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Income Levels, Governance and Inclusive Human Development in Sub-Saharan Africa

  • Simplice A. AsonguEmail author
  • Nicholas M. Odhiambo
Article

Abstract

This study examines how income-driven governance affects inclusive human development in Sub-Saharan Africa with data for the period 2000–2012. The empirical evidence is based on the Generalised Method of Moments (GMM) and Tobit regressions. Nine bundled and unbundled concepts of governance are used: political (voice & accountability and political stability/no violence), economic (government effectiveness and regulation quality) and institutional (corruption-control and the rule of law) governances. The main finding is that ‘middle income’-driven governance has a higher effect on inclusive human development than ‘low income’-driven governance. Policy implications are discussed in the light of: (i) the contemporary relevance of findings; (ii) the pivotal role of a higher income level in the post-2015 sustainable development agenda; and (iii) inconsistent strands in the literature and in foreign aid policies.

Keywords

Inclusive development Income levels Governance Africa 

JEL Classification

D31 I10 I32 K40 O55 

Notes

Acknowledgements

The authors are indebted to the editor and reviewers for constructive comments.

Authors’ Contribution

SAA participated in the writing of the manuscript and data analysis. NMO participated in the revision of the manuscript.

Compliance with Ethical Standards

Competing Interests

The authors have neither financial nor non-financial competing interests.

Ethical Approval

All authors read and approved the final manuscript.

