IDEAS home Printed from https://ideas.repec.org/p/csl/devewp/231.html
   My bibliography  Save this paper

Wages and the City. Evidence from Italy

Author

Listed:
  • Sabrina Di Addario

    (University of Oxford and Bank of Italy)

  • Eleonora Patacchini

    (University of Rome “La Sapienza”)

Abstract

We analyze empirically the impact of urban agglomeration on Italian wages. Using microdata 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 in 242 randomly drawn local labor markets, we test whether the structure of wages varies with urban scale. We find that every additional 100,000 inhabitants in the local labor market raises earnings by 0.1 percent. The use of a geographical approach enables us to state that this effect decays very rapidly with distance, losing significance beyond approximately 12 kilometers. 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 worker supervisors and office workers.

Suggested Citation

  • Sabrina Di Addario & Eleonora Patacchini, 2007. "Wages and the City. Evidence from Italy," Development Working Papers 231, Centro Studi Luca d'Agliano, University of Milano.
  • Handle: RePEc:csl:devewp:231
    as

    Download full text from publisher

    File URL: https://www.dagliano.unimi.it/media/WP2007_231.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Combes, Pierre-Philippe & Duranton, Gilles, 2006. "Labour pooling, labour poaching, and spatial clustering," Regional Science and Urban Economics, Elsevier, vol. 36(1), pages 1-28, January.
    2. Fu, Shihe, 2007. "Smart Cafe Cities: Testing human capital externalities in the Boston metropolitan area," Journal of Urban Economics, Elsevier, vol. 61(1), pages 86-111, January.
    3. Ciccone, Antonio, 2002. "Agglomeration effects in Europe," European Economic Review, Elsevier, vol. 46(2), pages 213-227, February.
    4. 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.
    5. 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.
    6. Sabrina Di Addario, 2005. "Job Search in Thick Markets: Evidence from Italy," Economics Series Working Papers 235, University of Oxford, Department of Economics.
    7. 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, July.
    8. 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.
    9. Zenou, Yves & Patacchini, Eleonora, 2004. "Intergenerational Education Transmission: Neighbourhood Quality and/or Parents' Involvement," CEPR Discussion Papers 4744, C.E.P.R. Discussion Papers.
    10. Shihe Fu & Stephen L. Ross, 2007. "Wage Premia in Employment Clusters: Does Worker Sorting Bias Estimates?," Working papers 2007-26, University of Connecticut, Department of Economics, revised Dec 2009.
    11. Rice, Patricia & Venables, Anthony J. & Patacchini, Eleonora, 2006. "Spatial determinants of productivity: Analysis for the regions of Great Britain," Regional Science and Urban Economics, Elsevier, vol. 36(6), pages 727-752, November.
    12. Brunello, Giorgio, 2001. "On the Complementarity between Education and Training in Europe," IZA Discussion Papers 309, Institute of Labor Economics (IZA).
    13. Roback, Jennifer, 1982. "Wages, Rents, and the Quality of Life," Journal of Political Economy, University of Chicago Press, vol. 90(6), pages 1257-1278, December.
    14. Roland Andersson & John M. Quigley & Mats Wilhelmson, 2004. "University decentralization as regional policy: the Swedish experiment," Journal of Economic Geography, Oxford University Press, vol. 4(4), pages 371-388, August.
    15. 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.
    16. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    17. Charles I. Jones, 2002. "Sources of U.S. Economic Growth in a World of Ideas," American Economic Review, American Economic Association, vol. 92(1), pages 220-239, March.
    18. David Card, 1995. "The Wage Curve: A Review," Working Papers 722, Princeton University, Department of Economics, Industrial Relations Section..
    19. Glaeser, Edward L., 1999. "Learning in Cities," Journal of Urban Economics, Elsevier, vol. 46(2), pages 254-277, September.
    20. Guido De Blasio & Sabrina Di Addario, 2005. "Do Workers Benefit from Industrial Agglomeration?," Journal of Regional Science, Wiley Blackwell, vol. 45(4), pages 797-827, November.
