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ICT, Skills and Organisational Change: Evidence from a Panel of Italian Manufacturing Firms

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Author Info
Paola Giuri
Salvatore Torrisi
Natalia Zinovyeva

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Abstract

This paper explores the complementarity between skills, organizational change and investments in information and communication technology (ICT). Our work contributes to the literature on the effects of ICT by testing the hypothesis of complementarity in a panel of 540 Italian manufacturing firms during the period 1995-2000. Our analysis provides strong support to the hypothesis of complementarity between skills and ICT (which is at the core of the skill-biased technical change theory). We also find some evidence in favour of the skill-biased organizational change hypothesis. The results obtained by drawing on different statistical methods suggest that interactions among ICT, skills and organizational change are complex and non-linear and difficult to explain.

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Paper provided by Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy in its series LEM Papers Series with number 2005/11.

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Date of creation: 10 May 2005
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Handle: RePEc:ssa:lemwps:2005/11

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Related research
Keywords: Organisational Change; ICT Investment; Workplace Organization; Human Capital; Productivity;

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This paper has been announced in the following NEP Reports: References listed on IDEAS
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  1. Berman, E. & Bound, J. & Machin, S., 1997. "Implications of Skill-Biased Technological Change: International Evidence," Papers 25, Centre for Economic Performance & Institute of Economics.
    Other versions:
  2. Mariacristina Piva & Marco Vivarelli, 2004. "The determinants of the skill bias in Italy: R&D, organisation or globalisation?," Economics of Innovation and New Technology, Taylor and Francis Journals, vol. 13(4), pages 329-347, June. [Downloadable!] (restricted)
  3. Arora, Ashish, 1996. "Testing for complementarities in reduced-form regressions: A note," Economics Letters, Elsevier, vol. 50(1), pages 51-55, January. [Downloadable!] (restricted)
  4. 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. [Downloadable!] (restricted)
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  5. Lokshin,Boris & Carree,Martin & Belderbos,René, 2004. "Testing for complementarity and substitutability in case of multiple practices," Research Memoranda 002, Maastricht : METEOR, Maastricht Research School of Economics of Technology and Organization. [Downloadable!]
  6. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed The Labor Market?," The Quarterly Journal of Economics, MIT Press, vol. 113(4), pages 1169-1213, November. [Downloadable!] (restricted)
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  7. 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. [Downloadable!] (restricted)
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  8. Brynjolfsson, Erik & Hitt, Lorin M., 2004. "Computing Productivity: Firm-Level Evidence," Working papers 4210-01, Massachusetts Institute of Technology (MIT), Sloan School of Management. [Downloadable!]
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  9. Erik Brynjolfsson & Lorin M. Hitt, 2000. "Beyond Computation: Information Technology, Organizational Transformation and Business Performance," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 23-48, Fall. [Downloadable!] (restricted)
  10. Spyros Arvanitis, 2005. "Computerization, workplace organization, skilled labour and firm productivity: Evidence for the Swiss business sector," Economics of Innovation and New Technology, Taylor and Francis Journals, vol. 14(4), pages 225-249, June. [Downloadable!] (restricted)
  11. Christopher L. Erikson & Andrea Ichino, 1994. "Wage Differentials in Italy: Market Forces, Institutions, and Inflation," NBER Working Papers 4922, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  12. Ichniowski, Casey & Shaw, Kathryn & Prennushi, Giovanna, 1997. "The Effects of Human Resource Management Practices on Productivity: A Study of Steel Finishing Lines," American Economic Review, American Economic Association, vol. 87(3), pages 291-313, June. [Downloadable!] (restricted)
  13. Susan Athey & Scott Stern, 1998. "An Empirical Framework for Testing Theories About Complimentarity in Organizational Design," NBER Working Papers 6600, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  14. Arora, Ashish & Gambardella, Alfonso, 1990. "Complementarity and External Linkages: The Strategies of the Large Firms in Biotechnology," Journal of Industrial Economics, Blackwell Publishing, vol. 38(4), pages 361-79, June. [Downloadable!] (restricted)
  15. Bertschek, Irene & Kaiser, Ulrich, 2001. "Productivity effects of organizational change : microeconometric evidence," ZEW Discussion Papers 01-32, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research. [Downloadable!]
  16. Stephen Machin & John Van Reenen, 1998. "Technology And Changes In Skill Structure: Evidence From Seven Oecd Countries," The Quarterly Journal of Economics, MIT Press, vol. 113(4), pages 1215-1244, November. [Downloadable!] (restricted)
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  17. 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. [Downloadable!] (restricted)
  18. Bresnahan, Timothy F, 1999. "Computerisation and Wage Dispersion: An Analytical Reinterpretation," Economic Journal, Royal Economic Society, vol. 109(456), pages F390-415, June. [Downloadable!] (restricted)
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  19. Wolak, Frank A., 1989. "Testing inequality constraints in linear econometric models," Journal of Econometrics, Elsevier, vol. 41(2), pages 205-235, June. [Downloadable!] (restricted)
  20. Francesco Daveri, 2003. "Information Technology and Productivity Growth Across Countries and Sectors," Working Papers 227, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University. [Downloadable!]
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(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Andreas Koch & Jochen Spaeth, 2009. "New Firms---Different Jobs? An Inquiry into the Quality of Employment in Start-ups and Incumbents," IAW Discussion Papers 50, Institut für Angewandte Wirtschaftsforschung (IAW). [Downloadable!]
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