IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/67295.html
   My bibliography  Save this paper

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

Author

Listed:
  • Kodila-Tedika, Oasis
  • Asongu, Simplice

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

  • Kodila-Tedika, Oasis & Asongu, Simplice, 2015. "The Effect of Intelligence on Financial Development: A Cross-Country Comparison," MPRA Paper 67295, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:67295
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/67295/1/MPRA_paper_67295.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. Djankov, Simeon & McLiesh, Caralee & Shleifer, Andrei, 2007. "Private credit in 129 countries," Journal of Financial Economics, Elsevier, vol. 84(2), pages 299-329, May.
    7. De Gregorio, Jose, 1996. "Borrowing constraints, human capital accumulation, and growth," Journal of Monetary Economics, Elsevier, vol. 37(1), pages 49-71, February.
    8. 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.
    9. 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.
    10. Sourafel Girma & Anja Shortland, 2008. "The political economy of financial development," Oxford Economic Papers, Oxford University Press, vol. 60(4), pages 567-596, October.
    11. Asongu, Simplice A, 2013. "Finance and growth: New evidence from Meta-analysis," MPRA Paper 52210, University Library of Munich, Germany.
    12. Stulz, Rene M. & Williamson, Rohan, 2003. "Culture, openness, and finance," Journal of Financial Economics, Elsevier, vol. 70(3), pages 313-349, December.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. Potrafke, Niklas, 2012. "Intelligence and corruption," Economics Letters, Elsevier, vol. 114(1), pages 109-112.
    22. 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.
    23. Simplice A. Asongu, 2012. "Law and Finance in Africa," Brussels Economic Review, ULB -- Universite Libre de Bruxelles, vol. 55(4), pages 385-408.
    24. 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.
    25. John Luke Gallup & Jeffrey D. Sachs & Andrew Mellinger, 1999. "Geography and Economic Development," CID Working Papers 1, Center for International Development at Harvard University.
    26. Weede, Erich & Kampf, Sebastian, 2002. "The Impact of Intelligence and Institutional Improvements on Economic Growth," Kyklos, Wiley Blackwell, vol. 55(3), pages 361-380.
    27. 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.
    28. 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.
    29. Isaac Kalonda-Kanyama & Oasis Kodila-Tedika, 2012. "Quality of Institutions : Does Intelligence Matter?," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 201206, University of Kansas, Department of Economics, revised Apr 2012.
    30. 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.
    31. 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.
    32. Kodila-Tedika, Oasis & Mutascu, Mihai, 2014. "Tax Revenues and Intelligence: A Cross-Sectional Evidence," MPRA Paper 57581, University Library of Munich, Germany.
    33. 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.
    34. Gallup, John L. & Sachs, Jeffrey D. & Mellinger, Andrew, "undated". "Geography and Economic Development," Instructional Stata datasets for econometrics geodata, Boston College Department of Economics.
    35. 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.
    36. 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.
    37. 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..
    38. Ram, Rati, 2007. "IQ and economic growth: Further augmentation of Mankiw-Romer-Weil model," Economics Letters, Elsevier, vol. 94(1), pages 7-11, January.
    39. 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.
    40. J. François OUTREVILLE, 1999. "Financial Development, Human Capital And Political Stability," UNCTAD Discussion Papers 142, United Nations Conference on Trade and Development.
    41. 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.
    42. John Luke Gallup & Jeffrey D. Sachs & Andrew Mellinger, 1999. "Geography and Economic Development," CID Working Papers 01A, Center for International Development at Harvard University.
    43. Kodila-Tedika, Oasis & Rindermann, Heiner & Christainsen, Gregory, 2014. "Cognitive capital, governance, and the wealth of nations," MPRA Paper 57563, University Library of Munich, Germany.
    44. Gallup, John & Sachs, Jeffrey, 1999. "Geography and Economic Development," Harvard Institute for International Development (HIID) Papers 294434, Harvard University, Kennedy School of Government.
    45. 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.
    46. Gallup, J.L. & Sachs, J.D. & Mullinger, A., 1999. "Geography and Economic Development," Papers 1, Chicago - Graduate School of Business.
    47. 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.
