IDEAS home Printed from https://ideas.repec.org/a/taf/applec/v43y2011i29p4607-4622.html
   My bibliography  Save this article

Computers, skills and wages

Author

Listed:
  • Lex Borghans
  • Bas ter Weel

Abstract

Computer technology is most prominently used by skilled, high-wage workers. This suggests that computer use requires skills to take full advantage of the possibilities, which are particularly present among relatively skilled workers. This article develops a simple technology adoption model showing that the decision to adopt computer technology depends on (i) the tasks to be performed, (ii) the level of skill or education and (iii) the level of wages. Applying this model to British data, it is shown that the effect of wages and particular tasks on computer adoption is larger than the effect of skills on adoption. The estimates suggest that in Britain computer use is likely to be a matter of cost efficiency and not so much of workers' skills.

Suggested Citation

  • Lex Borghans & Bas ter Weel, 2011. "Computers, skills and wages," Applied Economics, Taylor & Francis Journals, vol. 43(29), pages 4607-4622.
    • Handle: RePEc:taf:applec:v:43:y:2011:i:29:p:4607-4622
    DOI: 10.1080/00036846.2010.493138
    as

    Download full text from publisher

    File URL: http://www.tandfonline.com/doi/abs/10.1080/00036846.2010.493138
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1080/00036846.2010.493138?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Allen, Steven G, 2001. "Technology and the Wage Structure," Journal of Labor Economics, University of Chicago Press, vol. 19(2), pages 440-483, April.
    2. Angrist, J.D., 1991. "Linear Instrumental Variables Estimation Of Average Treatment Effects In Nonlinear Models," Harvard Institute of Economic Research Working Papers 1542, Harvard - Institute of Economic Research.
    3. Chiswick, Barry R & Miller, Paul W, 1995. "The Endogeneity between Language and Earnings: International Analyses," Journal of Labor Economics, University of Chicago Press, vol. 13(2), pages 246-288, April.
    4. Katz, Lawrence F. & Autor, David H., 1999. "Changes in the wage structure and earnings inequality," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 26, pages 1463-1555, Elsevier.
    5. Miller, Paul & Mulvey, Charles, 1997. "Computer Skills and Wages," Australian Economic Papers, Wiley Blackwell, vol. 36(68), pages 106-113, June.
    6. 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..
    7. 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.
    8. Bruce A. Weinberg, 2000. "Computer Use and the Demand for Female Workers," ILR Review, Cornell University, ILR School, vol. 53(2), pages 290-308, January.
    9. 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.
    10. Entorf, Horst & Kramarz, Francis, 1997. "Does unmeasured ability explain the higher wages of new technology workers?," European Economic Review, Elsevier, vol. 41(8), pages 1489-1509, August.
    11. Berman, Eli & Lang, Kevin & Siniver, Erez, 2003. "Language-skill complementarity: returns to immigrant language acquisition," Labour Economics, Elsevier, vol. 10(3), pages 265-290, June.
    12. Christian Dustmann & Arthur van Soest, 2001. "Language Fluency And Earnings: Estimation With Misclassified Language Indicators," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 663-674, November.
    13. Alan B. Krueger, 1993. "How Computers Have Changed the Wage Structure: Evidence from Microdata, 1984–1989," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(1), pages 33-60.
    14. 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.
    15. Borghans, L. & ter Weel, B.J., 2001. "What happens when agent T gets a computer?," ROA Research Memorandum 4E, Maastricht University, Research Centre for Education and the Labour Market (ROA).
    16. 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.
    17. John E. DiNardo & Jörn-Steffen Pischke, 1997. "The Returns to Computer Use Revisited: Have Pencils Changed the Wage Structure Too?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 291-303.
    18. Leora Friedberg, 2003. "The Impact of Technological Change on Older Workers: Evidence from Data on Computer Use," ILR Review, Cornell University, ILR School, vol. 56(3), pages 511-529, April.
    19. Sendhil Mullainathan & Marianne Bertrand, 2001. "Do People Mean What They Say? Implications for Subjective Survey Data," American Economic Review, American Economic Association, vol. 91(2), pages 67-72, May.
    20. 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.
    21. repec:fth:prinin:377 is not listed on IDEAS
    22. Lucy Chennells & John Van Reenan, 1997. "Technical Change and Earnings in British Establishments," Economica, London School of Economics and Political Science, vol. 64(256), pages 587-604, November.
    23. Groot, Loek F. M. & De Grip, Andries, 1991. "Technological change and skill formation in the bank sector," Economics of Education Review, Elsevier, vol. 10(1), pages 57-71, March.
    24. Bresnahan, Timothy F, 1999. "Computerisation and Wage Dispersion: An Analytical Reinterpretation," Economic Journal, Royal Economic Society, vol. 109(456), pages 390-415, June.
    25. Eli Berman & John Bound & Zvi Griliches, 1993. "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.
    26. 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.
    27. David H. Autor & Frank Levy & Richard Murnane, 2000. "Upstairs, Downstairs: Computer-Skill Complementarity and Computer-Labor Substitution on Two Floors of a Large Bank," NBER Working Papers 7890, National Bureau of Economic Research, Inc.
    28. Davies, Stephen W., 1979. "Inter-firm diffusion of process innovations," European Economic Review, Elsevier, vol. 12(4), pages 299-317, October.
    29. 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).
    30. Joshua D. Angrist, 1991. "Instrumental Variables Estimation of Average Treatment Effects in Econometrics and Epidemiology," NBER Technical Working Papers 0115, National Bureau of Economic Research, Inc.
    31. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed the Labor Market?," The Quarterly Journal of Economics, Oxford University Press, vol. 113(4), pages 1169-1213.
    32. Chris Freeman & Luc Soete, 1997. "The Economics of Industrial Innovation, 3rd Edition," MIT Press Books, The MIT Press, edition 3, volume 1, number 0262061953, December.
    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. Borghans, Lex & ter Weel, Bas, 2007. "The diffusion of computers and the distribution of wages," European Economic Review, Elsevier, vol. 51(3), pages 715-748, April.
    2. Shakina, Elena & Parshakov, Petr & Alsufiev, Artem, 2021. "Rethinking the corporate digital divide: The complementarity of technologies and the demand for digital skills," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    3. Borghans, Lex & ter Weel, Bas, 2004. "Are computer skills the new basic skills? The returns to computer, writing and math skills in Britain," Labour Economics, Elsevier, vol. 11(1), pages 85-98, February.
    4. Casey Ichniowski & Kathryn Shaw, 2003. "Beyond Incentive Pay: Insiders' Estimates of the Value of Complementary Human Resource Management Practices," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 155-180, Winter.
    5. Chris N. Sakellariou & Harry A. Patrinos, 2004. "Technology, computers and wages: evidence from a developing economy," Brussels Economic Review, ULB -- Universite Libre de Bruxelles, vol. 47(3-4), pages 543-543.
    6. Chris Sakellariou, 2009. "Endogeneity, computers, language skills and wages among university graduates in Vietnam," Applied Economics, Taylor & Francis Journals, vol. 41(5), pages 653-663.
    7. Hofer, Helmut & Riedel, Monika, 2003. "Computer Use and the Wage Structure in Austria," Economics Series 147, Institute for Advanced Studies.
    8. Thomas Heckel, 2006. "Les nouvelles technologies ont-elles modifié la trajectoire et la rémunération des jeunes et des qualifiés dans les années 1990 en France ?. Une étude à partir de données appariées entre individus et ," Revue économique, Presses de Sciences-Po, vol. 57(6), pages 1383-1400.

