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Polarization in Higher Education and Technological Leadership

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  • Brezis, Elise
  • Rubin, Amir

Abstract

This paper highlights the role of polarization in higher education as a key factor to technological leadership as well as to labor market inequality. Higher education polarization refers to the widening gap between elite and non-elite universities, primarily in two dimensions: institutional quality and the tightness of student recruitment. This paper introduces a model to analyze the impact of polarization and presents new indices that measure polarization within the higher education system. The model emphasizes that disparities in university quality and recruitment tightness influence a country's technological leadership. Specifically, nations with a high "polarization gap" in higher education tend to lead in technology but also experience higher levels of inequality. In the empirical analysis, we construct indices that measure the polarization gap both in quality and tightness of recruitment as well as an index for leadership in technology. These indices are a new contribution to the field of higher education. The findings reveal a positive correlation between the polarization gap, technological leadership, and inequality among OECD countries. In consequence, this paper shows that a nation implementing a public education policy, which establishes a significant dichotomy between top-tier universities and standard ones, may stimulate progress and technological leadership, at the price of inequality.

Suggested Citation

  • Brezis, Elise & Rubin, Amir, 2025. "Polarization in Higher Education and Technological Leadership," MPRA Paper 124200, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:124200
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    References listed on IDEAS

    as
    1. Georgios Petropoulos & David Pichler & Francesco Chiacchio, 2018. "The impact of industrial robots on EU employment and wages- A local labour market approach," Bruegel Working Papers 25186, Bruegel.
    2. David Klenert & Enrique Fernández-Macías & José-Ignacio Antón, 2023. "Do robots really destroy jobs? Evidence from Europe," Economic and Industrial Democracy, Department of Economic History, Uppsala University, Sweden, vol. 44(1), pages 280-316, February.
    3. Philippe Aghion & Céline Antonin & Simon Bunel, 2019. "Artificial Intelligence, Growth and Employment: The Role of Policy," Economie et Statistique / Economics and Statistics, Institut National de la Statistique et des Etudes Economiques (INSEE), issue 510-511-5, pages 149-164.
    4. Sotiris Blanas & Gino Gancia & Sang Yoon (Tim) Lee, 2019. "Who is afraid of machines?," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 34(100), pages 627-690.
    5. David H. Autor & David Dorn, 2013. "The Growth of Low-Skill Service Jobs and the Polarization of the US Labor Market," American Economic Review, American Economic Association, vol. 103(5), pages 1553-1597, August.
    6. 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.
    7. Daron Acemoglu & Pascual Restrepo, 2017. "Robots and Jobs: Evidence from US Labor Markets," Boston University - Department of Economics - Working Papers Series dp-297, Boston University - Department of Economics.
    8. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The Skill Content of Recent Technological Change: An Empirical Exploration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1279-1333.
    9. Robert J. Barro, 2013. "Education and Economic Growth," Annals of Economics and Finance, Society for AEF, vol. 14(2), pages 301-328, November.
    10. Joseph Zeira, 2009. "Why and How Education Affects Economic Growth," Review of International Economics, Wiley Blackwell, vol. 17(3), pages 602-614, August.
    11. Philippe Aghion & Céline Antonin & Simon Bunel & Xavier Jaravel, 2020. "What Are the Labor and Product Market Effects of Automation? New Evidence from France," Sciences Po Economics Publications (main) hal-03403062, HAL.
    12. 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.
    13. Rodrik, Dani, 2011. "The Future of Convergence," Scholarly Articles 5131504, Harvard Kennedy School of Government.
    14. 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.
    15. Nelson, Richard R., 1990. "U.S. technological leadership: Where did it come from and where did it go?," Research Policy, Elsevier, vol. 19(2), pages 117-132, April.
    16. 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.
    17. David H. Autor, 2015. "Why Are There Still So Many Jobs? The History and Future of Workplace Automation," Journal of Economic Perspectives, American Economic Association, vol. 29(3), pages 3-30, Summer.
