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Wages and the City. The Italian case

  • Sabrina Di Addario
  • Eleonora Patacchini

We analyze empirically the impact of urban agglomeration on Italian wages. Using micro-data from the Bank of Italy`s Survey of Household Income and Wealth for the years 1995, 1998, 2000 and 2002 on more than 22,000 employees distributed to 242 randomly drawn local labor markets (30 percent of the total), we test whether the structure of wages varies with urban scale. We find that every additional 100 employees per square kilometer (100,000 inhabitants) in the local labor market raises earnings by 0.4-0.6 percent (0.1 percent) and that employees working in large cities earn, on average, 2-3 percent higher wages than those in the rest of the economy. The application of spatial data analysis techniques enables us to state that this effect is present only in the large cities surrounded by low-populated areas. We also find that urbanization does not affect returns to experience and that it reduces returns to education and to tenure with current firm, while providing a premium to managers, worker supervisors, and office workers.

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Paper provided by University of Oxford, Department of Economics in its series Economics Series Working Papers with number 243.

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Date of creation: 01 Aug 2005
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Handle: RePEc:oxf:wpaper:243
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  1. Beffy, Magali & Buchinsky, Mosche & Fougère, Denis & Kamionka, Thierry & Kramarz, Francis, 2006. "The Returns to Seniority in France (and Why are They Lower than in the United States?)," CEPR Discussion Papers 5486, C.E.P.R. Discussion Papers.
  2. 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.
  3. Jones, C.I., 2000. "Sources of U.S. Economic Growth in a World of Ideas," Papers 99-29, United Nations World Employment Programme-.
  4. repec:tpr:qjecon:v:103:y:1988:i:4:p:715-28 is not listed on IDEAS
  5. David Card, 1995. "The Wage Curve: A Review," Working Papers 722, Princeton University, Department of Economics, Industrial Relations Section..
  6. Federico Cingano & Fabiano Schivardi, 2003. "Identifying the Sources of Local Productivity Growth," Temi di discussione (Economic working papers) 474, Bank of Italy, Economic Research and International Relations Area.
  7. Combes, Pierre-Philippe & Duranton, Gilles, 2001. "Labour Pooling, Labour Poaching and Spatial Clustering," CEPR Discussion Papers 2975, C.E.P.R. Discussion Papers.
  8. Antonio Ciccone, 1998. "Agglomeration-effects in Europe," Economics Working Papers 499, Department of Economics and Business, Universitat Pompeu Fabra, revised Aug 1999.
  9. Edward Glaeser, 1997. "Learning in Cities," NBER Working Papers 6271, National Bureau of Economic Research, Inc.
  10. Giles Duranton & Diego Puga, 2003. "Micro-Foundations of Urban Agglomeration Economies," NBER Working Papers 9931, National Bureau of Economic Research, Inc.
  11. Sascha O. Becker & Andrea Ichino & Giovanni Peri, 2004. "How Large Is the "Brain Drain" from Italy?," Giornale degli Economisti, GDE (Giornale degli Economisti e Annali di Economia), Bocconi University, vol. 63(1), pages 1-32, April.
  12. Moomaw, Ronald L., 1983. "Is population scale a worthless surrogate for business agglomeration economies?," Regional Science and Urban Economics, Elsevier, vol. 13(4), pages 525-545, November.
  13. Sabrina Di Addario, 2005. "Job Search in Thick Markets: Evidence from Italy," Economics Series Working Papers 235, University of Oxford, Department of Economics.
  14. Pierre-Philippe Combes & Gilles Duranton & Laurent Gobillon, 2008. "Spatial Wage Disparities: Sorting Matters!," Post-Print halshs-00754296, HAL.
  15. Robert H. Topel, 1990. "Specific Capital, Mobility, and Wages: Wages Rise with Job Seniority," NBER Working Papers 3294, National Bureau of Economic Research, Inc.
  16. Psacharopoulos, George, 1993. "Returns to investment in education : a global update," Policy Research Working Paper Series 1067, The World Bank.
