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Informal networks and education choice: A dynamic macro model

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  • Cafferata, Alessia
  • Radi, Davide
  • Ravasi, Daniele

Abstract

This study examines the temporal evolution of the share of educated workers within a discrete-time macroeconomic model. The decision to pursue education is modeled endogenously through a modified replicator equation that captures the influence of homophily, social learning, and herding behavior. Building on the literature on informal networks , this adaptive process addresses labor market information asymmetries, which can be partially alleviated through personal connections. In particular, when a young agent’s parental network includes both educated and uneducated individuals, it enhances the agent’s ability to evaluate the returns to education. By incorporating an intergenerational productivity spillover, we are able to model how this rigidity affects both educational attainment and economic growth.

Suggested Citation

  • Cafferata, Alessia & Radi, Davide & Ravasi, Daniele, 2025. "Informal networks and education choice: A dynamic macro model," Economic Modelling, Elsevier, vol. 151(C).
  • Handle: RePEc:eee:ecmode:v:151:y:2025:i:c:s0264999325001695
    DOI: 10.1016/j.econmod.2025.107174
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    1. Montgomery, James D, 1991. "Social Networks and Labor-Market Outcomes: Toward an Economic Analysis," American Economic Review, American Economic Association, vol. 81(5), pages 1407-1418, December.
    2. Bleemer, Zachary & Zafar, Basit, 2018. "Intended college attendance: Evidence from an experiment on college returns and costs," Journal of Public Economics, Elsevier, vol. 157(C), pages 184-211.
    3. Galor, Oded & Tsiddon, Daniel, 1997. "Technological Progress, Mobility, and Economic Growth," American Economic Review, American Economic Association, vol. 87(3), pages 363-382, June.
    4. Philip Oreopoulos & Ryan Dunn, 2013. "Information and College Access: Evidence from a Randomized Field Experiment," Scandinavian Journal of Economics, Wiley Blackwell, vol. 115(1), pages 3-26, January.
    5. Getachew, Yoseph, 2024. "Effects of higher education subsidies on equity and efficiency across developmental stages," Economic Modelling, Elsevier, vol. 136(C).
    6. Oded Galor & Joseph Zeira, 1993. "Income Distribution and Macroeconomics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(1), pages 35-52.
    7. Philippe Aghion & Abhijit Banerjee & Thomas Piketty, 1999. "Dualism and Macroeconomic Volatility," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(4), pages 1359-1397.
    8. Hornstein, Andreas & Krusell, Per & Violante, Giovanni L., 2005. "The Effects of Technical Change on Labor Market Inequalities," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 20, pages 1275-1370, Elsevier.
    9. Tournemaine, Frederic & Tsoukis, Christopher, 2015. "The growth–distribution nexus in a mixed regime of education with a status motive: On the macroeconomics of the welfare state," Economic Modelling, Elsevier, vol. 47(C), pages 235-243.
    10. Philippe Aghion & Patrick Bolton, 1992. "An Incomplete Contracts Approach to Financial Contracting," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 59(3), pages 473-494.
    11. Günther Rehme, 2007. "Education, Economic Growth and Measured Income Inequality," Economica, London School of Economics and Political Science, vol. 74(295), pages 493-514, August.
    12. John Hassler & José Rodríguez Mora & Joseph Zeira, 2007. "Inequality and mobility," Journal of Economic Growth, Springer, vol. 12(3), pages 235-259, September.
    13. Ian M. Schmutte, 2015. "Job Referral Networks and the Determination of Earnings in Local Labor Markets," Journal of Labor Economics, University of Chicago Press, vol. 33(1), pages 1-32.
    14. Panizza, Ugo, 2002. "Income Inequality and Economic Growth: Evidence from American Data," Journal of Economic Growth, Springer, vol. 7(1), pages 25-41, March.
    15. repec:pri:cepsud:113krusell is not listed on IDEAS
    16. Oded Galor & Omer Moav, 2000. "Ability-Biased Technological Transition, Wage Inequality, and Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 469-497.
    17. Bavaro, Michele & Patriarca, Fabrizio, 2022. "Referrals, intergenerational mobility and human capital accumulation," Economic Modelling, Elsevier, vol. 110(C).
    18. Gavrel, Frédéric & Lebon, Isabelle & Rebière, Thérèse, 2016. "Formal education versus learning-by-doing: On the labor market efficiency of educational choices," Economic Modelling, Elsevier, vol. 54(C), pages 545-562.
    19. Hornstein, Andreas & Krusell, Per & Violante, Giovanni L., 2005. "The Effects of Technical Change on Labor Market Inequalities," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 20, pages 1275-1370, Elsevier.
    20. Becker, Gary S & Tomes, Nigel, 1979. "An Equilibrium Theory of the Distribution of Income and Intergenerational Mobility," Journal of Political Economy, University of Chicago Press, vol. 87(6), pages 1153-1189, December.
    21. Banerjee, Abhijit V & Newman, Andrew F, 1993. "Occupational Choice and the Process of Development," Journal of Political Economy, University of Chicago Press, vol. 101(2), pages 274-298, April.
    22. Yannis M. Ioannides & Linda Datcher Loury, 2004. "Job Information Networks, Neighborhood Effects, and Inequality," Journal of Economic Literature, American Economic Association, vol. 42(4), pages 1056-1093, December.
    23. Hommes,Cars, 2015. "Behavioral Rationality and Heterogeneous Expectations in Complex Economic Systems," Cambridge Books, Cambridge University Press, number 9781107564978, January.
    24. Loyalka, Prashant & Song, Yingquan & Wei, Jianguo & Zhong, Weiping & Rozelle, Scott, 2013. "Information, college decisions and financial aid: Evidence from a cluster-randomized controlled trial in China," Economics of Education Review, Elsevier, vol. 36(C), pages 26-40.
    25. Chang, Ching-Fu & Wang, Ping & Liu, Jin-Tan, 2016. "Knowledge spillovers, human capital and productivity," Journal of Macroeconomics, Elsevier, vol. 47(PB), pages 214-232.
    26. Thomas Piketty, 1997. "The Dynamics of the Wealth Distribution and the Interest Rate with Credit Rationing," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(2), pages 173-189.
    27. Saviotti, P P & Mani, G S, 1995. "Competition, Variety and Technological Evolution: A Replicator Dynamics Model," Journal of Evolutionary Economics, Springer, vol. 5(4), pages 369-392, December.
    28. Benjamin Lester & David A. Rivers & Giorgio Topa, 2021. "The Heterogeneous Impact of Referrals on Labor Market Outcomes," Staff Reports 987, Federal Reserve Bank of New York.
    29. Knight, J B & Sabot, R H, 1983. "Educational Expansion and the Kuznets Effect," American Economic Review, American Economic Association, vol. 73(5), pages 1132-1136, December.
    30. Harting, Philipp & Radi, Davide, 2020. "Residential segregation: The role of inequality and housing subsidies," Journal of Economic Behavior & Organization, Elsevier, vol. 178(C), pages 801-819.
    31. Damdinsuren, Erdenebulgan & Mitkova, Mariya & Zaharieva, Anna, 2024. "Parental networks, wage expectations, and the intergenerational educational mobility," Journal of Economic Behavior & Organization, Elsevier, vol. 218(C), pages 146-175.
    32. Eric P. Bettinger & Bridget Terry Long & Philip Oreopoulos & Lisa Sanbonmatsu, 2012. "The Role of Application Assistance and Information in College Decisions: Results from the H&R Block Fafsa Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1205-1242.
    33. 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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