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Sensitivity of self-reported noncognitive skills to survey administration conditions

Author

Listed:
  • Yuanyuan Chen

    (Institute for Advanced Research, Key Laboratory of Mathematical Economics of Ministry of Education, Shanghai University of Finance and Economics, Shanghai 200433, China)

  • Shuaizhang Feng

    (Institute for Economic and Social Research, Jinan University, Guangzhou 510632, China)

  • James J. Heckman

    (Department of Economics, The University of Chicago, Chicago, IL 60637; The American Bar Foundation, Chicago, IL 60611)

  • Tim Kautz

    (Mathematica, Inc., Princeton, NJ 08540)

Abstract

Noncognitive skills (e.g., persistence and self-control) are typically measured using self-reported questionnaires in which respondents rate their own skills. In many applications—including program evaluation and school accountability systems—such reports are assumed to measure only the skill of interest. However, self-reports might also capture other dimensions aside from the skill, such as aspects of a respondent’s situation, which could include incentives and the conditions in which they complete the questionnaire. To explore this possibility, this study conducted 2 experiments to estimate the extent to which survey administration conditions can affect student responses on noncognitive skill questionnaires. The first experiment tested whether providing information about the importance of noncognitive skills to students directly affects their responses, and the second experiment tested whether incentives tied to performance on another task indirectly affect responses. Both experiments suggest that self-reports of noncognitive skills are sensitive to survey conditions. The effects of the conditions are relatively large compared with those found in the program evaluation literature, ranging from 0.05 to 0.11 SDs. These findings suggest that the effects of interventions or other social policies on self-reported noncognitive skills should be interpreted with caution.

Suggested Citation

  • Yuanyuan Chen & Shuaizhang Feng & James J. Heckman & Tim Kautz, 2020. "Sensitivity of self-reported noncognitive skills to survey administration conditions," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 117(2), pages 931-935, January.
  • Handle: RePEc:nas:journl:v:117:y:2020:p:931-935
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    Cited by:

    1. James J. Heckman & Tomáš Jagelka & Timothy D. Kautz, 2019. "Some Contributions of Economics to the Study of Personality," NBER Working Papers 26459, National Bureau of Economic Research, Inc.
    2. Armin Falk & Thomas Neuber & Philipp Strack, 2021. "Limited Self-Knowledge and Survey Response Behavior," CESifo Working Paper Series 9179, CESifo.
    3. Mst Asma Khatun & Shibly Shahrier & Koji Kotani, 2020. "Cooperation and cognition gaps for salinity: A field experiment of information provision," Working Papers SDES-2020-4, Kochi University of Technology, School of Economics and Management, revised Jun 2020.
    4. Mostafa Shahen & Koji Kotani & Tatsuyoshi Saijo, 2020. "Does perspective-taking promote intergenerational sustainability?," Working Papers SDES-2020-12, Kochi University of Technology, School of Economics and Management, revised Sep 2020.
    5. Ahn, Taehyun & Goh, Young-Geun, 2021. "The long-term influences of ability mixing on soft skills," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 367-386.
    6. Carlos Arias & Javier Valbuena & Jose Manuel Garcia, 2021. "The Impact of Secondary Education Choices on Mathematical Performance in University: The Role of Non-Cognitive Skills," Mathematics, MDPI, vol. 9(21), pages 1-16, October.
    7. Zhang, Yi & He, Jia, 2023. "Measuring non-cognitive skills exploiting log-files on online behaviour," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 103(C).
    8. Nguyen, Ha Trong & Brinkman, Sally & Le, Huong Thu & Zubrick, Stephen R. & Mitrou, Francis, 2022. "Gender differences in time allocation contribute to differences in developmental outcomes in children and adolescents," Economics of Education Review, Elsevier, vol. 89(C).
    9. Marcenaro-Gutierrez, O.D. & Lopez-Agudo, L.A. & Henriques, C.O., 2021. "Are soft skills conditioned by conflicting factors? A multiobjective programming approach to explore the trade-offs," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 18-40.
    10. Mostafa Shahen & Koji Kotani & Tatsuyoshi Saijo, 2020. "How do individuals behave in the intergenerational sustainability dilemma? A strategy method experiment," Working Papers SDES-2020-1, Kochi University of Technology, School of Economics and Management, revised May 2020.

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