IDEAS home Printed from https://ideas.repec.org/a/wly/mgtdec/v27y2006i1p63-73.html
   My bibliography  Save this article

Technological and organizational changes as determinants of the skill bias: evidence from the Italian machinery industry

Author

Listed:
  • Mariacristina Piva

    (Department of Economic and Social Sciences, Catholic University, Piacenza, Italy)

  • Enrico Santarelli
  • Marco Vivarelli

Abstract

Recent empirical literature has introduced the 'Skill Biased Organizational Change' (SBOC) hypothesis, according to which organizational change can be considered as one of the main causes of the skill bias (increase in the number of highly skilled workers) exhibited by manufacturing employment in developed countries. This paper focuses on the importance of the SBOC with respect to the more traditional 'Skill Biased Technological Change' in driving the skill composition of workers in the Italian machinery sector. A dynamic panel data analysis is proposed which uses a unique firm-level dataset. The results show that both skilled and unskilled workers are negatively affected by technological change, while organizational change-which in turn may be linked to new technologies-is positively linked to skilled workers. Copyright © 2005 John Wiley & Sons, Ltd.

Suggested Citation

  • Mariacristina Piva & Enrico Santarelli & Marco Vivarelli, 2006. "Technological and organizational changes as determinants of the skill bias: evidence from the Italian machinery industry," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 63-73.
  • Handle: RePEc:wly:mgtdec:v:27:y:2006:i:1:p:63-73
    DOI: 10.1002/mde.1246
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1002/mde.1246
    File Function: Link to full text; subscription required
    Download Restriction: no

