IDEAS home Printed from https://ideas.repec.org/p/cns/cnscwp/200617.html
   My bibliography  Save this paper

Skill dispersion and firm productivity: an analysis with employer-employee matched data

Author

Listed:
  • S. Iranzo
  • F. Schivardi
  • E. Tosetti

Abstract

We study the relation between workers' skill dispersion and firm productivity using a unique dataset of Italian manufacturing firms from the early eighties to the late nineties with individual records on all their workers. Our measure of skill is the individual worker's effect obtained as a latent variable from a wage equation. Estimates of a generalized CES production function that depends on the skill composition show that a firm's productivity is positively related to skill dispersion within occupational status groups (production and non-production workers) and negatively related to skill dispersion between these groups. Consistently, the variance decomposition shows that most of the overall skill dispersion is within and not between firms. We find no change over time in the share of each component, in contrast with some evidence from other countries, based on less comprehensive data.

Suggested Citation

  • S. Iranzo & F. Schivardi & E. Tosetti, 2006. "Skill dispersion and firm productivity: an analysis with employer-employee matched data," Working Paper CRENoS 200617, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
  • Handle: RePEc:cns:cnscwp:200617
    as

    Download full text from publisher

    File URL: https://crenos.unica.it/crenos/node/249
    Download Restriction: no

    File URL: https://crenos.unica.it/crenos/sites/default/files/wp/06-17.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Lazear, Edward P & Rosen, Sherwin, 1981. "Rank-Order Tournaments as Optimum Labor Contracts," Journal of Political Economy, University of Chicago Press, vol. 89(5), pages 841-864, October.
    2. Giovanni Maggi & Gene M. Grossman, 2000. "Diversity and Trade," American Economic Review, American Economic Association, vol. 90(5), pages 1255-1275, December.
    3. Therry Lallemand & François Rycx, 2006. "Establishment Size and the Dipsersion of Wages: Evidence from european Countries," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot, Berlin, vol. 52(4), pages 309-336.
    4. George A. Akerlof & Janet L. Yellen, 1990. "The Fair Wage-Effort Hypothesis and Unemployment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(2), pages 255-283.
    5. Lawrence F. Katz & Kevin M. Murphy, 1992. "Changes in Relative Wages, 1963–1987: Supply and Demand Factors," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(1), pages 35-78.
    6. Kremer, M & Maskin, E, 1996. "Wage Inequality and Segregation by Skill," Working papers 96-23, Massachusetts Institute of Technology (MIT), Department of Economics.
    7. Michael Kremer, 1993. "The O-Ring Theory of Economic Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 551-575.
    8. Haskel, Jonathan & Hawkes, Denise & Pereira, Sonia, 2005. "Skills, human capital and the plant productivity gap: UK evidence from matched plant, worker and workforce data," CEPR Discussion Papers 5334, C.E.P.R. Discussion Papers.
    9. Rudolf Winter‐Ebmer & Josef Zweimüller, 1999. "Intra‐firm Wage Dispersion and Firm Performance," Kyklos, Wiley Blackwell, vol. 52(4), pages 555-572, November.
    10. repec:adr:anecst:y:2005:i:79-80:p:13 is not listed on IDEAS
    11. John M. Abowd & Francis Kramarz & David N. Margolis, 1999. "High Wage Workers and High Wage Firms," Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
    12. Luigi Guiso & Luigi Pistaferri & Fabiano Schivardi, 2005. "Insurance within the Firm," Journal of Political Economy, University of Chicago Press, vol. 113(5), pages 1054-1087, October.