References

  1. Adelman, I., & Morris, C. T. (1967). Society, politics, and economic development : A quantitative approach. Baltimore: Johns Hopkins University Press, Baltimore.Google Scholar
  2. Agoba, A. M., Abor, J., Osei, K. A., & Sa-Aadu, J. (2019). Do independent central banks exhibit varied Bahaviour in election and non-election years: The case of fiscal policy in Africa. Journal of African Business., 1–21.  https://doi.org/10.1080/15228916.2019.1584263.
  3. Ajide, K. B., & Raheem, I. D. (2016a). Institutions-FDI Nexus in ECOWAS countries. Journal of African Business, 17(3), 319–341.Google Scholar
  4. Ajide, K. B., & Raheem, I. D. (2016b). The institutional quality impact on remittances in the ECOWAS sub-region. African Development Review, 28(4), 462–481.Google Scholar
  5. Ajide, K. B., Raheem, I. D., & Asongu, S. A. (2019). Dollarization and the “unbundling” of globalization in sub-Saharan Africa. Research in International Business and Finance, 47(January), 398–409.Google Scholar
  6. Akinyemi, O., Efobi, U., Asongu, S., & Osabuohien, E., (2019). “Renewable energy, trade performance and the conditional role of finance and institutional capacity of sub-Sahara African countries”, Energy Policy, 132(September), pp. 490-498 (June, 2019).Google Scholar
  7. Amavilah, V., Asongu, S. A., Andrés, A., & R. (2017). Effects of globalization on peace and stability: Implications for governance and the knowledge economy of African countries. Technological Forecasting and Social Change, 122(September), 91–103.Google Scholar
  8. Anand, R., Mishra, S., & Spatafora, N. (2012). Structural Transformation and the Sophistication of Production. IMF Working Paper No. 12/59, Washington.Google Scholar
  9. Andrés, A. R., Asongu, S. A., & Amavilah, V. H. S. (2015). The impact of formal institutions on knowledge economy. Journal of the Knowledge Economy, 6(4), 1034–1062.Google Scholar
  10. Anyanwu, J., & Erhijakpor, A. (2014). Does Oil Wealth Affect Democracy in Africa? African Development Review, 26(1), 15–37.Google Scholar
  11. 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), 277–297.Google Scholar
  12. Arellano, M., & Bover, O. (1995). Another look at the instrumental variable estimation of error components models. Journal of Econometrics, 68(1), 29–52.Google Scholar
  13. Ariss, R. T. (2010). On the implications of market power in banking: Evidence from developing countries. Journal of Banking and Finance, 34(4), 765–775.Google Scholar
  14. Asongu, S. A. (2013). Harmonizing IPRs on software piracy: Empirics of trajectories in Africa. Journal of Business Ethics, 118(1), 45–60.Google Scholar
  15. Asongu, S. A. (2014). Globalization (fighting), corruption and development: How are these phenomena linearly and nonlinearly related in wealth effects? Journal of Economic Studies, 41(3), 346–369.Google Scholar
  16. Asongu, S. A. (2016). Sino-African relations: A review and reconciliation of dominant schools of thought. Politics & Policy, 44(2), 351–383.Google Scholar
  17. Asongu, S. A., & Kodila-Tedika, O. (2018). Institutions and poverty: A critical comment based on evolving currents and debates. Social Indicators Research, 139(1), 99–117.Google Scholar
  18. Asongu, S. A., & le Roux, S. (2019). Understanding sub-Saharan Africa’s extreme poverty tragedy. International Journal of Public Administration, 42(6), 457–467.Google Scholar
  19. Asongu, S. A., & Nwachukwu, J. (2016a). The role of lifelong learning in political stability and non-violence: Evidence from Africa. Journal of Economic Studies, 43(1), 141–164.Google Scholar
  20. Asongu, S. A., & Nwachukwu, J. (2016b). Revolution empirics: Predicting the Arab spring. Empirical Economics, 51(2), 439–482.Google Scholar
  21. Asongu, S & le Roux S. (2017). “Enhancing ICT for inclusive human development in Sub-Saharan Africa.” Technological Forecasting and Social Change 118(May): 44–54.Google Scholar
  22. Asongu, S. A., & Nwachukwu, J. (2018). Fighting terrorism: Empirics on policy harmonisation. German Economic Review, 19(3), 237–259.Google Scholar
  23. Asongu, S. A., & Odhiambo, N. M. (2019a). Inequality and the economic participation of women in sub-Saharan Africa: An empirical investigation. African Journal of Economic and Management Studies.  https://doi.org/10.1108/AJEMS-01-2019-0016.
  24. Asongu, S. A., & Odhiambo, N. M. (2019b). Foreign aid complementarities and inclusive human development in Africa. Journal of Social Service Research., 1–19.  https://doi.org/10.1080/01488376.2019.1612821.
  25. Asongu, S. A., & Odhiambo, N. M. (2019c). Basic formal education quality, information technology, and inclusive human development in sub- Saharan Africa. Sustainable Development., 27, 419–428.  https://doi.org/10.1002/sd.1914.Google Scholar
