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Dergiler / İktisat Politikası Araştırmaları Dergisi / 2026 / Cilt: 12 Sayı: 1

Robust Empirical Study of the Moderating Role of Human Capital and Natural Resources on the Effects of COVID-19 and Financial Development on Foreign Direct Investment: Evidence from Sub-Saharan Africa

Obaıke Ojeka(Federal University of Technology, Department of Economics)0009-0005-9862-3197
Favour Odey(Obafemi Awolowo University, Department of Economics)0009-0004-1522-2156
Deborah Adebayo(Federal University, Department of Economics)0009-0003-6074-3551
Gideon Amodu(Ahmadu Bello University, Department of Economics)0009-0002-0503-6013
Daniel Buba(Central Bank of Nigeria, Research Department)0009-0009-0440-6669
Sayfa
1–27
Yayın Tarihi
2025-02-14
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JEL Classification : F21 , O55 , I15

📌 3 Maddede Bu Makale

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Amaç & Hipotez:This study explores the moderating role of human capital and natural resources on the effects of Coronavirus Disease 2019 (COVID-19) and financial development on foreign direct investment in 42 sub-Saharan African countries.
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Temel Bulgular & Veri:The analyses were conducted using panel data sourced from the World Bank from 1996 to 2021.
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Sonuç & Katkı:JEL Classification : F21 , O55 , I15
🔬Tür:Araştırma Makalesi
📍Kapsam:2019 Verileri
⚙️Değişkenler:Financial Development · COVID-19 · Foreign Direct Investment

Abstract

This study explores the moderating role of human capital and natural resources on the effects of Coronavirus Disease 2019 (COVID-19) and financial development on foreign direct investment in 42 sub-Saharan African countries. The analyses were conducted using panel data sourced from the World Bank from 1996 to 2021. The two-step system Generalised Method of Moments (GMM) was adopted as the main estimation strategy, while Driscoll and Kraay’s Nonparametric Covariance Matrix and Dynamic Threshold Estimators were employed as robustness analyses to account for dynamic threshold effects and cross-sectional dependencies in the panel. The findings show that COVID-19 acts as a shock that increases investment risk and disrupts supply chains, negatively affecting FDI inflows. In addition, financial development was identified as a positive driver of foreign investment. Furthermore, economies with human capital below a life expectancy of 52 years did not experience the beneficial effects of financial development in attracting foreign investment. Overall, human capital moderates the positive effects of financial development on FDI, whereas the moderating effect of natural resources is insignificant. Therefore, policymakers in the region should prioritise human capital formation by investing in health and education sectors to maximise the benefits of financial development on foreign direct investment inflows into sub-Saharan Africa. JEL Classification : F21 , O55 , I15

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Bu Makaleye Atıf Yap

Ojeka, O., Odey, F., Adebayo, D., Amodu, G., Buba, D. (2025). Robust Empirical Study of the Moderating Role of Human Capital and Natural Resources on the Effects of COVID-19 and Financial Development on Foreign Direct Investment: Evidence from Sub-Saharan Africa. İktisat Politikası Araştırmaları Dergisi, Cilt: 12 Sayı: 1, 1–27. https://doi.org/10.26650/JEPR1345184