    13. Julia I. Lane & John C. Haltiwanger & James Spletzer, 1999. "Productivity Differences across Employers: The Roles of Employer Size, Age, and Human Capital," American Economic Review, American Economic Association, vol. 89(2), pages 94-98, May.
    14. repec:dau:papers:123456789/10093 is not listed on IDEAS
    15. Daron Acemoglu, 1999. "Changes in Unemployment and Wage Inequality: An Alternative Theory and Some Evidence," American Economic Review, American Economic Association, vol. 89(5), pages 1259-1278, December.
    16. Antonio Ciccone & Giovanni Peri, 2005. "Long-Run Substitutability Between More and Less Educated Workers: Evidence from U.S. States, 1950-1990," The Review of Economics and Statistics, MIT Press, vol. 87(4), pages 652-663, November.
    17. Françis Kramarz & Françis Kramarz & Louis-Paul Pelé, 1996. "Wage Inequalities and Firm-Specific Compensation policies in France," Annals of Economics and Statistics, GENES, issue 41-42, pages 369-386.
    18. Luis Garicano & Esteban Rossi-Hansberg, 2004. "Inequality and the Organization of Knowledge," American Economic Review, American Economic Association, vol. 94(2), pages 197-202, May.
    19. Michael Kremer & Eric Maskin, 1996. "Wage Inequality and Segregation," Harvard Institute of Economic Research Working Papers 1777, Harvard - Institute of Economic Research.
    20. Thierry Lallemand & Robert Plasman & François Rycx, 2004. "Intra‐Firm Wage Dispersion and Firm Performance: Evidence from Linked Employer‐Employee Data," Kyklos, Wiley Blackwell, vol. 57(4), pages 533-558, November.
    21. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    22. Timothy Dunne & Lucia Foster & John Haltiwanger & Kenneth R. Troske, 2004. "Wage and Productivity Dispersion in United States Manufacturing: The Role of Computer Investment," Journal of Labor Economics, University of Chicago Press, vol. 22(2), pages 397-430, April.
    23. Francesco Caselli, 1999. "Technological Revolutions," American Economic Review, American Economic Association, vol. 89(1), pages 78-102, March.
    24. Eli Berman & John Bound & Zvi Griliches, 1994. "Changes in the Demand for Skilled Labor within U. S. Manufacturing: Evidence from the Annual Survey of Manufactures," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 367-397.
    25. Haltiwanger, John C. & Lane, Julia I. & Spletzer, James R., 2007. "Wages, productivity, and the dynamic interaction of businesses and workers," Labour Economics, Elsevier, vol. 14(3), pages 575-602, June.
    26. Dunne, Timothy & Haltiwanger, John & Troske, Kenneth R., 1997. "Technology and jobs: secular changes and cyclical dynamics," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 46(1), pages 107-178, June.
    27. Eve Caroli & John Van Reenen, 2001. "Skill-Biased Organizational Change? Evidence from A Panel of British and French Establishments," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1449-1492.
    28. George E. Johnson, 1997. "Changes in Earnings Inequality: The Role of Demand Shifts," Journal of Economic Perspectives, American Economic Association, vol. 11(2), pages 41-54, Spring.
    29. repec:adr:anecst:y:1996:i:41-42:p:15 is not listed on IDEAS
    30. Carlo Dell’Aringa & Laura Pagani, 2007. "Collective Bargaining and Wage Dispersion in Europe," British Journal of Industrial Relations, London School of Economics, vol. 45(1), pages 29-54, March.
    31. Timothy Dunne & John Haltiwanger & Lucia Foster, 2000. "Wage and Productivity Dispersion in U.S. Manufacturing: The Role of Computer Investment," NBER Working Papers 7465, National Bureau of Economic Research, Inc.
    32. Flabbi, Luca & Ichino, Andrea, 2001. "Productivity, seniority and wages: new evidence from personnel data," Labour Economics, Elsevier, vol. 8(3), pages 359-387, June.
    33. Rosen, Sherwin, 1981. "The Economics of Superstars," American Economic Review, American Economic Association, vol. 71(5), pages 845-858, December.
