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A cross-country empirical test of cognitive abilities and innovation nexus

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  • Azam, Sardor

Abstract

In this study we analyze the relationship between national cognitive abilities and innovational output using data from 124 countries of the world. By employing cross-country IQ scores traditionally used by psychological literature to represent national intelligence, and Economic Complexity Index as a novel measure of innovation, our study shows that there is a positive connection between them. We use a variety of tests to check the robustness of the nexus. Overall, our findings indicate that more intelligent nations export more sophisticated and diverse products to the world market and thus are more innovative. Therefore, developing countries should consider investing in human capital and related institutions if they are to boost innovative capabilities and move up the technology ladder in producing and exporting sophisticated and varied lines of products. This should bring them greater economic diversity which could be a right lever in mitigating negative external shocks.

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  • Azam, Sardor, 2017. "A cross-country empirical test of cognitive abilities and innovation nexus," International Journal of Educational Development, Elsevier, vol. 53(C), pages 128-136.
    • Handle: RePEc:eee:injoed:v:53:y:2017:i:c:p:128-136
    DOI: 10.1016/j.ijedudev.2017.01.003
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    as
    1. Berg, Andrew & Ostry, Jonathan D. & Zettelmeyer, Jeromin, 2012. "What makes growth sustained?," Journal of Development Economics, Elsevier, vol. 98(2), pages 149-166.
    2. Michael Kremer, 1993. "The O-Ring Theory of Economic Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 551-575.
    3. Ricardo A. Lopez, 2007. "Exports and Productivity – Comparable Evidence for 14 Countries," CAEPR Working Papers 2007-028, Center for Applied Economics and Policy Research, Department of Economics, Indiana University Bloomington.
    4. Quamrul Ashraf & Oded Galor, 2008. "Human Genetic Diversity and Comparative Economic Development," 2008 Meeting Papers 617, Society for Economic Dynamics.
    5. 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.
    6. Joachim Wagner, 2016. "Exports and Productivity: A Survey of the Evidence from Firm Level Data," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 1, pages 3-41, World Scientific Publishing Co. Pte. Ltd..
    7. Moshe Buchinsky, 1998. "Recent Advances in Quantile Regression Models: A Practical Guideline for Empirical Research," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 88-126.
    8. Mincer, Jacob, 1984. "Human capital and economic growth," Economics of Education Review, Elsevier, vol. 3(3), pages 195-205, June.
    9. Salahodjaev, Raufhon, 2015. "Intelligence and Shadow Economy: a Cross-Country Empirical Assessment," MPRA Paper 61976, University Library of Munich, Germany.
    10. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    11. Wagner, Joachim & Pertl, Leonhard & Schiavo, Stefano & Muuls, Mirabelle & Pisu, Mauro & Álvarez, Roberto & Jaramillo, Patricio & López, Ricardo A. & Van Biesebroeck, Johannes & Brandt, Loren & Zhang, , 2007. "Exports and productivity: Comparable evidence for 14 countries," ZEW Discussion Papers 07-069, ZEW - Leibniz Centre for European Economic Research.
    12. Jarreau, Joachim & Poncet, Sandra, 2012. "Export sophistication and economic growth: Evidence from China," Journal of Development Economics, Elsevier, vol. 97(2), pages 281-292.
    13. 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.
    14. Soogwan Doh & Zoltán J. Ács, 2015. "Innovation and Social Capital: A Cross-Country Investigation," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 23, pages 442-463, Edward Elgar Publishing.
    15. repec:hal:pseose:hal-00649282 is not listed on IDEAS
    16. Zoltan J. Acs & David B. Audretsch, 2008. "Innovation in Large and Small Firms: An Empirical Analysis," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 1, pages 3-15, Edward Elgar Publishing.
    17. Quamrul Ashraf & Oded Galor, 2013. "The 'Out of Africa' Hypothesis, Human Genetic Diversity, and Comparative Economic Development," American Economic Review, American Economic Association, vol. 103(1), pages 1-46, February.