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Kaynakça (87)

  1. Adam, M. H. (2022). Nexus among forelgn dlrect lnvestment, financlaL deveLopment, and sustalnabLe economlc growth: EmplrlcaL aspects from Sudan. Quantitative Finance and Economics, 6(4), 640-657. google scholar
  2. Ajlde, F., & Oslnubl, T. (2020). Covld-19 Pandemlc and Outward Forelgn Dlrect Investment: A PreLlmlnarY Note. ECONOMICS-Innovative and Economic Research, 8(2), 79-88. google scholar
  3. ALfaro, L., Chanda, A., KaLemLl-Ozcan, S., & SaYek, S. (2004). FDI and economlc growth: the roLe of LocaL financlaL markets. Journal of international economics, 64, 89-112. google scholar
  4. ALuko, O. A. (2020). The forelgn ald-forelgn dlrect lnvestment reLatlonshlp ln Afrlca: The medlatlng roLe of lnstltutlonaL quaLltY and financlaL deveLopment. Economic Affairs, 40, 77-84. Dol: dol: 10.1111/ecaf.12386 google scholar
  5. Anuchltworawong, C., & Thampanlshvong, K. (2015). Determlnants of forelgn dlrect lnvestment ln ThalLand: Does naturaL dlsaster matter? International Journal of Disaster Risk Reduction, 14(3), 312-21. dol: dol:10.1016/j.ljdrr.2014.09.001 google scholar
  6. AreLLano, M., & Bond, S. (1991). Some tests of speclficatlon for paneL data: Monte CarLo evldence and an appLlcatlon to empLoYment equatlons. Rev Econ Stud, 58(2), 277-297. google scholar
  7. BaYar, Y., & GavrlLetea, M. (2018). Forelgn dlrect lnvestment lnflows and financlaL deveLopment ln centraL and eastern European Unlon countrles: a paneL colntegratlon and causaLltY. International Journal of Financial Studies, 6(2), 55-69. google scholar
  8. BLomström, M., & Kokko, A. (2002). FDI and human capital: A research agenda. Parls: Organlsatlon for Economlc Co-operatlon and DeveLopment PubLlshlng. google scholar
  9. BLundeLL, R., & Bond, S. (1998). InltlaL condltlons and moment restrlctlons ln dYnamlc paneL data modeLs. J. Econom., 87(1), 115-143. google scholar
  10. Borenszteln, E., De Gregorlo, J., & Lee, J.-W. (1998). How does forelgn dlrect lnvestment affect economlc growth? Journal of International Economics, 45, 115-135. google scholar
  11. Buckley, P. J., Chen, L., Clegg, L. J., & Voss, H. (2020). The role of endogenous and exogenous risk in FDI entry choices. Journal of World Business, 55(1), 1-15. https://dol.org/10.1016/j.jwb.2019.101040 google scholar
  12. BuckLeY, P., Casson, M., BuckLeY, P., & Casson, M. (1976). Alternative theories of the multinational enterprise. PaLgrave MacmlLLan. google scholar
  13. Camlno-Mogro, S., & Armljos, M. (2020). The effects of COVID-19 lockdown on Foreign Direct Investment: evidence from Ecuadorian firms. Munlch PersonaL RePEc Archlve. Retrleved from https://mpra.ub.unl-muenchen.de/104821/ google scholar
  14. Cheng, C.-Y., Chlen, M.-S., & Lee, C.-C. (2020). ICT dlffuslon, financlaL deveLopment, and economlc growth: An lnternatlonaL cross-countrY anaLYsls. Economic Modelling, 1-10. Dol: https://dol.org/10.1016/j.econmod.2020.02.008 google scholar
  15. Coe, D. T., HeLpman, E., & Hoffmalster, A. W. (1997). North-south R & D splLLovers. The Economic Journal, 107, 134-149. google scholar
  16. Desbordes, R., & Wel, S.-J. (2017). The Effects of FlnanclaL DeveLopment on Forelgn dlrect lnvestment. Journal of Development Economics. Dol: http://dx.dol.org/10.1016/j.jdeveco.2017.02.008 google scholar
  17. DrlscoLL, J. C., & KraaY, A. C. (1998). Conslstent Covarlance Matrlx Estlmatlon wlth SpatlaLLY Dependent PaneL Data. Review of Economics and Statistics, 80,549-560. google scholar
