IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/77316.html
   My bibliography  Save this paper

Has Globalization Triggered Collective Impact of National Intelligence on Economic Growth?

Author

Listed:
  • Burhan, Nik Ahmad Sufian
  • Sidek, Abdul Halim
  • Kurniawan, Yohan
  • Mohamad, Mohd Rosli

Abstract

Previous studies found that the impact of intelligence (IQ) on productivity is larger at country level than at individual level. Labor works in clusters at the country level, and therefore, the effect of individual skill complementarities collectively magnifies per capita income at the national level, which is consistent with the O-ring theory of economic development. The main feature of the O-ring theory is positive assortative matching, in which individuals can augment productivity per capita when they team up with other individuals with equivalent levels of skills. We investigated whether global integration would intensify this impact owing to global interconnectivity of skills and intellectual ideas. By extending the O-ring theory, we examined the role of economic globalization (i.e., actual flows and restrictions), social globalization (i.e., personal contact, information flows, and cultural proximity), and political globalization in moderating the impact of national IQ on the economic growth of more than 110 countries during 1970–2010. The results of our hierarchical multiple regressions suggest that IQ rather than economic, political, or social globalization has the strongest impact on economic growth. Moreover, moderation analysis revealed that globalization has reduced the impact of national IQ on economic growth at the cross-country level. We suggest that within the context of globalization, friction was present in the matching market and cognitive skill-sorting inefficiencies, which reduced the collective impact of IQ on economic growth.

