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Skill Dispersion and Firm Productivity: An Analysis with Employer-Employee Matched Data

  • Susana Iranzo
  • Fabiano Schivardi
  • Elisa Tosetti

We study the relation between workers' skill dispersion and firm productivity using a unique data set of Italian manufacturing firms with individual records on all their workers. Our measure of skill is the individual worker's effect from a wage equation. We find that a firm's productivity is positively related to skill dispersion within occupational status groups (production and nonproduction workers) and negatively related to skill dispersion between these groups. Consistently, most of the overall skill dispersion is within and not between firms. These findings are consistent with some recent hierarchical models of the firms' organizational structure. (c) 2008 by The University of Chicago. All rights reserved.

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Article provided by University of Chicago Press in its journal Journal of Labor Economics.

Volume (Year): 26 (2008)
Issue (Month): 2 (04)
Pages: 247-285

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Handle: RePEc:ucp:jlabec:v:26:y:2008:i:2:p:247-285
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  1. Caselli, Francesco & Coleman II, Wilbur John, 2000. "The World Technology Frontier," CEPR Discussion Papers 2584, C.E.P.R. Discussion Papers.
  2. Katz, Lawrence F & Murphy, Kevin M, 1992. "Changes in Relative Wages, 1963-1987: Supply and Demand Factors," The Quarterly Journal of Economics, MIT Press, vol. 107(1), pages 35-78, February.
  3. 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, MIT Press, vol. 117(1), pages 339-376, February.
  4. Gene M. Grossman & Giovanni Maggi, 1998. "Diversity and Trade," NBER Working Papers 6741, National Bureau of Economic Research, Inc.
  5. Flabbi, Luca & Ichino, Andrea, 1998. "Productivity, Seniority and Wages: New Evidence from Personnel Data," CEPR Discussion Papers 1966, C.E.P.R. Discussion Papers.
  6. Michael Kremer & Eric Maskin, 1996. "Wage Inequality and Segregation," Harvard Institute of Economic Research Working Papers 1777, Harvard - Institute of Economic Research.
  7. 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.
  8. 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.
  9. Antonio Ciccone & Giovanni Peri, 2004. "Long-run substitutability between more and less educated workers: Evidence from U.S. States 1950-1990," Economics Working Papers 764, Department of Economics and Business, Universitat Pompeu Fabra.
  10. 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.
  11. 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.
  12. 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.
  13. Luigi Guiso & Luigi Pistaferri & Fabiano Schivardi, 2001. "Insurance within the Firm," Temi di discussione (Economic working papers) 414, Bank of Italy, Economic Research and International Relations Area.
  14. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-97, November.
  15. P. Manasse & L. Stanca, 2003. "Working on the Train? The role of technical Progress and the Trade in Explaining Wage Differentials in Italian Firms," Working Papers 482, Dipartimento Scienze Economiche, Universita' di Bologna.
  16. 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 841-64, October.
  17. Ackerberg, Daniel & Caves, Kevin & Frazer, Garth, 2006. "Structural identification of production functions," MPRA Paper 38349, University Library of Munich, Germany.
  18. 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, 06.
  19. Berman, Eli & Bound, John & Griliches, Zvi, 1994. "Changes in the Demand for Skilled Labor within U.S. Manufacturing: Evidence from the Annual Survey of Manufactures," The Quarterly Journal of Economics, MIT Press, vol. 109(2), pages 367-97, May.
  20. Luis Garicano & Esteban Rossi-Hansberg, 2005. "Organization and Inequality in a Knowledge Economy," NBER Working Papers 11458, National Bureau of Economic Research, Inc.
  21. 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.
  22. Timothy Dunne & Kenneth R Troske & John Haltiwanger, 1996. "Technology and Jobs: Secular Changes and Cyclical Dynamics," Working Papers 96-7, Center for Economic Studies, U.S. Census Bureau.
  23. 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.
  24. 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.
  25. 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.
  26. Rosen, Sherwin, 1981. "The Economics of Superstars," American Economic Review, American Economic Association, vol. 71(5), pages 845-58, December.
  27. Kremer, M & Maskin, E, 1996. "Wage Inequality and Segregation by Skill," Working papers 96-23, Massachusetts Institute of Technology (MIT), Department of Economics.
  28. Baker, George & Gibbs, Michael & Holmstrom, Bengt, 1994. "The Internal Economics of the Firm: Evidence from Personnel Data," The Quarterly Journal of Economics, MIT Press, vol. 109(4), pages 881-919, November.
  29. Milgrom, Paul & Roberts, John, 1990. "The Economics of Modern Manufacturing: Technology, Strategy, and Organization," American Economic Review, American Economic Association, vol. 80(3), pages 511-28, June.
  30. Dunne, Timothy & Foster, Lucia & Haltiwanger, John C. & Troske, Kenneth, 2002. "Wage and Productivity Dispersion in U.S. Manufacturing: The Role of Computer Investment," IZA Discussion Papers 563, Institute for the Study of Labor (IZA).
  31. Kremer, Michael, 1993. "The O-Ring Theory of Economic Development," The Quarterly Journal of Economics, MIT Press, vol. 108(3), pages 551-75, August.
  32. 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.
  33. 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.
  34. Eve Caroli & John Van Reenen, 2001. "Skill-Biased Organizational Change? Evidence From A Panel Of British And French Establishments," The Quarterly Journal of Economics, MIT Press, vol. 116(4), pages 1449-1492, November.
  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. 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.
  37. John M. ABOWD & Francis KRAMARZ, 2005. "Human Capital and Worker Productivity: Direct Evidence from Linked Employer-Employee Data," Annals of Economics and Statistics, GENES, issue 79-80, pages 323-338.
  38. Rudolf Winter-Ebmer & Josef Zweimueller, . "Intra-firm Wage Dispersion and Firm Performance," IEW - Working Papers 008, Institute for Empirical Research in Economics - University of Zurich.
  39. Francesco Caselli, 1999. "Technological Revolutions," American Economic Review, American Economic Association, vol. 89(1), pages 78-102, March.
  40. Françis KRAMARZ & Francis 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.
  41. 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.
  42. Akerlof, George A & Yellen, Janet L, 1990. "The Fair Wage-Effort Hypothesis and Unemployment," The Quarterly Journal of Economics, MIT Press, vol. 105(2), pages 255-83, May.
  43. 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.
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