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: http://crenos.unica.it/crenos/node/249
    Download Restriction: no

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

    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. George A. Akerlof & Janet L. Yellen, 1990. "The Fair Wage-Effort Hypothesis and Unemployment," The Quarterly Journal of Economics, Oxford University Press, vol. 105(2), pages 255-283.
    3. Kremer, M & Maskin, E, 1996. "Wage Inequality and Segregation by Skill," Working papers 96-23, Massachusetts Institute of Technology (MIT), Department of Economics.
    4. Michael Kremer, 1993. "The O-Ring Theory of Economic Development," The Quarterly Journal of Economics, Oxford University Press, vol. 108(3), pages 551-575.
    5. 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.
    6. Winter-Ebmer, Rudolf & Zweimuller, Josef, 1999. "Intra-Firm Wage Dispersion and Firm Performance," Kyklos, Wiley Blackwell, vol. 52(4), pages 555-572.
    7. repec:adr:anecst:y:2005:i:79-80:p:13 is not listed on IDEAS
    8. 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.
    9. 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.
    10. repec:dau:papers:123456789/10093 is not listed on IDEAS
    11. 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.
    12. 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.
    13. Michael Kremer & Eric Maskin, 1996. "Wage Inequality and Segregation," Harvard Institute of Economic Research Working Papers 1777, Harvard - Institute of Economic Research.
    14. 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.
    15. 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.
    16. Francesco Caselli, 1999. "Technological Revolutions," American Economic Review, American Economic Association, vol. 89(1), pages 78-102, March.
    17. 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, Oxford University Press, vol. 109(2), pages 367-397.
    18. 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.
    19. Eve Caroli & John Van Reenen, 2001. "Skill-Biased Organizational Change? Evidence from A Panel of British and French Establishments," The Quarterly Journal of Economics, Oxford University Press, vol. 116(4), pages 1449-1492.
    20. 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.
    21. repec:adr:anecst:y:1996:i:41-42:p:15 is not listed on IDEAS
    22. 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.
    23. Flabbi, Luca & Ichino, Andrea, 2001. "Productivity, seniority and wages: new evidence from personnel data," Labour Economics, Elsevier, vol. 8(3), pages 359-387, June.
    24. Rosen, Sherwin, 1981. "The Economics of Superstars," American Economic Review, American Economic Association, vol. 71(5), pages 845-858, December.
    25. Francesco Caselli & Wilbur John Coleman II, 2006. "The World Technology Frontier," American Economic Review, American Economic Association, vol. 96(3), pages 499-522, June.
    26. 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, Oxford University Press, vol. 117(1), pages 339-376.
    27. 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.
    28. John M. Abowd & Francis Kramarz, 2010. "Human Capital and Worker Productivity: Direct Evidence from LInk Employer-Employee Data," NBER Chapters,in: Contributions in Memory of Zvi Griliches, pages 323-338 National Bureau of Economic Research, Inc.
    29. Silvia Fabiani & Fabiano Schivardi & Sandro Trento, 2005. "ICT adoption in Italian manufacturing: firm-level evidence," Industrial and Corporate Change, Oxford University Press, vol. 14(2), pages 225-249, April.
    30. 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.
    31. 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.
    32. Ackerberg, Daniel & Caves, Kevin & Frazer, Garth, 2006. "Structural identification of production functions," MPRA Paper 38349, University Library of Munich, Germany.
    33. 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.
    34. 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.
    35. Sherwin Rosen, 1982. "Authority, Control, and the Distribution of Earnings," Bell Journal of Economics, The RAND Corporation, vol. 13(2), pages 311-323, Autumn.
    36. George Baker & Michael Gibbs & Bengt Holmstrom, 1994. "The Internal Economics of the Firm: Evidence from Personnel Data," The Quarterly Journal of Economics, Oxford University Press, vol. 109(4), pages 881-919.
    37. 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.
    38. Luis Garicano & Esteban Rossi-Hansberg, 2006. "Organization and Inequality in a Knowledge Economy," The Quarterly Journal of Economics, Oxford University Press, vol. 121(4), pages 1383-1435.
    39. 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)

    Citations

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


    Cited by:

    1. Uschi Backes-Gellner & Stephan Veen, 2008. "The Impact of Workforce Age Heterogeneity on Company Productivity," Working Papers 0078, University of Zurich, Institute for Strategy and Business Economics (ISU), revised Sep 2009.
    2. M. Pitzalis & I. Sulis & M. Porcu, 2008. "Differences of Cultural Capital among Students in Transition to University. Some First Survey Evidences," Working Paper CRENoS 200805, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    3. I. Sulis & M. Porcu, 2008. "Assessing the Effectiveness of a Stochastic Regression Imputation Method for Ordered Categorical Data," Working Paper CRENoS 200804, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    4. Piekkola, Hannu, 2006. "Tax cuts and employment: Evidence from Finnish linked employer-employee data," Discussion Papers 1041, The Research Institute of the Finnish Economy.
    5. Sauro Mocetti, 2012. "Educational choices and the selection process: before and after compulsory schooling," Education Economics, Taylor & Francis Journals, vol. 20(2), pages 189-209, February.
    6. Øivind A. Nilsen & Arvid Raknerud & Marina Rybalka & Terje Skjerpen, 2008. "Skill Composition: Exploring a Wage-based Skill Measure," Discussion Papers 531, Statistics Norway, Research Department.
    7. G. Marletto, 2007. "Crossing The Alps: Three Transport Policy Options," Working Paper CRENoS 200712, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    8. OA Carboni & G. Medda, 2007. "Government Size and the Composition of Public Spending in a Neoclassical Growth Model," Working Paper CRENoS 200701, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.

    More about this item

    Keywords

    matched data; skill distribution; productivity;

    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.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Antonello Pau). General contact details of provider: http://edirc.repec.org/data/crenoit.html .

    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 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.

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

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.