Innovation, Workers Skills and Industrial Relations: Empirical Evidence from Firm-level Italian Data
AbstractThe shifting of labour demand towards relatively more skilled workers has been a hot issue in the economic field for many years. A consolidated explanation for the upskilling phenomenon is that technological-organisational changes have driven the labour demand with detrimental consequences for less skilled workers (skill-biased technological-organisational change). In order to upgrade the skill workforce the firm has at least two main channels at its disposal: the external labour market strategy, mainly based on hiring and firing mechanisms; the internal labour market strategies, which improve the skill base of the employees through training activities. The main objective of the present work is to verify the relations between innovative strategies and both the workforce composition and the training activities, within an integrated framework that also leads us to consider the role of specific aspects of the industrial relations system. The firm level analysis is based on original datasets which include data on manufacturing firms for two Italian local production systems, located in the Emilia-Romagna region. The results suggest that the firms use both the two channels to improve their skill base, which is actually related to the innovation activities, although there is weak supporting evidence of the use of external labour markets to upgrade the workforce skills: the upskilling phenomenon seems to be associated to specific innovative activities in the technological sphere, while specific organisational aspects emerge as detrimental for blue collars. On the side of internal labour market strategies the evidence supports the hypothesis that innovation intensity induce the firms to implement internal procedures in order to upskill the workforce, confirming the importance of internal labour market strategies. Moreover, we have recognized the important role of firm level industrial relations in determining the training activities for the blue collar workers.
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Bibliographic InfoPaper provided by University of Ferrara, Department of Economics in its series Working Papers with number 201106.
Length: 33 pages
Date of creation: 03 Feb 2011
Date of revision:
technological change; organisational change; industrial relations; skills;
Other versions of this item:
- 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.
- J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
- J53 - Labor and Demographic Economics - - Labor-Management Relations, Trade Unions, and Collective Bargaining - - - Labor-Management Relations; Industrial Jurisprudence
- L23 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Organization of Production
- L6 - Industrial Organization - - Industry Studies: Manufacturing
- O33 - Economic Development, Technological Change, and Growth - - Technological Change; Research and Development; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
This paper has been announced in the following NEP Reports:
- NEP-ALL-2011-03-19 (All new papers)
- NEP-BEC-2011-03-19 (Business Economics)
- NEP-CSE-2011-03-19 (Economics of Strategic Management)
- NEP-HRM-2011-03-19 (Human Capital & Human Resource Management)
- NEP-INO-2011-03-19 (Innovation)
- NEP-KNM-2011-03-19 (Knowledge Management & Knowledge Economy)
- NEP-LAB-2011-03-19 (Labour Economics)
- NEP-SBM-2011-03-19 (Small Business Management)
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.:
- Guidetti, Giovanni & Mazzanti, Massimiliano, 2007. "Firm-level training in local economic systems: Complementarities in production and firm innovation strategies," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 36(6), pages 875-894, December.
- Lindbeck, A. & Snower, D.J., 1996.
"Reorganization of Firms and Labor Market Inequality,"
605, Stockholm - International Economic Studies.
- Lindbeck, Assar & Snower, Dennis J, 1996. "Reorganization of Firms and Labor-Market Inequality," American Economic Review, American Economic Association, vol. 86(2), pages 315-21, May.
- Lindbeck, Assar & Snower, Dennis J., 1996. "Reorganization of Firms and Labour Market Inequality," CEPR Discussion Papers 1375, C.E.P.R. Discussion Papers.
- Lindbeck, Assar & Snower, Dennis J., 1997. "Reorganization of Firms and Labor Market Inequality," Seminar Papers 605, Stockholm University, Institute for International Economic Studies.
- Bauer, Thomas K. & Bender, Stefan, 2004.
"Technological change, organizational change, and job turnover,"
Elsevier, vol. 11(3), pages 265-291, June.
- Bauer, Thomas & Bender, Stefan, 2002. "Technological Change, Organizational Change, and Job Turnover," CEPR Discussion Papers 3534, C.E.P.R. Discussion Papers.
- Bauer, Thomas K. & Bender, Stefan, 2002. "Technological Change, Organizational Change, and Job Turnover," IZA Discussion Papers 570, Institute for the Study of Labor (IZA).
