Technological innovations and the expected demand for skilled labour at the firm level
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.
|Date of creation:||1999|
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- 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.
- Bruno Crépon & Emmanuel Duguet & Jacques Mairesse, 1998.
"Research, Innovation and Productivity : An Econometric Analysis at the Firm Level,"
98-33, Centre de Recherche en Economie et Statistique.
- Bruno Crepon & Emmanuel Duguet & Jacques Mairesse, 1998. "Research, Innovation And Productivity: An Econometric Analysis At The Firm Level," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 7(2), pages 115-158.
- Bruno Crepon & Emmanuel Duguet & Jacques Mairesse, 1998. "Research, Innovation, and Productivity: An Econometric Analysis at the Firm Level," NBER Working Papers 6696, National Bureau of Economic Research, Inc.
- Licht, Georg & Harhoff, Dietmar, 1993. "Das Mannheimer Innovationspanel," ZEW Discussion Papers 93-21, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
- Keane, Michael P, 1994. "A Computationally Practical Simulation Estimator for Panel Data," Econometrica, Econometric Society, vol. 62(1), pages 95-116, January.
- Beise, Marian & Stahl, Harald, 1999.
"Public research and industrial innovations in Germany,"
Elsevier, vol. 28(4), pages 397-422, April.
- Beise, Marian & Stahl, Harald, 1998. "Public research and industrial innovations in Germany," ZEW Discussion Papers 98-37, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
- V A Hajivassiliou, 1997. "Some Practical Issues in Maximum Simulated Likelihood," STICERD - Econometrics Paper Series 340, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
- 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.
- 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.
- Mark Doms & Timothy Dunne & Kenneth R. Troske, 1997. "Workers, Wages, and Technology," The Quarterly Journal of Economics, Oxford University Press, vol. 112(1), pages 253-290.
- Karlsson, Charlie & Olsson, Ola, 1998. "Product Innovation in Small and Large Enterprises," Small Business Economics, Springer, vol. 10(1), pages 31-46, February.
- George Symeonidis, 1996. "Innovation, Firm Size and Market Structure: Schumpeterian Hypotheses and Some New Themes," OECD Economics Department Working Papers 161, OECD Publishing.
- Bertschek, Irene & Lechner, Michael, 1995.
"Convenient Estimators for the Panel Probit Model,"
528, Institut fuer Volkswirtschaftslehre und Statistik, Abteilung fuer Volkswirtschaftslehre.
- Vassilis A. Hajivassiliou & Axel Borsch-Supan, 1990.
"Smooth Unbiased Multivariate Probability Simulators for Maximum Likelihood Estimation of Limited Dependent Variable Models,"
Cowles Foundation Discussion Papers
960, Cowles Foundation for Research in Economics, Yale University.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- Meyer-Krahmer, Frieder, 1984. "Recent results in measuring innovation output," Research Policy, Elsevier, vol. 13(3), pages 175-182, June.
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