Annals of Economics and Statistics · 2022 · 11 citations · 9 references
EducationEducational PsychologyPsychologyAssessment FairnessIndividual DifferencesRisk PerceptionFairness In TestingMeasurement PrecisionRisk AversionRisk PreferencesRisk ToleranceTest FairnessAccuracyChoice TestsFairness In Educational TestingFairness In High-stakes TestingFairness In Risk ScoringForced-choice ScoringGender Fairness In AssessmentMultiple-choice Examinations
We model and estimate the decision to answer questions in multiple choice tests with negative marking.Our focus is on the trade-off between precision and fairness.Negative marking reduces guessing, thereby increasing accuracy considerably.However, it reduces the expected score of the more risk averse, discriminating against them.Using data from the Turkish University Entrance Exam, we find that students' attitudes towards risk differ according to their gender and ability.Women and those with high ability are significantly more risk averse: nevertheless, the impact on scores of such differences is small, making a case for negative marking.
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