  26. Asongu, S. A., & Odhiambo, N. M. (2019d). How enhancing information and communication technology has affected inequality in Africa for sustainable development: An empirical investigation. Sustainable Development.  https://doi.org/10.1002/sd.1929.
  27. Asongu, S. A., & Ssozi, J. (2016). Sino-African relations: Some solutions and strategies to the policy syndromes. Journal of African Business, 17(1), 33–51.Google Scholar
  28. Asongu, S. A., & Tchamyou, V. S., (2015). Inequality, finance and pro-poor Investment in Africa. African Governance and Development Institute Working Paper No. 15/052, Yaoundé.Google Scholar
  29. Asongu, S. A., Efobi, U., & Beecroft, I. (2015). Inclusive human development in pre-crisis times of globalisation-driven debts. African Development Review, 27(4), 428–442.Google Scholar
  30. Baltagi, B. H. (2008). Forecasting with panel data. Journal of Forecasting, 27(2), 153–173.Google Scholar
  31. Banerjee, A., & Dufflo, E. (2008). What is middle class about, the middle classes around the world? Journal of Economic Perspectives, 22(2), 3–28.Google Scholar
  32. Birdsall, B. (2007a). Do no harm: Aid, weak institutions and the missing middle in Africa. Development Policy Review, 25(5), 575–598.Google Scholar
  33. Birdsall, N., (2007b). “Reflections on the macro foundations of the middle class in the developing world”, Center for Global Development Working Paper No. 130, Washington.Google Scholar
  34. Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1), 115–143.Google Scholar
  35. Boateng, A., Asongu, S. A., Akamavi, R., & Tchamyou, V. S. (2018). Information asymmetry and market power in the African banking industry. Journal of Multinational Financial Management, 44(March), 69–83.Google Scholar
  36. Bond, S., Hoeffler, A., & Tample, J. (2001). GMM estimation of empirical growth models. Oxford: University of Oxford.Google Scholar
  37. Boushey, H., & Hersh, A. S., (2012). “The American middle class, income inequality, and the strength of our economy new evidence in economics”, Center for American Progress, https://cdn.americanprogress.org/wp-content/uploads/issues/2012/05/pdf/middleclass_growth.pdf (Accessed: 25/07/2017).
  38. Brambor, T., Clark, W. M., and Golder, M. (2006). “Understanding Interaction Models: Improving Empirical Analyses”, Political Analysis, 14(1), pp. 63–82.Google Scholar
  39. Cheeseman, N. (2015). No bourgeoisie, no democracy? The political attitudes of the Kenyan middle class. Journal of International Development, 27(5), 647–664.Google Scholar
  40. Coccorese, P., & Pellecchia, A. (2010). Testing the ‘quiet life’ hypothesis in the Italian banking industry. Economic Notes by Banca dei Paschi di Siena SpA, 39(3), 173–202.Google Scholar
  41. Costantini, M., & Lupi, C. (2005). Stochastic convergence among European economies. Economics Bulletin, 3(38), 1–17.Google Scholar
  42. Easterly, W. (2001). The middle class consensus and economic development. Journal of Economic Growth, 6(4), 317–335.Google Scholar
  43. Efobi, U. (2015). Politicians’ attributes and institutional quality in Africa: A focus on corruption. Journal of Economic Issues, 49(3), 787–813.Google Scholar
  44. Efobi, U. R., Tanaken, B. V., & Asongu, S. A. (2018). Female economic participation with information and communication technology advancement: Evidence from sub- Saharan Africa. South African Journal of Economics, 86(2), 231–246.Google Scholar
  45. Efobi, U., Asongu, S., Okafor, C., Tchamyou, V., & Tanankem, B. (2019). Remittances, finance and industrialisation in Africa. Journal of Multinational Financial Management, 49(March), 54–66.Google Scholar
  46. Ferreira, F. H. G., Messina, J., Rigolini, J., Lopez-Calva, L., Lugo, M. A., & Vakis, R., (2013). “Economic mobility and the rise of the Latin American middle class. Latin America and Caribbean studies;. Washington, DC: World Bank. https://openknowledge.worldbank.org/handle/10986/11858 (Accessed: 10/05/2016).
  47. Fonchingong, C. (2014). Firming up institutional policy for deprived elderly in Cameroon. Politics & Policy, 42(6), 948–980.Google Scholar
  48. Fosu, A. K. (2010a). The effect of income distribution on the ability of growth to reduce poverty: Evidence from rural and urban African economies. American Journal of Economics and Sociology, 69(3), 1034–1053.Google Scholar
  49. Fosu, A. K. (2010b). Does inequality constrain poverty reduction programs? Evidence from Africa. Journal of Policy Modeling, 32(6), 818–827.Google Scholar
  50. Fosu, A. K. (2010c). Inequality, income and poverty: Comparative global evidence. Social Sciences Quarterly, 91(5), 1432–1446.Google Scholar