    18. Carlino, Gerald A. & Chatterjee, Satyajit & Hunt, Robert M., 2007. "Urban density and the rate of invention," Journal of Urban Economics, Elsevier, vol. 61(3), pages 389-419, May.
    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. Ramón E. López & Vinod Thomas & Yan Wang, 2008. "The Quality of Growth," World Bank Publications - Books, The World Bank Group, number 28198.
    21. Furukawa, Yuichi, 2010. "Intellectual property protection and innovation: an inverted-U relationship," Economics Letters, Elsevier, vol. 109(2), pages 99-101, November.
    22. Park, Walter G., 2008. "International patent protection: 1960-2005," Research Policy, Elsevier, vol. 37(4), pages 761-766, May.
    23. Bin Xu & Eric CHiang, 2005. "Trade, Patents and International Technology Diffusion," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 14(1), pages 115-135.
    24. Jones, Garett, 2011. "National IQ and National Productivity: The Hive Mind Across Asia," Asian Development Review, Asian Development Bank, vol. 28(1), pages 51-71.
    25. Robert J. Barro, 2001. "Human Capital and Growth," American Economic Review, American Economic Association, vol. 91(2), pages 12-17, May.
    26. Xu, Bin, 2000. "Trade, FDI, and International Technology Diffusion," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 15, pages 585-601.
    27. Nelson, Richard R. & Nelson, Katherine, 2002. "Technology, institutions, and innovation systems," Research Policy, Elsevier, vol. 31(2), pages 265-272, February.
    28. Garett Jones, 2011. "IQ and national productivity," The New Palgrave Dictionary of Economics,, Palgrave Macmillan.
    29. Sweet, Cassandra Mehlig & Eterovic Maggio, Dalibor Sacha, 2015. "Do Stronger Intellectual Property Rights Increase Innovation?," World Development, Elsevier, vol. 66(C), pages 665-677.
    30. Jones, Garett, 2013. "The O-ring sector and the Foolproof sector: An explanation for skill externalities," Journal of Economic Behavior & Organization, Elsevier, vol. 85(C), pages 1-10.
    31. 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.
    32. Cassiman, Bruno & Golovko, Elena & Martínez-Ros, Ester, 2010. "Innovation, exports and productivity," International Journal of Industrial Organization, Elsevier, vol. 28(4), pages 372-376, July.
    33. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    34. Lall, Sanjaya & Weiss, John & Zhang, Jinkang, 2006. "The "sophistication" of exports: A new trade measure," World Development, Elsevier, vol. 34(2), pages 222-237, February.
    35. Qiu, Larry D. & Lai, Edwin L. -C., 2004. "Protection of trade for innovation: the roles of Northern and Southern Tariffs," Japan and the World Economy, Elsevier, vol. 16(4), pages 449-470, December.
    36. Burhan, Nik Ahmad Sufian & Sidek, Abdul Halim & Kurniawan, Yohan & Mohamad, Mohd Rosli, 2014. "Has Globalization Triggered Collective Impact of National Intelligence on Economic Growth?," MPRA Paper 77316, University Library of Munich, Germany.
    37. Daniel Lederman & William F. Maloney, 2012. "Does What You Export Matter? In Search of Empirical Guidance for Industrial Policies," World Bank Publications - Books, The World Bank Group, number 9371.
    38. Salahodjaev, Raufhon & Azam, Sardor, 2015. "Intelligence and gender (in)equality: empirical evidence from developing countries," MPRA Paper 66295, University Library of Munich, Germany.
    39. Yi Qian, 2007. "Do National Patent Laws Stimulate Domestic Innovation in a Global Patenting Environment? A Cross-Country Analysis of Pharmaceutical Patent Protection, 1978-2002," The Review of Economics and Statistics, MIT Press, vol. 89(3), pages 436-453, August.
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    3. Albassam, Bassam A., 2019. "Building an effective knowledge management system in Saudi Arabia using the principles of good governance," Resources Policy, Elsevier, vol. 64(C).

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    More about this item

    Keywords

    IQ; Intelligence; Economic complexity index; Innovation;
    All these keywords.

    JEL classification:

    • F10 - International Economics - - Trade - - - General
    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights

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