  18. Dunnlng, J. (1988). Locatlon and the muLtlnatlonaL enterprlse: a negLected factor?. Journal of international business studies, 29(1), 45-66. google scholar
  19. Egbetunde, T., & AklnLo, A. E. (2019). FlnanclaL GLobaLlzatlon and Economlc Growth ln Sub-Saharan Afrlca: The RoLe of Instltutlonal Quallty. ACTA UNIVERSITATIS DANUBIUS, 15(4), 30-46. google scholar
  20. EscaLeras, M., & Reglster, C. A. (2011). NaturaL dlsasters and forelgn dlrect lnvestment. Land Economics, 87(2), 346-63. Dol: dol:10.3368/ Le.87.2.346 google scholar
  21. Fang, J., CoLLlns, A., & Yao, S. (2021). On the gLobaL COVID-19 pandemlc and Chlna’s FDI. Journal of Asian Economics, 74. google scholar
  22. Fang, J., CoLLlns, A., & Yaoa, S. (2021). On the gLobaL COVID-19 pandemlc and Chlna’s FDI. Journal of Asian Economics, 74, 1-16. Dol: http:// dx.dol.org/10.1016/j.asleco.2021.101300 google scholar
  23. Frees, E. W. (1995). Assesslng cross-sectlonaL correLatlon ln paneL data. Journal of Econometric, 69(2), 393-414. google scholar
  24. Frledman, M. (1937). 'The use of ranks to avold the assumptlon of normalltY ImpLIcit İn the analYSİs of varlance. Journal of the American Statistical Association, 32, 675-701. google scholar
  25. Fu, Y., ALLeYne, A., & Mu, Y. (2021). Does Lockdown Brlng Shutdown? Impact of the COVID-19 Pandemlc on Forelgn Dlrect Investment. Emerging Markets, Finance and Trade, 1-21. Dol: https://dol.org/10.1080/1540496X.2020.1865150 google scholar
  26. GökçeLl, E., Fldrmuc, J., & Ghosh, S. (2022). Effect Of Forelgn Dlrect Investment On Economlc Growth And Domestlc Investment: Evldence From OECD Countrles. European Journal of Business Science and Technology, 8(2), 190-216. Retrleved from https://ejobsat.cz/ pdfs/ejo/2022/02/05.pdf google scholar
  27. Gujaratl, D. N., & Porter, D. (2008). Basic Econometrics (5th Edltlon ed.). Boston: McGraw-HlLL. google scholar
  28. Haque, M., Zhang, B., & Muhammad, U. (2022). Sources of FlnanclaL DeveLopment and Thelr Impact on FDI Inflow: A PaneL Data AnaLYsls of MlddLe-Income Economles. Economies, 10(182). Dol: https://dol.org/ 10.3390/economles10080182 google scholar
  29. HaYakawa, K. L., & Park, C. Y. (2022). The effect of COVID-19 on foreign direct investment. Aslan DeveLopment Bank Economlcs Worklng Paper Serles, (653). google scholar
  30. HeldarY, M. H. (2022). A sYstem dYnamlcs model of the Impact of COVID-19 pandemlc and forelgn dlrect Investment İn the global supplY chaln. Future Business Journal, 8(40), 1-9. Dol: https://dol.org/10.1186/s43093-022-00155-3 google scholar
  31. Hermes, N., & Lenslnk, R. (2003). Forelgn dlrect lnvestment, financlal development and economlc growth. The Journal of Development Studies, 40, 142-163. google scholar
  32. Hoechle, D. (2006). Robust Standard Errors for Panel Regresslons wlth Cross-Sectlonal Dependence. Stata Journal, vv(ll), 1-31. google scholar
  33. Hussaln, M., Ye, Z., Usman, M., Mlr, G., Usman, A., & Rlzvl, S. K. (2020). Re-lnvestlgatlon of the resource curse hYpothesls: the role of polltlcal lnstltutlons and energY prlces ln BRIC countrles. Resourse Policy. Dol: https://dol.org/10.1016/j.resou rpol.2020.10183 3 google scholar
  34. HYsa, E., Imeraj, E., Ferunl, N., Panalt, M., & Vaslle, V. (2022). COVID-19—A Black Swan for Forelgn Dlrect Investment: Evldence from European Countrles. Journal of Risk and Financial Management, 15(4), 156-170. google scholar
