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Technology and the Demand for Skill: An Analysis of Within and Between Firm Differences

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Author Info
John M. Abowd () (Cornell University, U.S. Census Bureau, CREST, NBER and IZA)
John Haltiwanger () (University of Maryland, U.S. Census Bureau, NBER and IZA)
Julia Lane () (NORC, University of Chicago and IZA)
Kevin L. McKinney () (LEHD, U.S. Census Bureau)
Kristin Sandusky () (LEHD, U.S. Census Bureau)

Additional information is available for the following registered author(s):

Abstract

We estimate the effects of technology investments on the demand for skilled workers using longitudinally integrated employer-employee data from the U.S. Census Bureau’s Longitudinal Employer-Household Dynamics Program infrastructure files spanning two Economic Censuses (1992 and 1997). We estimate the distribution of human capital and its observable and unobservable components within each business for each year from 1992 to 1997. We measure technology using variables from the Annual Survey of Manufactures and the Business Expenditures Survey (services, wholesale and retail trade), both administered during the 1992 Economic Census. Static and partial adjustment models are fit. There is a strong positive empirical relationship between advanced technology and skill in a crosssectional analysis of businesses in both sectors. The more comprehensive measures of skill reveal that advanced technology interacts with each component of skill quite differently: firms that use advanced technology are more likely to use high-ability workers, but less likely to use high-experience workers. These results hold even when we control for unobservable heterogeneity by means of a selection correction and by using a partial adjustment specification.

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Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 2707.

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Length: 43 pages
Date of creation: Mar 2007
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Handle: RePEc:iza:izadps:dp2707

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Related research
Keywords: technology; demand for skill; matched employer-employee data; older workers;

Other versions of this item:

Find related papers by JEL classification:
J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
L23 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Organization of Production

