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Do Students Behave Rationally in Multiple Choice Tests? Evidence from a Field Experiment

Author

Listed:
  • María Paz Espinosa

    (Departamento de Fundamentos del Análisis Económico II, University of the Basque Country, (UPV/EHU), Spain)

  • Javier Gardeazabal

    (Departamento de Fundamentos del Análisis Económico II, University of the Basque Country, (UPV/EHU), Spain)

Abstract

A disadvantage of multiple choice tests is that students have incentives to guess. To discourage guessing, it is common to use scoring rules that either penalize wrong answers or reward omissions. In psychometrics, penalty and reward scoring rules are considered equivalent. However, experimental evidence indicates that students behave differently under penalty or reward scoring rules. These differences have been attributed to the different framing (penalty versus reward). In this paper, we model students’ behavior in multiple choice tests as a choice among lotteries. We show that strategic equivalence among penalty and reward scoring rules holds only under risk neutrality. Therefore, risk aversion could be an alternative explanation to the previously found differences in students’ behavior when confronted with penalty and reward scoring rules. We suggest the use of a modified penalty scoring rule which is equivalent to the reward rule for whatever risk attitudes students might have. To disentangle the effect of framing and risk aversion on students’behavior we design a field experiment with three treatments, each one with a different scoring rule. Two of these scoring rules are equivalent but have different framing, while the third is not equivalent but has the same framing as one of the other two. The experimental results indicate that differences in students’ behavior are due to risk aversion and not due to different framing.

Suggested Citation

  • María Paz Espinosa & Javier Gardeazabal, 2013. "Do Students Behave Rationally in Multiple Choice Tests? Evidence from a Field Experiment," Journal of Economics and Management, College of Business, Feng Chia University, Taiwan, vol. 9(2), pages 107-135, July.
  • Handle: RePEc:jec:journl:v:9:y:2013:i:2:p:107-135
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    References listed on IDEAS

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    Cited by:

    1. Pelin Akyol & James Key & Kala Krishna, 2022. "Hit or Miss? Test Taking Behavior in Multiple Choice Exams," Annals of Economics and Statistics, GENES, issue 147, pages 3-50.
    2. Butler, Matthew J. & Cardon, James H. & Showalter, Mark H., 2017. "To choose or not to choose: An experiment in hedging strategies and risk preferences," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 67(C), pages 14-19.
    3. Zapechelnyuk, Andriy, 2015. "An axiomatization of multiple-choice test scoring," Economics Letters, Elsevier, vol. 132(C), pages 24-27.
    4. ,, 2008. "Risk taking and gender in hierarchies," Theoretical Economics, Econometric Society, vol. 3(4), December.
    5. Montolio, Daniel & Taberner, Pere A., 2021. "Gender differences under test pressure and their impact on academic performance: A quasi-experimental design," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 1065-1090.
    6. Espinosa Maria Paz & Gardeazabal Javier, 2020. "The Gender-bias Effect of Test Scoring and Framing: A Concern for Personnel Selection and College Admission," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 20(3), pages 1-23, July.
    7. Nagore Iriberri & Pedro Rey-Biel, 2019. "Competitive Pressure Widens the Gender Gap in Performance: Evidence from a Two-stage Competition in Mathematics," The Economic Journal, Royal Economic Society, vol. 129(620), pages 1863-1893.
    8. Pau Balart & Lara Ezquerra & Iñigo Hernandez-Arenaz, 2022. "Framing effects on risk-taking behavior: evidence from a field experiment in multiple-choice tests," Experimental Economics, Springer;Economic Science Association, vol. 25(4), pages 1268-1297, September.
    9. J. Ignacio Conde-Ruiz & Juan José Ganuza & Manuel García, 2020. "Gender Gap and Multiple Choice Exams in Public Selection Processes," Hacienda Pública Española / Review of Public Economics, IEF, vol. 235(4), pages 11-28, December.
    10. Saygin, Perihan O. & Atwater, Ann, 2021. "Gender differences in leaving questions blank on high-stakes standardized tests," Economics of Education Review, Elsevier, vol. 84(C).
    11. David Budescu & Yuanchao Bo, 2015. "Analyzing Test-Taking Behavior: Decision Theory Meets Psychometric Theory," Psychometrika, Springer;The Psychometric Society, vol. 80(4), pages 1105-1122, December.
    12. Riener, Gerhard & Wagner, Valentin, 2017. "Shying away from demanding tasks? Experimental evidence on gender differences in answering multiple-choice questions," Economics of Education Review, Elsevier, vol. 59(C), pages 43-62.
    13. Iriberri, Nagore & Rey-Biel, Pedro, 2021. "Brave boys and play-it-safe girls: Gender differences in willingness to guess in a large scale natural field experiment," European Economic Review, Elsevier, vol. 131(C).

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    More about this item

    Keywords

    scoring rules; risk aversion; field experiment;
    All these keywords.

    JEL classification:

    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
    • D03 - Microeconomics - - General - - - Behavioral Microeconomics: Underlying Principles
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty

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