IDEAS home Printed from https://ideas.repec.org/a/iab/iabmit/v35i4p506-522.html
   My bibliography  Save this article

Beschäftigungswirkungen technisch-organisatorischen Wandels : eine mikroökonometrische Analyse mit dem Linked IAB-Panel (Technological and organisational change and its effects on employment : a micro-econometric analysis based on the Linked IAB Panel)

Author

Listed:
  • Bellmann, Lutz
  • Caliendo, Marco
  • Hujer, Reinhard
  • Radic, Dubravko

Abstract

"Over the past few years the situation on the international labour markets has changed dramatically. While countries such as the United States or Great Britain are being affected by increasing wage differentials, the unemployment figures in most continental European countries are on the rise. In this context, reference is often made to a growth in international trade and a technological progress that is gaining momentum. An alternative explanation is seen in the organisational changes taking place within businesses. The aim of this paper is to examine the effects that such technological and organizational changes have on employment at different qualification levels. To do this, the IAB Linked Employer-Employee dataset for Germany is used, which provides information on individual enterprises as well as detailed information on their employment structures. Starting out from a generalised Leontief cost function, factor demand functions for employees with high, medium and low qualification levels are derived. As it cannot be assumed that the company-internal decision to introduce innovations and organizational changes is an exogenous one, a mixed simultaneous multi-equation model is estimated for the econometric specification, as this models the endogeneity explicitly. From the estimated parameters, a number of individual and cross-price elasticities between the different levels of skills are calculated. The results obtained support the hypothesis of a 'skill biased technological change' only weakly. However, organizational changes make low-skilled employees redundant while highly-qualified employees are not affected by them. Another finding is the close interdependency between innovations and organizational changes." (Author's abstract, IAB-Doku) ((en))

Suggested Citation

  • 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.
  • Handle: RePEc:iab:iabmit:v:35:i:4:p:506-522
    as

