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Hard evidence on soft skills

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  • Heckman, James J.
  • Kautz, Tim

Abstract

This paper summarizes recent evidence on what achievement tests measure; how achievement tests relate to other measures of “cognitive ability” like IQ and grades; the important skills that achievement tests miss or mismeasure, and how much these skills matter in life.

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Bibliographic Info

Article provided by Elsevier in its journal Labour Economics.

Volume (Year): 19 (2012)
Issue (Month): 4 ()
Pages: 451-464

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Handle: RePEc:eee:labeco:v:19:y:2012:i:4:p:451-464

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Web page: http://www.elsevier.com/locate/labeco

Related research

Keywords: Personality; Achievement tests; IQ; Cognition;

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References

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  1. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
  2. Heckman, James J. & Humphries, John Eric & Mader, Nicholas S., 2010. "The GED," IZA Discussion Papers 4975, Institute for the Study of Labor (IZA).
    • James J. Heckman & John Eric Humphries & Nicholas S. Mader, 2010. "The GED," NBER Working Papers 16064, National Bureau of Economic Research, Inc.
  3. Lex Borghans & Huub Meijers & Bas Ter Weel, 2008. "The Role Of Noncognitive Skills In Explaining Cognitive Test Scores," Economic Inquiry, Western Economic Association International, vol. 46(1), pages 2-12, 01.
  4. James J. Heckman & Paul A. LaFontaine, 2008. "The American High School Graduation Rate: Trends And Levels," Working Papers 200828, Geary Institute, University College Dublin.
  5. Raj Chetty & John N. Friedman & Nathaniel Hilger & Emmanuel Saez & Diane Whitmore Schanzenbach & Danny Yagan, 2011. "How Does Your Kindergarten Classroom Affect Your Earnings? Evidence from Project Star," The Quarterly Journal of Economics, Oxford University Press, vol. 126(4), pages 1593-1660.
  6. Flavio Cunha & James Heckman, 2007. "The Technology of Skill Formation," NBER Working Papers 12840, National Bureau of Economic Research, Inc.
  7. Heckman, James J. & Masterov, Dimitriy V., 2007. "The Productivity Argument for Investing in Young Children," IZA Discussion Papers 2725, Institute for the Study of Labor (IZA).
  8. James J. Heckman & Seong Hyeok Moon & Rodrigo Pinto & Peter A. Savelyev & Adam Yavitz, 2009. "The Rate of Return to the High/Scope Perry Preschool Program," Working Papers 200936, Geary Institute, University College Dublin.
  9. Cunha, Flavio & Heckman, James J. & Lochner, Lance John & Masterov, Dimitriy V., 2005. "Interpreting the Evidence on Life Cycle Skill Formation," IZA Discussion Papers 1675, Institute for the Study of Labor (IZA).
  10. Hansen, Karsten T. & Heckman, James J. & Mullen, K.J.Kathleen J., 2004. "The effect of schooling and ability on achievement test scores," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 39-98.
  11. Borghans Lex & Lee Duckworth Angela & Heckman James J. & Weel Bas ter, 2008. "The Economics and Psychology of Personality Traits," ROA Research Memorandum 001, Maastricht University, Research Centre for Education and the Labour Market (ROA).
  12. Bound, John & Brown, Charles & Mathiowetz, Nancy, 2001. "Measurement error in survey data," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 59, pages 3705-3843 Elsevier.
  13. Borghans, Lex & Golsteyn, Bart H. H. & Heckman, James & Humphries, John Eric, 2011. "Identification Problems in Personality Psychology," Working Paper Series 5/2011, Swedish Institute for Social Research.
  14. Cunha, Flavio & Heckman, James J. & Schennach, Susanne, 2010. "Estimating the Technology of Cognitive and Noncognitive Skill Formation," IZA Discussion Papers 4702, Institute for the Study of Labor (IZA).
  15. Daniel J. Benjamin & Sebastian A. Brown & Jesse M. Shapiro, 2006. "Who is “Behavioral”? Cognitive Ability and Anomalous Preferences," Levine's Working Paper Archive 122247000000001334, David K. Levine.
  16. Martins, Pedro S., 2010. "Can Targeted, Non-Cognitive Skills Programs Improve Achievement? Evidence from EPIS," IZA Discussion Papers 5266, Institute for the Study of Labor (IZA).
  17. J. Bradford DeLong & Konstantin Magin, 2009. "The U.S. Equity Return Premium: Past, Present, and Future," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 193-208, Winter.
  18. Almlund, Mathilde & Duckworth, Angela Lee & Heckman, James J. & Kautz, Tim, 2011. "Personality Psychology and Economics," IZA Discussion Papers 5500, Institute for the Study of Labor (IZA).
  19. Heckman, James J. & Moon, Seong Hyeok & Pinto, Rodrigo & Savelyev, Peter & Yavitz, Adam, 2010. "Analyzing Social Experiments as Implemented: A Reexamination of the Evidence from the HighScope Perry Preschool Program," IZA Discussion Papers 5095, Institute for the Study of Labor (IZA).
  20. James J. Heckman, 2011. "Integrating Personality Psychology into Economics," NBER Working Papers 17378, National Bureau of Economic Research, Inc.
  21. Melissa Osborne & Herbert Gintis & Samuel Bowles, 2001. "The Determinants of Earnings: A Behavioral Approach," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1137-1176, December.
  22. James Heckman & Seong Hyeok Moon & Rodrigo Pinto & Peter Savelyev & Adam Yavitz, 2010. "Analyzing social experiments as implemented: evidence from the HighScope Perry Preschool Program," CeMMAP working papers CWP22/10, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  23. Peter Gottschalk, 2005. "Can work alter welfare recipients' beliefs?," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 24(3), pages 485-498.
  24. Carmit Segal, 2006. "Motivation, test scores and economic success," Economics Working Papers 1124, Department of Economics and Business, Universitat Pompeu Fabra, revised Oct 2008.
  25. Knudsen, Eric I. & Heckman, James J. & Cameron, Judy L. & Shonkoff, Jack P., 2006. "Economic, Neurobiological and Behavioral Perspectives on Building America's Future Workforce," IZA Discussion Papers 2190, Institute for the Study of Labor (IZA).
  26. Allen Ruby & Emily Doolittle (IES) & Karen Needels & John A. Burghardt & Laura M. Kalb & Heather Koball & Peter Z. Schochet & Victor Battistich, 2010. "Efficacy of Schoolwide Programs to Promote Social and Character Development and Reduce Problem Behavior in Elementary School Children," Mathematica Policy Research Reports 6808, Mathematica Policy Research.
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Blog mentions

As found by EconAcademics.org, the blog aggregator for Economics research:
  1. Hard Evidence on Soft Skills
    by Liam Delaney in Economics and Psychology Research on 2012-07-25 23:29:00
  2. Hard measurement of Soft Skills
    by ? in Development Impact on 2014-06-02 12:47:00
  3. "Many ways of being smart"
    by ? in Stumbling and Mumbling on 2014-07-19 10:09:00
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