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The skill bias effect of technological and organisational change: Evidence and policy implications

  • Piva, Mariacristina
  • Santarelli, Enrico
  • Vivarelli, Marco

Previous empirical literature has shown that technological change can be considered the main cause of the skill bias (increase in the number of highly skilled workers) exhibited by manufacturing employment in developed countries over the last decades. However, recent papers have also introduced the "Skill Biased Organisational Change" hypothesis. We estimate a SUR model for a sample of 400 Italian manufacturing firms, showing that upskilling is more a function of the reorganisational strategy than a consequence of technological change alone. Moreover, some evidence of superadditive effects emerges, consistently with the theoretical hypothesis of a coevolution of technology and organisation.

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Article provided by Elsevier in its journal Research Policy.

Volume (Year): 34 (2005)
Issue (Month): 2 (March)
Pages: 141-157

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Handle: RePEc:eee:respol:v:34:y:2005:i:2:p:141-157
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  1. David Autor & Lawrence Katz & Alan Krueger, 1997. "Computing Inequality: Have Computers Changed the Labor Market?," Working Papers 756, Princeton University, Department of Economics, Industrial Relations Section..
  2. 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.
  3. Timothy F. Bresnahan & Manuel Trajtenberg, 1992. "General Purpose Technologies "Engines of Growth?"," NBER Working Papers 4148, National Bureau of Economic Research, Inc.
  4. Daron Acemoglu, 2002. "Directed Technical Change," Review of Economic Studies, Oxford University Press, vol. 69(4), pages 781-809.
  5. Falk, Martin, 2001. "The impact of office machinery and computer capital on the demand for heterogeneous labor," ZEW Discussion Papers 01-66, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  6. 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.
  7. Andrei Shleifer & Fausto Panunzi & Mike Burkart, 2002. "Family firms," LSE Research Online Documents on Economics 24926, London School of Economics and Political Science, LSE Library.
    • Mike Burkart & Fausto Panunzi & Andrei Shleifer, 2003. "Family Firms," Journal of Finance, American Finance Association, vol. 58(5), pages 2167-2202, October.
  8. David Thesmar & Mathias Thoenig, 2000. "Creative Destruction And Firm Organization Choice," The Quarterly Journal of Economics, MIT Press, vol. 115(4), pages 1201-1237, November.
  9. repec:sae:niesru:v:162:y::i:1:p:85-98 is not listed on IDEAS
  10. Oecd, 1998. "OECD Data on Skills: Employment by Industry and Occupation," OECD Science, Technology and Industry Working Papers 1998/4, OECD Publishing.
  11. Masahiko Aoki, 2013. "Horizontal vs. Vertical Information Structure of the Firm," Chapters, in: Comparative Institutional Analysis, chapter 5, pages 57-58 Edward Elgar.
  12. Erik Brynjolfsson & Haim Mendelson, 1997. "Information Systems and the Organization of Modern Enterprise," Working Paper Series 200, MIT Center for Coordination Science.
  13. 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.
  14. 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.
  15. Mathias Dewatripont & Patrick Bolton, 1994. "The firm as a communication network," ULB Institutional Repository 2013/9595, ULB -- Universite Libre de Bruxelles.
  16. Maurin, Eric & Thesmar, David, 2003. "Changes in the Functional Structure of Firms and the Demand for Skill," CEPR Discussion Papers 3831, C.E.P.R. Discussion Papers.
  17. Krueger, Dirk & Kumar, Krishna B., 2004. "US-Europe differences in technology-driven growth: quantifying the role of education," Journal of Monetary Economics, Elsevier, vol. 51(1), pages 161-190, January.
  18. Ulrich Kaiser, 2000. "New Technologies And The Demand For Heterogeneous Labor: Firm-Level Evidence For The German Business-Related Service Sector," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 9(5), pages 465-486.
  19. 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.
  20. Haskel, Jonathan E. & Slaughter, Matthew J., 2002. "Does the sector bias of skill-biased technical change explain changing skill premia?," European Economic Review, Elsevier, vol. 46(10), pages 1757-1783, December.
  21. Casey Ichniowski & Kathryn Shaw, 2003. "Beyond Incentive Pay: Insiders' Estimates of the Value of Complementary Human Resource Management Practices," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 155-180, Winter.
  22. Freeman, Chris & Louca, Francisco, 2001. "As Time Goes By: From the Industrial Revolutions to the Information Revolution," OUP Catalogue, Oxford University Press, number 9780199241071.
  23. Daron Acemoglu, 1998. "Why Do New Technologies Complement Skills? Directed Technical Change And Wage Inequality," The Quarterly Journal of Economics, MIT Press, vol. 113(4), pages 1055-1089, November.
  24. Donald Siegel, 1998. "The Impact Of Technological Change On Employment: Evidence From A Firm-Level Survey Of Long Island Manufacturers," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 5(2-4), pages 227-246.