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Chari, V V & Hopenhayn, Hugo, 1991. "Vintage Human Capital, Growth, and the Diffusion of New Technology," Journal of Political Economy, University of Chicago Press, vol. 99(6), pages 1142-65, December. [Downloadable!] (restricted)
  2. Ichniowski, Casey & Shaw, Kathryn & Prennushi, Giovanna, 1997. "The Effects of Human Resource Management Practices on Productivity: A Study of Steel Finishing Lines," American Economic Review, American Economic Association, vol. 87(3), pages 291-313, June. [Downloadable!] (restricted)
  3. Dunne, Timothy & Roberts, Mark J & Samuelson, Larry, 1989. "The Growth and Failure of U.S. Manufacturing Plants," The Quarterly Journal of Economics, MIT Press, vol. 104(4), pages 671-98, November. [Downloadable!] (restricted)
    Other versions:
  4. Eli Berman & John Bound & Zvi Griliches, 1994. "Changes in the Demand for Skilled Labor within U.S. Manufacturing Industries: Evidence from the Annual Survey of Manufacturing," NBER Working Papers 4255, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  5. Jovanovic, Boyan & MacDonald, Glenn M, 1994. "The Life Cycle of a Competitive Industry," Journal of Political Economy, University of Chicago Press, vol. 102(2), pages 322-47, April. [Downloadable!] (restricted)
    Other versions:
  6. G. Steven Olley & Ariel Pakes, 1992. "The Dynamics of Productivity in the Telecommunications Equipment Industry," NBER Working Papers 3977, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  7. John Haltiwanger & C J Krizan & Lucia Foster, 1998. "Aggregate Productivity Growth: Lessons From Microeconomic Evidence," Working Papers 98-12, Center for Economic Studies, U.S. Census Bureau. [Downloadable!]
    Other versions:
  8. 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, MIT Press, vol. 117(1), pages 339-376, February. [Downloadable!] (restricted)
    Other versions:
  9. Audretsch, David B & Mahmood, Talat, 1995. "New Firm Survival: New Results Using a Hazard Function," The Review of Economics and Statistics, MIT Press, vol. 77(1), pages 97-103, February. [Downloadable!] (restricted)
  10. John Haltiwanger & Marilyn E. Manser & Robert Topel, 1998. "Labor Statistics Measurement Issues," NBER Books, National Bureau of Economic Research, Inc, number halt98-1.
  11. Francesco Caselli, 1999. "Technological Revolutions," American Economic Review, American Economic Association, vol. 89(1), pages 78-102, March. [Downloadable!] (restricted)
  12. 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. [Downloadable!] (restricted)
  13. John C. Haltiwanger & Julia I. Lane & James R. Spletzer, 1999. "Productivity Differences across Employers: The Roles of Employer Size, Age, and Human Capital," American Economic Review, American Economic Association, vol. 89(2), pages 94-98, May. [Downloadable!] (restricted)
  14. Timothy Dunne & John Haltiwanger & Lucia Foster, 2000. "Wage and Productivity Dispersion in U.S. Manufacturing: The Role of Computer Investment," NBER Working Papers 7465, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  15. Steven J. Davis & John Haltiwanger, 1999. "On the Driving Forces behind Cyclical Movements in Employment and Job Reallocation," American Economic Review, American Economic Association, vol. 89(5), pages 1234-1258, December. [Downloadable!] (restricted)
    Other versions:
  16. Abowd J.M. & Crepon B. & Kramarz F., 2001. "Moment Estimation With Attrition: An Application to Economic Models," Journal of the American Statistical Association, American Statistical Association, vol. 96, pages 1223-1231, December. [Downloadable!] (restricted)
  17. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed The Labor Market?," The Quarterly Journal of Economics, MIT Press, vol. 113(4), pages 1169-1213, November. [Downloadable!] (restricted)
    Other versions:
  18. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-97, November. [Downloadable!] (restricted)
  19. Abowd, John M. & Vilhuber, Lars, 2005. "The Sensitivity of Economic Statistics to Coding Errors in Personal Identifiers," Journal of Business & Economic Statistics, American Statistical Association, vol. 23, pages 133-152, April. [Downloadable!] (restricted)
    Other versions:
  20. Doms, Mark & Dunne, Timothy & Troske, Kenneth R, 1997. "Workers, Wages, and Technology," The Quarterly Journal of Economics, MIT Press, vol. 112(1), pages 253-90, February.
  21. Ericson, Richard & Pakes, Ariel, 1995. "Markov-Perfect Industry Dynamics: A Framework for Empirical Work," Review of Economic Studies, Blackwell Publishing, vol. 62(1), pages 53-82, January. [Downloadable!] (restricted)
  22. Haltiwanger, John C. & Lane, Julia I. & Spletzer, James R., 2007. "Wages, productivity, and the dynamic interaction of businesses and workers," Labour Economics, Elsevier, vol. 14(3), pages 575-602, June. [Downloadable!] (restricted)
    Other versions:
  23. Timothy Dunne & John Haltiwanger & Kenneth R. Troske, 1996. "Technology and Jobs: Secular Changes and Cyclical Dynamics," NBER Working Papers 5656, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  24. John M. Abowd & Francis Kramarz & David N. Margolis, 1999. "High Wage Workers and High Wage Firms," Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
    Other versions:
  25. Jeffrey Campbell, 1998. "Entry, Exit, Embodied Technology, and Business Cycles," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 1(2), pages 371-408, April. [Downloadable!] (restricted)
    Other versions:
  26. Kenneth R Troske, 1995. "The Worker-Establishment Characteristics Database," Working Papers 95-10, Center for Economic Studies, U.S. Census Bureau. [Downloadable!]
    Other versions:
  27. 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. [Downloadable!] (restricted)
  28. Juhn, Chinhui & Murphy, Kevin M & Pierce, Brooks, 1993. "Wage Inequality and the Rise in Returns to Skill," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 410-42, June. [Downloadable!] (restricted)
  29. John J. Abowd & John Haltiwanger & Julia Lane, 2004. "Integrated Longitudinal Employer-Employee Data for the United States," American Economic Review, American Economic Association, vol. 94(2), pages 224-229, May. [Downloadable!]
    Other versions:
  30. Caballero, Ricardo J & Hammour, Mohamad L, 1994. "The Cleansing Effect of Recessions," American Economic Review, American Economic Association, vol. 84(5), pages 1350-68, December. [Downloadable!] (restricted)
    Other versions:
  31. Benedetto, Gary & Haltiwanger, John & Lane, Julia & McKinney, Kevin, 2007. "Using Worker Flows to Measure Firm Dynamics," Journal of Business & Economic Statistics, American Statistical Association, vol. 25, pages 299-313, July. [Downloadable!] (restricted)
  32. John Abowd & Bryce Stephens & Lars Vilhuber, 2006. "The LEHD Infrastructure Files and the Creation of the Quarterly Workforce Indicators," Technical Papers 2006-01, Longitudinal Employer-Household Dynamics, Center for Economic Studies, U.S. Census Bureau. [Downloadable!]
    Other versions:
Full references

Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Joseph Kaboski & Trevon D. Logan, 2007. "Factor Endowments and the Returns to Skill: New Evidence from the American Past," NBER Working Papers 13589, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  2. Aubert Patrick & Caroli Eve & Roger Muriel, 2005. "New Technologies, Workplace Organisation and the Age Structure of the Workforce: Firm-Level Evidence," Research Unit Working Papers 0505, Laboratoire d'Economie Appliquee, INRA. [Downloadable!]
    Other versions:
  3. Rikke Ibsen & Elisabetta Trevisan & Niels Westergaard-Nielsen, 2008. "Job Mobility and Skill Transferability. Some Evidences from Denmark and a Large Italian Region," Working Papers 2008_40, University of Venice "Ca' Foscari", Department of Economics. [Downloadable!]
  4. Ardiana N. Gashi & Geoff Pugh & Nick Adnett, 2008. "Technological change and employer-provided training: Evidence from German establishments," Economics of Education Working Paper Series 0026, University of Zurich, Institute for Strategy and Business Economics (ISU). [Downloadable!]
  5. Richard Dion & Robert Fay, 2008. "Understanding Productivity: A Review of Recent Technical Research," Discussion Papers 08-3, Bank of Canada. [Downloadable!]
  6. Sandrine Levasseur, 2008. "Progrès technologique et employabilité des seniors," Documents de Travail de l'OFCE 2008-16, Observatoire Francais des Conjonctures Economiques (OFCE). [Downloadable!]
  7. Langot, François & Moreno-Galbis, Eva, 2008. "Does the Growth Process Discriminate against Older Workers?," IZA Discussion Papers 3841, Institute for the Study of Labor (IZA). [Downloadable!]
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