IDEAS home Printed from https://ideas.repec.org/p/zbw/zewdip/5231.html
   My bibliography  Save this paper

Workers' skill level and information technology: evidence from German service firms

Author

Listed:
  • Falk, Martin
  • Seim, Katja

Abstract

This paperanalyses the link between human capitaland information technology(IT ) in the service production process. The analysis is based on 1994 cross-sectional data for 1929 German. Firms drawn from the first wave of the Mannheim Service Innovation Panel (MIP-S). Factor demand functions are used to analyse the determinants of the Firm-specific skillstructure. The empirical evidence indicates that firms with a higher IT investment to sales ratio employ a larger fraction of high-skilled workers. The relationship between IT investment and medium-skilled labour is rather weak while the unskilled labourshare is negatively related to the IT investment to sales ratio. U sing a translog production function to assess the productivity of different input factors, we find that human and informationcapital provide the most powerful contributions to output in the service sector.

Suggested Citation

  • Falk, Martin & Seim, Katja, 1999. "Workers' skill level and information technology: evidence from German service firms," ZEW Discussion Papers 99-14, ZEW - Leibniz Centre for European Economic Research.
  • Handle: RePEc:zbw:zewdip:5231
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/24300/1/dp1499.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Nathalie Greenan & Emmanuel Duguet, 1997. "Le biais technologique : une analyse économétrique sur données individuelles," Revue Économique, Programme National Persée, vol. 48(5), pages 1061-1089.
    2. Georg Licht & Dietmar Moch, 1999. "Innovationa and information technology in services," Canadian Journal of Economics, Canadian Economics Association, vol. 32(2), pages 363-383, April.
    3. Zvi Griliches & Jacques Mairesse, 1995. "Production Functions: The Search for Identification," NBER Working Papers 5067, National Bureau of Economic Research, Inc.
    4. 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 68-79, March.
    5. 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.
    6. Griliches, Zvi & Hausman, Jerry A., 1986. "Errors in variables in panel data," Journal of Econometrics, Elsevier, vol. 31(1), pages 93-118, February.
    7. Brynjolfsson, Erik. & Hitt, Lorin M., 1994. "Information technology as a factor of production : the role of differences among firms," Working papers 3715-94. CCSTR ; #173., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    8. L. Wade, 1988. "Review," Public Choice, Springer, vol. 58(1), pages 99-100, July.
    9. Leung, Siu Fai & Yu, Shihti, 1996. "On the choice between sample selection and two-part models," Journal of Econometrics, Elsevier, vol. 72(1-2), pages 197-229.
    10. Jacques Mairesse & Bronwyn H. Hall, 1996. "Estimating the Productivity of Research and Development: An Exploration of GMM Methods Using Data on French & United States Manufacturing Firms," NBER Working Papers 5501, National Bureau of Economic Research, Inc.
    11. Eli Berman & John Bound & Zvi Griliches, 1994. "Changes in the Demand for Skilled Labor within U. S. Manufacturing: Evidence from the Annual Survey of Manufactures," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 367-397.
    12. Frank R. Lichtenberg, 1993. "The Output Contributions of Computer Equipment and Personnel: A Firm- Level Analysis," NBER Working Papers 4540, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. 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.
    2. Zwick, Thomas, 2001. "Beschäftigungsmöglichkeiten von Fachkräften mit Dualer Ausbildung in informationsintensiven Dienstleistungsunternehmen (Employment possibilities in information-intensive service firms for employees wi," Mitteilungen aus der Arbeitsmarkt- und Berufsforschung, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 34(1), pages 74-81.
    3. 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.
    4. Franz, Wolfgang, 1999. "Real and monetary challenges to wage policy in Germany at the turn of the millennium: technical progress, globalization and European Monetary Union," ZEW Discussion Papers 99-48, ZEW - Leibniz Centre for European Economic Research.
    5. Michael Mesch, 2007. "Die Berufsstruktur der Beschäftigung in Wien 1991-2001," Wirtschaft und Gesellschaft - WuG, Kammer für Arbeiter und Angestellte für Wien, Abteilung Wirtschaftswissenschaft und Statistik, vol. 33(1), pages 41-72.
    6. Ilina Srour & Erol Taymaz & Marco Vivarelli, 2014. "Globalization, Technology and Skills: Evidence from Turkish Longitudinal Microdata," ERC Working Papers 1405, ERC - Economic Research Center, Middle East Technical University, revised Jun 2014.

