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In Search of Better Opportunities : Sorting and Agglomeration Effects among Young College Graduates in Colombia

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  • Bacolod,Marigee
  • De la Roca,Jorge
  • Ferreyra,Maria Marta

Abstract

This paper studies the dynamic sorting of workers prior to labor market entry that leads toskill differences across cities of different sizes, as well as its consequences on the estimation of agglomerationeffects. Using rich administrative data for young, college-educated workers in Colombia, the paper shows thatthe most talented and best trained sort to big cities primarily because they attend college there and remain forwork. The availability of colleges in an individual's high school city, parental resources, and high school citysize are the most important determinants of the decision to move for college. The relatively less able remain in mediumand small cities or move there for work after attending college in big cities. Pre-labor market sorting thusconcentrates population and skill in big cities. As a result of this sorting, agglomeration effects are stronger forcollege than work city size, even after controlling for mediating factors such as individual ability or college selectivity.

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  • Bacolod,Marigee & De la Roca,Jorge & Ferreyra,Maria Marta, 2020. "In Search of Better Opportunities : Sorting and Agglomeration Effects among Young College Graduates in Colombia," Policy Research Working Paper Series 9433, The World Bank.
  • Handle: RePEc:wbk:wbrwps:9433
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    1. Pierre‐Philippe Combes & Gilles Duranton & Laurent Gobillon & Diego Puga & Sébastien Roux, 2012. "The Productivity Advantages of Large Cities: Distinguishing Agglomeration From Firm Selection," Econometrica, Econometric Society, vol. 80(6), pages 2543-2594, November.
    2. Bosquet, Clément & Overman, Henry G., 2019. "Why does birthplace matter so much?," Journal of Urban Economics, Elsevier, vol. 110(C), pages 26-34.
    3. Suhonen, Tuomo, 2013. "Are there returns from university location in a state-funded university system?," Regional Science and Urban Economics, Elsevier, vol. 43(3), pages 465-478.
    4. Combes, Pierre-Philippe & Gobillon, Laurent, 2015. "The Empirics of Agglomeration Economies," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 247-348, Elsevier.
    5. Jorge De La Roca & Diego Puga, 2017. "Learning by Working in Big Cities," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(1), pages 106-142.
    6. Borjas, George J. & Bronars, Stephen G. & Trejo, Stephen J., 1992. "Self-selection and internal migration in the United States," Journal of Urban Economics, Elsevier, vol. 32(2), pages 159-185, September.
    7. Jennifer Hunt, 2004. "Are migrants more skilled than non-migrants? Repeat, return, and same-employer migrants," Canadian Journal of Economics, Canadian Economics Association, vol. 37(4), pages 830-849, November.
    8. Brunello, Giorgio & Cappellari, Lorenzo, 2008. "The labour market effects of Alma Mater: Evidence from Italy," Economics of Education Review, Elsevier, vol. 27(5), pages 564-574, October.
    9. Combes, Pierre-Philippe & Duranton, Gilles & Gobillon, Laurent & Roux, Sébastien, 2012. "Sorting and local wage and skill distributions in France," Regional Science and Urban Economics, Elsevier, vol. 42(6), pages 913-930.
    10. Maria Marta Ferreyra & Mark Roberts, 2018. "Raising the Bar for Productive Cities in Latin America and the Caribbean," World Bank Publications - Books, The World Bank Group, number 29279, December.
    11. Combes, Pierre-Philippe & Duranton, Gilles & Gobillon, Laurent, 2008. "Spatial wage disparities: Sorting matters!," Journal of Urban Economics, Elsevier, vol. 63(2), pages 723-742, March.
    12. Diego Puga, 2010. "The Magnitude And Causes Of Agglomeration Economies," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 203-219, February.
    13. Gilles Duranton, 2015. "A Proposal to Delineate Metropolitan Areas in Colombia," Revista Desarrollo y Sociedad, Universidad de los Andes,Facultad de Economía, CEDE, August.
    14. Duranton, Gilles & Puga, Diego, 2004. "Micro-foundations of urban agglomeration economies," 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 48, pages 2063-2117, Elsevier.
    15. Oliver Busch & Benjamin Weigert, 2010. "Where have all the graduates gone? Internal cross-state migration of graduates in Germany 1984–2004," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 44(3), pages 559-572, June.
    16. Alessia Matano & Paolo Naticchioni, 2016. "What Drives The Urban Wage Premium? Evidence Along The Wage Distribution," Journal of Regional Science, Wiley Blackwell, vol. 56(2), pages 191-209, March.
    17. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    18. Juan Esteban Carranza & María Marta Ferreyra, 2019. "Increasing Higher Education Access: Supply, Sorting, and Outcomes in Colombia," Journal of Human Capital, University of Chicago Press, vol. 13(1), pages 95-136.
    19. Jeffrey M. Wooldridge, 2015. "Control Function Methods in Applied Econometrics," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 420-445.
    20. Carlsen, Fredrik & Rattsø, Jørn & Stokke, Hildegunn E., 2016. "Education, experience, and urban wage premium," Regional Science and Urban Economics, Elsevier, vol. 60(C), pages 39-49.
    21. Viktor A. Venhorst & Frank Cörvers, 2018. "Entry into working life: Internal migration and the job match quality of higher†educated graduates," Journal of Regional Science, Wiley Blackwell, vol. 58(1), pages 116-140, January.
    22. D'Costa, Sabine & Overman, Henry G., 2014. "The urban wage growth premium: Sorting or learning?," Regional Science and Urban Economics, Elsevier, vol. 48(C), pages 168-179.
    23. De la Roca, Jorge, 2017. "Selection in initial and return migration: Evidence from moves across Spanish cities," Journal of Urban Economics, Elsevier, vol. 100(C), pages 33-53.
    24. Alessandra Faggian & Philip McCann, 2006. "Human capital flows and regional knowledge assets: a simultaneous equation approach," Oxford Economic Papers, Oxford University Press, vol. 58(3), pages 475-500, July.
    25. Gilles Duranton, 2016. "Agglomeration Effects In Colombia," Journal of Regional Science, Wiley Blackwell, vol. 56(2), pages 210-238, March.
    26. John V. Winters, 2011. "Why Are Smart Cities Growing? Who Moves And Who Stays," Journal of Regional Science, Wiley Blackwell, vol. 51(2), pages 253-270, May.
    27. Mika Haapanen & Hannu Tervo, 2012. "Migration Of The Highly Educated: Evidence From Residence Spells Of University Graduates," Journal of Regional Science, Wiley Blackwell, vol. 52(4), pages 587-605, October.
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    Cited by:

    1. Jiantao Zhou & Eddie Chi-Man Hui & Huiwen Peng, 2022. "Chasing opportunity? Inequality of opportunity and educational self-selection of interprovincial migrants in China," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 69(2), pages 281-309, October.
    2. Jiantao Zhou & Eddie Chi‐Man Hui, 2022. "The hukou system and selective internal migration in China," Papers in Regional Science, Wiley Blackwell, vol. 101(2), pages 461-482, April.
    3. Gómez-Lobo, Andrés & Sánchez González, Santiago & González Mejia, Vileydy & Calatayud, Agustina, 2022. "Agglomeration and Congestion in Latin America," IDB Publications (Working Papers) 11952, Inter-American Development Bank.
    4. Zhenshan Yang, 2023. "Human capital space: a spatial perspective of the dynamics of people and economic relationships," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-14, December.
    5. Frings, Hanna & Kamb, Rebecca, 2022. "The relative importance of portable and non-portable agglomeration effects for the urban wage premium," Regional Science and Urban Economics, Elsevier, vol. 95(C).
    6. Ahlfeldt, Gabriel M. & Gobillon, Laurent, 2021. "Introduction to the Special issue: “Emerging Trends in Urban Economics”," Regional Science and Urban Economics, Elsevier, vol. 90(C).

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    Keywords

    Educational Sciences; Rural Labor Markets; Tertiary Education; Labor Markets;
    All these keywords.

    JEL classification:

    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

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