Suggested Citation

  • 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.
  • Handle: RePEc:pra:mprapa:77316
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/77316/1/MPRA_paper_77316.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Gavrilova, Evelina, 2019. "A partner in crime: Assortative matching and bias in the crime market," Journal of Economic Behavior & Organization, Elsevier, vol. 159(C), pages 598-612.
    3. James Albrecht & Susan Vroman, 2002. "A Matching Model with Endogenous Skill Requirements," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(1), pages 283-305, February.
    4. 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.
    5. Robert J. McCann & Xianwen Shi & Aloysius Siow & Ronald Wolthoff, 2012. "Becker Meets Ricardo: Multisector Matching with Social and Cognitive Skills," Working Papers tecipa-454, University of Toronto, Department of Economics.
    6. Lagerström, Katarina & Andersson, Maria, 2003. "Creating and sharing knowledge within a transnational team--the development of a global business system," Journal of World Business, Elsevier, vol. 38(2), pages 84-95, May.
    7. Giorgio Brunello & Maria De Paola & Vincenzo Scoppa, 2010. "Peer Effects In Higher Education: Does The Field Of Study Matter?," Economic Inquiry, Western Economic Association International, vol. 48(3), pages 621-634, July.
    8. Davidson, Carl & Heyman, Fredrik & Matusz, Steven & Sjöholm, Fredrik & Zhu, Susan Chun, 2014. "Globalization and imperfect labor market sorting," Journal of International Economics, Elsevier, vol. 94(2), pages 177-194.
    9. Carl Davidson & Fredrik Heyman & Steven Matusz & Fredrik Sjoholm & Susan Chun Zhu, 2012. "Liberalized Trade and Worker-Firm Matching," American Economic Review, American Economic Association, vol. 102(3), pages 429-434, May.
    10. John M. Abowd & Francis Kramarz & David N. Margolis, 1999. "High Wage Workers and High Wage Firms," Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
    11. Garett Jones & W. Joel Schneider, 2010. "Iq In The Production Function: Evidence From Immigrant Earnings," Economic Inquiry, Western Economic Association International, vol. 48(3), pages 743-755, July.
    12. Mikael Lindahl & Alan B. Krueger, 2001. "Education for Growth: Why and for Whom?," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1101-1136, December.
    13. Gao Shangquan, 2000. "Economic Globalization: Trends, Risks and Risk Prevention," CDP Background Papers 001, United Nations, Department of Economics and Social Affairs.
    14. Daron Acemoglu, 1999. "Changes in Unemployment and Wage Inequality: An Alternative Theory and Some Evidence," American Economic Review, American Economic Association, vol. 89(5), pages 1259-1278, December.
    15. Audretsch, David B. & Feldman, Maryann P., 2004. "Knowledge spillovers and the geography of innovation," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 61, pages 2713-2739, Elsevier.
    16. Jeffrey R Kling & Jeffrey B Liebman & Lawrence F Katz, 2007. "Experimental Analysis of Neighborhood Effects," Econometrica, Econometric Society, vol. 75(1), pages 83-119, January.
    17. Alexandre Mas & Enrico Moretti, 2009. "Peers at Work," American Economic Review, American Economic Association, vol. 99(1), pages 112-145, March.
    18. Ivan Turok, 2004. "Cities, Regions and Competitiveness," Regional Studies, Taylor & Francis Journals, vol. 38(9), pages 1069-1083.
    19. Andrew D. Foster & Mark R. Rosenzweig, 1996. "Comparative Advantage, Information and the Allocation of Workers to Tasks: Evidence from an Agricultural Labour Market," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 63(3), pages 347-374.
    20. Mark Owens, 2012. "Responsibility-Alleviation and Other-Regarding Preferences with Peer Workers in Labor Markets: An Experimental Investigation," Journal of Labor Research, Springer, vol. 33(3), pages 353-369, September.
    21. Jeremy Greenwood & Nezih Guner & Georgi Kocharkov & Cezar Santos, 2014. "Marry Your Like: Assortative Mating and Income Inequality," American Economic Review, American Economic Association, vol. 104(5), pages 348-353, May.
    22. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    23. Robert Shimer & Lones Smith, 2000. "Assortative Matching and Search," Econometrica, Econometric Society, vol. 68(2), pages 343-370, March.
    24. Andy Green & Germ Janmaat & Helen Cheng, 2011. "Social Cohesion: Converging And Diverging Trends," National Institute Economic Review, National Institute of Economic and Social Research, vol. 215(1), pages 6-22, January.
    25. Bagues, Manuel & Perez-Villadoniga, Maria J., 2012. "Do recruiters prefer applicants with similar skills? Evidence from a randomized natural experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 82(1), pages 12-20.
    26. Ettore Damiano & Hao Li & Wing Suen, 2005. "Unravelling of Dynamic Sorting," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(4), pages 1057-1076.
    27. Michael Stuetzer & Martin Obschonka & Udo Brixy & Rolf Sternberg & Uwe Cantner, 2014. "Regional characteristics, opportunity perception and entrepreneurial activities," Small Business Economics, Springer, vol. 42(2), pages 221-244, February.
    28. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    29. Edward Miguel & Michael Kremer, 2004. "Worms: Identifying Impacts on Education and Health in the Presence of Treatment Externalities," Econometrica, Econometric Society, vol. 72(1), pages 159-217, January.
    30. Elhanan Helpman & Oleg Itskhoki & Stephen Redding, 2010. "Inequality and Unemployment in a Global Economy," Econometrica, Econometric Society, vol. 78(4), pages 1239-1283, July.
    31. Jenny Minier, 2007. "Nonlinearities and Robustness in Growth Regressions," American Economic Review, American Economic Association, vol. 97(2), pages 388-392, May.
    32. Aschhoff, Birgit & Grimpe, Christoph, 2012. "Peer effects and academics' industry involvement: The moderating role of age on professional imprinting," ZEW Discussion Papers 12-011, ZEW - Leibniz Centre for European Economic Research.
    33. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    34. Peter J. Klenow & Mark Bils, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December.
