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Learning by working in big cities

  • de la Roca, Jorge
  • Puga, Diego

Individual earnings are higher in bigger cities. We consider three reasons: spatial sorting of initially more productive workers, static advantages associated with workers' current location, and learning by working in big cities. Using rich administrative data for Spain, we find that workers in bigger cities do not have higher unobserved initial ability, as reflected in individual fixed-effects. Instead, they obtain an immediate static premium while working in bigger cities and also accumulate more valuable experience, which increases their earnings faster. The additional value of experience accumulated in bigger cities persists even after workers move away and is even stronger for those with higher unobserved initial ability. This combination of effects explains both the higher mean and the greater dispersion of earnings in bigger cities.

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Paper provided by C.E.P.R. Discussion Papers in its series CEPR Discussion Papers with number 9243.

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Date of creation: Dec 2012
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Handle: RePEc:cpr:ceprdp:9243
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  1. Christopher R. Berry & Edward L. Glaeser, 2005. "The divergence of human capital levels across cities," Papers in Regional Science, Wiley Blackwell, vol. 84(3), pages 407-444, 08.
  2. Fatih Guvenen, 2007. "An Empirical Investigation of Labor Income Processes," NBER Working Papers 13394, National Bureau of Economic Research, Inc.
  3. Jan Eeckhout & Roberto Pinheiro & Kurt Schmidheiny, 2010. "Spatial Sorting: Why New York, Los Angeles and DetroitAttract the Greatest Minds as well as the Unskilled," CESifo Working Paper Series 3274, CESifo Group Munich.
  4. Michael Baker & Gary Solon, 1998. "Earnings Dynamics and Inequality among Canadian Men, 1976-1992: Evidence from Longitudinal Income Tax Records," Working Papers baker-98-01, University of Toronto, Department of Economics.
  5. Giordano Mion & Paolo Naticchioni, 2009. "The spatial sorting and matching of skills and firms," LSE Research Online Documents on Economics 42670, London School of Economics and Political Science, LSE Library.
  6. Glaeser, Edward L., 1999. "Learning in Cities," Journal of Urban Economics, Elsevier, vol. 46(2), pages 254-277, September.
  7. Gilles Duranton & Diego Puga, 2000. "Nursery cities: urban diversity, process innovation and the life-cycle of products," LSE Research Online Documents on Economics 20204, London School of Economics and Political Science, LSE Library.
  8. Ciccone, Antonio & Hall, Robert E, 1996. "Productivity and the Density of Economic Activity," American Economic Review, American Economic Association, vol. 86(1), pages 54-70, March.
  9. Pierre-Philippe Combes & Gilles Duranton & Laurent Gobillon, 2010. "The Identification of Agglomeration Economies," Working Papers halshs-00535593, HAL.
  10. Christopher R. Berry & Edward L. Glaeser, 2005. "The Divergence of Human Capital Levels across Cities," Harvard Institute of Economic Research Working Papers 2091, Harvard - Institute of Economic Research.
  11. Christopher R. Berry & Edward L. Glaeser, 2005. "The Divergence of Human Capital Levels Across Cities," NBER Working Papers 11617, National Bureau of Economic Research, Inc.
  12. 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.
  13. Goerlich Gisbert Francisco J. & Mas Ivars Matilde (ed.), 2006. "La localización de la población española sobre el territorio. Un siglo de cambios: un estudio basado en series homogéneas (1900-2001)," Books, Fundacion BBVA / BBVA Foundation, number 201154.
  14. Duncan Black & Vernon Henderson, 2003. "Urban evolution in the USA," Journal of Economic Geography, Oxford University Press, vol. 3(4), pages 343-372, October.
  15. Edward L. Glaeser & Matthew G. Resseger, 2010. "The Complementarity Between Cities And Skills," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 221-244.
  16. 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.
  17. Glaeser, Edward L & Mare, David C, 2001. "Cities and Skills," Journal of Labor Economics, University of Chicago Press, vol. 19(2), pages 316-42, April.
  18. E. D. Gould, 2007. "Cities, Workers, and Wages: A Structural Analysis of the Urban Wage Premium," Review of Economic Studies, Oxford University Press, vol. 74(2), pages 477-506.
  19. Nathaniel Baum-Snow & Ronni Pavan, 2010. "Understanding the city size wage gap," Working Papers 2010/27, Institut d'Economia de Barcelona (IEB).
  20. Albert Saiz, 2010. "The Geographic Determinants of Housing Supply," The Quarterly Journal of Economics, Oxford University Press, vol. 125(3), pages 1253-1296.
  21. Goerlich, Francisco José & Mas, Matilde, 2009. "Drivers of Agglomeration: geography VS. History," MPRA Paper 15802, University Library of Munich, Germany, revised 2009.
  22. Baker, Michael, 1997. "Growth-Rate Heterogeneity and the Covariance Structure of Life-Cycle Earnings," Journal of Labor Economics, University of Chicago Press, vol. 15(2), pages 338-75, April.
  23. Thomas J. Holmes, 2010. "Structural, Experimentalist, And Descriptive Approaches To Empirical Work In Regional Economics," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 5-22.
  24. Bacolod, Marigee & Blum, Bernardo S. & Strange, William C., 2009. "Skills in the city," Journal of Urban Economics, Elsevier, vol. 65(2), pages 136-153, March.
  25. Berry, Christopher R. & Glaeser, Edward L., 2005. "Divergence of Human Capital Levels across Cities," Working Paper Series rwp05-057, Harvard University, John F. Kennedy School of Government.
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