    21. 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.
    22. David Card, 1995. "The Wage Curve: A Review," Journal of Economic Literature, American Economic Association, vol. 33(2), pages 285-299, June.
    23. Yankow, Jeffrey J., 2006. "Why do cities pay more? An empirical examination of some competing theories of the urban wage premium," Journal of Urban Economics, Elsevier, vol. 60(2), pages 139-161, September.
    24. Wheeler, Christopher H, 2001. "Search, Sorting, and Urban Agglomeration," Journal of Labor Economics, University of Chicago Press, vol. 19(4), pages 879-899, October.
    25. Edward Ludwig Glaeser & Albert Saiz, 2003. "The rise of the skilled city," Working Papers 04-2, Federal Reserve Bank of Philadelphia.
    26. 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.
    27. Wheeler, Christopher H., 2006. "Cities and the growth of wages among young workers: Evidence from the NLSY," Journal of Urban Economics, Elsevier, vol. 60(2), pages 162-184, September.
    28. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    29. Mohammad Arzaghi & J. Vernon Henderson, 2008. "Networking off Madison Avenue," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(4), pages 1011-1038.
    30. Sabrina Di Addario & Eleonora Patacchini, 2006. "Is there an urban wage premium in Italy?," Temi di discussione (Economic working papers) 570, Bank of Italy, Economic Research and International Relations Area.
    31. Antonio Ciccone & Giovanni Peri, "undated". "Human Capital and Externalities in Cities," Working Papers 172, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    32. Psacharopoulos, George, 1994. "Returns to investment in education: A global update," World Development, Elsevier, vol. 22(9), pages 1325-1343, September.
    33. 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.
    34. Glaeser, Edward L & Mare, David C, 2001. "Cities and Skills," Journal of Labor Economics, University of Chicago Press, vol. 19(2), pages 316-342, April.
    35. 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.
    36. 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.
    37. Rosenthal, Stuart S. & Strange, William C., 2008. "The attenuation of human capital spillovers," Journal of Urban Economics, Elsevier, vol. 64(2), pages 373-389, September.
    38. Luigi Cannari & Francesco Nucci & Paolo Sestito, 2000. "Geographic labour mobility and the cost of housing: evidence from Italy," Applied Economics, Taylor & Francis Journals, vol. 32(14), pages 1899-1906.
    39. repec:fth:prinin:343 is not listed on IDEAS
    40. 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, May.
    41. Topel, Robert H, 1991. "Specific Capital, Mobility, and Wages: Wages Rise with Job Seniority," Journal of Political Economy, University of Chicago Press, vol. 99(1), pages 145-176, February.
    42. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66, pages 281-281.
    43. Kim, Sunwoong, 1990. "Labor heterogeneity, wage bargaining, and agglomeration economies," Journal of Urban Economics, Elsevier, vol. 28(2), pages 160-177, September.
    44. Stevens, Margaret, 1994. "A Theoretical Model of On-the-Job Training with Imperfect Competition," Oxford Economic Papers, Oxford University Press, vol. 46(4), pages 537-562, October.
    45. 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.
    46. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
    47. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    48. 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.
    49. Michael P. Murray, 2006. "Avoiding Invalid Instruments and Coping with Weak Instruments," Journal of Economic Perspectives, American Economic Association, vol. 20(4), pages 111-132, Fall.
    50. Roland Benabou, 1993. "Workings of a City: Location, Education, and Production," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 619-652.
    51. J. V. Henderson & J. F. Thisse (ed.), 2004. "Handbook of Regional and Urban Economics," Handbook of Regional and Urban Economics, Elsevier, edition 1, volume 4, number 4.
    Full references (including those not matched with items on IDEAS)

