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The Effect of Intelligence on Financial Development: A Cross-Country Comparison

Author

Listed:
  • Oasis Kodila-Tedika

    (Université de Kinshasa Département d’Eco)

  • Simplice Asongu

    (Yaoundé/Cameroun)

Abstract
We assess the correlations between intelligence and financial development in 123 countries using data averages from 2000-2010. Human capital is measured in terms of IQ, cognitive ability & cognitive skills, while financial development is appreciated both from financial intermediary and stock market development perspectives. Short-term financial measures are private and domestic credits whereas long-term financial indicators include: stock market capitalization, stock market value traded and turnover ratio. The following findings are established. (1) With respect to private credit, the positive correlations of IQ and cognitive ability are broadly similar while that of cognitive skills is substantially higher in terms of magnitude. (2) The correlation between intelligence and other financial variables are broadly similar. (3) The underlying findings are broadly confirmed in terms of sign of correlation, though the magnitude of correlation is higher (lower) with the addition of social capital or ethnic fractionalization (institutions or income). (4) When continents are excluded to control for extreme effects, baseline results are confirmed and the following on order of continental importance in financial development is established in increasing magnitude: Africa, Americas, Oceania, Europe & Asia.

Suggested Citation

  • Oasis Kodila-Tedika & Simplice Asongu, 2015. "The Effect of Intelligence on Financial Development: A Cross-Country Comparison," Working Papers of the African Governance and Development Institute. 15/002, African Governance and Development Institute..
    • Handle: RePEc:agd:wpaper:15/002
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    1. La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei & Vishny, Robert, 1999. "The Quality of Government," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 15(1), pages 222-279, April.
    2. J. François OUTREVILLE, 1999. "Financial Development, Human Capital And Political Stability," UNCTAD Discussion Papers 142, United Nations Conference on Trade and Development.
    3. Eric Hanushek & Ludger Woessmann, 2012. "Do better schools lead to more growth? Cognitive skills, economic outcomes, and causation," Journal of Economic Growth, Springer, vol. 17(4), pages 267-321, December.
    4. Baltagi, Badi H. & Demetriades, Panicos O. & Law, Siong Hook, 2009. "Financial development and openness: Evidence from panel data," Journal of Development Economics, Elsevier, vol. 89(2), pages 285-296, July.
    5. Andrei Shleifer & Florencio Lopez-de-Silanes & Rafael La Porta, 2008. "The Economic Consequences of Legal Origins," Journal of Economic Literature, American Economic Association, vol. 46(2), pages 285-332, June.
    6. Simplice A. Asongu, 2014. "Knowledge Economy and Financial Sector Competition in African Countries," African Development Review, African Development Bank, vol. 26(2), pages 333-346, June.
    7. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2004. "The Role of Social Capital in Financial Development," American Economic Review, American Economic Association, vol. 94(3), pages 526-556, June.
    8. Simplice A Asongu, 2013. "The ‘Knowledge Economy'-finance nexus: how do IPRs matter in SSA and MENA countries?," Economics Bulletin, AccessEcon, vol. 33(1), pages 78-94.
    9. Simplice Asongu, 2014. "How Would Monetary Policy Matter In The Proposed African Monetary Unions? Evidence From Output And Prices," The African Finance Journal, Africagrowth Institute, vol. 16(2), pages 34-63.
    10. Bernheim, B. Douglas & Garrett, Daniel M. & Maki, Dean M., 2001. "Education and saving:: The long-term effects of high school financial curriculum mandates," Journal of Public Economics, Elsevier, vol. 80(3), pages 435-465, June.
