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The impact of office machinery and computer capital on the demand for heterogeneous labor

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  • Falk, Martin

Abstract

This paper analyzes the impact of office machinery and computer capital (OCM) on the demand for heterogeneous labor. A system of static and dynamic factor demand equations based on a variant of the generalized Box-Cox cost function nesting the translog, the generalized Leontief and the normalized quadratic functional form is derived and estimated. OCM capital and general capital are treated as quasi-fixed factors. Using panel data on 35 German industries, we find that OCM capital is complementary to all skill levels. For the manufacturing sector, the increase in OCM capital and general capital has accounted for at least 60 percent and 9 percent of the expanding employment of university graduates. In nonmanufacturing industries, we find that an increase in general capital tends to reduce unskilled workers. Wage effects and substitution effects between different types of labor and material inputs play a minor role in explaining employment changes of highly skilled workers and medium-skilled workers but these effects are more important in explaining the demand for unskilled workers.

Suggested Citation

  • Falk, Martin, 2001. "The impact of office machinery and computer capital on the demand for heterogeneous labor," ZEW Discussion Papers 01-66, ZEW - Leibniz Centre for European Economic Research.
    • Handle: RePEc:zbw:zewdip:5422
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    1. repec:bla:revinw:v:48:y:2002:i:2:p:217-33 is not listed on IDEAS
    2. Anderson, G J & Blundell, R W, 1982. "Estimation and Hypothesis Testing in Dynamic Singular Equation Systems," Econometrica, Econometric Society, vol. 50(6), pages 1559-1571, November.
    3. Catherine J. Morrison Paul & Donald S. Siegel, 2001. "The Impacts of Technology, Trade and Outsourcing on Employment and Labor Composition," Scandinavian Journal of Economics, Wiley Blackwell, vol. 103(2), pages 241-264, June.
    4. A Felstead & D Gallie & F Green, 2000. "Computers are even more important than you thought: An Analysis of the changing skill-intensity of jobs," CEP Discussion Papers dp0439, Centre for Economic Performance, LSE.
    5. 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.
    6. Catherine J. Morrison, 2000. "Assessing The Productivity Of Information Technology Equipment In U.S. Manufacturing Industries," The Review of Economics and Statistics, MIT Press, vol. 79(3), pages 471-481, August.
    7. Konrad Faust & Wolfgang Gick & Herbert Hofmann & Ingrid Leiprecht & Albert Müller & Wolfgang Ochel & Barbara Schaden, 1999. "Tertiarisierung und neue Informations- und Kommunikationstechnologien," ifo Schnelldienst, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 52(29), pages 23-34, November.
    8. Dale W. Jorgenson, 2001. "Information Technology and the U.S. Economy," Higher School of Economics Economic Journal Экономический журнал Высшей школы экономики, CyberLeninka;Федеральное государственное автономное образовательное учреждение высшего образования «Национальный исследовательский университет «Высшая школа экономики», vol. 5(1), pages 3-34.
    9. Martin Falk & Bertrand Koebel, 2001. "A dynamic heterogeneous labour demand model for German manufacturing," Applied Economics, Taylor & Francis Journals, vol. 33(3), pages 339-348.
    10. Per Krusell & Lee E. Ohanian & JosÈ-Victor RÌos-Rull & Giovanni L. Violante, 2000. "Capital-Skill Complementarity and Inequality: A Macroeconomic Analysis," Econometrica, Econometric Society, vol. 68(5), pages 1029-1054, September.
    11. Karl Whelan, 2000. "A guide to the use of chain aggregated NIPA data," Finance and Economics Discussion Series 2000-35, Board of Governors of the Federal Reserve System (U.S.).
    12. Jorgenson, D.W. & Stiroh, K., 1994. "Computers abd Growth," Harvard Institute of Economic Research Working Papers 1707, Harvard - Institute of Economic Research.
    13. 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.
    14. Stephen Machin & John Van Reenen, 1998. "Technology and Changes in Skill Structure: Evidence from Seven OECD Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1215-1244.
    15. Dominique Goux & Eric Maurin, 2000. "The Decline In Demand For Unskilled Labor: An Empirical Analysis Method And Its Application To France," The Review of Economics and Statistics, MIT Press, vol. 82(4), pages 596-607, November.
    16. Bart van Ark, 2001. "The Renewal of the Old Economy: An International Comparative Perspective," OECD Science, Technology and Industry Working Papers 2001/5, OECD Publishing.
    17. Koebel, Bertrand & Falk, Martin & Laisney, Francois, 2003. "Imposing and Testing Curvature Conditions on a Box-Cox Cost Function," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(2), pages 319-335, April.
    18. 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.
    19. Paul Schreyer, 2002. "Computer Price Indices and International Growth and Productivity Comparisons," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 48(1), pages 15-31, March.
    20. repec:bla:scandj:v:103:y:2001:i:2:p:241-64 is not listed on IDEAS
    21. Moch, Dietmar, 2001. "Price indices for information and communication technology industries: an application to the German PC market," ZEW Discussion Papers 01-20, ZEW - Leibniz Centre for European Economic Research.
    22. Judson, Ruth A. & Owen, Ann L., 1999. "Estimating dynamic panel data models: a guide for macroeconomists," Economics Letters, Elsevier, vol. 65(1), pages 9-15, October.
    23. repec:rus:hseeco:15966 is not listed on IDEAS
    24. Berndt, Ernst R & Khaled, Mohammed S, 1979. "Parametric Productivity Measurement and Choice among Flexible Functional Forms," Journal of Political Economy, University of Chicago Press, vol. 87(6), pages 1220-1245, December.
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    More about this item

    Keywords

    skill-biased technological change; capital-skill complementarity;

    JEL classification:

    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • 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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