  17. Diamond, Charles A & Simon, Curtis J, 1990. "Industrial Specialization and the Returns to Labor," Journal of Labor Economics, University of Chicago Press, vol. 8(2), pages 175-201, April.
  18. repec:tpr:qjecon:v:108:y:1993:i:3:p:619-52 is not listed on IDEAS
  19. Antonio Ciccone & Giovanni Peri, . "Human Capital and Externalities in Cities," Working Papers 172, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
  20. Dwight W. Adamson & David E. Clark & Mark D. Partridge, 2004. "Do Urban Agglomeration Effects and Household Amenities have a Skill Bias?," Journal of Regional Science, Wiley Blackwell, vol. 44(2), pages 201-224.
  21. Kim, Sunwoong, 1990. "Labor heterogeneity, wage bargaining, and agglomeration economies," Journal of Urban Economics, Elsevier, vol. 28(2), pages 160-177, September.
  22. Wheaton, William C. & Lewis, Mark J., 2002. "Urban Wages and Labor Market Agglomeration," Journal of Urban Economics, Elsevier, vol. 51(3), pages 542-562, May.
  23. Helsley, Robert W. & Strange, William C., 1990. "Matching and agglomeration economies in a system of cities," Regional Science and Urban Economics, Elsevier, vol. 20(2), pages 189-212, September.
  24. Roland Benabou, 1991. "Workings of a City: Location, Education, and Production," NBER Technical Working Papers 0113, National Bureau of Economic Research, Inc.
  25. David Card, 2000. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," NBER Working Papers 7769, National Bureau of Economic Research, Inc.
  26. repec:aia:aiaswp:wp22 is not listed on IDEAS
  27. Carlo Dell'Aringa & Claudio Lucifora & Federica Origo, 2007. "Public Sector Pay And Regional Competitiveness. A First Look At Regional Public-Private Wage Differentials In Italy," Manchester School, University of Manchester, vol. 75(4), pages 445-478, 07.
  28. Antonio Ciccone & Robert E. Hall, 1993. "Productivity and the Density of Economic Activity," NBER Working Papers 4313, National Bureau of Economic Research, Inc.
  29. Brunello, Giorgio, 2001. "On the Complementarity between Education and Training in Europe," IZA Discussion Papers 309, Institute for the Study of Labor (IZA).
  30. Moretti, Enrico, 2004. "Human capital externalities in cities," 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 51, pages 2243-2291 Elsevier.
  31. Adriaan S. Kalwij & Mary Gregory, 2005. "A panel data analysis of the effects of wages, standard hours and unionization on paid overtime work in Britain," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 168(1), pages 207-231.
  32. Gyourko, Joseph & Kahn, Matthew & Tracy, Joseph, 1999. "Quality of life and environmental comparisons," Handbook of Regional and Urban Economics, in: P. C. Cheshire & E. S. Mills (ed.), Handbook of Regional and Urban Economics, edition 1, volume 3, chapter 37, pages 1413-1454 Elsevier.
  33. Trostel, Philip & Walker, Ian & Woolley, Paul, 2002. "Estimates of the economic return to schooling for 28 countries," Labour Economics, Elsevier, vol. 9(1), pages 1-16, February.
  34. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66, pages 281.
  35. Tabuchi, Takatoshi & Yoshida, Atsushi, 2000. "Separating Urban Agglomeration Economies in Consumption and Production," Journal of Urban Economics, Elsevier, vol. 48(1), pages 70-84, July.
  36. Roback, Jennifer, 1982. "Wages, Rents, and the Quality of Life," Journal of Political Economy, University of Chicago Press, vol. 90(6), pages 1257-78, December.
  37. Margaret Stevens, 2003. "Earnings Functions, Specific Human Capital, and Job Matching: Tenure Bias Is Negative," Journal of Labor Economics, University of Chicago Press, vol. 21(4), pages 783-806, October.
  38. Rosenthal, Stuart S. & Strange, William C., 2001. "The Determinants of Agglomeration," Journal of Urban Economics, Elsevier, vol. 50(2), pages 191-229, September.
  39. Stevens, Margaret, 1994. "A Theoretical Model of On-the-Job Training with Imperfect Competition," Oxford Economic Papers, Oxford University Press, vol. 46(4), pages 537-62, October.
  40. Rosenthal, Stuart S. & Strange, William C., 2004. "Evidence on the nature and sources of 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 49, pages 2119-2171 Elsevier.
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