    Download full text from publisher

    File URL: https://doku.iab.de/mittab/2002/2002_4_MittAB_Bellmann_Caliendo_Hujer_Radic.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Zwick, Thomas & Wolf, Elke, 2002. "Reassessing the Impact of High Performance Workplaces," ZEW Discussion Papers 02-07, ZEW - Leibniz Centre for European Economic Research.
    2. Davidson, Russell & MacKinnon, James G, 1981. "Several Tests for Model Specification in the Presence of Alternative Hypotheses," Econometrica, Econometric Society, vol. 49(3), pages 781-793, May.
    3. Falk, Martin, 2001. "Organizational change, new information and communication technologies and the demand for labor in services," ZEW Discussion Papers 01-25, ZEW - Leibniz Centre for European Economic Research.
    4. Bauer, Thomas K. & Bender, Stefan, 2001. "Flexible Work Systems and the Structure of Wages: Evidence from Matched Employer-Employee Data," IZA Discussion Papers 353, Institute of Labor Economics (IZA).
    5. Lindbeck, Assar & Snower, Dennis J, 1996. "Reorganization of Firms and Labor-Market Inequality," American Economic Review, American Economic Association, vol. 86(2), pages 315-321, May.
    6. Arnd Kölling & Thorsten Schank, 2002. "Skill-biased technological change, international trade and the wage structure," 10th International Conference on Panel Data, Berlin, July 5-6, 2002 B1-3, International Conferences on Panel Data.
    7. 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, President and Fellows of Harvard College, vol. 117(1), pages 339-376.
    8. Eli Bekman & John Bound & Stephen Machin, 1998. "Implications of Skill-Biased Technological Change: International Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1245-1279.
    9. Bengt-Åke Lundvall & Frank Skov Kristensen, 1997. "Organisational Change, Innovation and Human Resource Development as a Response to Increased Competition," DRUID Working Papers 97-16, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
    10. Diewert, Walter E & Wales, Terence J, 1987. "Flexible Functional Forms and Global Curvature Conditions," Econometrica, Econometric Society, vol. 55(1), pages 43-68, January.
    11. Matyas,Laszlo (ed.), 1999. "Generalized Method of Moments Estimation," Cambridge Books, Cambridge University Press, number 9780521669672, January.
    12. Lucy Chennells & John Van Reenen, 1999. "Has technology hurt less skilled workers? A survey of the micro-econometric evidence," IFS Working Papers W99/27, Institute for Fiscal Studies.
    13. Ulf Olsson, 1979. "Maximum likelihood estimation of the polychoric correlation coefficient," Psychometrika, Springer;The Psychometric Society, vol. 44(4), pages 443-460, December.
    14. Waldman, Donald M, 1981. "An Economic Interpretation of Parameter Constraints in a Simultaneous-Equations Model with Limited Dependent Variables," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 22(3), pages 731-739, October.
    15. Dennis J. Snower, 1998. "Causes of changing earnings inequality," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 69-133.
    16. Amemiya, Takeshi, 1974. "Multivariate Regression and Simultaneous Equation Models when the Dependent Variables Are Truncated Normal," Econometrica, Econometric Society, vol. 42(6), pages 999-1012, November.
    17. Browning, Martin, 1992. "Children and Household Economic Behavior," Journal of Economic Literature, American Economic Association, vol. 30(3), pages 1434-1475, September.
    18. Lee, Lung-Fei, 1978. "Unionism and Wage Rates: A Simultaneous Equations Model with Qualitative and Limited Dependent Variables," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 19(2), pages 415-433, June.
    19. Bauer, Thomas & Bender, Stefan, 2001. "Flexible Wages Systems and the Structure of Wages: Evidence from Matched Employer-Employee Data," CEPR Discussion Papers 2980, C.E.P.R. Discussion Papers.
    20. Brian D. Bell, "undated". "Skill-Biased Technical Change and Wages: Evidence from a Longitudinal Data Se," Economics Papers W25., Economics Group, Nuffield College, University of Oxford.
    21. Lindbeck, Assar & Snower, Dennis J, 2000. "Multitask Learning and the Reorganization of Work: From Tayloristic to Holistic Organization," Journal of Labor Economics, University of Chicago Press, vol. 18(3), pages 353-376, July.
    22. White, Halbert, 1982. "Maximum Likelihood Estimation of Misspecified Models," Econometrica, Econometric Society, vol. 50(1), pages 1-25, January.
    23. 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).
    24. Abowd, John M. & Kramarz, Francis, 1999. "The analysis of labor markets using matched employer-employee data," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 40, pages 2629-2710, Elsevier.
    25. Blundell, Richard & Smith, Richard J., 1994. "Coherency and estimation in simultaneous models with censored or qualitative dependent variables," Journal of Econometrics, Elsevier, vol. 64(1-2), pages 355-373.
    26. Paul R. Krugman, 1994. "Past and prospective causes of high unemployment," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, issue Jan, pages 49-98.
    27. Schmidt, Peter, 1978. "Estimation of a Simultaneous Equations Model with Jointly Dependent Continuous and Qualitative Variables: The Union-Earnings Question Revisited," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 19(2), pages 453-465, June.
    28. Martin Falk & Katja Seim, 2001. "The Impact Of Information Technology On High-Skilled Labor In Services: Evidence From Firm-Level Panel Data," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 10(4), pages 289-323.
