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Cognitive ability and economic growth: how much happiness is optimal?

Author

Listed:
  • Nik Ahmad Sufian Burhan

    (Universiti Putra Malaysia
    Universiti Putra Malaysia)

  • Mohamad Fazli Sabri

    (Universiti Putra Malaysia)

  • Heiner Rindermann

    (Chemnitz University of Technology)

Abstract

The cognitive human capital approach assumes that cognitive abilities (CA) enable societies to be innovative and competitive and to achieve higher productivity and prosperity. However, does happiness enhance the effect of CA on economic growth? Our study views happiness as an intrinsic motivator that helps workers be more productive and get the most out of their CA. Regression analyzes using two different measures for CA showed strong evidence that CA generated economic growth from 1960 to 2017, even though it interacted negatively with happiness. These results were found to be robust after controlling for endogeneity bias using instrumental variable for happiness. In addition, the threshold regression analyses revealed significant evidence that the relationships between CAs and growth vary according to happiness levels. Two prominent ranges of threshold were established: γ1 = 4.75–4.96 and γ2 = 6.16–6.43 on the 0 to 10 happiness scale. Accordingly, the effects of CA were smallest in very unhappy countries (happiness

Suggested Citation

  • Nik Ahmad Sufian Burhan & Mohamad Fazli Sabri & Heiner Rindermann, 2023. "Cognitive ability and economic growth: how much happiness is optimal?," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 70(1), pages 63-100, March.
  • Handle: RePEc:spr:inrvec:v:70:y:2023:i:1:d:10.1007_s12232-022-00409-0
    DOI: 10.1007/s12232-022-00409-0
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    as
    1. Eugenio Proto & Andrew J. Oswald, 2017. "National Happiness and Genetic Distance: A Cautious Exploration," Economic Journal, Royal Economic Society, vol. 127(604), pages 2127-2152, September.
    2. Luigino Bruni & Dalila De Rosa & Giovanni Ferri, 2021. "Cooperatives and happiness: cross-country evidence on the role of relational capital," Chapters, in: Luigino Bruni & Alessandra Smerilli & Dalila De Rosa (ed.), A Modern Guide to the Economics of Happiness, chapter 12, pages 243-278, Edward Elgar Publishing.
    3. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    4. Petri Böckerman & Pekka Ilmakunnas, 2012. "The Job Satisfaction-Productivity Nexus: A Study Using Matched Survey and Register Data," ILR Review, Cornell University, ILR School, vol. 65(2), pages 244-262, April.
    5. Dani Rodrik & Arvind Subramanian & Francesco Trebbi, 2004. "Institutions Rule: The Primacy of Institutions Over Geography and Integration in Economic Development," Journal of Economic Growth, Springer, vol. 9(2), pages 131-165, June.
    6. Hanushek, Eric A. & Woessmann, Ludger, 2011. "The Economics of International Differences in Educational Achievement," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 3, chapter 2, pages 89-200, Elsevier.
    7. Oswald, Andrew J, 1997. "Happiness and Economic Performance," Economic Journal, Royal Economic Society, vol. 107(445), pages 1815-1831, November.
    8. Noam Angrist & Simeon Djankov & Pinelopi K. Goldberg & Harry A. Patrinos, 2021. "Measuring human capital using global learning data," Nature, Nature, vol. 592(7854), pages 403-408, April.
    9. Charles Henri DiMaria & Chiara Peroni & Francesco Sarracino, 2020. "Happiness Matters: Productivity Gains from Subjective Well-Being," Journal of Happiness Studies, Springer, vol. 21(1), pages 139-160, January.
    10. Satoshi Kanazawa, 2004. "The Savanna Principle," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 25(1), pages 41-54.
    11. Haggard, Stephan & Tiede, Lydia, 2011. "The Rule of Law and Economic Growth: Where are We?," World Development, Elsevier, vol. 39(5), pages 673-685, May.
    12. Nadir Altinok & Claude Diebolt & Jean-Luc Demeulemeester, 2014. "A new international database on education quality: 1965--2010," Applied Economics, Taylor & Francis Journals, vol. 46(11), pages 1212-1247, April.
    13. 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.
    14. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    15. Bruno S. Frey, 2018. "Economics of Happiness," SpringerBriefs in Economics, Springer, number 978-3-319-75807-7, October.
