IDEAS home Printed from https://ideas.repec.org/p/cen/wpaper/00-13.html
   My bibliography  Save this paper

Technology Use and Worker Outcomes: Direct Evidence from Linked Employee-Employer Data

Author

Listed:
  • Adela Luque
  • Javier Miranda

Abstract

We investigate the impact of technology adoption on workers� wages and mobility in U.S. manufacturing plants by constructing and exploiting a unique Linked Employee-Employer data set containing longitudinal worker and plant information. We first examine the effect of technology use on wage determination, and find that technology adoption does not have a significant effect on high-skill workers, but negatively affects the earnings of low-skill workers after controlling for worker-plant fixed effects. This result seems to support the skill-biased technological change hypothesis. We next explore the impact of technology use on worker mobility, and find that mobility rates are higher in high-technology plants, and that high-skill workers are more mobile than their low and medium-skill counterparts. However, our technology-skill interaction term indicates that as the number of adopted technologies increases, the probability of exit of skilled workers decreases while that of unskilled workers increases.

Suggested Citation

  • Adela Luque & Javier Miranda, 2000. "Technology Use and Worker Outcomes: Direct Evidence from Linked Employee-Employer Data," Working Papers 00-13, Center for Economic Studies, U.S. Census Bureau.
  • Handle: RePEc:cen:wpaper:00-13
    as

    Download full text from publisher

    File URL: https://www2.census.gov/ces/wp/2000/CES-WP-00-13.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Entorf, Horst & Gollac, Michel & Kramarz, Francis, 1999. "New Technologies, Wages, and Worker Selection," Journal of Labor Economics, University of Chicago Press, vol. 17(3), pages 464-491, July.
    2. Burgess, Simon & Lane, Julia & Stevens, David, 2000. "Job Flows, Worker Flows, and Churning," Journal of Labor Economics, University of Chicago Press, vol. 18(3), pages 473-502, July.
    3. Sandra E. Black & Lisa M. Lynch, 2001. "How To Compete: The Impact Of Workplace Practices And Information Technology On Productivity," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 434-445, August.
    4. Steven J. Davis & John Haltiwanger, 1990. "Gross Job Creation and Destruction: Microeconomic Evidence and Macroeconomic Implications," NBER Chapters, in: NBER Macroeconomics Annual 1990, Volume 5, pages 123-186, National Bureau of Economic Research, Inc.
    5. 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.
    6. repec:bla:econom:v:62:y:1995:i:245:p:89-107 is not listed on IDEAS
    7. Steven J. Davis & John Haltiwanger, 1992. "Gross Job Creation, Gross Job Destruction, and Employment Reallocation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 819-863.
    8. 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.
    9. Timothy Bates, 1990. "Self-Employment Trends Among Mexican Americans," Working Papers 90-9, Center for Economic Studies, U.S. Census Bureau.
    10. Lichtenberg, Frank R & Siegel, Donald, 1991. "The Impact of R&D Investment on Productivity--New Evidence Using Linked R&D-LRD Data," Economic Inquiry, Western Economic Association International, vol. 29(2), pages 203-229, April.
    11. Timothy Bates, 1989. "Entrepreneur Factor Inputs and Small Business Longevity," Working Papers 89-4, Center for Economic Studies, U.S. Census Bureau.
    12. David Autor & Lawrence Katz & Alan Krueger, 1997. "Computing Inequality: Have Computers Changed the Labor Market?," Working Papers 756, Princeton University, Department of Economics, Industrial Relations Section..
    13. Mark Doms & Timothy Dunne & Kenneth R. Troske, 1997. "Workers, Wages, and Technology," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 253-290.
    14. 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.
    15. Robert H. Topel & Michael P. Ward, 1992. "Job Mobility and the Careers of Young Men," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 439-479.
    16. Jeffrey D. Sachs & Howard J. Shatz, 1994. "Trade and Jobs in Manufacturing," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 25(1), pages 1-84.
    17. Ernst R. Berndt & Catherine J. Morrison & Larry S. Rosenblum, 1992. "High-Tech Capital Formation and Labor Composition in U.S. Manufacturing Industries: An Exploratory Analysis," NBER Working Papers 4010, National Bureau of Economic Research, Inc.
    18. Alfred R Nucci & Timothy Bates, 1990. "An Analysis of Small Business Size and Rate of Discontinuance," Working Papers 90-2, Center for Economic Studies, U.S. Census Bureau.
    19. John Haltiwanger & Steven J Davis & Scott Schuh, 1991. "Published Versus Sample Statistics From The ASM: Implications For The LRD," Working Papers 91-1, Center for Economic Studies, U.S. Census Bureau.
    20. Alfred R Nucci, 1989. "The Characteristics of Business Owners (CBO) Database," Working Papers 89-9, Center for Economic Studies, U.S. Census Bureau.
    21. Sang V Nguyen & Arnold P Reznek, 1990. "Returns to Scale in Small and Large U.S. Manufacturing Establishments," Working Papers 90-11, Center for Economic Studies, U.S. Census Bureau.
    22. Timothy Dunne & Mark J. Roberts, 1990. "Wages and The Rist of Plant Closings," Working Papers 90-6, Center for Economic Studies, U.S. Census Bureau.
    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. Ethan Lewis, 2005. "Immigration, Skill Mix, and the Choice of Technique," Working Papers 05-04, Center for Economic Studies, U.S. Census Bureau.
    2. Catherine Buffington & Javier Miranda & Robert Seamans, 2018. "Development of Survey Questions on Robotics Expenditures and Use in U.S. Manufacturing Establishments," Working Papers 18-44, Center for Economic Studies, U.S. Census Bureau.
    3. Fredrik Heyman, 2007. "Firm Size or Firm Age? The Effect on Wages Using Matched Employer–Employee Data," LABOUR, CEIS, vol. 21(2), pages 237-263, June.
    4. Adela Luque & C.J. Krizan, 2009. "The Micro-Dynamics of Skill Mix Changes in a Dual Labor Market: The Spanish Manufacturing Experience," Working Papers 09-12, Center for Economic Studies, U.S. Census Bureau.

