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The Effects of Computers and Acquired Skills on Earnings, Employment and College Enrollment: Evidence from a Field Experiment and California UI Earnings Records

Author

Listed:
  • Robert W. Fairlie
  • Peter Riley Bahr

Abstract

This paper provides the first evidence on the earnings, employment and college enrollment effects of computers and acquired skills from a randomized controlled trial providing computers to entering college students. We matched confidential administrative data from California Employment Development Department (EDD)/Unemployment Insurance (UI) system earnings records, the California Community College system, and the National Student Clearinghouse to all study participants for seven years after the random provision of computers. The experiment does not provide evidence that computer skills have short- or medium-run effects on earnings. These null effects are found along both the extensive and intensive margins of earnings (although the estimates are not precise). We also do not find evidence of positive or negative effects on college enrollment. A non-experimental analysis of CPS data reveals large, positive and statistically significant relationships between home computers, and earnings, employment and college enrollment, raising concerns about selection bias in non-experimental studies.

Suggested Citation

  • Robert W. Fairlie & Peter Riley Bahr, 2018. "The Effects of Computers and Acquired Skills on Earnings, Employment and College Enrollment: Evidence from a Field Experiment and California UI Earnings Records," NBER Working Papers 24276, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:24276
    Note: ED
    as

    References listed on IDEAS

    as
    1. Robert W. Fairlie & Rebecca A. London, 2012. "The Effects of Home Computers on Educational Outcomes: Evidence from a Field Experiment with Community College Students," Economic Journal, Royal Economic Society, vol. 122(561), pages 727-753, June.
    2. George Bulman & Robert W. Fairlie, 2015. "Technology and Education: Computers, Software, and the Internet," CESifo Working Paper Series 5570, CESifo.
    3. Hanushek, Eric A. & Schwerdt, Guido & Wiederhold, Simon & Woessmann, Ludger, 2015. "Returns to skills around the world: Evidence from PIAAC," European Economic Review, Elsevier, vol. 73(C), pages 103-130.
    4. Thomas Fuchs & Ludger Wossmann, 2004. "Computers and student learning: bivariate and multivariate evidence on the availability and use of computers at home and at school," Brussels Economic Review, ULB -- Universite Libre de Bruxelles, vol. 47(3-4), pages 359-386.
    5. Christopher Jepsen & Kenneth Troske & Paul Coomes, 2014. "The Labor-Market Returns to Community College Degrees, Diplomas, and Certificates," Journal of Labor Economics, University of Chicago Press, vol. 32(1), pages 95-121.
    6. Schmitt, John & Wadsworth, Jonathan, 2006. "Is there an impact of household computer ownership on children's educational attainment in Britain?," Economics of Education Review, Elsevier, vol. 25(6), pages 659-673, December.
    7. Robert W. Fairlie & Jonathan Robinson, 2013. "Experimental Evidence on the Effects of Home Computers on Academic Achievement among Schoolchildren," American Economic Journal: Applied Economics, American Economic Association, vol. 5(3), pages 211-240, July.
    8. Falck, Oliver & Heimisch-Roecker, Alexandra & Wiederhold, Simon, 2021. "Returns to ICT skills," Research Policy, Elsevier, vol. 50(7).
    9. Fiorini, M., 2010. "The effect of home computer use on children's cognitive and non-cognitive skills," Economics of Education Review, Elsevier, vol. 29(1), pages 55-72, February.
    10. Blanco, Mariana & López Bóo, Florencia, 2010. "ICT Skills and Employment: A Randomized Experiment," IZA Discussion Papers 5336, Institute of Labor Economics (IZA).
    11. Oecd, 2015. "Does having digital skills really pay off?," Adult Skills in Focus 1, OECD Publishing.
    12. Thomas J. Kane & Cecilia Elena Rouse, 1999. "The Community College: Educating Students at the Margin between College and Work," Journal of Economic Perspectives, American Economic Association, vol. 13(1), pages 63-84, Winter.
    13. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863, Elsevier.
    14. Ofer Malamud & Cristian Pop-Eleches, 2011. "Home Computer Use and the Development of Human Capital," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(2), pages 987-1027.
    15. Duane E. Leigh & Andrew M. Gill, 2007. "Do Community Colleges Respond to Local Needs? Evidence from California," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number dcc, August.
    16. 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.
    17. Bulman, G. & Fairlie, R.W., 2016. "Technology and Education," Handbook of the Economics of Education,, Elsevier.
    18. Kane, Thomas J & Rouse, Cecilia Elena, 1995. "Labor-Market Returns to Two- and Four-Year College," American Economic Review, American Economic Association, vol. 85(3), pages 600-614, June.
    19. 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.
    20. Hull, Marie C. & Duch, Katherine, 2017. "One-To-One Technology and Student Outcomes," IZA Discussion Papers 10886, Institute of Labor Economics (IZA).
    21. Jacob L. Vigdor & Helen F. Ladd & Erika Martinez, 2014. "Scaling The Digital Divide: Home Computer Technology And Student Achievement," Economic Inquiry, Western Economic Association International, vol. 52(3), pages 1103-1119, July.
    22. Ann Huff Stevens & Michal Kurlaender & Michel Grosz, 2019. "Career Technical Education and Labor Market Outcomes: Evidence from California Community Colleges," Journal of Human Resources, University of Wisconsin Press, vol. 54(4), pages 986-1036.
    23. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    24. Diether W. Beuermann & Julian Cristia & Santiago Cueto & Ofer Malamud & Yyannu Cruz-Aguayo, 2015. "One Laptop per Child at Home: Short-Term Impacts from a Randomized Experiment in Peru," American Economic Journal: Applied Economics, American Economic Association, vol. 7(2), pages 53-80, April.
    25. Andy Dickerson & Francis Green, 2004. "The growth and valuation of computing and other generic skills," Oxford Economic Papers, Oxford University Press, vol. 56(3), pages 371-406, July.
    26. Hilal Atasoy, 2011. "IICT Skills and Employment Opportunities," Working Papers 11-24, NET Institute, revised Nov 2011.
    27. Fairlie, Robert W., 2012. "The effects of home access to technology on computer skills: Evidence from a field experiment," Information Economics and Policy, Elsevier, vol. 24(3), pages 243-253.
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    Cited by:

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    3. Denis Fougère & Ghazala Azmat & Alexis Lermite & Clémence Lobut, 2022. "L’impact du numérique sur les apprentissages des élèves : évaluation d’une politique d’équipement à grande échelle. Ensemble des résultats au cycle 4," Working Papers halshs-03915750, HAL.
    4. Celeste K. Carruthers & Christopher Jepsen, 2020. "Vocational Education: An International Perspective," CESifo Working Paper Series 8718, CESifo.
    5. Luca Bonacini & Marina Murat, 2023. "Beyond the Covid-19 pandemic: remote learning and education inequalities," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 50(1), pages 207-236, February.

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    JEL classification:

    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions

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