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Growth and Human Capital: A Network Approach

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  • Giannitsarou, Chryssi
  • Cavalcanti, Tiago

Abstract

We study the interactions and dynamics of human capital, growth and inequality by explicitly embedding networks into a standard endogenous growth model with overlapping generations. The human capital of a household depends on investment in education and on average human capital of the household's network neighborhood. Network structure is crucial for both the long run outcomes and the transition of otherwise identical economies. Network cohesion above a certain threshold eliminates differences across households and leads to long run equality, while below the threshold, inequality is high and persists more often. During transition, (i) high overall growth is achieved when the network has high degree centralization and the most degree central node has high initial human capital and (ii) high individual household growth is achieved when the household has low human capital relative to its neighborhood and is located in a neighborhood that has high average human capital relative to the whole economy.

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  • Giannitsarou, Chryssi & Cavalcanti, Tiago, 2015. "Growth and Human Capital: A Network Approach," CEPR Discussion Papers 10492, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:10492
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    1. Alessandra Fogli & Laura Veldkamp, 2021. "Germs, Social Networks, and Growth [Unbundling Institutions]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(3), pages 1074-1100.
    2. Oded Galor & Omer Moav, 2004. "From Physical to Human Capital Accumulation: Inequality and the Process of Development," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(4), pages 1001-1026.
    3. António Antunes & Tiago Cavalcanti & Anne Villamil, 2013. "Costly Intermediation And Consumption Smoothing," Economic Inquiry, Western Economic Association International, vol. 51(1), pages 459-472, January.
    4. Cecilia García-Peñalosa & Stephen Turnovsky, 2006. "Growth and income inequality: a canonical model," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 28(1), pages 25-49, May.
    5. Sanjeev Goyal, 2007. "Introduction to Connections: An Introduction to the Economics of Networks," Introductory Chapters, in: Connections: An Introduction to the Economics of Networks, Princeton University Press.
    6. Buhai, I. Sebastian & van der Leij, Marco J., 2023. "A Social Network Analysis of Occupational Segregation," Journal of Economic Dynamics and Control, Elsevier, vol. 147(C).
    7. Galor, Oded & Tsiddon, Daniel, 1997. "The Distribution of Human Capital and Economic Growth," Journal of Economic Growth, Springer, vol. 2(1), pages 93-124, March.
    8. Hubert Kempf & Fabien Moizeau, 2009. "Inequality, Growth, and the Dynamics of Social Segmentation," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 11(4), pages 529-564, August.
    9. 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.
    10. de la Croix, David & Doepke, Matthias, 2004. "Public versus private education when differential fertility matters," Journal of Development Economics, Elsevier, vol. 73(2), pages 607-629, April.
    11. Durlauf, Steven N, 1996. "A Theory of Persistent Income Inequality," Journal of Economic Growth, Springer, vol. 1(1), pages 75-93, March.
    12. Andreoni, James, 1989. "Giving with Impure Altruism: Applications to Charity and Ricardian Equivalence," Journal of Political Economy, University of Chicago Press, vol. 97(6), pages 1447-1458, December.
    13. 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.
    14. Dilip Mookherjee & Stefan Napel & Debraj Ray, 2010. "Aspirations, Segregation, and Occupational Choice," Journal of the European Economic Association, MIT Press, vol. 8(1), pages 139-168, March.
    15. Raj Chetty & Nathaniel Hendren & Patrick Kline & Emmanuel Saez, 2014. "Where is the land of Opportunity? The Geography of Intergenerational Mobility in the United States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1553-1623.
    16. Sommarat Chantarat & Christopher Barrett, 2012. "Social network capital, economic mobility and poverty traps," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 10(3), pages 299-342, September.
    17. Veldkamp, Laura & Fogli, Alessandra, 2014. "Germs, Social Networks and Growth," CEPR Discussion Papers 10222, C.E.P.R. Discussion Papers.
    18. Christian Ghiglino & Sanjeev Goyal, 2010. "Keeping Up with the Neighbors: Social Interaction in a Market Economy," Journal of the European Economic Association, MIT Press, vol. 8(1), pages 90-119, March.
    19. Daron Acemoglu & Asuman Ozdaglar, 2011. "Opinion Dynamics and Learning in Social Networks," Dynamic Games and Applications, Springer, vol. 1(1), pages 3-49, March.
    20. David de la Croix & Matthias Doepke, 2003. "Inequality and Growth: Why Differential Fertility Matters," American Economic Review, American Economic Association, vol. 93(4), pages 1091-1113, September.
    21. Raquel Fernandez & Richard Rogerson, 1996. "Income Distribution, Communities, and the Quality of Public Education," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(1), pages 135-164.
    22. David N. Weil & Oded Galor, 2000. "Population, Technology, and Growth: From Malthusian Stagnation to the Demographic Transition and Beyond," American Economic Review, American Economic Association, vol. 90(4), pages 806-828, September.
    23. Raj Chetty & Nathaniel Hendren & Lawrence F. Katz, 2016. "The Effects of Exposure to Better Neighborhoods on Children: New Evidence from the Moving to Opportunity Experiment," American Economic Review, American Economic Association, vol. 106(4), pages 855-902, April.
    24. Barro, Robert J, 2000. "Inequality and Growth in a Panel of Countries," Journal of Economic Growth, Springer, vol. 5(1), pages 5-32, March.
    25. Glomm, Gerhard & Ravikumar, B, 1992. "Public versus Private Investment in Human Capital Endogenous Growth and Income Inequality," Journal of Political Economy, University of Chicago Press, vol. 100(4), pages 818-834, August.
    26. 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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    Cited by:

    1. Ines Lindner & Holger Strulik, 2020. "Innovation And Inequality In A Small World," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 61(2), pages 683-719, May.
    2. Nikolay Chernyshev, 2018. "From Productivity Shifts to Economic Growth: Intersectoral Linkage as an Amplifying Factor," CDMA Working Paper Series 201801, Centre for Dynamic Macroeconomic Analysis.
    3. Tiago V. V. Cavalcanti & Chryssi Giannitsarou & Charles R. Johnson, 2017. "Network cohesion," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 64(1), pages 1-21, June.
    4. Oded Stark & Jakub Bielawski & Fryderyk Falniowski, 2024. "Measuring income inequality in social networks," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 22(2), pages 333-356, June.
    5. Roger Alejandro Banegas Rivero & Marco Alberto Nu ez Ramirez & Jorge Salas Vargas & Luis Fernando Escobar Caba & Sacnict Valdez del R o, 2019. "Landlocked Countries, Natural Resources and Growth: The Double Economic Curse Hypothesis," International Journal of Energy Economics and Policy, Econjournals, vol. 9(5), pages 113-124.
    6. Torben Andersen & Joydeep Bhattacharya, 2020. "Intergenerational Debt Dynamics Without Tears," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 35, pages 192-219, January.
    7. Guangyou Zhou & Kuangxiong Gong & Sumei Luo & Guohu Xu, 2018. "Inclusive Finance, Human Capital and Regional Economic Growth in China," Sustainability, MDPI, vol. 10(4), pages 1-20, April.
    8. Boucekkine, Raouf & Seegmuller, Thomas & Venditti, Alain, 2021. "Advances in growth and macroeconomic dynamics: In memory of Carine Nourry," Mathematical Social Sciences, Elsevier, vol. 112(C), pages 1-6.
    9. Bosi, Stefano & Lloyd-Braga, Teresa & Nishimura, Kazuo, 2021. "Externalities of human capital," Mathematical Social Sciences, Elsevier, vol. 112(C), pages 145-158.
    10. Has van Vlokhoven, 2023. "Diffusion of Ideas in Networks with Endogenous Search," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 49, pages 269-311, July.

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    More about this item

    Keywords

    Human capital; Growth; Inequality; Local externality; Networks;
    All these keywords.

    JEL classification:

    • D62 - Microeconomics - - Welfare Economics - - - Externalities
    • D85 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Network Formation
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General

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