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Cognitive misers on the web: An online-experiment of incentives, cheating, and cognitive reflection

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  • Ludwig, Jonas
  • Achtziger, Anja

Abstract

The Cognitive Reflection Test (CRT) has become one of the most widely used psychological tests in decision research. It also acquired considerable fame in the news, social media, and classrooms around the globe. Given its popularity, it comes as no surprise that correct answers on the CRT questions can be easily found online. How does the availability of information about the test influence its validity as a measure of cognitive reflection, particularly, if it is deployed in an online study? We present evidence that participants searched for answers on the internet. We compared two CRT versions. The crucial difference was that correct responses could be easily found online for the standard CRT, but not its modified variant. In addition, we examined if performance-based payment affected test performance and participants’ propensity to cheat. The latter was operationalized as the online search for correct answers on the CRT questions. Our results suggested that cheating occurred during the experiment, and that doing so improved performance if correct responses were easily found on the web. When the CRT items were re-phrased so that they could not be found online, performance was not improved by incentives. Hence, incentives boosted cheating rather than cognitive reflection.

Suggested Citation

  • Ludwig, Jonas & Achtziger, Anja, 2021. "Cognitive misers on the web: An online-experiment of incentives, cheating, and cognitive reflection," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 94(C).
  • Handle: RePEc:eee:soceco:v:94:y:2021:i:c:s2214804321000719
    DOI: 10.1016/j.socec.2021.101731
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    References listed on IDEAS

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    1. Oechssler, Jörg & Roider, Andreas & Schmitz, Patrick W., 2009. "Cognitive abilities and behavioral biases," Journal of Economic Behavior & Organization, Elsevier, vol. 72(1), pages 147-152, October.
    2. Urs Fischbacher & Franziska Föllmi-Heusi, 2013. "Lies In Disguise—An Experimental Study On Cheating," Journal of the European Economic Association, European Economic Association, vol. 11(3), pages 525-547, June.
    3. repec:cup:judgdm:v:13:y:2018:i:3:p:260-267 is not listed on IDEAS
    4. Brañas-Garza, Pablo & Kujal, Praveen & Lenkei, Balint, 2019. "Cognitive reflection test: Whom, how, when," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 82(C).
    5. Camerer, Colin F & Hogarth, Robin M, 1999. "The Effects of Financial Incentives in Experiments: A Review and Capital-Labor-Production Framework," Journal of Risk and Uncertainty, Springer, vol. 19(1-3), pages 7-42, December.
    6. Shane Frederick, 2005. "Cognitive Reflection and Decision Making," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 25-42, Fall.
    7. Uri Gneezy, 2005. "Deception: The Role of Consequences," American Economic Review, American Economic Association, vol. 95(1), pages 384-394, March.
    8. Hoppe, Eva I. & Kusterer, David J., 2011. "Behavioral biases and cognitive reflection," Economics Letters, Elsevier, vol. 110(2), pages 97-100, February.
    9. repec:cup:judgdm:v:13:y:2018:i:3:p:246-259 is not listed on IDEAS
    10. Kajackaite, Agne & Gneezy, Uri, 2017. "Incentives and cheating," Games and Economic Behavior, Elsevier, vol. 102(C), pages 433-444.
    11. Angela Fagerlin & Brian J. Zikmund-Fisher & Peter A. Ubel & Aleksandra Jankovic & Holly A. Derry & Dylan M. Smith, 2007. "Measuring Numeracy without a Math Test: Development of the Subjective Numeracy Scale," Medical Decision Making, , vol. 27(5), pages 672-680, September.
    12. Anja Achtziger & Carlos Alós-Ferrer, 2014. "Fast or Rational? A Response-Times Study of Bayesian Updating," Management Science, INFORMS, vol. 60(4), pages 923-938, April.
    13. repec:cup:judgdm:v:11:y:2016:i:1:p:99-113 is not listed on IDEAS
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