    34. Francesco Caselli & Wilbur John Coleman II, 2006. "The World Technology Frontier," American Economic Review, American Economic Association, vol. 96(3), pages 499-522, June.
    35. Timothy F. Bresnahan & Erik Brynjolfsson & Lorin M. Hitt, 2002. "Information Technology, Workplace Organization, and the Demand for Skilled Labor: Firm-Level Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 339-376.
    36. Federico Cingano & Fabiano Schivardi, 2004. "Identifying the Sources of Local Productivity Growth," Journal of the European Economic Association, MIT Press, vol. 2(4), pages 720-742, June.
    37. John M. Abowd & Francis Kramarz, 2010. "Human Capital and Worker Productivity: Direct Evidence from Linked Employer-Employee Data," NBER Chapters, in: Contributions in Memory of Zvi Griliches, pages 323-338, National Bureau of Economic Research, Inc.
    38. Silvia Fabiani & Fabiano Schivardi & Sandro Trento, 2005. "ICT adoption in Italian manufacturing: firm-level evidence," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 14(2), pages 225-249, April.
    39. Steve J. Davis & John Haltiwanger, 1991. "Wage Dispersion Between and Within U.S. Manufacturing Plants, 1963-1986," NBER Working Papers 3722, National Bureau of Economic Research, Inc.
    40. Per Krusell & Lee E. Ohanian & JosÈ-Victor RÌos-Rull & Giovanni L. Violante, 2000. "Capital-Skill Complementarity and Inequality: A Macroeconomic Analysis," Econometrica, Econometric Society, vol. 68(5), pages 1029-1054, September.
    41. Ackerberg, Daniel & Caves, Kevin & Frazer, Garth, 2006. "Structural identification of production functions," MPRA Paper 38349, University Library of Munich, Germany.
    42. Paolo Manasse & Luca Stanca, 2003. "Working on the Train? The Role of Technical Progress and Trade in Explaining Wage Differentials in Italian Firms," Development Working Papers 177, Centro Studi Luca d'Agliano, University of Milano.
    43. John M. Abowd & Robert H. Creecy & Francis Kramarz, 2002. "Computing Person and Firm Effects Using Linked Longitudinal Employer-Employee Data," Longitudinal Employer-Household Dynamics Technical Papers 2002-06, Center for Economic Studies, U.S. Census Bureau.
    44. Sherwin Rosen, 1982. "Authority, Control, and the Distribution of Earnings," Bell Journal of Economics, The RAND Corporation, vol. 13(2), pages 311-323, Autumn.
    45. George Baker & Michael Gibbs & Bengt Holmstrom, 1994. "The Internal Economics of the Firm: Evidence from Personnel Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 881-919.
    46. Milgrom, Paul & Roberts, John, 1990. "The Economics of Modern Manufacturing: Technology, Strategy, and Organization," American Economic Review, American Economic Association, vol. 80(3), pages 511-528, June.
    47. Winter-Ebmer, Rudolf & Zweimuller, Josef, 1999. "Intra-Firm Wage Dispersion and Firm Performance," Kyklos, Wiley Blackwell, vol. 52(4), pages 555-572.
    48. Luis Garicano & Esteban Rossi-Hansberg, 2006. "Organization and Inequality in a Knowledge Economy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(4), pages 1383-1435.
    49. John M. Abowd & Paul A. Lengermann & Kevin L. McKinney, 2002. "The Measurement of Human Capital in the U.S. Economy," Longitudinal Employer-Household Dynamics Technical Papers 2002-09, Center for Economic Studies, U.S. Census Bureau, revised Mar 2003.
    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. Navon, Guy, 2009. "Human Capital Spillovers in the Workplace: Labor Diversity and Productivity," MPRA Paper 17741, University Library of Munich, Germany.
    2. Christina Håkanson & Erik Lindqvist & Jonas Vlachos, 2021. "Firms and Skills: The Evolution of Worker Sorting," Journal of Human Resources, University of Wisconsin Press, vol. 56(2), pages 512-538.
    3. Timothy Dunne & John Haltiwanger & Lucia Foster, 2000. "Wage and Productivity Dispersion in U.S. Manufacturing: The Role of Computer Investment," NBER Working Papers 7465, National Bureau of Economic Research, Inc.