  25. 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.
  26. repec:sae:niesru:v:156:y::i:1:p:93-103 is not listed on IDEAS
  27. 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.
  28. Milgrom, Paul & Roberts, John, 1995. "Complementarities and fit strategy, structure, and organizational change in manufacturing," Journal of Accounting and Economics, Elsevier, vol. 19(2-3), pages 179-208, April.
  29. Bartel, Ann P & Lichtenberg, Frank R, 1987. "The Comparative Advantage of Educated Workers in Implementing New Technology," The Review of Economics and Statistics, MIT Press, vol. 69(1), pages 1-11, February.
  30. Audretsch, David B. & Santarelli, Enrico & Vivarelli, Marco, 1999. "Start-up size and industrial dynamics: some evidence from Italian manufacturing," International Journal of Industrial Organization, Elsevier, vol. 17(7), pages 965-983, October.
  31. Ronald W. Jones, 1965. "The Structure of Simple General Equilibrium Models," Journal of Political Economy, University of Chicago Press, vol. 73, pages 557.
  32. David B. Audretsch, 1995. "Innovation and Industry Evolution," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262011468, June.
  33. 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 C68-79, March.
  34. 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.
  35. Stephen Machin & A Ryan & John Van Reenen, 1996. "Technology and Changes in Skill Structure: Evidence from an International Panel of Industries," CEP Discussion Papers dp0297, Centre for Economic Performance, LSE.
  36. 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.
  37. 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.
  38. Dosi, Giovanni, 1988. "Sources, Procedures, and Microeconomic Effects of Innovation," Journal of Economic Literature, American Economic Association, vol. 26(3), pages 1120-71, September.
  39. Falk, Martin, 1999. "Technological innovations and the expected demand for skilled labour at the firm level," ZEW Discussion Papers 99-59, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  40. Edward N. Wolff, 1995. "Technology and the Demand for Skills," Economics Working Paper Archive wp_153, Levy Economics Institute.
  41. Machin, S. & Van Reenen, J., 1997. "Technology and Changes in Skill Structure: Evidence from Seven OECD Countries," Papers 24, Centre for Economic Performance & Institute of Economics.
  42. Paul Osterman, 1994. "How common is workplace transformation and who adopts it?," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 47(2), pages 173-188, January.
  43. Nathalie Greenan, 2003. "Organisational change, technology, employment and skills: an empirical study of French manufacturing," Cambridge Journal of Economics, Oxford University Press, vol. 27(2), pages 287-316, March.
  44. Philippe Aghion & Peter Howitt, 2002. "Wage Inequality and the New Economy," Oxford Review of Economic Policy, Oxford University Press, vol. 18(3), pages 306-323.
  45. Richard R. Nelson & Edmond S. Phelps, 1965. "Investment in Humans, Technological Diffusion and Economic Growth," Cowles Foundation Discussion Papers 189, Cowles Foundation for Research in Economics, Yale University.
  46. Dirk Krueger & Krishna B. Kumar, 2004. "Skill-Specific rather than General Education: A Reason for US--Europe Growth Differences?," Journal of Economic Growth, Springer, vol. 9(2), pages 167-207, 06.
  47. Paolo Manasse & Luca Stanca & Alessandro Turrini, . "Wage Premia and Skill Upgrading in Italy: Why didn’t the Hound Bark?," Working Papers 204, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
  48. Slaughter, Matthew J., 2000. "Production transfer within multinational enterprises and American wages," Journal of International Economics, Elsevier, vol. 50(2), pages 449-472, April.
  49. 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.
  50. 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.
  51. 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, Centre de Recherche en Economie et Statistique.
  52. Radner, Roy, 1993. "The Organization of Decentralized Information Processing," Econometrica, Econometric Society, vol. 61(5), pages 1109-46, September.
  53. Arellano, Manuel & Bond, Stephen, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Wiley Blackwell, vol. 58(2), pages 277-97, April.
  54. E. Santarelli & M. Vivarelli, 2000. "Is Subsidizing Entry An Optimal Policy?," Working Papers 378, Dipartimento Scienze Economiche, Universita' di Bologna.
  55. Doms, Mark & Dunne, Timothy & Troske, Kenneth R, 1997. "Workers, Wages, and Technology," The Quarterly Journal of Economics, MIT Press, vol. 112(1), pages 253-90, February.
  56. Krueger, Alan B, 1993. "How Computers Have Changed the Wage Structure: Evidence from Microdata, 1984-1989," The Quarterly Journal of Economics, MIT Press, vol. 108(1), pages 33-60, February.
  57. Marco Vivarelli, 2015. "Innovation and employment," IZA World of Labor, Institute for the Study of Labor (IZA), pages 1-10, May.
  58. Nathalie Greenan & Jacques Mairesse, 1999. "Organizational Change in French Manufacturing: What Do We Learn From Firm Representatives and From Their Employees?," NBER Working Papers 7285, National Bureau of Economic Research, Inc.
  59. Blundell, R. & Bond, S., 1995. "Initial Conditions and Moment Restrictions in Dynamic Panel Data Models," Economics Papers 104, Economics Group, Nuffield College, University of Oxford.
