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The Effects of Institutional Quality and Human Capital Development on Economic Complexity in Africa: Empirical Evidence from Panel Data Analysis
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February 2, 2024
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June 7, 2024
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June 24, 2024
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Abstract

The present study intends to investigate how the complexity of the economy responds to human capital investment and institutional development in Africa by employing the system GMM on panel data comprising 31 African economies over the period 2011-2020. However, earlier studies tended to ignore these interdependencies. More critically, our results indicate that the development of human capital enables the economic complexity in Africa. On the other hand, governance institutions’ quality in terms of control of corruption, voice and accountability, political stability, and the absence of violence and terrorism do not have any impact on economic complexity. Their effect on governance remains insignificant if governance is measured via government effectiveness, regulatory quality, and the rule of law. This research highlights the importance of diversifying African economies by promoting human capital investments and governance reforms that reduce corruption, ensure transparency and accountability in government, and stabilize politics. Our results also show that infrastructural development and GDP per capita are the major drivers of economic complexity in Africa, whereas international tourism appears to have a significant negative effect. Therefore, we provide several policy suggestions to reflect these insights.

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Africa economic complexity human capital institutional quality system GMM

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Ojonta, O. I. (2024). The Effects of Institutional Quality and Human Capital Development on Economic Complexity in Africa: Empirical Evidence from Panel Data Analysis. Unisia, 42(1), 1–24. https://doi.org/10.20885/unisia.vol42.iss1.art1
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References

  1. Abbasi, K. R., Lv, K., Radulescu, M., & Shaikh, P. A. (2021). Economic complexity, tourism, energy prices, and environmental degradation in the top economic complexity countries: Fresh panel evidence. Environmental Science and Pollution Research, 28(48), 68717–68731. https://doi.org/10.1007/s11356-021-15312-4

  2. Acemoglu, D., Gallego, F. A., & Robinson, J. A. (2014). Institutions, human capital, and development. Annual Review of Economics, 6(1), 875–912. https://doi.org/10.1146/annurev-economics-080213-041119

  3. Adedoyin, F. F., Agboola, P. O., Ozturk, I., Bekun, F. V., & Agboola, M. O. (2021). Environmental consequences of economic complexities in the EU amidst a booming tourism industry: Accounting for the role of brexit and other crisis events. Journal of Cleaner Production, 305, 127117. https://doi.org/10.1016/j.jclepro.2021.127117

  4. Aghion, P., & Howitt, P. (1992). A model of growth through creative destruction. Econometrica, 60(2), 323–351. https://doi.org/10.2307/2951599

  5. Ajide, F. M. (2022). Economic complexity and entrepreneurship: Insights from Africa. International Journal of Development Issues, 21(3), 367–388. https://doi.org/10.1108/IJDI-03-2022-0047

  6. Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T

  7. Antonietti, R., & Franco, C. (2021). From FDI to economic complexity: A panel Granger causality analysis. Structural Change and Economic Dynamics, 56, 225–239. https://doi.org/10.1016/j.strueco.2020.11.001

  8. Arellano, M., & Bond, S. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. The Review of Economic Studies, 58(2), 277. https://doi.org/10.2307/2297968

  9. Arellano, M., & Bover, O. (1995). Another look at the instrumental variable estimation of error-components models. Journal of Econometrics, 68(1), 29–51. https://doi.org/10.1016/0304-4076(94)01642-D

  10. Becker, G. S. (1964). Human capital: A theoretical and empirical analysis, with special reference to education (3rd ed.). University of Chicago Press.

  11. Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1), 115–143. https://doi.org/10.1016/S0304-4076(98)00009-8

  12. Blundell, R., & Bond, S. (2000). GMM Estimation with persistent panel data: An application to production functions. Econometric Reviews, 19(3), 321–340. https://doi.org/10.1080/07474930008800475

  13. Blundell, R., Dearden, L., Goodman, A., & Reed, H. (2000). The returns to higher education in Britain: Evidence from a british cohort. The Economic Journal, 110(461), F82–F99. https://doi.org/10.1111/1468-0297.00508

