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Technological innovations and the expected demand for skilled labour at the firm level

  • Falk, Martin

This paper analyses the link between technological product and processes innovations and expectations about future employment for different types of labour in manufacturing. The empirical model allows for endogeneity of the firm?s innovation decision in the labour demand equations. The system of probit equations is estimated using simulated ML based on 800 West German firms. The empirical evidence for di¤erent measures of technological innovations indicates that introduction of new market products is more important than any other measure of product innovation in determining the expected employment probabilities for homogeneous labour. Furthermore, as expected, technological innovations have the strongest impact on university graduates. Joint implementation of new products and new processes have a stronger impact on the employment expectations of university graduates than product innovations alone. Labour quality and turnover growth are also important factors of employment growth. Finally, tests of the exogeneity assumption of new market products in the labour demand equations can not be rejected.

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Paper provided by ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research in its series ZEW Discussion Papers with number 99-59.

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Date of creation: 1999
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Handle: RePEc:zbw:zewdip:5272
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  1. Bruno Crépon & Emmanuel Duguet & Jacques Mairesse, 1998. "Research, Innovation and Productivity : An Econometric Analysis at the Firm Level," Working Papers 98-33, Centre de Recherche en Economie et Statistique.
  2. V A Hajivassiliou, 1997. "Some Practical Issues in Maximum Simulated Likelihood," STICERD - Econometrics Paper Series /1997/340, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
  3. Beise, Marian & Stahl, Harald, 1999. "Public research and industrial innovations in Germany," Research Policy, Elsevier, vol. 28(4), pages 397-422, April.
  4. Bertschek, Irene & Lechner, Michael, 1995. "Convenient Estimators for the Panel Probit Model," Discussion Papers 528, Institut fuer Volkswirtschaftslehre und Statistik, Abteilung fuer Volkswirtschaftslehre.
  5. Blechinger, Doris & Kleinknecht, Alfred & Licht, Georg & Pfeiffer, Friedhelm, 1998. "The impact of innovation on employment in Europe: An analysis using CIS data," ZEW Dokumentationen 98-02, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  6. George Symeonidis, 1996. "Innovation, Firm Size and Market Structure: Schumpeterian Hypotheses and Some New Themes," OECD Economics Department Working Papers 161, OECD Publishing.
  7. Meyer-Krahmer, Frieder, 1984. "Recent results in measuring innovation output," Research Policy, Elsevier, vol. 13(3), pages 175-182, June.
  8. Vassilis A. Hajivassiliou, 1991. "Simulation Estimation Methods for Limited Dependent Variable Models," Cowles Foundation Discussion Papers 1007, Cowles Foundation for Research in Economics, Yale University.
  9. Karlsson, Charlie & Olsson, Ola, 1998. " Product Innovation in Small and Large Enterprises," Small Business Economics, Springer, vol. 10(1), pages 31-46, February.
  10. Brouwer, Erik & Kleinknecht, Alfred & Reijnen, Jeroen O N, 1993. "Employment Growth and Innovation at the Firm Level," Journal of Evolutionary Economics, Springer, vol. 3(2), pages 153-59, May.
  11. William H. Greene, 1998. "Gender Economics Courses in Liberal Arts Colleges: Further Results," The Journal of Economic Education, Taylor & Francis Journals, vol. 29(4), pages 291-300, January.
  12. Huiban, Jean-Pierre & Bouhsina, Zouhair, 1998. " Innovation and the Quality of Labour Factor: An Empirical Investigation in the French Food Industry," Small Business Economics, Springer, vol. 10(4), pages 389-400, June.
  13. Keane, Michael P, 1994. "A Computationally Practical Simulation Estimator for Panel Data," Econometrica, Econometric Society, vol. 62(1), pages 95-116, January.
  14. Brouwer, Erik & Kleinknecht, Alfred, 1996. " Firm Size, Small Business Presence and Sales of Innovative Products: A Micro-econometric Analysis," Small Business Economics, Springer, vol. 8(3), pages 189-201, June.
  15. Borsch-Supan, Axel & Hajivassiliou, Vassilis A., 1993. "Smooth unbiased multivariate probability simulators for maximum likelihood estimation of limited dependent variable models," Journal of Econometrics, Elsevier, vol. 58(3), pages 347-368, August.
  16. Licht, Georg & Harhoff, Dietmar, 1993. "Das Mannheimer Innovationspanel," ZEW Discussion Papers 93-21, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  17. Cohen, Wesley M. & Levin, Richard C., 1989. "Empirical studies of innovation and market structure," Handbook of Industrial Organization, in: R. Schmalensee & R. Willig (ed.), Handbook of Industrial Organization, edition 1, volume 2, chapter 18, pages 1059-1107 Elsevier.
  18. Koebel, Bertrand M. & Falk, Martin, 1999. "Curvature conditions and substitution pattern among capital, energy, materials and heterogeneous labour," ZEW Discussion Papers 99-06, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  19. 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.
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