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The Returns to Pencil Use Revisited

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Author Info
Alexandra Spitz-Oener () (Humboldt University Berlin and IZA)

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Abstract

The increased diffusion of computers is one of the fundamental changes at workplaces in recent decades. While the majority of workers now spend a substantial fraction of their working day with a computer, research on the wage effect of computer use effectively came to a halt after DiNardo and Pischke [1997] found that wages were also positively associated with pencil use, calling into question the ability to distinguish the effect of computers from other confounding factors. Using the same data set as DiNardo and Pischke, but a more recent wave, this paper revitalizes the discussion by showing that the pencil effect disappeared in 1998/99, whereas the computer effect is still present. Computer users - but not pencil users - have experienced a pronounced shift towards analytical and interactive tasks, for which they are rewarded in the workplace.

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Publisher Info
Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 2729.

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Length: 39 pages
Date of creation: Apr 2007
Date of revision:
Handle: RePEc:iza:izadps:dp2729

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Related research
Keywords: computer wage differential; pencil wage differentials; changing skill requirements;

Other versions of this item:

Find related papers by JEL classification:
J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Estimation

This paper has been announced in the following NEP Reports:

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.:
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    Other versions:
  2. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2005. "Rising Wage Inequality: The Role of Composition and Prices," Harvard Institute of Economic Research Working Papers 2096, Harvard - Institute of Economic Research. [Downloadable!]
    Other versions:
  3. William T. Dickens & Lawrence F. Katz, 1987. "Interindustry Wage Differences and Industry Characteristics," NBER Working Papers 2014, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  4. Alan B. Krueger & Lawrence H. Summers, 1987. "Reflections on the Inter-Industry Wage Structure," NBER Working Papers 1968, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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    Other versions:
  6. Maarten Goos & Alan Manning, 2003. "Lousy and Lovely Jobs: the Rising Polarization of Work in Britain," CEP Discussion Papers dp0604, Centre for Economic Performance, LSE. [Downloadable!]
    Other versions:
  7. Christoph Schmidt & Klaus Zimmerman, 1990. "Work Characteristics, Firm Size and Wages," Working Papers 644, Princeton University, Department of Economics, Industrial Relations Section.. [Downloadable!]
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  8. David Autor & Frank Levy & Richard Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov. [Downloadable!]
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  9. Alexandra Spitz-Oener, 2006. "Technical Change, Job Tasks, and Rising Educational Demands: Looking outside the Wage Structure," Journal of Labor Economics, University of Chicago Press, vol. 24(2), pages 235-270, April. [Downloadable!]
  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. [Downloadable!] (restricted)
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  12. Richard Blundell & Lorraine Dearden & Barbara Sianesi, 2003. "Evaluating the impact of education on earnings in the UK: Models, methods and results from the NCDS," IFS Working Papers W03/20, Institute for Fiscal Studies. [Downloadable!]
    Other versions:
  13. DiNardo, John E & Pischke, Jorn-Steffen, 1997. "The Returns to Computer Use Revisited: Have Pencils Changed the Wage Structure Too?," The Quarterly Journal of Economics, MIT Press, vol. 112(1), pages 291-303, February.
    Other versions:
  14. 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. [Downloadable!] (restricted)
  15. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2005. "Trends in U.S. Wage Inequality: Re-Assessing the Revisionists," NBER Working Papers 11627, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  16. Charles Brown & James L. Medoff, 1989. "The Employer Size-Wage Effect," NBER Working Papers 2870, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  17. 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.
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  18. Daron Acemoglu, 2000. "Technical Change, Inequality, and the Labor Market," NBER Working Papers 7800, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  19. Robert Gibbons & Lawrence F. Katz, 1992. "Does Unmeasured Ability Explain Inter-Industry Wage Differentials?," NBER Working Papers 3182, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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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. Regula Geel & Uschi Backes-Gellner, 2009. "Occupational Mobility Within and Between Skill Clusters: An Empirical Analysis Based on the Skill-Weights Approach," Economics of Education Working Paper Series 0047, University of Zurich, Institute for Strategy and Business Economics (ISU). [Downloadable!]
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