  60. David O’Connor & Maria Rosa 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.
  61. Kiley, Michael T, 1999. "The Supply of Skilled Labour and Skill-Biased Technological Progress," Economic Journal, Royal Economic Society, vol. 109(458), pages 708-24, October.
  62. Christensen, Laurits R & Jorgenson, Dale W & Lau, Lawrence J, 1973. "Transcendental Logarithmic Production Frontiers," The Review of Economics and Statistics, MIT Press, vol. 55(1), pages 28-45, February.
  63. Julian R. Betts, 1997. "The Skill Bias Of Technological Change In Canadian Manufacturing Industries," The Review of Economics and Statistics, MIT Press, vol. 79(1), pages 146-150, February.
  64. repec:sae:niesru:v:136:y::i:1:p:60-76 is not listed on IDEAS
  65. Claudia Goldin & Lawrence F. Katz, 1996. "The Origins of Technology-Skill Complementarity," NBER Working Papers 5657, National Bureau of Economic Research, Inc.
  66. Sanders Mark & Weel Bas ter, 2000. "Skill-Biased Technical Change: Theoretical Concepts, Empirical Problems and a Survey of the Evidence," Research Memorandum 012, Maastricht University, Maastricht Economic Research Institute on Innovation and Technology (MERIT).
  67. Lundvall, Bengt-Ake & Johnson, Bjorn & Andersen, Esben Sloth & Dalum, Bent, 2002. "National systems of production, innovation and competence building," Research Policy, Elsevier, vol. 31(2), pages 213-231, February.
  68. Guellec, Dominique & Greenan, Nathalie & Caroli, Eve, 2001. "Organizational Change and Skill Accumulation," Economics Papers from University Paris Dauphine 123456789/10092, Paris Dauphine University.
  69. Lindbeck, Assar & Dennis J. Snower , Dennis J., 1995. "Reorganization of Firms and Labor Market Inequality," Working Paper Series 448, Research Institute of Industrial Economics.
  70. Aguirregabiria, V & Alonso-Borrego, C, 1997. "Employment Occupational Structure, Technological Capital and Reorganization of Production," UWO Department of Economics Working Papers 9703, University of Western Ontario, Department of Economics.
  71. Bresnahan, Timothy F, 1999. "Computerisation and Wage Dispersion: An Analytical Reinterpretation," Economic Journal, Royal Economic Society, vol. 109(456), pages F390-415, June.
  72. Surendra Gera & Wulong Gu & Zhengxi Lin, 2001. "Technology and the demand for skills in Canada: an industry-level analysis," Canadian Journal of Economics, Canadian Economics Association, vol. 34(1), pages 132-148, February.
  73. Wood Júnior, Thomaz, 1995. "Workers," RAE - Revista de Administração de Empresas, FGV-EAESP Escola de Administração de Empresas de São Paulo (Brazil), vol. 35(2), January.
  74. Mowery, David C. & Simcoe, Timothy, 2002. "Is the Internet a US invention?--an economic and technological history of computer networking," Research Policy, Elsevier, vol. 31(8-9), pages 1369-1387, December.
  75. 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.
  76. Nathalie Greenan, 1996. "Progrès technique et changements organisationnels : leur impact sur l'emploi et les qualifications," Économie et Statistique, Programme National Persée, vol. 298(1), pages 35-44.
  77. 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.
  78. Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
  79. Greiner, Alfred & Rubart, Jens & Semmler, Willi, 2004. "Economic growth, skill-biased technical change and wage inequality: A model and estimations for the US and Europe," Journal of Macroeconomics, Elsevier, vol. 26(4), pages 597-621, December.
  80. Wood, Adrian, 1995. "North-South Trade, Employment and Inequality: Changing Fortunes in a Skill-Driven World," OUP Catalogue, Oxford University Press, number 9780198290155.
  81. 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.
  82. Santarelli, Enrico & Piergiovanni, Roberta, 1996. "Analyzing literature-based innovation output indicators: the Italian experience," Research Policy, Elsevier, vol. 25(5), pages 689-711, August.
  83. Adrian Wood, 1995. "How Trade Hurt Unskilled Workers," Journal of Economic Perspectives, American Economic Association, vol. 9(3), pages 57-80, Summer.
  84. Bengt-ake Lundvall & Bjorn Johnson, 1994. "The Learning Economy," Industry and Innovation, Taylor & Francis Journals, vol. 1(2), pages 23-42.
  85. 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.
  86. 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.
  87. Nickell, Stephen & Bell, Brian, 1995. "The Collapse in Demand for the Unskilled and Unemployment across the OECD," Oxford Review of Economic Policy, Oxford University Press, vol. 11(1), pages 40-62, Spring.
  88. James D Adams, 1997. "The Structure of Firm R&D and the Factor Intensity of Production," Working Papers 97-15, Center for Economic Studies, U.S. Census Bureau.
  89. Alessandra Colecchia & George Papaconstantinou, 1996. "The Evolution of Skills in OECD Countries and the Role of Technology," OECD Science, Technology and Industry Working Papers 1996/8, OECD Publishing.
  90. Nathalie Greenan, 1996. "Innovation technologique, changements organisationnels et évolution des compétences," Économie et Statistique, Programme National Persée, vol. 298(1), pages 15-33.
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