- Acemoglu, Daron & Aghion, Philippe & Violante, Giovanni L., 2001.
"Deunionization, technical change and inequality,"
Carnegie-Rochester Conference Series on Public Policy,
Elsevier, vol. 55(1), pages 229-264, December.
- Cecilia Garcia-Penalosa & Eve Caroli & Philippe Aghion, 1999.
"Inequality and Economic Growth: The Perspective of the New Growth Theories,"
Journal of Economic Literature,
American Economic Association, vol. 37(4), pages 1615-1660, December.
- Aghion, Philippe & Caroli, Eve & Garcia-Penalosa, Cecilia, 1999. "Inequality and economic growth: the perspective of the new growth theories," CEPREMAP Working Papers (Couverture Orange) 9908, CEPREMAP.
- Garcia-Penalosa, Cecilia & Aghion, Philippe & Caroli, Eve, 1999. "Inequality and Economic Growth: The Perspective of the New Growth Theories," Economics Papers from University Paris Dauphine 123456789/10091, Paris Dauphine University.
- Massimiliano Bratti & Nicola Matteucci, 2005.
"Is there skilled-biased technological change in Italian manufacturing? Evidence from firm-level data,"
Brussels Economic Review,
ULB -- Universite Libre de Bruxelles, vol. 48(1-2), pages 153-182.
- Massimiliano BRATTI & Nicola MATTEUCCI, 2004. "Is There Skill-Biased Technological Change in Italian Manufacturing? Evidence from Firm-Level Data," Working Papers 202, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
- Piva, Mariacristina & Santarelli, Enrico & Vivarelli, Marco, 2005.
"The skill bias effect of technological and organisational change: Evidence and policy implications,"
Elsevier, vol. 34(2), pages 141-157, March.
- Piva, Mariacristina & Santarelli, Enrico & Vivarelli, Marco, 2003. "The Skill Bias Effect of Technological and Organisational Change: Evidence and Policy Implications," IZA Discussion Papers 934, Institute for the Study of Labor (IZA).
- M. Piva & E. Santarelli & M. Vivarelli, 2003. "The Skill Bias Effect of Technological and Organisational Change: Evidenceand Policy Implications," Working Papers 486, Dipartimento Scienze Economiche, Universita' di Bologna.
- Van Reenen, John & Caroli, Eve, 2001.
"Skill-Biased Organizational Change? Evidence from a panel of British and French establishments,"
Economics Papers from University Paris Dauphine
123456789/10093, Paris Dauphine University.
- 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.
- Caroli, Eve & Van Reenen, John, 1999. "Skill biased organizational change? Evidence from a panel of British and French establishments," CEPREMAP Working Papers (Couverture Orange) 9917, CEPREMAP.
- David H. Autor & Frank Levy & Richard J. Murnane, 2001.
"The Skill Content of Recent Technological Change: An Empirical Exploration,"
NBER Working Papers
8337, National Bureau of Economic Research, Inc.
- David Autor & Frank Levy & Richard Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
- David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The Skill Content Of Recent Technological Change: An Empirical Exploration," The Quarterly Journal of Economics, MIT Press, vol. 118(4), pages 1279-1333, November.
- 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.
- Bresnahan, Timothy F, 1999.
"Computerisation and Wage Dispersion: An Analytical Reinterpretation,"
Royal Economic Society, vol. 109(456), pages F390-415, June.
- Timothy F. Bresnahan, 1997. "Computerization and Wage Dispersion: An Analytical Reinterpretation," Working Papers 97031, Stanford University, Department of Economics.
- Paolo Naticchioni & Andrea Ricci & Emiliano Rustichelli, 2008. "Wage Inequality, Employment Structure and Skill-biased Change in Italy," LABOUR, CEIS, vol. 22(s1), pages 27-51, 06.
- repec:ebl:ecbull:v:15:y:2008:i:7:p:1-10 is not listed on IDEAS
- Richard B. Freeman, 1995. "Are Your Wages Set in Beijing?," Journal of Economic Perspectives, American Economic Association, vol. 9(3), pages 15-32, Summer.
- Roberto Antonietti & Davide Antonioli, 2011. "The impact of production offshoring on the skill composition of manufacturing firms: evidence from Italy," International Review of Applied Economics, Taylor & Francis Journals, vol. 25(1), pages 87-105.
