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Skill Biased Technological and Organizational Change: Estimating a Mixed Simultaneous Equation Model Using the IAB Establishment Panel

Author

Listed:
  • Hujer, Reinhard

    (Goethe University Frankfurt)

  • Caliendo, Marco

    (University of Potsdam)

  • Radic, Dubravko

    (University of Wuppertal)

Abstract

Recent years have brought growing evidence for an increasing labour demand for high skilled and a deterioration of the labour position of less skilled employees. The two most common explanations for this finding are an increasing international trade and a skill biased technological change. Another possible source for this phenomenon, that has received less attention in the recent discussion, are organizational changes that might affect labour demand in an asymmetric way, too. This paper analyses the interdependencies between labour demand for high and low skilled employees, innovation activities and organizational changes. To this aim mixed simultaneous equation models are estimated using the IAB establishment dataset collected by the German Federal Employment Office. Our empirical results indicate that technological change in the form of product innovations increases the demand for high and reduces the demand for low skilled employees. Organizational changes on the other hand do not have any significant effect on the labour demand, but are closely related to innovations.

Suggested Citation

  • Hujer, Reinhard & Caliendo, Marco & Radic, Dubravko, 2002. "Skill Biased Technological and Organizational Change: Estimating a Mixed Simultaneous Equation Model Using the IAB Establishment Panel," IZA Discussion Papers 566, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp566
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    Citations

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    Cited by:

    1. John Addison & Lutz Bellmann & Thorsten Schank & Paulino Teixeira, 2008. "The Demand for Labor: An Analysis Using Matched Employer–Employee Data from the German LIAB. Will the High Unskilled Worker Own-Wage Elasticity Please Stand Up?," Journal of Labor Research, Springer, vol. 29(2), pages 114-137, June.
    2. Bellmann, Lutz & Cornelißen, Thomas & Hübler, Olaf & Pahnke, André, 2008. "Betriebliche Reorganisation, Entlohnung und Beschäftigungsstabilität (Organisational change, wages and job stability)," Zeitschrift für ArbeitsmarktForschung - Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 41(2/3), pages 259-285.
    3. Beckmann, Michael & Armbruster, Kathrin, 2010. "Business environment, managerial strategies, and the allocation of decision-making authorities in Swiss Firms," Working papers 2010/06, Faculty of Business and Economics - University of Basel.
    4. Joachim Wilde, 2004. "Estimating multiple equation hybrid models with endogenous dummy regressors," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 58(3), pages 296-312, August.
    5. Bellmann, Lutz & Cornelißen, Thomas & Hübler, Olaf & Pahnke, André, 2008. "Betriebliche Reorganisation, Entlohnung und Beschäftigungsstabilität (Organisational change, wages and job stability)," Zeitschrift für ArbeitsmarktForschung - Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 41(2/3), pages 259-285.
    6. Reinhard Hujer & Dubravko Radić, 2005. "Evaluating The Impacts Of Subsidies On Innovation Activities In Germany," Scottish Journal of Political Economy, Scottish Economic Society, vol. 52(4), pages 565-586, September.
    7. Bellmann, Lutz & Caliendo, Marco & Hujer, Reinhard & Radic, Dubravko, 2002. "Beschäftigungswirkungen technisch-organisatorischen Wandels : eine mikroökonometrische Analyse mit dem Linked IAB-Panel (Technological and organisational change and its effects on employment : a micro," Mitteilungen aus der Arbeitsmarkt- und Berufsforschung, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 35(4), pages 506-522.
    8. Bellmann, Lutz & Caliendo, Marco & Hujer, Reinhard & Radic, Dubravko, 2002. "Beschäftigungswirkungen technisch-organisatorischen Wandels : eine mikroökonometrische Analyse mit dem Linked IAB-Panel (Technological and organisational change and its effects on employment : a micro," Mitteilungen aus der Arbeitsmarkt- und Berufsforschung, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 35(4), pages 506-522.
    9. Spyros Arvanitis & Euripidis N. Loukis, 2009. "Employee education, information and communication technology, workplace organization and trade," KOF Working papers 09-234, KOF Swiss Economic Institute, ETH Zurich.
    10. Bellmann, Lutz & Pahnke, André, 2006. "Auswirkungen organisatorischen Wandels auf die betriebliche Arbeitsnachfrage (Effects of organisational change on firms' demand for labour)," Zeitschrift für ArbeitsmarktForschung - Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 39(2), pages 201-233.
    11. Bellmann, Lutz & Pahnke, André, 2006. "Auswirkungen organisatorischen Wandels auf die betriebliche Arbeitsnachfrage (Effects of organisational change on firms' demand for labour)," Zeitschrift für ArbeitsmarktForschung - Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 39(2), pages 201-233.
    12. Bellmann, Lutz & Cornelißen, Thomas & Hübler, Olaf & Pahnke, André, 2008. "Betriebliche Reorganisation, Entlohnung und Beschäftigungsstabilität (Organisational change, wages and job stability)," Zeitschrift für ArbeitsmarktForschung - Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 41(2/3), pages 259-285.

    More about this item

    Keywords

    mixed simultaneous equation models; labour demand; skilled biased;
    All these keywords.

    JEL classification:

    • C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • L23 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Organization of Production
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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