic Growth, 7(1), 57–80.

    Article  Google Scholar 

  • Vojtovic, S., Klimaviciene, A., & Pilinkiene, V. (2019). The linkages between economic growth and FDI in CEE countries. Ekon. Casopis, 67, 264–279.

    Google Scholar 

  • World Integrated Trade Solution. (2020). Sub-Saharan Africa trade statistics. Retrieved 15th February, 2021, https://wits.worldbank.org/CountryProfile/en/SSF

  • Zandile, Z., & Phiri, A. (2019). FDI as a contributing factor to economic growth in Burkina Faso: how true is this? Global Econ.

    Book  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Lukman A. Olorogun.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Appendix A

Appendix A

See Fig. 3.

Fig. 3
figure 3

ResidualsVAR Structural Residuals using Cholesky (d.f. adjusted) Factors

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Olorogun, L.A. Modelling Financial Development in the Private Sector, FDI, and Sustainable Economic Growth in sub-Saharan Africa: ARDL Bound Test-FMOLS, DOLS Robust Analysis. J Knowl Econ (2023). https://doi.org/10.1007/s13132-023-01224-w

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s13132-023-01224-w

Keywords

Navigation