    35. Axel Dreher, 2006. "Does globalization affect growth? Evidence from a new index of globalization," Applied Economics, Taylor & Francis Journals, vol. 38(10), pages 1091-1110.
    36. N. Gregory Mankiw & David Romer & David Weil, 1990. "A Contribution to the Empirics of Economic Growth," Working Papers 1990-24, Brown University, Department of Economics.
    37. 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.
    38. Coburn, David, 2000. "Income inequality, social cohesion and the health status of populations: the role of neo-liberalism," Social Science & Medicine, Elsevier, vol. 51(1), pages 135-146, July.
    39. Daron Acemoglu, 1996. "A Microfoundation for Social Increasing Returns in Human Capital Accumulation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 779-804.
    40. Pencavel, John, 1998. "Assortative Mating by Schooling and the Work Behavior of Wives and Husbands," American Economic Review, American Economic Association, vol. 88(2), pages 326-329, May.
    41. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    42. 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.
    43. Gwartney, James & Lawson, Robert, 2003. "The concept and measurement of economic freedom," European Journal of Political Economy, Elsevier, vol. 19(3), pages 405-430, September.
    44. Godlonton, Susan & Thornton, Rebecca, 2012. "Peer effects in learning HIV results," Journal of Development Economics, Elsevier, vol. 97(1), pages 118-129.
    45. 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.
    46. 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.
    47. Lones Smith, 2006. "The Marriage Model with Search Frictions," Journal of Political Economy, University of Chicago Press, vol. 114(6), pages 1124-1146, December.
    48. Weede, Erich & Kampf, Sebastian, 2002. "The Impact of Intelligence and Institutional Improvements on Economic Growth," Kyklos, Wiley Blackwell, vol. 55(3), pages 361-380.
    49. Costanzo Ranci, 2011. "Competitiveness and Social Cohesion in Western European Cities," Urban Studies, Urban Studies Journal Limited, vol. 48(13), pages 2789-2804, October.
    50. Scott E. Carrell & Richard L. Fullerton & James E. West, 2009. "Does Your Cohort Matter? Measuring Peer Effects in College Achievement," Journal of Labor Economics, University of Chicago Press, vol. 27(3), pages 439-464, July.
    51. Coburn, David, 2004. "Beyond the income inequality hypothesis: class, neo-liberalism, and health inequalities," Social Science & Medicine, Elsevier, vol. 58(1), pages 41-56, January.
    52. Jerik Hanushek & Dennis Kimko, 2006. "Schooling, Labor-force Quality, and the Growth of Nations," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 1, pages 154-193.
    53. Becker, Gary S, 1973. "A Theory of Marriage: Part I," Journal of Political Economy, University of Chicago Press, vol. 81(4), pages 813-846, July-Aug..
    54. Ram, Rati, 2007. "IQ and economic growth: Further augmentation of Mankiw-Romer-Weil model," Economics Letters, Elsevier, vol. 94(1), pages 7-11, January.
    55. Arcand, Jean-Louis & Fafchamps, Marcel, 2012. "Matching in community-based organizations," Journal of Development Economics, Elsevier, vol. 98(2), pages 203-219.
    56. Burhan, Nik Ahmad Sufian & Mohamad, Mohd Rosli & Kurniawan, Yohan & Sidek, Abdul Halim, 2014. "National Intelligence, Basic Human Needs, and Their Effect on Economic Growth," MPRA Paper 77267, University Library of Munich, Germany.
    57. Ayda Eraydin, 2008. "The Impact of Globalisation on Different Social Groups: Competitiveness, Social Cohesion and Spatial Segregation in Istanbul," Urban Studies, Urban Studies Journal Limited, vol. 45(8), pages 1663-1691, July.
    58. Burhan, Nik Ahmad Sufian & Mohamad, Mohd Rosli & Kurniawan, Yohan & Sidek, Abdul Halim, 2014. "The Impact of Low, Average, and High IQ on Economic Growth and Technological Progress: Do All Individuals Contribute Equally?," MPRA Paper 77321, University Library of Munich, Germany.
    59. Davidson, Carl & Matusz, Steven J. & Shevchenko, Andrei, 2008. "Globalization and firm level adjustment with imperfect labor markets," Journal of International Economics, Elsevier, vol. 75(2), pages 295-309, July.
    60. Udo Staber, 2007. "Contextualizing Research on Social Capital in Regional Clusters," International Journal of Urban and Regional Research, Wiley Blackwell, vol. 31(3), pages 505-521, September.
    61. Jagdish N. Bhagwati, 2004. "In Defense of Globalization: It Has a Human Face," Rivista di Politica Economica, SIPI Spa, vol. 94(6), pages 9-20, November-.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. 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.
    2. Burhan, Nik Ahmad Sufian & Che Razak, Razli & Rosli, Muhamad Ridhwan & Selamat, Muhamad Rosli, 2017. "The Bell Curve of Intelligence, Economic Growth and Technological Achievement: How Robust is the Cross-Country Evidence?," MPRA Paper 77469, University Library of Munich, Germany.
    3. Burhan, Nik Ahmad Sufian & Che Razak, Razli & Salleh, Fauzilah & Labastida Tovar, María Elena, 2017. "Intelligence and the Ease of Doing Business: Does Intellectual Class Facilitate Leadership and Entrepreneurship?," MPRA Paper 77503, University Library of Munich, Germany.
    4. Svetlana S. Morkovina & Alexandr S. Natsubidze & Margarita S. Irizepova & Nikolai G. Sinyavsky & Vladimir V. Chashchin, 2016. "Transnational Business as a Manifestation of the Integration of the Global Economy and a Driving Force of its Development," Contemporary Economics, University of Economics and Human Sciences in Warsaw., vol. 10(4), December.
    5. Burhan, Nik Ahmad Sufian & Md. Yunus, Melor & Tovar, María Elena Labastida & Burhan, Nik Mohd Ghazi, 2016. "Why are cognitive abilities of children so different across countries? The link between major socioeconomic factors and PISA test scores," MPRA Paper 77239, University Library of Munich, Germany.
    6. Antonio Rodríguez Andrés & Raufhon Salahodjaev, 2016. "Do cognitive able societies nurture entrepreneurs?," Economics Bulletin, AccessEcon, vol. 36(3), pages 1453-1462.
    7. Salahodjaev, Raufhon & Azam, Sardor, 2015. "Intelligence and gender (in)equality: empirical evidence from developing countries," MPRA Paper 66295, University Library of Munich, Germany.