    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. Hempell, Thomas, 2002. "What's Spurious, What's Real? Measuring the Productivity Impacts of ICT at the Firm-Level," ZEW Discussion Papers 02-42, ZEW - Leibniz Centre for European Economic Research.
    2. Motohashi, Kazuyuki, 2007. "Firm-level analysis of information network use and productivity in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 21(1), pages 121-137, March.
    3. Erik Brynjolfsson & Lorin M. Hitt, 2003. "Computing Productivity: Firm-Level Evidence," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 793-808, November.
    4. Irene Bertschek & Ulrich Kaiser, 2004. "Productivity Effects of Organizational Change: Microeconometric Evidence," Management Science, INFORMS, vol. 50(3), pages 394-404, March.
    5. Mirko Draca & Raffaella Sadun & John Van Reenen, 2006. "Productivity and ICT: A Review of the Evidence," CEP Discussion Papers dp0749, Centre for Economic Performance, LSE.
    6. Sang-Yong Tom Lee & Xiao Jia Guo, 2004. "Information and Communications Technology (ICT) and Spillover: A Panel Analysis," Econometric Society 2004 Far Eastern Meetings 722, Econometric Society.
    7. Surendra Gera & Wulong Gu, 2004. "The Effect of Organizational Innovation and Information and Communications Technology on Firm Performance," International Productivity Monitor, Centre for the Study of Living Standards, vol. 9, pages 37-51, Fall.
    8. Dupuy, Arnaud & Marey, Philip S., 2008. "Shifts and twists in the relative productivity of skilled labor," Journal of Macroeconomics, Elsevier, vol. 30(2), pages 718-735, June.
    9. Nathalie Greenana & Jacques Mairesse, 2000. "Computers And Productivity In France: Some Evidence," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 9(3), pages 275-315.
    10. MARTIN Ludivine, 2007. "The impact of technological changes on incentives and motivations to work hard," IRISS Working Paper Series 2007-15, IRISS at CEPS/INSTEAD.
    11. Piva, Mariacristina & Santarelli, Enrico & Vivarelli, Marco, 2005. "The skill bias effect of technological and organisational change: Evidence and policy implications," Research Policy, Elsevier, vol. 34(2), pages 141-157, March.
    12. Sandra E. Black & Lisa M. Lynch, 2004. "What's driving the new economy?: the benefits of workplace innovation," Economic Journal, Royal Economic Society, vol. 114(493), pages 97-116, February.
    13. 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.
    14. Angel de la Fuente & Antonio Ciccone, 2003. "Human capital in a global and knowledge-based economy," UFAE and IAE Working Papers 562.03, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    15. 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.
    16. 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.
    17. Alexander Hijzen & Holger Görg & Robert C. Hine, 2005. "International Outsourcing and the Skill Structure of Labour Demand in the United Kingdom," Economic Journal, Royal Economic Society, vol. 115(506), pages 860-878, October.
    18. Gianfranco E. Atzeni & OA Carboni, 2006. "Regional Disparity in ICT Adoption: an Empirical Evaluation of The Effects of Subsidies in Italy," Working Paper CRENoS 200608, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    19. Adriaan Zon & Roberto Antonietti, 2016. "Education and training in a model of endogenous growth with creative wear-and-tear," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 33(1), pages 35-62, April.
    20. Supriyo De & Dilip Dutta, 2007. "Impact of Intangible Capital on Productivity and Growth: Lessons from the Indian Information Technology Software Industry," The Economic Record, The Economic Society of Australia, vol. 83(s1), pages 73-86, September.

    More about this item

    Keywords

    Information technology; skills; labour demand; service sector;
    All these keywords.

    JEL classification:

    • L8 - Industrial Organization - - Industry Studies: Services
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand

    Statistics

    Access and download statistics

    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:zbw:zewdip:5231. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/zemande.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.