  35. İbrahim, M., & Alagldede, P. (2017). Nonllnearltles İn Financial development-economlc growth nexus: evldence from sub-Saharan Afrlca. Research in International Business and Finance, 46, 95-104. google scholar
  36. Islam, M. A., Das, P. C., & Hassan, M. R. (2021). Flnanclal Development and Forelgn Dlrect Investment ln Belt and Road Inltlatlve Economles-the Moderatlng Effect of Human Capltal. Journal of the Cost and Management, 49(1), 4-14. google scholar
  37. Jaworek, M., Karaszewskl, W., & Kuczmarska, M. (2020). Pandemlc rlsk: doesn’t lt reallY matter?: Forelgn dlrect lnvestment after COVID-19. Economics and Law, 19(2), 275-290. google scholar
  38. Karahan, Ö., & BaYır, M. (2022). The effects of monetarY pollcles on forelgn dlrect lnvestment lnflows ln emerglng economles: some pollcY lmpllcatlons for post-COVID-19. Future Business Journal, 8(39). Dol: https://dol.org/10.1186/s43093-022-00152-6 google scholar
  39. Karahan-Dursun, P. (2020). The effects of financial development on foreign direct investment in turkey: a dynamic analysis. Current Research in Economics and Administrative Sciences, 40-55. google scholar
  40. Karlml, M. S., Yusop, Z., Hook, L. S., & Chln, L. (2013). Effect of Human CapltaL on Forelgn Dlrect Investment Inflows. Journal of Economic Research, 8, 1-23. google scholar
  41. KeYkanLoo, M., Hosselnl, S., Jazeh, K., & Askarl, A. (2019). The Effect of FlnanclaL DeveLopment on Forelgn Dlrect Investment. Iran. Econ. Rev., 24(4), 885-906. google scholar
  42. Koçak, S., & Barış-Tüzemen, S. (2022). Impact of the COVID-19 on forelgn dlrect Investment lnflows İn emerglng economles: evldence from paneL quantlLe regresslon. Future Business Journal, 8(22), 1-12. Dol: https://dol.org/10.1186/s43093-022-00133-9 google scholar
  43. Koukl, I. (2013). Financial DeveLopment and Economlc Growth İn the North Afrlcan Reglon. African Development Review, 25(4), 551-62. google scholar
  44. Levlne, R. (1997). Financial development and economlc growth: vlews and agenda,. Journal of Economic Literatüre, 35, 688-726. google scholar
  45. Llu, H., IsLam, M. A., Khan, M. A., Md IsmalL, H., & Pervalz, K. (2020). Does financlaL deepenlng attract forelgn dlrect lnvestment? Fresh evldence from panel threshold analYsls. Research in International Business and Finance, 4(1), 1-12. google scholar
  46. Llu, L.-g., Chow, K., & Ll, U. (2006). Determlnants of forelgn dlrect lnvestment ln East Asla: Dld Chlna crowd out FDI from her developlng East Aslan nelghbours. google scholar
  47. Ljungwall, C., & Ll, J. (2007). Flnanclal sector development, FDI and economlc growth ln Chlna. China Center for Economic Research. google scholar
  48. Lucas, R. E. (1990). WhY doesn’t Capltal Flow from Rlch to Poor Countrles? The American Economic Review, 80(2), 92-96. google scholar
  49. Majeed, A., Jlang, P., Ahmad, M., Khan, M. A., & Olah, J. (2021). The Impact of Forelgn Dlrect Investment on Flnanclal Development: New Evldence from Panel Colntegratlon and CausalltY AnalYsls. Journal of Competitiveness, 13(1), 95-112. google scholar
  50. Maryam, J., & Mlttal, A. (2020). Forelgn dlrect lnvestment lnto BRICS: An emplrlcal analYsls. Transnational Corporations Review, 12(1), 19. Doi: doi:10.1080/19186444.2019.1709400 google scholar
  51. McKlbbln, W. J., & Fernando, R. (2020). The Global Macroeconomlc Impacts of COVID-19: Seven Scenarlos. CAMA Worklng Paper No. 19/2020. google scholar
  52. MlYamoto, K. (2003). Human capital formation and foreign direct investment in developing countries. OECD. Dol: http://dx.dol.org/10. 2139/ssrn.668505 google scholar