    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. Burhan, Nik Ahmad Sufian & Che Razak, Razli & Rosli, Muhamad Ridhwan & Selamat, Muhamad Rosli, 2017. "The Bell Curve of Intelligence, Economic Growth and Technological Achievement: How Robust is the Cross-Country Evidence?," MPRA Paper 77469, University Library of Munich, Germany.
    2. Gianluca Orefice & Giovanni Peri, 2020. "Immigration and Worker-Firm Matching," Working Papers DT/2020/02, DIAL (Développement, Institutions et Mondialisation).
    3. Michael S. Delgado & Daniel J. Henderson & Christopher F. Parmeter, 2014. "Does Education Matter for Economic Growth?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(3), pages 334-359, June.
    4. Ulaşan, Bülent, 2012. "Cross-country growth empirics and model uncertainty: An overview," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 6, pages 1-69.
    5. Lenkei, Balint & Mustafa, Ghulam & Vecchi, Michela, 2018. "Growth in emerging economies: Is there a role for education?," Economic Modelling, Elsevier, vol. 73(C), pages 240-253.
    6. Lim, Jamus Jerome & Adams-Kane, Jonathon, 2008. "Institutions, Education, and Economic Performance," MPRA Paper 11800, University Library of Munich, Germany.
    7. Davidson, Carl & Heyman, Fredrik & Matusz, Steven & Sjöholm, Fredrik & Zhu, Susan Chun, 2014. "Globalization and imperfect labor market sorting," Journal of International Economics, Elsevier, vol. 94(2), pages 177-194.
    8. Burhan, Nik Ahmad Sufian & Mohamad, Mohd Rosli & Kurniawan, Yohan & Sidek, Abdul Halim, 2014. "The Impact of Low, Average, and High IQ on Economic Growth and Technological Progress: Do All Individuals Contribute Equally?," MPRA Paper 77321, University Library of Munich, Germany.
    9. Zhang, Xiaobei & Wang, Xiaojun, 2021. "Measures of human capital and the mechanics of economic growth," China Economic Review, Elsevier, vol. 68(C).
    10. Bloom, David E. & Canning, David & Kotschy, Rainer & Prettner, Klaus & Schünemann, Johannes, 2024. "Health and economic growth: Reconciling the micro and macro evidence," World Development, Elsevier, vol. 178(C).
    11. Isaac Kalonda-Kanyama & Oasis Kodila-Tedika, 2012. "Quality of Institutions: Does Intelligence Matter?," Working Papers 308, Economic Research Southern Africa.
    12. Elhanan Helpman & Oleg Itskhoki & Stephen Redding, 2010. "Inequality and Unemployment in a Global Economy," Econometrica, Econometric Society, vol. 78(4), pages 1239-1283, July.
    13. Suri, Tavneet & Boozer, Michael A. & Ranis, Gustav & Stewart, Frances, 2011. "Paths to Success: The Relationship Between Human Development and Economic Growth," World Development, Elsevier, vol. 39(4), pages 506-522, April.
    14. Middendorf Torge, 2006. "Human Capital and Economic Growth in OECD Countries," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 226(6), pages 670-686, December.
    15. Angel de la Fuente & Antonio Ciccone, 2003. "Human capital in a global and knowledge-based economy," UFAE and IAE Working Papers 562.03, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    16. Marcelo Soto, 2006. "Estimating the Social Return on Schooling," Papers of the Annual IUE-SUNY Cortland Conference in Economics, in: Oguz Esen & Ayla Ogus (ed.), Proceedings of the Conference on Human and Economic Resources, pages 43-65, Izmir University of Economics.
    17. Hideki Toya & Mark Skidmore & Raymond Robertson, 2010. "A Reevaluation of the Effect of Human Capital Accumulation on Economic Growth Using Natural Disasters as an Instrument," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 36(1), pages 120-137.
    18. Serge Coulombe & Jean-Francois Tremblay, 2009. "Education, Productivity and Economic Growth: A Selective Review of the Evidence," International Productivity Monitor, Centre for the Study of Living Standards, vol. 18, pages 3-24, Spring.
    19. Jones, C.I., 2016. "The Facts of Economic Growth," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 3-69, Elsevier.
    20. Cameron, Gavin & Proudman, James & Redding, Stephen, 2005. "Technological convergence, R&D, trade and productivity growth," European Economic Review, Elsevier, vol. 49(3), pages 775-807, April.

    More about this item

    Keywords

    national IQ; collective IQ; economic growth; globalization; positive assortative matching.;
    All these keywords.

    JEL classification:

    • D7 - Microeconomics - - Analysis of Collective Decision-Making
    • F62 - International Economics - - Economic Impacts of Globalization - - - Macroeconomic Impacts
    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

    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:77316. 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.