    16. Paul F. Whiteley, 2000. "Economic Growth and Social Capital," Political Studies, Political Studies Association, vol. 48(3), pages 443-466, June.
    17. 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.
    18. 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.
    19. 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.
    20. Makiko Hori & Yoshinori Kamo, 2018. "Gender Differences in Happiness: the Effects of Marriage, Social Roles, and Social Support in East Asia," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 13(4), pages 839-857, December.
    21. Eugenio Proto & Andrew J. Oswald, 2017. "National Happiness and Genetic Distance: A Cautious Exploration," Economic Journal, Royal Economic Society, vol. 127(604), pages 2127-2152, September.
    22. Jushan Bai & Pierre Perron, 2003. "Critical values for multiple structural change tests," Econometrics Journal, Royal Economic Society, vol. 6(1), pages 72-78, June.
    23. Weede, Erich & Kampf, Sebastian, 2002. "The Impact of Intelligence and Institutional Improvements on Economic Growth," Kyklos, Wiley Blackwell, vol. 55(3), pages 361-380.
    24. Andrew J. Oswald & Eugenio Proto & Daniel Sgroi, 2015. "Happiness and Productivity," Journal of Labor Economics, University of Chicago Press, vol. 33(4), pages 789-822.
    25. Jan-Emmanuel De Neve & Christian Krekel & George Ward, 2019. "Employee wellbeing, productivity and firm performance," CEP Discussion Papers dp1605, Centre for Economic Performance, LSE.
    26. Bruno S. Frey, 2018. "Happiness and Management," SpringerBriefs in Economics, in: Economics of Happiness, chapter 0, pages 55-58, Springer.
    27. B. Grinde, 2002. "Happiness in the Perspective of Evolutionary Psychology," Journal of Happiness Studies, Springer, vol. 3(4), pages 331-354, December.
    28. Rindermann, Heiner & Becker, David, 2018. "FLynn-effect and economic growth: Do national increases in intelligence lead to increases in GDP?," Intelligence, Elsevier, vol. 69(C), pages 87-93.
    29. Hanushek, Eric A. & Woessmann, Ludger, 2015. "The Knowledge Capital of Nations: Education and the Economics of Growth," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262029170, December.
    30. Jones, Garett, 2012. "Cognitive skill and technology diffusion: An empirical test," Economic Systems, Elsevier, vol. 36(3), pages 444-460.
    31. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66, pages 281-281.
    32. Roland Bénabou & Jean Tirole, 2003. "Intrinsic and Extrinsic Motivation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(3), pages 489-520.
    33. Ryan H. Murphy, 2016. "A Comment on "Measuring Economic Freedom: A Comparison of Two Major Sources"," Journal of Private Enterprise, The Association of Private Enterprise Education, vol. 31(Fall 2016), pages 69-91.
    34. Nik Ahmad Sufian Burhan & Razli Che Razak & Saifuzzaman Ibrahim & Muhamad Rosli Selamat & Muhamad Ridhwan Rosli, 2018. "Social Classes of Intelligence, Economic Growth and Technological Achievement: Robust Regression and Outlier Detection," Journal of Interdisciplinary Economics, , vol. 30(2), pages 148-163, July.
    35. Andrew T. Jebb & Louis Tay & Ed Diener & Shigehiro Oishi, 2018. "Happiness, income satiation and turning points around the world," Nature Human Behaviour, Nature, vol. 2(1), pages 33-38, January.
    36. Hayek, F. A., 2011. "The Constitution of Liberty," University of Chicago Press Economics Books, University of Chicago Press, number 9780226315379 edited by Hamowy, Ronald, September.
    37. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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    More about this item

    Keywords

    Cognitive ability; Economic growth; Happiness; Human motivation; Savanna-IQ interaction hypothesis;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • E71 - Macroeconomics and Monetary Economics - - Macro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on the Macro Economy
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • B52 - Schools of Economic Thought and Methodology - - Current Heterodox Approaches - - - Historical; Institutional; Evolutionary; Modern Monetary Theory;

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