  53. Mottaleb, K. A. (2007). Determlnants of forelgn dlrect lnvestment and lts lmpact on economlc growth ln developlng countrles. google scholar
  54. Noorbakhsh, F., Palonl, A., & Youssef, A. (2001). Human capltal and FDI lnflows to developlng countrles: new emplrlcal evldence. World Development, 29(9), 1593-1610. google scholar
  55. ODI. (2006). Foreign direct investment and development an historical perspective. Worklng Paper. Retrleved JanuarY 27, 2023, from https:// odl.org/ en/ publl catlo ns/ forel gn-dlrect-lnvestment-and-development-anhlstorlcal-perspectlve/ google scholar
  56. Ojeka, O. J., OdeY, F. C., AdebaYo, D., & Amodu, G. (2023). Flnance and economlc development ln sub-Saharan Afrlca: Does forelgn dlrect lnvestment matter? Journal of Economic Policy and Management Issues, 2(1), 27-45. google scholar
  57. OlanlYl, C. O. (2020). On the transmlsslon mechanlsms ln the finance-growth nexus ln Southern Afrlcan countrles: Does lnstltutlon matter? Economic Change and Restructuring, 55(1), 153-191. Dol: https://dol.org/10.1007/s10644-020-09313-5 google scholar
  58. OlanlYl, C. O., & Oladejl, S. I. (2020). InterplaY between financlal sector and lnstltutlonal framework ln the economlc growth process of KenYa. J Public Affairs, 1-18. Dol: https://dol.org/10.1002/pa.2562 google scholar
  59. OlaoYe, O., & Aderajo, O. (2020). Instltutlons and economlc growth ln ECOWAS: an lnvestlgatlon lnto the hlerarchY of lnstltutlon hYpothesls (HIH). International Journal of Social Economics, 1-29. dol:10.1108/IJSE-10-2019-0630 google scholar
  60. Olorogun, L., Salaml, M., & Vlctor, B. (2020). Revlsltlng the Nexus between FDI, financlal development and economlc growth: Emplrlcal evldence from Nlgerla. Journal of Public Affairs, 22, 1-16. google scholar
  61. Osela, M. J., & Klm, J. (2023). Flnanclal development and the growth effect of forelgn dlrect lnvestment: Does one slze fit all? International Economics, 173, 276-283. google scholar
  62. OYamendan, A. E. (2022). Forelgn dlrect lnvestment on human capltal development ln Nlgerla. Fuoye Journal of Finance and Contem-porary, 3(1), 98-112. google scholar
  63. Pesaran, H. (2004). General diagnostic tests for cross-sectional dependence in panels. UnlversltY of Cambrldge. UnlversltY of Cambrldge, MA. google scholar
  64. Roodman, D. (2009). A note on the theme of too manY lnstruments. Oxf Bull Econ Stat, 71(1), 135-158. google scholar
  65. Roodman, D. (2009b). How to Doxtabond2: An Introductlon to Dlfference and SYstem GMM ln Stata. The Stata Journal, 9, 86-136. Dol: https://dol.org/10.1177/1536867X0900900106 google scholar
  66. SaYılır, Ö., Doğan, M., & Soud, N. S. (2018). Flnanclal development and governance relatlonshlps. Applied Economics Letters, 25, 14661470. Dol: https://dol.org/10.1080/13504851.2018.1430311 google scholar
  67. Seo, M. H., & Shln, Y. (2016). DYnamlc panels wlth threshold effect and endogeneltY. Journal of Econometrics, 195(2), 169-186. google scholar
  68. Seo, M. H., Kim, S., & Kim, Y. J. (2019). Estimation of dynamic panel threshold model using Stata. The Stata Journal, 19(3), 685-697. google scholar
  69. Shamsan, M. N., & Samlkon, S. A. (2022). Impact of lnflow forelgn dlrect lnvestment on the LocaL human capltaL efficlencY wlth the roLe of financlaL deepenlng as medlator: A case of Unlted Arab Emlrates. American Journal of Economics, 6(3). google scholar