    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. Sabrina Di Addario & Eleonora Patacchini, 2006. "Is there an urban wage premium in Italy?," Temi di discussione (Economic working papers) 570, Bank of Italy, Economic Research and International Relations Area.
    2. Sabrina Di Addario & Eleonora Patacchini & University of Rome La Sapienza, 2005. "Wages and the City. The Italian case," Economics Series Working Papers 243, University of Oxford, Department of Economics.
    3. Daniel Heuermann & Benedikt Halfdanarson & Jens Suedekum, 2010. "Human Capital Externalities and the Urban Wage Premium: Two Literatures and their Interrelations," Urban Studies, Urban Studies Journal Limited, vol. 47(4), pages 749-767, April.
    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. repec:hal:spmain:info:hdl:2441/1kv8mtgl748r0ahh12air9erdc is not listed on IDEAS
    6. Rosenthal, Stuart S. & Strange, William C., 2008. "The attenuation of human capital spillovers," Journal of Urban Economics, Elsevier, vol. 64(2), pages 373-389, September.
    7. Graham, Daniel J. & Melo, Patricia C., 2009. "Agglomeration economies and labour productivity: evidence from longitudinal worker data for GB's travel-to-work areas," LSE Research Online Documents on Economics 33268, London School of Economics and Political Science, LSE Library.
    8. Di Addario, Sabrina, 2011. "Job search in thick markets," Journal of Urban Economics, Elsevier, vol. 69(3), pages 303-318, May.
    9. Florian Lehmer & Joachim Möller, 2010. "Interrelations between the urban wage premium and firm-size wage differentials: a microdata cohort analysis for Germany," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 45(1), pages 31-53, August.
    10. 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.
    11. Di Addario, Sabrina & Vuri, Daniela, 2010. "Entrepreneurship and market size. The case of young college graduates in Italy," Labour Economics, Elsevier, vol. 17(5), pages 848-858, October.
    12. Marianna Belloc & Paolo Naticchioni & Claudia Vittori, 2023. "Urban wage premia, cost of living, and collective bargaining," Journal of Economic Geography, Oxford University Press, vol. 23(1), pages 25-50.
    13. Alberto Dalmazzo & Guido de Blasio, 2005. "Where do human capital externalities end up?," Temi di discussione (Economic working papers) 554, Bank of Italy, Economic Research and International Relations Area.
    14. Matthias Wrede, 2013. "Heterogeneous skills and homogeneous land: segmentation and agglomeration," Journal of Economic Geography, Oxford University Press, vol. 13(5), pages 767-798, September.
    15. Johan Larsson, 2014. "The neighborhood or the region? Reassessing the density–wage relationship using geocoded data," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 52(2), pages 367-384, March.
    16. Carlino, Gerald & Kerr, William R., 2015. "Agglomeration and Innovation," 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 349-404, Elsevier.
    17. Sabrina Di Addario, 2005. "Job Search in Thick Markets: Evidence from Italy," Development Working Papers 198, Centro Studi Luca d'Agliano, University of Milano.
    18. William C. Strange, 2009. "Viewpoint: Agglomeration research in the age of disaggregation," Canadian Journal of Economics, Canadian Economics Association, vol. 42(1), pages 1-27, February.
    19. Pierre-Philippe Combes & Gilles Duranton & Laurent Gobillon, 2011. "The identification of agglomeration economies," Journal of Economic Geography, Oxford University Press, vol. 11(2), pages 253-266, March.
    20. Guido De Blasio, 2005. "Production Or Consumption? Disentangling The Skill-Agglomeration Connection," ERSA conference papers ersa05p648, European Regional Science Association.
    21. Barros Antunes Campos, Rodger & Azzoni, Carlos Roberto, 2019. "Estimating the Intra-Urban Wage Premium," TD NEREUS 4-2019, Núcleo de Economia Regional e Urbana da Universidade de São Paulo (NEREUS).

    More about this item

    Keywords

    Wages; Urbanization; Agglomeration Externalities; Population Clustering; Worker Mobility;
    All these keywords.

    JEL classification:

    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

    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:csl:devewp:231. 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: Chiara Elli (email available below). General contact details of provider: https://edirc.repec.org/data/damilit.html .

    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.