  51. Fosu, A. K., (2011). Growth, inequality and poverty reduction in developing countries: Recent global evidence. UNU WIDER Working Paper 2011/01, Helsinki.Google Scholar
  52. Fosu, A. (2013a). Growth of African economies: Productivity, policy syndromes and the importance of institutions. Journal of African Economies, 22(4), 523–551.Google Scholar
  53. Fosu, A. (2013b). Growth of African economies: Productivity, policy syndromes and the importance of institutions. Journal of African Economies, 22(4), 523–551.Google Scholar
  54. Fosu, A. K. (2015a). Growth, inequality and poverty in sub-Saharan Africa: Recent Progress in a global context. Oxford Development Studies, 43(1), 44–59.Google Scholar
  55. Fosu, A., (2015b). Growth and Institutions in African Development, First edited by Augustin K. Fosu, , Routledge Studies in Development Economics: New York.Google Scholar
  56. Fosu, A., (2015c). Growth and institutions in African development, in growth and institutions in African development, first edited by Augustin K. Fosu, 2015, Chapter 1, pp. 1-17, Routledge Studies in Development Economics: New York.Google Scholar
  57. Fosu, K. F., & Abass, A. F. (2019). Domestic credit and export diversification: Africa from a global perspective. Journal of African Business, 20, 160–179.  https://doi.org/10.1080/15228916.2019.1582295.Google Scholar
  58. Gani, A. (2011). Governance and growth in developing countries. Journal of Economic Issues, 45(1), 19–40.Google Scholar
  59. Handley, A. (2015). Varieties of capitalists? The middle-class, private sector and economic outcomes in Africa. Journal of International Development, 27(5), 609–627.Google Scholar
  60. Jolliffe, I. T. (2002) Principal Component Analysis (2nd Ed.) New York: Springer. Kaiser, H. F. (1974) “An index of factorial simplicity” Psychometrika 39(1), pp. 31–36.Google Scholar
  61. Kaiser, H. F. (1974). “An index of factorial simplicity” Psychometrika 39(1), pp. 31–36.Google Scholar
  62. Kaufmann, D., Kraay, A & Mastruzzi, M., (2010). The worldwide governance indicators: Methodology and analytical issues. World Bank Policy Research Working Paper No 5430, Washington.Google Scholar
  63. Kharas, H., (2010). The emerging middle class in developing countries. OECD Development Centre Working Paper No. 285, Paris.Google Scholar
  64. Kodila-Tedika, O., Asongu, S., & Kayembe, J. M. (2016). Middle class in Africa: Determinants and consequences. International Economic Journal, 30(4), 527–549.Google Scholar
  65. Koetter, M., Kolari, J. W., & Spierduk, L., (2008), “Efficient competition ? Testing the ‘quiet life’ of U.S banks with adjusted Lerner indices”, proceedings of the 44th ‘Bank structure and competition’ conference, Federal Reserve Bank of Chicago.Google Scholar
  66. Kriese, M., Abor, J. Y., & Agbloyor, E. (2019). Financial access and economic development: The moderating role of financial consumer protection. International Journal of Managerial Finance.  https://doi.org/10.1108/IJMF-05-2018-0132.
  67. Kuada, J. (2015). Private Enterprise-led economic development in sub-Saharan Africa the human side of growth first edition by Kuada, J. New York: Palgrave Macmillan.Google Scholar
  68. Kumbhakar, S. C., & Lovell, C. A. K. (2000). Stochastic frontier analysis. Cambridge: Cambridge University Press.Google Scholar
  69. Landes, D. (1998). The Wealth and Poverty of Nations. New York: Norton.Google Scholar
  70. Loayza, N, Rigolini, J., & Llorente, G., (2011), “Does middle class bring institutional reforms”, IZA DP No. 6430, Bonn.Google Scholar
  71. Love, I., & Zicchino, L. (2006). Financial Development and Dynamic Investment Behaviour: Evidence from Panel VAR. The Quarterly Review of Economics and Finance, 46(2), 190–210.Google Scholar
  72. Mattes, R. (2015). South Africa's emerging black middle class: A harbinger of political change. Journal of International Development, 27(5), 665–692.Google Scholar
  73. McDonald, J. (2009). Using least squares and Tobit in second stage DEA efficiency analyses. European Journal of Operational Research, 197(2), 792–798.Google Scholar
  74. Michel, J., (2016). “Beyond aid: The integration of sustainable development in a coherent international agenda”, Centre for international private enterprises, http://www.cipe.org/publications/detail/beyond-aid-integration-sustainable-developmentcoherent-international-agenda (Accessed: 19/07/2016).
  75. Mishra, S., Gable, S. L., & Anand, R., (2011), “Service Export Sophsitication and Economic Growth,” World Bank Policy Working Paper No. 5606, Washington.Google Scholar
  76. Mlachila, M., Tapsoba, R., & Tapsoba, S. J. A. (2017). A quality of growth index for developing countries: A proposal. Social Indicators Research, 134(2), 675–710.Google Scholar