    File URL: https://libkey.io/10.1002/mde.1246?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Patrick Bolton & Mathias Dewatripont, 1994. "The Firm as a Communication Network," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 809-839.
    2. Andersen, Torben G & Sorensen, Bent E, 1996. "GMM Estimation of a Stochastic Volatility Model: A Monte Carlo Study," Journal of Business & Economic Statistics, American Statistical Association, vol. 14(3), pages 328-352, July.
    3. Haskel, Jonathan & Heden, Ylva, 1999. "Computers and the Demand for Skilled Labour: Industry- and Establishment-Level Panel Evidence for the UK," Economic Journal, Royal Economic Society, vol. 109(454), pages 68-79, March.
    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, President and Fellows of Harvard College, vol. 117(1), pages 339-376.
    5. Nathalie Greenan & Jacques Mairesse & Agnès Topiol-Bensaid, 2000. "Information Technology and Research and Development Impacts on Productivity and Skills : Looking for Correlations on French Firm Panel Data," Working Papers 2000-50, Center for Research in Economics and Statistics.
    6. James D. Adams, 1999. "The Structure Of Firm R&D, The Factor Intensity Of Production, And Skill Bias," The Review of Economics and Statistics, MIT Press, vol. 81(3), pages 499-510, August.
    7. Piva, Mariacristina & Santarelli, Enrico & Vivarelli, Marco, 2005. "The skill bias effect of technological and organisational change: Evidence and policy implications," Research Policy, Elsevier, vol. 34(2), pages 141-157, March.
    8. Jacques Mairesse & Nathalie Greenan & Agnes Topiol-Bensaid, 2001. "Information Technology and Research and Development Impacts on Productivity and Skills: Looking for Correlations on French Firm Level Data," NBER Working Papers 8075, National Bureau of Economic Research, Inc.
    9. Nathalie Greenan & Dominique Guellec, 1998. "Firm Organization, Technology And Performance: An Empirical Study," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 6(4), pages 313-347.
    10. repec:dau:papers:123456789/10093 is not listed on IDEAS
    11. Sandra E. Black & Lisa M. Lynch, 2001. "How To Compete: The Impact Of Workplace Practices And Information Technology On Productivity," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 434-445, August.
    12. Eli Berman & John Bound & Zvi Griliches, 1993. "Changes in the Demand for Skilled Labor within U.S. Manufacturing Industries: Evidence from the Annual Survey of Manufacturing," NBER Working Papers 4255, National Bureau of Economic Research, Inc.
    13. Cohen, Wesley M & Klepper, Steven, 1996. "Firm Size and the Nature of Innovation within Industries: The Case of Process and Product R&D," The Review of Economics and Statistics, MIT Press, vol. 78(2), pages 232-243, May.
    14. Slaughter, Matthew J., 2000. "Production transfer within multinational enterprises and American wages," Journal of International Economics, Elsevier, vol. 50(2), pages 449-472, April.
    15. 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 & Francis Journals, vol. 13(4), pages 329-347.
    16. 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.
    17. Masahiko Aoki, 2013. "Horizontal vs. Vertical Information Structure of the Firm," Chapters, in: Comparative Institutional Analysis, chapter 5, pages 57-58, Edward Elgar Publishing.
    18. 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.
    19. 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.
    20. Claudia Goldin & Lawrence F. Katz, 1998. "The Origins of Technology-Skill Complementarity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(3), pages 693-732.
    21. David O’Connor & Mariarosa Lunati, 1999. "Economic Opening and the Demand for Skills in Developing Countries: A Review of Theory and Evidence," OECD Development Centre Working Papers 149, OECD Publishing.
    22. 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.
    23. Massimo G. Colombo & Marco Delmastro, 2002. "The Determinants of Organizational Change and Structural Inertia: Technological and Organizational Factors," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 11(4), pages 595-635, December.
    24. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed the Labor Market?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1169-1213.
    25. Machin, Steve, 1994. "Changes in the Relative Demand for Skills in the UK Labour Market," CEPR Discussion Papers 952, C.E.P.R. Discussion Papers.
    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. Halkos, George, 2012. "Importance and influence of organizational changes on companies and their employees," MPRA Paper 36811, University Library of Munich, Germany.
    2. Annika Campaner & John S. Heywood & Uwe Jirjahn, 2022. "Flexible work organization and employer provided training: Evidence from German linked employer‐employee data," Kyklos, Wiley Blackwell, vol. 75(1), pages 3-29, February.
    3. Cristiano Antonelli & Francesco Quatraro, 2014. "The effects of biased technological changes on total factor productivity: a rejoinder and new empirical evidence," The Journal of Technology Transfer, Springer, vol. 39(2), pages 281-299, April.
    4. Cristiano Antonelli & Giuseppe Scellato, 2015. "Firms size and directed technological change," Small Business Economics, Springer, vol. 44(1), pages 207-218, January.
    5. Antonioli, Davide & Manzalini, Rocco & Pini, Paolo, 2011. "Innovation, workers skills and industrial relations: Empirical evidence from firm-level Italian data," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 40(3), pages 312-326, May.
    6. Nanditha Mathew & George Paily, 2022. "STI-DUI innovation modes and firm performance in the Indian capital goods industry: Do small firms differ from large ones?," The Journal of Technology Transfer, Springer, vol. 47(2), pages 435-458, April.
    7. Marco Vivarelli, 2013. "Technology, Employment and Skills: An Interpretative Framework," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 3(1), pages 66-89, June.
    8. Vivarelli, Marco, 2012. "Innovation, Employment and Skills in Advanced and Developing Countries: A Survey of the Literature," IZA Discussion Papers 6291, Institute of Labor Economics (IZA).
    9. Borrás , Susana & Edquist , Charles, 2013. "Competence Building: A Systemic Approach to Innovation Policy," Papers in Innovation Studies 2013/28, Lund University, CIRCLE - Centre for Innovation Research.
    10. Antonelli, Cristiano & Scellato, Giuseppe, 2009. "The Localized Introduction Of Biased Technological Change And Productivity Growth. The Empirical Evidence In The Italian Manufacturing Industry," Department of Economics and Statistics Cognetti de Martiis LEI & BRICK - Laboratory of Economics of Innovation "Franco Momigliano", Bureau of Research in Innovation, Complexity and Knowledge, Collegio 200908, University of Turin.