    18. Alessandra Bonfiglioli & Rosario Crinò & Harald Fadinger & Gino Gancia, 2024. "Robot Imports and Firm-Level Outcomes," The Economic Journal, Royal Economic Society, vol. 134(664), pages 3428-3444.
    19. Alfred Kleinknecht & Kees Van Montfort & Erik Brouwer, 2002. "The Non-Trivial Choice between Innovation Indicators," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 11(2), pages 109-121.
    20. Michael Spence & Sandile Hlatshwayo, 2012. "The Evolving Structure of the American Economy and the Employment Challenge," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 54(4), pages 703-738, December.
    21. Brezis, Elise S & Krugman, Paul R, 1997. "Technology and the Life Cycle of Cities," Journal of Economic Growth, Springer, vol. 2(4), pages 369-383, December.
    22. Pauline Charnoz & Michael Orand, 2017. "Technical change and automation of routine tasks: Evidence from local labour markets in France, 1999‑2011," Economie et Statistique / Economics and Statistics, Institut National de la Statistique et des Etudes Economiques (INSEE), issue 497-498, pages 103-122.
    23. repec:prs:ecstat:estat_0336-1454_2017_num_497_1_10801 is not listed on IDEAS
    24. Mario Macis & Fabiano Schivardi, 2016. "Exports and Wages: Rent Sharing, Workforce Composition, or Returns to Skills?," Journal of Labor Economics, University of Chicago Press, vol. 34(4), pages 945-978.
    25. Daron Acemoglu & Pascual Restrepo, 2020. "Robots and Jobs: Evidence from US Labor Markets," Journal of Political Economy, University of Chicago Press, vol. 128(6), pages 2188-2244.
    26. Brezis, Elise S. & Hellier, Joël, 2018. "Social mobility at the top and the higher education system," European Journal of Political Economy, Elsevier, vol. 52(C), pages 36-54.
    27. Elise S. Brezis, 2018. "Elitism in Higher Education and Inequality: Why Are the Nordic Countries So Special?," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 53(4), pages 201-208, July.
    28. Elise Brezis & Paul Krugman, 1996. "Immigration, investment, and real wages," Journal of Population Economics, Springer;European Society for Population Economics, vol. 9(1), pages 83-93, February.
    29. David Card & Thomas Lemieux, 2001. "Can Falling Supply Explain the Rising Return to College for Younger Men? A Cohort-Based Analysis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 705-746.
    30. Dani Rodrik, 2011. "The future of economic convergence," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 13-52.
    31. Can Huang & Naubahar Sharif, 2016. "Global technology leadership: The case of China," Science and Public Policy, Oxford University Press, vol. 43(1), pages 62-73.
    32. Brezis, Elise S & Krugman, Paul R & Tsiddon, Daniel, 1993. "Leapfrogging in International Competition: A Theory of Cycles in National Technological Leadership," American Economic Review, American Economic Association, vol. 83(5), pages 1211-1219, December.
    33. Wolfgang Dauth & Sebastian Findeisen & Jens Suedekum & Nicole Woessner, 2018. "Adjusting to Robots: Worker-Level Evidence," Opportunity and Inclusive Growth Institute Working Papers 13, Federal Reserve Bank of Minneapolis.
    34. Eric A. Hanushek & Ludger Wössmann, 2006. "Does Educational Tracking Affect Performance and Inequality? Differences- in-Differences Evidence Across Countries," Economic Journal, Royal Economic Society, vol. 116(510), pages 63-76, March.
    35. Ms. Florence Jaumotte & Ms. Irina Tytell, 2007. "How Has The Globalization of Labor Affected the Labor Income Share in Advanced Countries?," IMF Working Papers 2007/298, International Monetary Fund.
    36. James Bessen, 2019. "Automation and jobs: when technology boosts employment," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 34(100), pages 589-626.
    37. repec:spo:wpmain:info:hdl:2441/170cd4sul89ddpnfuomvfm0jc0 is not listed on IDEAS
    38. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue nov.
    39. repec:spo:wpmain:info:hdl:2441/3n1gbsj6rs80ipqv9d42nfd0ge is not listed on IDEAS
    40. repec:spo:wpmain:info:hdl:2441/7n49nkmngd8448a5ts5gt5ade0 is not listed on IDEAS
    41. Nelson, Richard R & Wright, Gavin, 1992. "The Rise and Fall of American Technological Leadership: The Postwar Era in Historical Perspective," Journal of Economic Literature, American Economic Association, vol. 30(4), pages 1931-1964, December.
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    Keywords

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    JEL classification:

    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology
    • O4 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity

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