IDEAS home Printed from https://ideas.repec.org/a/eee/regeco/v87y2021ics0166046221000168.html
   My bibliography  Save this article

In search of better opportunities: Sorting and agglomeration effects among young college graduates in Colombia

Author

Listed:
  • Bacolod, Marigee
  • De la Roca, Jorge
  • Ferreyra, María Marta

Abstract

We study the sorting of workers that leads to differences in skills across cities of different sizes upon labor market entry. Using administrative data of young college graduates in Colombia, we show such sorting affects the estimation of agglomeration effects. We find a substantial effect of college city size on wages, a much larger one than that of high school or work city size. We analyze how sorting concentrates population and skill in big cities. The most talented individuals sort into big cities, primarily because they move for college and remain for work. Individuals who move for work after college to smaller cities are relatively less able than others in their college cities but become the highest earners in their destination cities. Meanwhile, those who move after college to bigger cities, though relatively talented in their college cities, are not the highest earners in their destination cities.

Suggested Citation

  • Bacolod, Marigee & De la Roca, Jorge & Ferreyra, María Marta, 2021. "In search of better opportunities: Sorting and agglomeration effects among young college graduates in Colombia," Regional Science and Urban Economics, Elsevier, vol. 87(C).
  • Handle: RePEc:eee:regeco:v:87:y:2021:i:c:s0166046221000168
    DOI: 10.1016/j.regsciurbeco.2021.103656
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0166046221000168
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.regsciurbeco.2021.103656?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    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. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. repec:hal:pseose:halshs-00754585 is not listed on IDEAS
    16. 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.
    17. 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.
    18. Diego Puga, 2010. "The Magnitude And Causes Of Agglomeration Economies," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 203-219, February.
    19. 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.
    20. 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.
    21. repec:hal:pseose:hal-00812695 is not listed on IDEAS
    22. Gilles Duranton, 2015. "A Proposal to Delineate Metropolitan Areas in Colombia," Revista Desarrollo y Sociedad, Universidad de los Andes,Facultad de Economía, CEDE, August.
    23. Gilles Duranton, 2016. "Agglomeration Effects In Colombia," Journal of Regional Science, Wiley Blackwell, vol. 56(2), pages 210-238, March.
    24. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    25. 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.
    26. Jeffrey M. Wooldridge, 2015. "Control Function Methods in Applied Econometrics," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 420-445.
    27. 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.
    28. 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.
    29. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    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).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Galster, George C. & Osland, Liv, 2024. "Educational and gender heterogeneity of the rural-urban earnings premium: New evidence from Norway," Regional Science and Urban Economics, Elsevier, vol. 105(C).
    2. Peters, Jan Cornelius, 2016. "Quantifying the effect of labor market size on learning externalities," Economics Working Papers 2016-11, Christian-Albrechts-University of Kiel, Department of Economics.
    3. Jordy Meekes & Wolter H. J. Hassink, 2023. "Endogenous local labour markets, regional aggregation and agglomeration economies," Regional Studies, Taylor & Francis Journals, vol. 57(1), pages 13-25, January.
    4. 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.
    5. Paul Verstraten & Gerard Verweij & Peter Zwaneveld, 2018. "Why do wages grow faster in urban areas? Sorting of high potentials matters," CPB Discussion Paper 377.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
    6. Edivaldo C. Neves Jr & Carlos R. Azzoni, Andre Chagas, 2017. "Skill wage premium and city size," Working Papers, Department of Economics 2017_19, University of São Paulo (FEA-USP).
    7. Alessia Matano & Moisés Obaco & Vicente Royuela, 2020. "What drives the spatial wage premium in formal and informal labor markets? The case of Ecuador," Journal of Regional Science, Wiley Blackwell, vol. 60(4), pages 823-847, September.
    8. 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.
    9. Paul Verstraten & Gerard Verweij & Peter Zwaneveld, 2018. "Why do wages grow faster in urban areas? Sorting of high potentials matters," CPB Discussion Paper 377, CPB Netherlands Bureau for Economic Policy Analysis.
    10. Eliasson, Kent & Westerlund, Olle, 2019. "Graduate migration, self-selection and urban wage premiums across the regional hierarchy," Umeå Economic Studies 962, Umeå University, Department of Economics.
    11. Alessia Matano & Moisés Obaco & Vicente Royuela, 2018. "“What drives the spatial wage premium for formal and informal workers? The case of Ecuador”," AQR Working Papers 201806, University of Barcelona, Regional Quantitative Analysis Group, revised Jun 2018.
    12. Kent Eliasson & Olle Westerlund, 2023. "The urban wage premium and spatial sorting on observed and unobserved ability," Journal of International Economic Law, Oxford University Press, vol. 23(3), pages 601-627.
    13. Kent Eliasson & Olle Westerlund, 2023. "The urban wage premium and spatial sorting on observed and unobserved ability," Journal of Economic Geography, Oxford University Press, vol. 23(3), pages 601-627.
    14. 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.
    15. Almeida, Eloiza R.F. & Araújo, Veneziano & Gonçalves, Solange L., 2022. "Urban wage premium for women: evidence across the wage distribution," World Development, Elsevier, vol. 159(C).
    16. Gilles Duranton & Diego Puga, 2020. "The Economics of Urban Density," Journal of Economic Perspectives, American Economic Association, vol. 34(3), pages 3-26, Summer.
    17. Quintero, Luis E. & Roberts, Mark, 2023. "Cities and productivity: Evidence from 16 Latin American and Caribbean countries," Journal of Urban Economics, Elsevier, vol. 136(C).
    18. Niebuhr, Annekatrin, 2016. "Benefits of dense labour markets - Evidence from transitions to employment in Germany," VfS Annual Conference 2016 (Augsburg): Demographic Change 145715, Verein für Socialpolitik / German Economic Association.
    19. Stef Proost & Jacques-François Thisse, 2019. "What Can Be Learned from Spatial Economics?," Journal of Economic Literature, American Economic Association, vol. 57(3), pages 575-643, September.
    20. Bosker, Maarten & Park, Jane & Roberts, Mark, 2021. "Definition matters. Metropolitan areas and agglomeration economies in a large-developing country," Journal of Urban Economics, Elsevier, vol. 125(C).

    More about this item

    Keywords

    Agglomeration effects; Regional migration; Spatial inequality;
    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

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:regeco:v:87:y:2021:i:c:s0166046221000168. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/regec .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.