    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. Piva, Mariacristina & Santarelli, Enrico & Vivarelli, Marco, 2005. "The skill bias effect of technological and organisational change: Evidence and policy implications," Research Policy, Elsevier, vol. 34(2), pages 141-157, March.
    2. Mariacristina Piva & Enrico Santarelli & Marco Vivarelli, 2004. "Technological and Organizational Changes as Determinants of the Skill Bias: Evidence from a Panel of Italian Firms," Papers on Entrepreneurship, Growth and Public Policy 2004-03, Max Planck Institute of Economics, Entrepreneurship, Growth and Public Policy Group.
    3. Mariacristina Piva & Marco Vivarelli, 2002. "The Skill Bias: Comparative evidence and an econometric test," International Review of Applied Economics, Taylor & Francis Journals, vol. 16(3), pages 347-357.
    4. Kathryn Shaw, 2004. "The Human Resources Revolution: Is It a Productivity Driver?," NBER Chapters, in: Innovation Policy and the Economy, Volume 4, pages 69-114, National Bureau of Economic Research, Inc.
    5. Paolo Ghinetti, 2007. "Technology Innovations, Organisational Changes and Firms’ Wages in Italy," Working Papers 111, SEMEQ Department - Faculty of Economics - University of Eastern Piedmont.
    6. 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 & Francis Journals, vol. 13(4), pages 329-347.
    7. Luis Garicano & Paul Heaton, 2010. "Information Technology, Organization, and Productivity in the Public Sector: Evidence from Police Departments," Journal of Labor Economics, University of Chicago Press, vol. 28(1), pages 167-201, January.
    8. Zand, Fardad & Van Beers, Cees & Van Leeuwen, George, 2011. "Information technology, organizational change and firm productivity: A panel study of complementarity effects and clustering patterns in Manufacturing and Services," MPRA Paper 46469, University Library of Munich, Germany.
    9. Fibla Gasparín, Ma. Teresa, 2010. "Productivity in southern European small firms: When and how work organization complements process innovation," Working Papers 2072/179600, Universitat Rovira i Virgili, Department of Economics.
    10. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    11. Natália Barbosa & Ana Faria, 2008. "Technology adoption: does labour skill matter? Evidence from Portuguese firm-level data," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 35(2), pages 179-194, April.
    12. Dostie Benoit & Jayaraman Rajshri, 2012. "Organizational Redesign, Information Technologies and Workplace Productivity," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 12(1), pages 1-41, February.
    13. Maarten Goos & Melanie Arntz & Ulrich Zierahn & Terry Gregory & Stephanie Carretero Gomez & Ignacio Gonzalez Vazquez & Koen Jonkers, 2019. "The Impact of Technological Innovation on the Future of Work," JRC Working Papers on Labour, Education and Technology 2019-03, Joint Research Centre.
    14. Paola Giuri & Salvatore Torrisi & Natalia Zinovyeva, 2005. "ICT, Skills and Organisational Change: Evidence from a Panel of Italian Manufacturing Firms," LEM Papers Series 2005/11, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    15. 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.
    16. Marco Vivarelli & Mariacristina Piva, 2001. "The skill bias in Italy: a first report," Economics Bulletin, AccessEcon, vol. 15(2), pages 1-8.
    17. Philippe Askenazy & Ève Caroli & Vincent Marcus, 2002. "New Organizational Practices and Working Conditions . Evidence from France in the 1990's," Recherches économiques de Louvain, De Boeck Université, vol. 68(1), pages 91-110.
    18. Francis Green, 2012. "Employee Involvement, Technology and Evolution in Job Skills: A Task-Based Analysis," ILR Review, Cornell University, ILR School, vol. 65(1), pages 36-67, January.
    19. Stephan KUDYBA, 2004. "The productivity pay-off from effective allocation of IT and non-IT labour," International Labour Review, International Labour Organization, vol. 143(3), pages 235-247, September.
    20. Adriaan Zon & Roberto Antonietti, 2016. "Education and training in a model of endogenous growth with creative wear-and-tear," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 33(1), pages 35-62, April.

    More about this item

    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:wly:mgtdec:v:27:y:2006:i:1:p:63-73. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www3.interscience.wiley.com/cgi-bin/jhome/7976 .

    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.