    29. Diewert, W E, 1971. "An Application of the Shephard Duality Theorem: A Generalized Leontief Production Function," Journal of Political Economy, University of Chicago Press, vol. 79(3), pages 481-507, May-June.
    30. Nelson, Forrest & Olson, Lawrence, 1978. "Specification and Estimation of a Simultaneous-Equation Model with Limited Dependent Variables," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 19(3), pages 695-709, October.
    31. 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.
    32. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed the Labor Market?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1169-1213.
    33. Snower, Dennis J., 1999. "Inequality of Earnings," CEPR Discussion Papers 2321, C.E.P.R. Discussion Papers.
    34. Amemiya, Takeshi, 1979. "The Estimation of a Simultaneous-Equation Tobit Model," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 20(1), pages 169-181, February.
    35. Kai, Li, 1998. "Bayesian inference in a simultaneous equation model with limited dependent variables," Journal of Econometrics, Elsevier, vol. 85(2), pages 387-400, August.
    36. Matyas,Laszlo (ed.), 1999. "Generalized Method of Moments Estimation," Cambridge Books, Cambridge University Press, number 9780521660136, January.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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.
    2. Bellmann, Lutz & Gartner, Hermann, 2003. "Fakten zur Entwicklung der qualifikatorischen und sektoralen Lohnstruktur (Facts on the development of the qualification-related and sectoral wage structure)," Mitteilungen aus der Arbeitsmarkt- und Berufsforschung, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 36(4), pages 493-508.
    3. Bellmann, Lutz & Gartner, Hermann, 2003. "Fakten zur Entwicklung der qualifikatorischen und sektoralen Lohnstruktur (Facts on the development of the qualification-related and sectoral wage structure)," Mitteilungen aus der Arbeitsmarkt- und Berufsforschung, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 36(4), pages 493-508.
    4. Schank, Thorsten, 2003. "Die Beschäftigung von Un- und Angelernten : eine Analyse mit dem Linked Employer-Employee Datensatz des IAB (Employment of unskilled and semi-skilled workers * an analysis based on the IAB Linked Empl," Mitteilungen aus der Arbeitsmarkt- und Berufsforschung, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 36(3), pages 257-270.
    5. Schank, Thorsten, 2003. "Die Beschäftigung von Un- und Angelernten : eine Analyse mit dem Linked Employer-Employee Datensatz des IAB (Employment of unskilled and semi-skilled workers * an analysis based on the IAB Linked Empl," Mitteilungen aus der Arbeitsmarkt- und Berufsforschung, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 36(3), pages 257-270.
    6. 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.
    7. Boucekkine, Raouf & Crifo, Patricia, 2008. "Human Capital Accumulation And The Transition From Specialization To Multitasking," Macroeconomic Dynamics, Cambridge University Press, vol. 12(3), pages 320-344, June.
    8. Jeff Borland, 2000. "Economic Explanations of Earnings Distribution Trends in the International Literature and Application to New Zealand," Treasury Working Paper Series 00/16, New Zealand Treasury.
    9. Kölling, Arnd & Schank, Thorsten, 2002. "Skill-biased technological change, international trade and the wage structure," Discussion Papers 14, Friedrich-Alexander University Erlangen-Nuremberg, Chair of Labour and Regional Economics.
    10. 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.
    11. 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.
    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.
    13. 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.
    14. Borghans, Lex & Weel, Bas ter, 2001. "What happens when agent T gets a computer?," Research Memorandum 017, Maastricht University, Maastricht Economic Research Institute on Innovation and Technology (MERIT).
    15. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    16. 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.
    17. 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.
    18. Falk, Martin, 2002. "Diffusion der Informations- und Kommunikationstechnologien und die Qualifikationsstruktur der Arbeitskräfte (Diffusion of information and communication technology and the qualification structure of th," Mitteilungen aus der Arbeitsmarkt- und Berufsforschung, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 35(3), pages 397-410.
    19. Falk, Martin, 2001. "Diffusion of information technology, internet use and the demand of heterogeneous labor," ZEW Discussion Papers 01-48, ZEW - Leibniz Centre for European Economic Research.
    20. Fitzenberger, Bernd & Hübler, Olaf & Kraft, Kornelius, 2008. "Flexibilisierungspotenziale bei heterogenen Arbeitsmärkten : eine Einführung (Potentials for increasing flexibility in heterogeneous labour markets : an introduction)," 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 95-116.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:iab:iabmit:v:35:i:4:p:506-522. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: IAB, Geschäftsbereich Wissenschaftliche Fachinformation und Bibliothek (email available below). General contact details of provider: https://edirc.repec.org/data/iabbbde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.