  77. Narayan, P. K., Mishra, S., & Narayan, S. (2011). Do market capitalization and stocks traded converge? New global evidence. Journal of Banking and Finance, 35(10), 2771–2781.Google Scholar
  78. Oluwatobi, S., Efobi, U. R., Olurinola, O. I., & Alege, P. (2015). Innovation in Africa: Why institutions matter. South African Journal of Economics, 83(3), 390–410.Google Scholar
  79. Poulton, C. (2014). Democratisation and the political incentives for agricultural policy in Africa. Development Policy Review, 32(S2), S101–S122.Google Scholar
  80. Resnick, D. (2015a). The political economy of Africa's emergent middle class: Retrospect and prospects. Journal of International Development, 27(5), 573–587.Google Scholar
  81. Resnick, D. (2015b). The middle class and democratic consolidation in Zambia. Journal of International Development, 27(5), 693–715.Google Scholar
  82. Rodrik, D., (2015). “Premature deindustrialization”, IAS School of Social Science Economic Working Paper No. 107, Princeton University.Google Scholar
  83. Roodman, D. (2009a). A note on the theme of too many instruments. Oxford Bulletin of Economics and Statistics, 71(1), 135–158.Google Scholar
  84. Roodman, D. (2009b). How to do xtabond2: An introduction to difference and system GMM in Stata. Stata Journal, 9(1), 86–136.Google Scholar
  85. Seneviratne, D., & Sun, Y., (2013), “Infrastructure and income distribution in ASEAN-5: What are the links?” IMF Working Paper no. 13/41, Washington.Google Scholar
  86. Shimeles, A., & Ncube, M. (2015). The making of the middle-class in Africa: Evidence from DHS data. The Journal of Development Studies, 51(2), 178–193.Google Scholar
  87. Sklar, R. (1963). Nigerian political parties. Princeton: Princeton University Press.Google Scholar
  88. Sridharan, E. (2004). The growth and sectoral composition of India’s middle class: Its impact on the politics of economic liberalization. India Review, 3(4), 405–428.Google Scholar
  89. Ssozi, J., & Asongu, S. A. (2016). The effects of remittances on output per worker in sub-Saharan Africa: A production function approach. South African Journal of Economics, 84(3), 400–421.Google Scholar
  90. Tchamyou, V. S. (2017). The role of knowledge economy in African business. Journal of the Knowledge Economy, 8(4), 1189–1228.Google Scholar
  91. Tchamyou, V. S. (2019a). Education, lifelong learning, inequality and financial access: Evidence from African countries. Contemporary Social Science., 1–19.  https://doi.org/10.1080/21582041.2018.1433314.
  92. Tchamyou, V. S. (2019b). The role of information sharing in modulating the effect of financial access on inequality. Journal of African Business, 20(3), 317–338.Google Scholar
  93. Tchamyou, V. S., & Asongu, S. A. (2017). Information sharing and financial sector development in Africa. Journal of African Business, 18(1), 24–49.Google Scholar
  94. Tchamyou, V. S., Erreygers, G., & Cassimon, D. (2019). Inequality, ICT and financial access in Africa. Technological Forecasting and Social Change, 139(February), 169–184.Google Scholar
  95. Tebaldi, E., & Mohan, R. (2010). Institutions and poverty. Journal of Development Studies, 46(6), 1047–1066.Google Scholar
  96. Thurlow, J., Resnick, D., & Ubogu, D. (2015). Matching concepts with measurements: Who belongs to Africa's middle class? Journal of International Development, 27(5), 588–608.Google Scholar
  97. Tsang, E. Y.-H. (2013). The quest for higher education by the Chinese middle class: Retrenching social mobility? Higher Education, 66(6), 653–668.Google Scholar
  98. Tschirley, D., Reardon, T., Dolislager, M., & Snyder, J. (2015). The rise of a middle class in east and southern Africa: Implications for food system transformation. Journal of International Development, 27(5), 628–646.Google Scholar
  99. Van de Walle, N. (2012). Barrington Moore in the tropics: Democracy and the African middle class. LA: Paper prepared for American Political Science Association Annual Meeting in New Orleans.Google Scholar
  100. World Bank (2015). “World Development Indicators”, World Bank Publications http://www.gopa.de/fr/news/world-bank-release-world-development-indicators-2015 (Accessed: 25/04/2015).
  101. Yerrabati, S., & Hawkes, D. (2015). Economic governance and economic growth in south and East Asia & Pacific Region: Evidence from systematic literature reviews and meta-analysis. Advances in Economics and Business, 3(1), 1–21.Google Scholar

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© The International Society for Quality-of-Life Studies (ISQOLS) and Springer Nature B.V. 2019

Authors and Affiliations

  1. 1.Department of EconomicsUniversity of South AfricaPretoriaSouth Africa

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