    48. 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.
    49. Lane, Philip & Milesi-Ferretti, Gian Maria, "undated". "External Wealth of Nations," Instructional Stata datasets for econometrics extwealth, Boston College Department of Economics.
    50. 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.
    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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Oasis Kodila-Tedika & Simplice Asongu & Matthias Cinyabuguma, 2016. "Financial Development and Geographic Isolation: Global Evidence," Working Papers of the African Governance and Development Institute. 16/014, African Governance and Development Institute..
    2. Kodila-Tedika, Oasis & Asongu, Simplice, 2015. "Tribalism and Financial Development," MPRA Paper 67855, University Library of Munich, Germany.
    3. Kodila-Tedika, Oasis & Asongu, Simplice, 2015. "Intelligence, Human Capital and HIV/AIDS: Fresh Exploration," MPRA Paper 68320, University Library of Munich, Germany.
    4. Oasis Kodila-Tedika & Simplice A. Asongu, 2022. "Tribalism and Finance," Journal of Interdisciplinary Economics, , vol. 34(2), pages 162-176, July.
    5. 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.
    6. Oasis Kodila†Tedika & Simplice A. Asongu, 2018. "Does Intelligence Affect Economic Diversification?," German Economic Review, Verein für Socialpolitik, vol. 19(1), pages 74-93, February.
    7. Kodila-Tedika, Oasis & Asongu, Simplice A. & Cinyabuguma, Matthias & Tchamyou, Vanessa S., 2017. "Financial development and prehistoric geographical isolation: global evidence," Financial History Review, Cambridge University Press, vol. 24(3), pages 283-306, December.
    8. Simplice A. Asongu, 2017. "Knowledge Economy Gaps, Policy Syndromes, and Catch-Up Strategies: Fresh South Korean Lessons to Africa," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(1), pages 211-253, March.
    9. Simplice A. Asongu & Oasis Kodila-Tedika, 2018. "“This One Is 400 Libyan Dinars, This One Is 500”: Insights from Cognitive Human Capital and Slave Trade," International Economic Journal, Taylor & Francis Journals, vol. 32(2), pages 291-306, April.
    10. Simplice A. Asongu, 2017. "The Comparative Economics of Knowledge Economy in Africa: Policy Benchmarks, Syndromes, and Implications," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(2), pages 596-637, June.
    11. Simplice A. Asongu & Oasis Kodila-Tedika, 2018. "“This one is 400 Libyan dinars, this one is 500†: Insights from Cognitive Human Capital and Slave Trade," AFEA Working Papers 18/014, African Finance and Economic Association (AFEA).
    12. Pascal Gantenbein & Axel Kind & Christophe Volonté, 2019. "Individualism and Venture Capital: A Cross-Country Study," Management International Review, Springer, vol. 59(5), pages 741-777, October.
    13. Oasis Kodila-Tedika & Simplice Asongu & Florentin Azia-Dimbu, 2016. "The Sensitive Nature of Social Trust to Intelligence," Working Papers of the African Governance and Development Institute. 16/005, African Governance and Development Institute..
    14. Kodila-Tedika, Oasis & Asongu, Simplice & Azia-Dimbu, Florentin, 2015. "Statistics and IQ in Developing Countries: A Note," MPRA Paper 68323, University Library of Munich, Germany.
    15. Balart, Pau & Oosterveen, Matthijs & Webbink, Dinand, 2018. "Test scores, noncognitive skills and economic growth," Economics of Education Review, Elsevier, vol. 63(C), pages 134-153.
    16. Stimpfle, Alexander & Stadelmann, David, 2015. "The Impact of Fundamental Development Factors on Different Income Groups: International Evidence," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113128, Verein für Socialpolitik / German Economic Association.
    17. Bennett, Daniel L. & Faria, Hugo J. & Gwartney, James D. & Morales, Daniel R., 2017. "Economic Institutions and Comparative Economic Development: A Post-Colonial Perspective," World Development, Elsevier, vol. 96(C), pages 503-519.
    18. Rachel L. Mathers & Claudia R. Williamson, 2011. "Cultural Context: Explaining the Productivity of Capitalism," Kyklos, Wiley Blackwell, vol. 64(2), pages 231-252, May.
    19. KAFANDO, Namalguebzanga, 2014. "L'industrialisation de l'Afrique: l'importance des facteurs structurels et du régime de change [The industrialization of Africa: the importance of structural factors and exchange rate regime]," MPRA Paper 68736, University Library of Munich, Germany.
    20. Kyriacou, Andreas P., 2016. "Individualism–collectivism, governance and economic development," European Journal of Political Economy, Elsevier, vol. 42(C), pages 91-104.

    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

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pra:mprapa:67295. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.