  70. Sookram, S., Hoseln, R., Boodram, L., & Sarldakls, G. (2022). Determlnlng factors of FDI flows to seLected carlbbean countrles. Journal of Risk and Financial Management, 15(2), 48. Dol: https://dol.org/10.47672/aje.1280 google scholar
  71. SYarlfuddln, F., & Setlawan, M. (2022). The ReLatlonshlp between COVID-19 Pandemlc, Forelgn Dlrect Investment, and Gross Domestlc Product ln Indonesla. Sustainability, 14(14, 2786), 1-16. Doi: https://dol.org/10.3390/su14052786 google scholar
  72. UNCTAD. (2020). World investment report 2020: International production beyond the pandemic. Retrleved JanuarY 27, 2023, from https:// unctad.org/osgstatement/worLd-lnvestment-report-2020-lnternatlonaL-productlon-beYond-pandemlc. google scholar
  73. Vlana Duarte, L., Kedong, Y., & Xuemel, L. (2017). The ReLatlonshlp between FDI, economlc growth and financlaL deveLopment ln Cabo Verde. International Journal of Economics and Finance, 9(5). Dol: https://dol.org/10.5539/ljef.v9n5p132 google scholar
  74. WorLd Bank (2021). World Development Indicator. WorLd Bank. Washlnton DC, USA google scholar
  75. WooLdrldge, J. M. (2010). Econometrlc AnaLYsls of Cross SectlonaL and PaneL Data (2nd ed.). MIT Press. google scholar
  76. WooLdrldge, J. M. (2002). Econometric analysis of cross section and panel data. Cambrldge, MA: MIT Press. google scholar
  77. Coe, D. T., HeLpman, E., & Hoffmalster, A. W. (1997). North-south R & D splLLovers. The Economic Journal, 107, 134-149. google scholar
  78. Desbordes, R., & Wel, S.-J. (2017). The Effects of FlnanclaL DeveLopment on Forelgn dlrect lnvestment. Journal of Development Economics. Dol: http://dx.dol.org/10.1016/j.jdeveco.2017.02.008 google scholar
  79. Dunnlng, J. (1988). Locatlon and the muLtlnatlonaL enterprlse: a negLected factor?. Journal of international business studies, 29(1), 45-66. google scholar
  80. Hussaln, M., Ye, Z., Usman, M., Mlr, G., Usman, A., & Rlzvl, S. K. (2020). Re-lnvestlgatlon of the resource curse hYpothesls: the role of polltlcal lnstltutlons and energY prlces ln BRIC countrles. Resourse Policy. Dol: https://dol.org/10.1016/j.resou rpol.2020.10183 3 google scholar
  81. HYsa, E., Imeraj, E., Ferunl, N., Panalt, M., & Vaslle, V. (2022). COVID-19—A Black Swan for Forelgn Dlrect Investment: Evldence from European Countrles. Journal of Risk and Financial Management, 15(4), 156-170. google scholar
  82. Jaworek, M., Karaszewskl, W., & Kuczmarska, M. (2020). Pandemlc rlsk: doesn’t lt reallY matter?: Forelgn dlrect lnvestment after COVID-19. Economics and Law, 19(2), 275-290. google scholar
  83. Levlne, R. (1997). Financial development and economlc growth: vlews and agenda,. Journal of Economic Literatüre, 35, 688-726. google scholar
  84. Llu, H., IsLam, M. A., Khan, M. A., Md IsmalL, H., & Pervalz, K. (2020). Does financlaL deepenlng attract forelgn dlrect lnvestment? Fresh evldence from panel threshold analYsls. Research in International Business and Finance, 4(1), 1-12. google scholar
  85. ODI. (2006). Foreign direct investment and development an historical perspective. Worklng Paper. Retrleved JanuarY 27, 2023, from https:// odl.org/ en/ publl catlo ns/ forel gn-dlrect-lnvestment-and-development-anhlstorlcal-perspectlve/ google scholar
  86. Roodman, D. (2009). A note on the theme of too manY lnstruments. Oxf Bull Econ Stat, 71(1), 135-158. google scholar
  87. SaYılır, Ö., Doğan, M., & Soud, N. S. (2018). Flnanclal development and governance relatlonshlps. Applied Economics Letters, 25, 14661470. Dol: https://dol.org/10.1080/13504851.2018.1430311 google scholar