    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. Lex Borghans & Bas ter Weel, 2011. "Computers, skills and wages," Applied Economics, Taylor & Francis Journals, vol. 43(29), pages 4607-4622.
    2. 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).
    3. 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).
    4. Borghans, Lex & ter Weel, Bas, 2004. "What happens when agent T gets a computer?: The labor market impact of cost efficient computer adoption," Journal of Economic Behavior & Organization, Elsevier, vol. 54(2), pages 137-151, June.
    5. Borghans, L. & ter Weel, B.J., 2000. "How Computerization changes the UK Labour Market: The Facts viewed from a new perspective," ROA Working Paper 7E, Maastricht University, Research Centre for Education and the Labour Market (ROA).
    6. Borghans, Lex & ter Weel, Bas, 2007. "The diffusion of computers and the distribution of wages," European Economic Review, Elsevier, vol. 51(3), pages 715-748, April.
    7. Borghans L. & Weel B. ter, 2000. "How computerizaton changes the UK Labour Market: The Facts viewed from a new Perspective," ROA Working Paper 010, Maastricht University, Research Centre for Education and the Labour Market (ROA).
    8. Lex Borghans & Bas ter Weel, 2006. "Do We Need Computer Skills to Use a Computer? Evidence from Britain," LABOUR, CEIS, vol. 20(3), pages 505-532, September.
    9. Lex Borghans & Bas ter Weel, 2008. "Understanding the Technology of Computer Technology Diffusion: Explaining Computer Adoption Patterns and Implications for the Wage Structure," Journal of Income Distribution, Ad libros publications inc., vol. 17(3-4), pages 37-70, September.
    10. 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.
    11. Borghans, L. & ter Weel, B.J., 2002. "Do older workers have more trouble using a computer than younger workers?," ROA Research Memorandum 1E, Maastricht University, Research Centre for Education and the Labour Market (ROA).
    12. Borgmans, Lex & Weel, Bas ter, 2000. "How computerization changes the UK labour market: The facts viewed from a new perspective," Research Memorandum 025, Maastricht University, Maastricht Economic Research Institute on Innovation and Technology (MERIT).
    13. Weinberg, Bruce A., 2004. "Experience and Technology Adoption," IZA Discussion Papers 1051, Institute of Labor Economics (IZA).
    14. G.R. Arabsheibani & J.M. Emami & A. Marin, 2004. "The Impact of Computer Use On Earnings in the UK," Scottish Journal of Political Economy, Scottish Economic Society, vol. 51(1), pages 82-94, February.
    15. Daron Acemoglu, 2002. "Technical Change, Inequality, and the Labor Market," Journal of Economic Literature, American Economic Association, vol. 40(1), pages 7-72, March.
    16. Borghans, L. & ter Weel, B.J., 2002. "Do older workers have more trouble using a computer than younger workers?," ROA Research Memorandum 1E, Maastricht University, Research Centre for Education and the Labour Market (ROA).
    17. 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).
    18. 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.
    19. Lex Borghans & Bas ter Weel, 2006. "Do We Need Computer Skills to Use a Computer? Evidence from Britain," LABOUR, CEIS, vol. 20(3), pages 505-532, September.
    20. Lex Borghans & Bas ter Weel, 2008. "Understanding the Technology of Computer Technology Diffusion: Explaining Computer Adoption Patterns and Implications for the Wage Structure," Journal of Income Distribution, Ad libros publications inc., vol. 17(3-4), pages 37-70, September.

    More about this item

    JEL classification:

    • J30 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - General
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

    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:taf:applec:v:43:y:2011:i:29:p:4607-4622. 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: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/RAEC20 .

    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.