- Guellec, Dominique & Greenan, Nathalie & Caroli, Eve, 2001.
"Organizational Change and Skill Accumulation,"
Economics Papers from University Paris Dauphine
123456789/10092, Paris Dauphine University.
- Falk, Martin, 2001. "Organizational change, new information and communication technologies and the demand for labor in services," ZEW Discussion Papers 01-25, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
- Dominique Goux & Eric Maurin, 1998.
"The Decline in Demand for Unskilled Labor : An Empirical Analysis Method and its Application to France,"
98-53, Centre de Recherche en Economie et Statistique.
- Dominique Goux & Eric Maurin, 2000. "The Decline In Demand For Unskilled Labor: An Empirical Analysis Method And Its Application To France," The Review of Economics and Statistics, MIT Press, vol. 82(4), pages 596-607, November.
- Gilberto Antonelli & Roberto Antonietti & Giovanni Guidetti, 2010.
"Organizational Change, Skill Formation, Human Capital Measurement: Evidence From Italian Manufacturing Firms,"
Journal of Economic Surveys,
Wiley Blackwell, vol. 24(2), pages 206-247, 04.
- G. Antonelli & R. Antonietti & G. Guidetti, 2009. "Organizational Change, Skill Formation, Human Capital Measurement: Evidence From Italian Manufacturing Firms," Working Papers 661, Dipartimento Scienze Economiche, Universita' di Bologna.
- Luc Behaghel & Eve Caroli & Emmanuelle Walkowiak, 2008.
"Innovation and skill upgrading: The role of external vs internal labour markets,"
PSE Working Papers
- Luc Behagel & Eve Caroli & Emmanuelle Walkowiak, 2007. "Innovation and Skill Upgrading : The Role of External vs Internal Labour Markets," Working Papers 2007-02, Centre de Recherche en Economie et Statistique.
- Lisa M. Lynch & Sandra E. Black, 1998. "Beyond the incidence of employer-provided training," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 52(1), pages 64-81, October.
- Ann Bartel & Casey Ichniowski & Kathryn Shaw, 2007. "How Does Information Technology Affect Productivity? Plant-Level Comparisons of Product Innovation, Process Improvement, and Worker Skills," The Quarterly Journal of Economics, MIT Press, vol. 122(4), pages 1721-1758, November.
- Mark Sanders & Bas ter Weel, 2000. "Skill-Biased Technical Change Theoretical Concepts, Empirical Problems and a Survey of the Evidence," DRUID Working Papers 00-8, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
- Paola CASAVOLA & Andréa GAVOSTO & Paolo SESTITO, 1996. "Technical Progres and Wage Dispersion in Italy: Evidence from Firm's Data," Annales d'Economie et de Statistique, ENSAE, issue 41-42, pages 387-412.
- 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.
- Caroli, Eve, 2001. "New technologies, organizational change and the skill bias: what do we know?," Economics Papers from University Paris Dauphine 123456789/10054, Paris Dauphine University.
- Aguirregabiria, Victor & Alonso-Borrego, Cesar, 2001. "Occupational structure, technological innovation, and reorganization of production," Labour Economics, Elsevier, vol. 8(1), pages 43-73, January.
- 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.
- Sandra Silva & Jorge Valente & Aurora Teixeira, 2012.
"An evolutionary model of industry dynamics and firms’ institutional behavior with job search, bargaining and matching,"
Journal of Economic Interaction and Coordination,
Springer, vol. 7(1), pages 23-61, May.
- Sandra T. Silva & Jorge M. S. Valente & Aurora A. C. Teixeira, 2007. "An evolutionary model of industry dynamics and firms' institutional behavior with job search, bargaining and matching," FEP Working Papers 241, Universidade do Porto, Faculdade de Economia do Porto.
- Roberto Antonietti, 2014. "From Outsourcing to Productivity, Passing Through Training: Microeconometric Evidence from Italy," Working Papers 2014.12, Fondazione Eni Enrico Mattei.
- Beblavý, Miroslav & Thum, Anna-Elisabeth & Potjagailo, Galina, 2013. "When do adults learn? A cohort analysis of adult education in Europe," CEPS Papers 8059, Centre for European Policy Studies.
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