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

M. P. Espinosa, Javier Gardeazabal
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引用次数: 27

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.
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学生在多项选择题中表现理性吗?现场实验的证据
选择题考试的一个缺点是学生有猜测的动机。为了阻止猜测,通常会使用计分规则来惩罚错误的答案或奖励遗漏的答案。在心理测量学中,惩罚和奖励评分规则被认为是等同的。然而,实验证据表明,在惩罚或奖励评分规则下,学生的表现有所不同。这些差异归因于不同的框架(惩罚与奖励)。在本文中,我们将学生在多项选择测验中的行为建模为彩票中的选择。我们证明了奖惩评分规则之间的策略等价只在风险中立的情况下成立。因此,风险厌恶可能是先前发现的学生面对奖惩评分规则时行为差异的另一种解释。我们建议使用修改后的惩罚评分规则,这相当于奖励规则,无论学生可能有什么样的风险态度。为了理清框架和风险厌恶对学生行为的影响,我们设计了一个有三种处理方法的现场实验,每种处理方法都有不同的评分规则。其中两个计分规则是等价的,但框架不同,而第三个计分规则是不等价的,但框架与另外两个中的一个相同。实验结果表明,学生行为的差异是由于风险厌恶而不是由于不同的框架。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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