  14. Bond, S. R. (2002). Dynamic panel data models: A guide to micro data methods and practice. Portuguese Economic Journal, 1(2), 141–162. https://doi.org/10.1007/s10258-002-0009-9

  15. Challe, E., Lopez, J. I., & Mengus, E. (2019). Institutional quality and capital inflows: Theory and evidence. Journal of International Money and Finance, 96, 168–191. https://doi.org/10.1016/j.jimonfin.2019.05.005

  16. Davidson, K., & Gleeson, B. (2018). New socio-ecological imperatives for cities: Possibilities and dilemmas for Australian metropolitan governance. Urban Policy and Research, 36(2), 230–241. https://doi.org/10.1080/08111146.2017.1354848

  17. Egbetunde, T., & Akinlo, A. E. (2015). Financial globalization and economic growth in Sub‐Saharan Africa: Evidence from panel cointegration tests. African Development Review, 27(3), 187–198. https://doi.org/10.1111/1467-8268.12140

  18. Ekeocha, D. O., Ogbuabor, J. E., & Orji, A. (2022). Public infrastructural development and economic performance in Africa: A new evidence from panel data analysis. Economic Change and Restructuring, 55(2), 931–950. https://doi.org/10.1007/s10644-021-09334-8

  19. Ekeocha, D. O., Ogbuabor, J. E., Orji, A., & Kalu, U. I. (2021). International tourism and economic growth in Africa: A post-global financial crisis analysis. Tourism Management Perspectives, 40, 100896. https://doi.org/10.1016/j.tmp.2021.100896

  20. Emeka, E. T., Ogbuabor, J. E., & Ekeocha, D. O. (2024). Terrorism and economic complexity in Africa: The unconditional impact of military expenditure. African Development Review, 36(1), 139–152. https://doi.org/10.1111/1467-8268.12732

  21. Farsari, I., Butler, R. W., & Szivas, E. (2011). Complexity in tourism policies. Annals of Tourism Research, 38(3), 1110–1134. https://doi.org/10.1016/j.annals.2011.03.007

  22. Fayol, H. (1949). General and industrial management (C. Storrs, Trans.). Sir Isaac Pitman & Sons.

  23. Fitzenberger, B., & Kurz, C. (2003). New insights on earnings trends across skill groups and industries in West Germany. Empirical Economics, 28(3), 479–514. https://doi.org/10.1007/s001810200142

  24. Fleisher, B., Li, H., & Zhao, M. Q. (2010). Human capital, economic growth, and regional inequality in China. Journal of Development Economics, 92(2), 215–231. https://doi.org/10.1016/j.jdeveco.2009.01.010

  25. Frees, E. W. (1995). Assessing cross-sectional correlation in panel data. Journal of Econometrics, 69(2), 393–414. https://doi.org/10.1016/0304-4076(94)01658-M

  26. Friedman, M. (1937). The use of ranks to avoid the assumption of normality implicit in the analysis of variance. Journal of the American Statistical Association, 32(200), 675–701. https://doi.org/10.1080/01621459.1937.10503522

  27. Geo-Jaja, M. A., & Mangum, G. (2003). Economic adjustment, education and human resource development in Africa: The case of Nigeria. International Review of Education, 49(3–4), 293–318. https://doi.org/10.1023/A:1025355320084

  28. Ghalia, T., Fidrmuc, J., Samargandi, N., & Sohag, K. (2019). Institutional quality, political risk and tourism. Tourism Management Perspectives, 32, 100576. https://doi.org/10.1016/j.tmp.2019.100576

  29. Gómez-Zaldívar, M., Llamosas-Rosas, I., & Gómez-Zaldívar, F. (2021). The relationship between economic complexity and the pattern of foreign direct investment flows among Mexican states. Review of Regional Studies, 51(1), 64–88. https://doi.org/10.52324/001c.21211

  30. Gupta, V. (2018). Open market repurchases and signaling hypothesis. Theoretical Economics Letters, 8(3), 592–608. https://doi.org/10.4236/tel.2018.83041

  31. Hansen, L. P. (1982). Large Sample Properties of Generalized Method of Moments Estimators. Econometrica, 50(4), 1029–1054. https://doi.org/10.2307/1912775