    11. John Luke Gallup & Jeffrey D. Sachs & Andrew Mellinger, 1999. "Geography and Economic Development," CID Working Papers 01A, Center for International Development at Harvard University.
    12. Angel de la Fuente & Rafael Doménech, 2006. "Human Capital in Growth Regressions: How Much Difference Does Data Quality Make?," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 1-36, March.
    13. Simplice Asongu, 2015. "Financial Sector Competition and Knowledge Economy: Evidence from SSA and MENA Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 6(4), pages 717-748, December.
    14. Djankov, Simeon & McLiesh, Caralee & Shleifer, Andrei, 2007. "Private credit in 129 countries," Journal of Financial Economics, Elsevier, vol. 84(2), pages 299-329, May.
    15. De Gregorio, Jose, 1996. "Borrowing constraints, human capital accumulation, and growth," Journal of Monetary Economics, Elsevier, vol. 37(1), pages 49-71, February.
    16. La Porta, Rafael & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1997. "Legal Determinants of External Finance," Journal of Finance, American Finance Association, vol. 52(3), pages 1131-1150, July.
    17. Isaac Kalonda-Kanyama & Oasis Kodila-Tedika, 2012. "Quality of Institutions: Does Intelligence Matter?," Working Papers 308, Economic Research Southern Africa.
    18. Oasis Kodila-Tedika & Remy Bolito-Losembe, 2014. "Poverty and Intelligence: Evidence using Quantile Regression," Economic Research Guardian, Weissberg Publishing, vol. 4(1), pages 25-32, June.
    19. Kodila-Tedika, Oasis & Rindermann, Heiner & Christainsen, Gregory, 2014. "Cognitive capital, governance, and the wealth of nations," MPRA Paper 57563, University Library of Munich, Germany.
    20. Gallup, John & Sachs, Jeffrey, 1999. "Geography and Economic Development," Harvard Institute for International Development (HIID) Papers 294434, Harvard University, Kennedy School of Government.
    21. Sourafel Girma & Anja Shortland, 2008. "The political economy of financial development," Oxford Economic Papers, Oxford University Press, vol. 60(4), pages 567-596, October.
    22. Asongu, Simplice A, 2013. "Finance and growth: New evidence from Meta-analysis," MPRA Paper 52210, University Library of Munich, Germany.
    23. Evans, Alun Dwyfor & Green, Christopher J & Murinde, Victor, 2002. "Human Capital and Financial Development in Economic Growth: New Evidence Using the Translog Production Function," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 7(2), pages 123-140, April.
    24. Potrafke, Niklas, 2012. "Intelligence and corruption," Economics Letters, Elsevier, vol. 114(1), pages 109-112.
    25. Stulz, Rene M. & Williamson, Rohan, 2003. "Culture, openness, and finance," Journal of Financial Economics, Elsevier, vol. 70(3), pages 313-349, December.
    26. Simplice A. Asongu, 2013. "African Stock Market Performance Dynamics: A Multidimensional Convergence Assessment," Journal of African Business, Taylor & Francis Journals, vol. 14(3), pages 186-201, December.
    27. Daniel Cohen & Marcelo Soto, 2007. "Growth and human capital: good data, good results," Journal of Economic Growth, Springer, vol. 12(1), pages 51-76, March.
    28. Gallup, J.L. & Sachs, J.D. & Mullinger, A., 1999. "Geography and Economic Development," Papers 1, Chicago - Graduate School of Business.
    29. Agbloyor, Elikplimi Komla & Abor, Joshua Yindenaba & Adjasi, Charles Komla Delali & Yawson, Alfred, 2014. "Private capital flows and economic growth in Africa: The role of domestic financial markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 30(C), pages 137-152.
    30. John Luke Gallup & Jeffrey D. Sachs & Andrew D. Mellinger, 1999. "Geography and Economic Development," International Regional Science Review, , vol. 22(2), pages 179-232, August.
    31. Joseph Muchai, 2013. "Assessing The Finance - Growth Channel In Kenya: A VAR Analysis," The African Finance Journal, Africagrowth Institute, vol. 15(2), pages 66-84.
    32. Lane, Philip R. & Milesi-Ferretti, Gian Maria, 2007. "The external wealth of nations mark II: Revised and extended estimates of foreign assets and liabilities, 1970-2004," Journal of International Economics, Elsevier, vol. 73(2), pages 223-250, November.