    4. John M. Abowd & John Haltiwanger & Julia Lane & Kevin L. McKinney & Kristin Sandusky, 2007. "Technology and the Demand for Skill:An Analysis of Within and Between Firm Differences," NBER Working Papers 13043, National Bureau of Economic Research, Inc.
    5. John M. Abowd & John Haltiwanger & Julia I. Lane & Kristin Sandusky, 2001. "Within and Between Firm Changes in Human Capital, Technology, and Productivity Preliminary and incomplete," Longitudinal Employer-Household Dynamics Technical Papers 2001-03, Center for Economic Studies, U.S. Census Bureau.
    6. Gavilan, Angel, 2012. "Wage inequality, segregation by skill and the price of capital in an assignment model," European Economic Review, Elsevier, vol. 56(1), pages 116-137.
    7. Luis Garicano & Thomas N. Hubbard, 2016. "The Returns to Knowledge Hierarchies," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 32(4), pages 653-684.
    8. Uwe Jirjahn & Kornelius Kraft, 2010. "Teamwork And Intra‐Firm Wage Dispersion Among Blue‐Collar Workers," Scottish Journal of Political Economy, Scottish Economic Society, vol. 57(4), pages 404-429, September.
    9. Jae Song & David J Price & Fatih Guvenen & Nicholas Bloom & Till von Wachter, 2019. "Firming Up Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(1), pages 1-50.
    10. Oyer, Paul & Schaefer, Scott, 2011. "Personnel Economics: Hiring and Incentives," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 20, pages 1769-1823, Elsevier.
    11. Nathalie Greenan & Emmanuelle Walkowiak, 2005. "Informatique, organisation du travail et interactions sociales," Économie et Statistique, Programme National Persée, vol. 387(1), pages 35-63.
    12. Antonio Cabrales, 2010. "The causes and economic consequences of envy," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 1(4), pages 371-386, September.
    13. Lane, Julia I. & Salmon, Laurie A. & Spletzer, James R., 2007. "Establishment Wage Differentials," Working Papers 403, U.S. Bureau of Labor Statistics.
    14. Battisti, Michele, 2017. "High wage workers and high wage peers," Labour Economics, Elsevier, vol. 46(C), pages 47-63.
    15. Luis Garicano & Esteban Rossi-Hansberg, 2015. "Knowledge-Based Hierarchies: Using Organizations to Understand the Economy," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 1-30, August.
    16. Haltiwanger, John C. & Lane, Julia I. & Spletzer, James R., 2007. "Wages, productivity, and the dynamic interaction of businesses and workers," Labour Economics, Elsevier, vol. 14(3), pages 575-602, June.
    17. Even Caroli & John Van Reenen, 1999. "Organization, skill and technology: evidence from a panel of British and French establishments," IFS Working Papers W99/23, Institute for Fiscal Studies.
    18. Rui Baptista & Francisco Lima & Miguel Preto, 2013. "Entrepreneurial skills and workers’ wages in small firms," Small Business Economics, Springer, vol. 40(2), pages 309-323, February.
    19. Ángel Gavilán, 2006. "Wage inequality, segregation by skill and the price of capital in an assignment model," Working Papers 0613, Banco de España.
    20. Jin‐Tan Liu & Meng‐Wen Tsou & Ping Wang, 2010. "Workforce Composition And Firm Productivity: Evidence From Taiwan," Economic Inquiry, Western Economic Association International, vol. 48(4), pages 1032-1047, October.

    More about this item

    Keywords

    matched data; skill distribution; productivity;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • L23 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Organization of Production

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:cns:cnscwp:200617. 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: CRENoS (email available below). General contact details of provider: https://edirc.repec.org/data/crenoit.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.