  32. Hausmann, R., Protzer, E., Tapia, J., & Grisanti, A. (2021). Economic complexity report for Western Australia (No. CID Faculty Working Paper Series 394). Growth Lab. https://growthlab.hks.harvard.edu/publications/economic-complexity-report-western-australia

  33. Javorcik, B. S., Lo Turco, A., & Maggioni, D. (2018). New and improved: Does FDI boost production complexity in host countries? The Economic Journal, 128(614), 2507–2537. https://doi.org/10.1111/ecoj.12530

  34. Kabaklarli, E., Duran, M. S., & Üçler, Y. T. (2017). The determinants of high-technology exports: A panel data approach for selected OECD countries. Dubrovnik International Economic Meeting, 3(1), 888–900. https://diem.unidu.hr/wp-content/uploads/2021/03/64_Kabaklarli_Duran_Ucler.pdf

  35. Kamguia, B., Ndjakwa, M., & Tadadjeu, S. (2023). Does infrastructural development foster export upgrading in Africa? African Development Review, 35(1), 79–94. https://doi.org/10.1111/1467-8268.12684

  36. Ketu, I., Tchouto, J.-E. T., & Kelly, A. (2022). Does infrastructure development drive economic complexity in African countries? Economics Bulletin, 42(4), 2043–2053. https://ideas.repec.org/a/ebl/ecbull/eb-22-00677.html

  37. Khan, A., Bibi, S., Lorenzo, A., Lyu, J., & Babar, Z. U. (2020). Tourism and development in developing economies: A policy implication perspective. Sustainability, 12(4), 1618. https://doi.org/10.3390/su12041618

  38. Khan, M. A., Khan, M. A., Abdulahi, M. E., Liaqat, I., & Shah, S. S. H. (2019). Institutional quality and financial development: The United States perspective. Journal of Multinational Financial Management, 49, 67–80. https://doi.org/10.1016/j.mulfin.2019.01.001

  39. Kim, Y.-R., Saha, S., Vertinsky, I., & Park, C. (2018). The impact of national institutional quality on international tourism inflows: A cross-country evidence. Tourism Analysis, 23(4), 533–551. https://doi.org/10.3727/108354218X15391984820503

  40. Lee, H. S. (2020). Roles of institutional quality on the relationship between tourism and economic development in Malaysia. International Journal of Psychosocial Rehabilitation, 24(1), 685–693. https://doi.org/10.37200/IJPR/V24I1/PR200172

  41. Lee, K.-K., & Vu, T. V. (2020). Economic complexity, human capital and income inequality: A cross-country analysis. The Japanese Economic Review, 71(4), 695–718. https://doi.org/10.1007/s42973-019-00026-7

  42. Li, M. (2017). A signaling game analysis of project investment on equity crowdfunding platform. Open Journal of Social Sciences, 5(3), 276–283. https://doi.org/10.4236/jss.2017.53026

  43. Li, Y., & Shang, H. (2020). Service quality, perceived value, and citizens’ continuous-use intention regarding e-government: Empirical evidence from China. Information & Management, 57(3), 103197. https://doi.org/10.1016/j.im.2019.103197

  44. Madrick, J. (2002). The failure of economic development: Interview with William Easterly. Challenge, 45(1), 88–103. https://doi.org/10.1080/05775132.2002.11034140

  45. Meo, M. S., Kumar, B., Chughtai, S., Khan, V. J., Dost, M. K. B., & Nisar, Q. A. (2023). Impact of unemployment and governance on poverty in Pakistan: A fresh insight from non-linear ARDL co-integration approach. Global Business Review, 24(5), 1007–1024. https://doi.org/10.1177/0972150920920440

  46. Musa, M. S., Jelilov, G., Iorember, P. T., & Usman, O. (2021). Effects of tourism, financial development, and renewable energy on environmental performance in EU-28: Does institutional quality matter? Environmental Science and Pollution Research, 28(38), 53328–53339. https://doi.org/10.1007/s11356-021-14450-z

  47. Mushtaq, R., Thoker, A. A., & Bhat, A. A. (2021). Does institutional quality affect tourism demand? Evidence from India. Journal of Hospitality and Tourism Insights, 4(5), 622–638. https://doi.org/10.1108/JHTI-05-2020-0088