    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. repec:eee:labchp:v:3:y:1999:i:pb:p:2629-2710 is not listed on IDEAS
    2. Benoit Dostie & Mathieu Trépanier, 2004. "Return to Computer Use and Organizational Practices of the firm," Cahiers de recherche 04-06, HEC Montréal, Institut d'économie appliquée.
    3. Nathalie Greenan & Jacques Mairesse & Agnès Topiol-Bensaid, 2001. "Information Technology and Research and Developement Impacts on Productivity and Skills: Looking for Correlations on French Firm-Level Data," Working Papers hal-02104933, HAL.
    4. John M. Abowd & John Haltiwanger & Julia I. Lane & Kristin Sandusky, 2001. "Within and Between Firm Changes in Human Capital, Technology, and Productivity Preliminary and incomplete," Longitudinal Employer-Household Dynamics Technical Papers 2001-03, Center for Economic Studies, U.S. Census Bureau.
    5. Richard Duhautois & Fabrice Gilles & Héloïse Petit, 2009. "Worker flows, job flows and establishment wage differentials: Analysing the case of France," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-00646440, HAL.
    6. Burgess, Simon & Lane, Julia & Stevens, David, 1997. "Jobs, Workers and Changes in Earnings Dispersion," CEPR Discussion Papers 1714, C.E.P.R. Discussion Papers.
    7. 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.
    8. Richard Duhautois & Fabrice Gilles & Héloïse Petit, 2012. "Worker flows and establishment wage differentials : a breakdown of the relationship," Post-Print hal-00833872, HAL.
    9. 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.
    10. 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).
    11. Allen, Steven G, 2001. "Technology and the Wage Structure," Journal of Labor Economics, University of Chicago Press, vol. 19(2), pages 440-483, April.
    12. Gielen, Anne C. & van Ours, Jan C., 2006. "Age-specific cyclical effects in job reallocation and labor mobility," Labour Economics, Elsevier, vol. 13(4), pages 493-504, August.
    13. Davis, Steven J. & Faberman, Jason & Haltiwanger, John C., 2005. "The Flow Approach to Labor Markets: New Data Sources, Micro-Macro Links and the Recent Downturn," IZA Discussion Papers 1639, Institute of Labor Economics (IZA).
    14. R. Jason Faberman, 2003. "Job Flows and Establishment Characteristics: Variations Across U.S. Metropolitan Areas," William Davidson Institute Working Papers Series 2003-609, William Davidson Institute at the University of Michigan.
    15. Steven J. Davis & R. Jason Faberman & John Haltiwanger, 2006. "The Flow Approach to Labor Markets: New Data Sources and Micro-Macro Links," Journal of Economic Perspectives, American Economic Association, vol. 20(3), pages 3-26, Summer.
    16. Dunne, Timothy & Haltiwanger, John & Troske, Kenneth R., 1997. "Technology and jobs: secular changes and cyclical dynamics," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 46(1), pages 107-178, June.
    17. Maarten Goos & Melanie Arntz & Ulrich Zierahn & Terry Gregory & Stephanie Carretero Gomez & Ignacio Gonzalez Vazquez & Koen Jonkers, 2019. "The Impact of Technological Innovation on the Future of Work," JRC Working Papers on Labour, Education and Technology 2019-03, Joint Research Centre.
    18. Merkuryeva, Irina S. & Paramonova, Elena N. & Bitina, Julia M. & Gilchenok, Veronika L., 2006. "Economic analysis based on matched employer-employee data: Methodology of data collection and research," Working Papers 805, Graduate School of Management, St. Petersburg State University.
    19. Jeff Borland & Joseph Hirschberg & Jenny Lye, 2004. "Computer knowledge and earnings: evidence for Australia," Applied Economics, Taylor & Francis Journals, vol. 36(17), pages 1979-1993.
    20. Ann P. Bartel & Casey Ichniowski & Kathryn L. Shaw, 2005. "How Does Information Technology Really Affect Productivity? Plant-Level Comparisons of Product Innovation, Process Improvement and Worker Skills," NBER Working Papers 11773, National Bureau of Economic Research, Inc.
    21. Sang V Nguyen & Robert H Mcguckin & Arnold P Reznek, 1995. "The Impact Of Ownership Change On Employment, Wages, And Labor Productivity In U.S. Manufacturing 1977-87," Working Papers 95-8, Center for Economic Studies, U.S. Census Bureau.

    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:cen:wpaper:00-13. 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: Dawn Anderson (email available below). General contact details of provider: https://edirc.repec.org/data/cesgvus.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.