    33. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    34. Garett Jones & W. Schneider, 2006. "Intelligence, Human Capital, and Economic Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach," Journal of Economic Growth, Springer, vol. 11(1), pages 71-93, March.
    35. Eric A. Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Journal of Economic Literature, American Economic Association, vol. 46(3), pages 607-668, September.
    36. Erich Weede & Sebastian Kämpf, 2002. "The Impact of Intelligence and Institutional Improvements on Economic Growth," Kyklos, Wiley Blackwell, vol. 55(3), pages 361-380, August.
    37. Lane, Philip & Milesi-Ferretti, Gian Maria, "undated". "External Wealth of Nations," Instructional Stata datasets for econometrics extwealth, Boston College Department of Economics.
    38. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    39. Simplice A. Asongu, 2012. "Law and Finance in Africa," Brussels Economic Review, ULB -- Universite Libre de Bruxelles, vol. 55(4), pages 385-408.
    40. John Luke Gallup & Jeffrey D. Sachs & Andrew Mellinger, 1999. "Geography and Economic Development," CID Working Papers 1, Center for International Development at Harvard University.
    41. repec:bla:kyklos:v:55:y:2002:i:3:p:361-80 is not listed on IDEAS
    42. Simplice A. Asongu, 2013. "Real and monetary policy convergence: EMU crisis to the CFA zone," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 5(1), pages 20-38, April.
    43. Simplice Asongu, 2014. "Financial development dynamic thresholds of financial globalization," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 41(2), pages 166-195, March.
    44. Oasis Kodila-Tedika, 2014. "Governance and Intelligence: Empirical Analysis from African Data," Journal of African Development, African Finance and Economic Association (AFEA), vol. 16(1), pages 83-97.
    45. Kodila-Tedika, Oasis & Mutascu, Mihai, 2014. "Tax Revenues and Intelligence: A Cross-Sectional Evidence," MPRA Paper 57581, University Library of Munich, Germany.
    46. Gallup, John L. & Sachs, Jeffrey D. & Mellinger, Andrew, "undated". "Geography and Economic Development," Instructional Stata datasets for econometrics geodata, Boston College Department of Economics.
    47. Thorsten Beck & Asli Demirgüç-Kunt & Ross Levine, 2010. "Financial Institutions and Markets across Countries and over Time: The Updated Financial Development and Structure Database," The World Bank Economic Review, World Bank, vol. 24(1), pages 77-92, January.
    48. Beck, Thorsten & Levine, Ross & Loayza, Norman, 2000. "Finance and the sources of growth," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 261-300.
    49. Asongu Simplice, 2011. "Government Quality Determinants of Stock Market Performance in African Countries," Working Papers of the African Governance and Development Institute. 11/019, African Governance and Development Institute..
    50. Ram, Rati, 2007. "IQ and economic growth: Further augmentation of Mankiw-Romer-Weil model," Economics Letters, Elsevier, vol. 94(1), pages 7-11, January.
    51. Hannu Tanninen, 1999. "Income inequality, government expenditures and growth," Applied Economics, Taylor & Francis Journals, vol. 31(9), pages 1109-1117.
    52. Ang, James B. & Kumar, Sanjesh, 2014. "Financial development and barriers to the cross-border diffusion of financial innovation," Journal of Banking & Finance, Elsevier, vol. 39(C), pages 43-56.
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    More about this item

    Keywords

    Financial development; Intelligence; Skill; Human Capital;
    All these keywords.

    JEL classification:

    • E01 - Macroeconomics and Monetary Economics - - General - - - Measurement and Data on National Income and Product Accounts and Wealth; Environmental Accounts
    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • I20 - Health, Education, and Welfare - - Education - - - General
    • I29 - Health, Education, and Welfare - - Education - - - Other

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