  48. Nchofoung, T. N., Asongu, S. A., Njamen Kengdo, A. A., & Achuo, E. D. (2022). Linear and non‐linear effects of infrastructures on inclusive human development in Africa. African Development Review, 34(1), 81–96. https://doi.org/10.1111/1467-8268.12619

  49. Ndoya, H., & Bakouan, P. (2023). Does tax revenue improve economic complexity in Africa? Journal of Economic Integration, 38(2), 278–301. https://doi.org/10.11130/jei.2023.38.2.278

  50. Nguea, S. M., Fotio, H. K., & Baida, L. A. (2022). Investigating the effects of globalization on economic sophistication in selected African countries. African Development Review, 34(3), 324–338. https://doi.org/10.1111/1467-8268.12666

  51. Nguea, S. M., Kaguendo, U. V. E., & Noumba, I. (2022). Are growth effects of foreign capital significant for increasing access to electricity in Africa? Energy Policy, 168, 113129. https://doi.org/10.1016/j.enpol.2022.113129

  52. Njangang, H., Beleck, A., Tadadjeu, S., & Kamguia, B. (2022). Do ICTs drive wealth inequality? Evidence from a dynamic panel analysis. Telecommunications Policy, 46(2), 102246. https://doi.org/10.1016/j.telpol.2021.102246

  53. Nkemgha, G. Z., Nchofoung, T. N., & Sundjo, F. (2023). Financial development and human capital thresholds for the infrastructure development-industrialization nexus in Africa. Cities, 132, 104108. https://doi.org/10.1016/j.cities.2022.104108

  54. North, D. C. (1990). Institutions, institutional change and economic performance. Cambridge University Press. https://doi.org/10.1017/CBO9780511808678

  55. Nwosu, E. O., Ojonta, O., & Orji, A. (2018). Household consumption expenditure and inequality: Evidence from Nigerian data. International Journal of Development Issues, 17(3), 266–287. https://doi.org/10.1108/IJDI-06-2017-0113

  56. Nwosu, E. O., & Orji, A. (2016). Access to formal credit and enterprise performance in Nigeria: A gender perspective. Argumenta Oeconomica, 1(36), 191–224. https://doi.org/10.15611/aoe.2016.1.08

  57. Ogbonna, O. E., Ogbuabor, J. E., Manasseh, C. O., & Ekeocha, D. O. (2022). Global uncertainty, economic governance institutions and foreign direct investment inflow in Africa. Economic Change and Restructuring, 55(4), 2111–2136. https://doi.org/10.1007/s10644-021-09378-w

  58. Ogbuabor, J. E., Emeka, E. T., Orji, A., & Onuigbo, F. N. (2023). The effects of international financial inflows on economic complexity in Africa: Does institutional quality play a moderation role? Journal of Economic Policy Reform, 26(4), 348–369. https://doi.org/10.1080/17487870.2023.2220862

  59. Ojonta, O. I. (2023). Influence of credit access on the total sales of household non-farm enterprises in Nigeria: Evidence from binary logit regression. International Journal of Economics and Business Research, 25(1), 50–63. https://doi.org/10.1504/IJEBR.2023.127267

  60. Ojonta, O. I., & Ogbuabor, J. E. (2024). Effects of tourism and institutional quality on infrastructural development in Africa: New evidence from the system GMM technique. Business Economics, 59(2), 101–117. https://doi.org/10.1057/s11369-024-00355-5

  61. Ouedraogo, I., Ngoa Tabi, H., Atangana Ondoa, H., & Jiya, A. N. (2022). Institutional quality and human capital development in Africa. Economic Systems, 46(1), 100937. https://doi.org/10.1016/j.ecosys.2021.100937

  62. Pesaran, M. H. (2021). General diagnostic tests for cross-sectional dependence in panels. Empirical Economics, 60(1), 13–50. https://doi.org/10.1007/s00181-020-01875-7

  63. Psacharopoulos, G. (1994). Returns to investment in education: A global update. World Development, 22(9), 1325–1343. https://doi.org/10.1016/0305-750X(94)90007-8

