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The impact of computer use, computer skills and computer use intensity: evidence from WERS 2004

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  • Dolton, Peter
  • Pelkonen, Panu

Abstract

Computers and ICT have changed the way we live and work. The latest WERS 2004 provides a snapshot of how using ICT at the workplace has changed our working lives. Various studies have suggested that the use of a computer at work boosted earnings by as much as 20%. Others suggest this reported impact is due to unobserved heterogeneity. Using excellent data from the WERS employer-employee matched data we compare OLS estimates with those from estimations which include controls for establishments, industrial sectors and occupations and use control function, treatment effects models and Instrumental Variable estimation. We show that the results of OLS estimation grossly overestimate the return to computer use but that including occupation controls, reduces the return to between 3-10%. We explore the return on different IT skills and also find a return to the intensity of computer use as measured by the number of tasks a computer is used for.

Suggested Citation

  • Dolton, Peter & Pelkonen, Panu, 2007. "The impact of computer use, computer skills and computer use intensity: evidence from WERS 2004," LSE Research Online Documents on Economics 19389, London School of Economics and Political Science, LSE Library.
  • Handle: RePEc:ehl:lserod:19389
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    File URL: http://eprints.lse.ac.uk/19389/
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    1. Joshua D. Angrist & Alan B. Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 69-85, Fall.
    2. Peter Dolton & Gerry Makepeace & Helen Robinson, 2007. "Use It Or Lose It? The Impact Of Computers On Earnings," Manchester School, University of Manchester, vol. 75(6), pages 673-694, December.
    3. 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.
    4. 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.
    5. 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.
    6. Harmon, Colm & Walker, Ian, 1995. "Estimates of the Economic Return to Schooling for the United Kingdom," American Economic Review, American Economic Association, vol. 85(5), pages 1278-1286, December.
    7. Sabrina Wulff Pabilonia & Cindy Zoghi, 2005. "Returning to the Returns to Computer Use," American Economic Review, American Economic Association, vol. 95(2), pages 314-317, May.
    8. Wu, De-Min, 1973. "Alternative Tests of Independence Between Stochastic Regressors and Disturbances," Econometrica, Econometric Society, vol. 41(4), pages 733-750, July.
    9. Peter Dolton & Gerry Makepeace, 2004. "Computer Use and Earnings in Britain," Economic Journal, Royal Economic Society, vol. 114(494), pages 117-129, March.
    10. Maarten Goos & Alan Manning, 2007. "Lousy and Lovely Jobs: The Rising Polarization of Work in Britain," The Review of Economics and Statistics, MIT Press, vol. 89(1), pages 118-133, February.
    11. Joshua Angrist & Alan Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Working Papers 834, Princeton University, Department of Economics, Industrial Relations Section..
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    Cited by:

    1. Peter Dolton & Panu Pelkonen, 2008. "The Wage Effects of Computer Use: Evidence from WERS 2004," British Journal of Industrial Relations, London School of Economics, vol. 46(4), pages 587-630, December.
    2. Paolo Guerrieri & Sara Bentivegna (ed.), 2011. "The Economic Impact of Digital Technologies," Books, Edward Elgar Publishing, number 14361.

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    More about this item

    Keywords

    ICT; Skills;

    JEL classification:

    • R14 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Land Use Patterns
    • J01 - Labor and Demographic Economics - - General - - - Labor Economics: General

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