IDEAS home Printed from https://ideas.repec.org/p/cep/ceedps/0081.html
   My bibliography  Save this paper

The Impact of Computer Use, Computer Skills and Computer Use Intensity: Evidence from WERS 2004

Author

Listed:
  • Peter Dolton
  • Panu Pelkonen

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

  • Peter Dolton & Panu Pelkonen, 2007. "The Impact of Computer Use, Computer Skills and Computer Use Intensity: Evidence from WERS 2004," CEE Discussion Papers 0081, Centre for the Economics of Education, LSE.
    • Handle: RePEc:cep:ceedps:0081
    as

    Download full text from publisher

    File URL: https://cep.lse.ac.uk/pubs/download/cee/ceedp81.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Wu, De-Min, 1973. "Alternative Tests of Independence Between Stochastic Regressors and Disturbances," Econometrica, Econometric Society, vol. 41(4), pages 733-750, July.
    2. 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.
    3. Peter Dolton & Gerry Makepeace, 2004. "Computer Use and Earnings in Britain," Economic Journal, Royal Economic Society, vol. 114(494), pages 117-129, March.
    4. 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.
    5. 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.
    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. 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.
    8. 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.
    9. 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.
    10. 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..
    11. 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.
    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. 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.

    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. 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. Cindy Zoghi & Sabrina Wulff Pabilonia, 2007. "Which workers gain upon adopting a computer?," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 40(2), pages 423-444, May.
    3. Alexandra Spitz-Oener, 2008. "The Returns to Pencil Use Revisited," ILR Review, Cornell University, ILR School, vol. 61(4), pages 502-517, July.
    4. 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.
    5. Guilhem Bascle, 2008. "Controlling for endogeneity with instrumental variables in strategic management research," Post-Print hal-00576795, HAL.
    6. Thomsen, Stephan L, 2018. "Die Rolle der Computerisierung und Digitalisierung für Beschäftigung und Einkommen," Hannover Economic Papers (HEP) dp-645, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
    7. Antonis Adam & Antonios Garas & Marina-Selini Katsaiti & Athanasios Lapatinas, 2023. "Economic complexity and jobs: an empirical analysis," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 32(1), pages 25-52, January.
    8. Schleife, Katrin, 2005. "Computer Use and the Employment Status of Older Workers - An Analysis Based on Individual Data," Darmstadt Discussion Papers in Economics 145, Darmstadt University of Technology, Department of Law and Economics.
    9. Gao, Yanyan & Zang, Leizhen & Sun, Jun, 2018. "Does computer penetration increase farmers’ income? An empirical study from China," Telecommunications Policy, Elsevier, vol. 42(5), pages 345-360.
    10. Joaquin Marandino & Phanindra V. Wunnava, 2017. "The Effect of Access to Information and Communication Technology on Household Labor Income: Evidence from One Laptop Per Child in Uruguay," Economies, MDPI, vol. 5(3), pages 1-10, September.
    11. Sabrina Wulff Pabilonia & Cindy Zoghi, 2004. "Which Workers Gain from Computer Use?," Working Papers 373, U.S. Bureau of Labor Statistics.
    12. Harry Patrinos & Chris Sakellariou, 2005. "Schooling and Labor Market Impacts of a Natural Policy Experiment," LABOUR, CEIS, vol. 19(4), pages 705-719, December.
    13. Falck, Oliver & Heimisch-Roecker, Alexandra & Wiederhold, Simon, 2021. "Returns to ICT skills," Research Policy, Elsevier, vol. 50(7).
    14. Neil M. Davies & Matt Dickson & George Davey Smith & Frank Windmeijer & G.J. van den Berg, 2019. "The Causal Effects of Education on Adult Health, Mortality and Income: Evidence from Mendelian Randomization and the Raising of the School Leaving Age," Working Papers 2019-029, Human Capital and Economic Opportunity Working Group.
    15. Christian Terwiesch & Marcelo Olivares & Bradley R. Staats & Vishal Gaur, 2020. "OM Forum—A Review of Empirical Operations Management over the Last Two Decades," Manufacturing & Service Operations Management, INFORMS, vol. 22(4), pages 656-668, July.
    16. Dunne, Timothy & Troske, Kenneth, 2004. "Technology Adoption and Workforce Skill in U.S. Manufacturing Plants," IZA Discussion Papers 1427, Institute of Labor Economics (IZA).
    17. 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.
    18. Kugler Franziska & Schwerdt Guido & Wößmann Ludger, 2014. "Ökonometrische Methoden zur Evaluierung kausaler Effekte der Wirtschaftspolitik," Perspektiven der Wirtschaftspolitik, De Gruyter, vol. 15(2), pages 105-132, June.
    19. 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.
    20. 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.

    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

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:cep:ceedps:0081. 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: the person in charge (email available below). General contact details of provider: https://cep.lse.ac.uk/_new/publications/cee-discussion-papers/ .

    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.