  64. Quattrociocchi, B., Mercuri, F., Perano, M., & Calabrese, M. (2017). Tourism supply chain & strategic partnerships for managing the complexity in tourism industry. Enlightening Tourism. A Pathmaking Journal, 7(1), 62–93. https://doi.org/10.33776/et.v7i1.3140

  65. Romero, J. P., & Gramkow, C. (2021). Economic complexity and greenhouse gas emissions. World Development, 139, 105317. https://doi.org/10.1016/j.worlddev.2020.105317

  66. Sarafidis, V., & Robertson, D. (2009). On the impact of error cross-sectional dependence in short dynamic panel estimation. Econometrics Journal, 12(1), 62–81. https://doi.org/10.1111/j.1368-423X.2008.00260.x

  67. Shahzad, U., Fareed, Z., Shahzad, F., & Shahzad, K. (2021). Investigating the nexus between economic complexity, energy consumption and ecological footprint for the United States: New insights from quantile methods. Journal of Cleaner Production, 279, 123806. https://doi.org/10.1016/j.jclepro.2020.123806

  68. Shao, S., & Razzaq, A. (2022). Does composite fiscal decentralization reduce trade-adjusted resource consumption through institutional governance, human capital, and infrastructure development? Resources Policy, 79, 103034. https://doi.org/10.1016/j.resourpol.2022.103034

  69. Shuaibu, M., & Oladayo, P. T. (2016). Determinants of human capital development in Africa: A panel data analysis. Oeconomia Copernicana, 7(4), 523–549. https://doi.org/10.12775/OeC.2016.030

  70. Siba, E. G. (2008). Determinants of institutional quality in Sub-Saharan African countries (No. Working Papers in Economics 310). Department of Economics, University of Gothenburg. https://ideas.repec.org//p/hhs/gunwpe/0310.html

  71. Spence, M. (1973). Job market signaling. The Quarterly Journal of Economics, 87(3), 355–374. https://doi.org/10.2307/1882010

  72. Sweet, C., & Eterovic, D. (2019). Do patent rights matter? 40 years of innovation, complexity and productivity. World Development, 115, 78–93. https://doi.org/10.1016/j.worlddev.2018.10.009

  73. Tsaurai, K., & Ndou, A. (2019). Infrastructure, human capital development and economic growth in transitional countries. Comparative Economic Research. Central and Eastern Europe, 22(1), 33–52. https://doi.org/10.2478/cer-2019-0003

  74. United Nations Development Programme. (2020). Human Development Report 2020: The Next frontier: Human development and the anthropocene. In Human Development Reports. United Nations Development Programme. https://hdr.undp.org/content/human-development-report-2020

  75. Vu, T. V. (2020). Economic complexity and health outcomes: A global perspective. Social Science & Medicine, 265, 113480. https://doi.org/10.1016/j.socscimed.2020.113480

  76. Vu, T. V. (2022). Does institutional quality foster economic complexity? The fundamental drivers of productive capabilities. Empirical Economics, 63(3), 1571–1604. https://doi.org/10.1007/s00181-021-02175-4

  77. Windmeijer, F. (2005). A finite sample correction for the variance of linear efficient two-step GMM estimators. Journal of Econometrics, 126(1), 25–51. https://doi.org/10.1016/j.jeconom.2004.02.005

  78. World Bank. (2021). Worldwide Governance Indicators 2021 [Text/HTML]. World Bank. https://www.worldbank.org/en/publication/worldwide-governance-indicators

  79. Yalta, A. Y., & Yalta, T. (2021). Determinants of economic complexity in MENA countries. JOEEP: Journal of Emerging Economies and Policy, 6(1), 5–16. https://dergipark.org.tr/en/pub/joeep/issue/60112/825017

  80. Zhou, Y. (2018). Human capital, institutional quality and industrial upgrading: Global insights from industrial data. Economic Change and Restructuring, 51(1), 1–27. https://doi.org/10.1007/s10644-016-9194-x

  81. Zhu, S., & Li, R. (2017). Economic complexity, human capital and economic growth: Empirical research based on cross-country panel data. Applied Economics, 49(38), 3815–3828. https://doi.org/10.1080/00036846.2016.1270413

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