论文标题

FCI中的认知反射测试和两极分化的力识别问题

Cognitive Reflection Test and the Polarizing Force-Identification Questions in the FCI

论文作者

Alinea, Allan L.

论文摘要

FCI中的一组两极分化力识别(PFI)问题由六个项目组成,基本上仅提出一个问题:作用于给定身体的一组力。尽管听起来很琐碎,但这些问题是FCI中最具挑战性的问题之一。在涉及163名学生的这项工作中,我们研究了PFI问题的学生表现与认知反射测试之间的相关性。我们发现,对于整个FCI和PFI问题中的两个分数,Pearson系数在95 \%置信区间的值范围表明,认知反射可能是FCI学生表现的促成因素之一。这与高水平的认知反射可能有助于消除FCI中看似有效的选择(误解)的想法是一致的,这些选择(误解)是由日常经验或“常识”而言直观但误导性的。无论是从系统1还是在阅读物理问题后,都可以在双重过程理论中激活系统2的能力,都可能有助于缩小给定物理问题中的一系列前瞻性有效答案。认知反射的互补是与对物理学有深刻理解的其他因素,这些物理学有望在一组物理问题的难度下变得更加明显。鉴于两个具有相同认知反射水平的学生,对物理学有更深入了解的学生更有可能获得正确的答案。在我们的分析中,对于整个FCI,将PFI问题集的相关系数范围降低了。这可能归因于后者的更具挑战性的性质,而与前者的其余问题相比。

The set of polarizing force-identification (PFI) questions in the FCI consists of six items all basically asking only one question: the set of forces acting on a given body. Although it may sound trivial, these questions are among the most challenging in the FCI. In this work involving 163 students, we investigate the correlation between student performance on the set of PFI questions and the Cognitive Reflection Test. We find that for both scores in the FCI as a whole and in the PFI questions, the range of values of the Pearson coefficient at 95\% confidence interval, is suggestive that cognitive reflection may be one of the contributing factors in the student performance in the FCI. This is consistent with the idea that high level of cognitive reflection may help in eliminating seemingly valid choices (misconceptions) in the FCI that are intuitive from everyday experience or "common sense" but otherwise misleading. The ability to activate System 2 in Dual Process Theory, whether from System 1 or right after reading a physics problem, may contribute in narrowing down the set of prospective valid answers in a given physics problem. Complementary to cognitive reflection are other factors associated with deep understanding of physics whose effects are expected to become more evident with the level of difficulty of a set of physics problems. Given two students with the same level of cognitive reflection, the one with deeper understanding of physics is more likely to get the correct answer. In our analysis, the range of correlation coefficient for the set of PFI questions is downshifted with respect to that for the FCI as a whole. This may be attributed to the more challenging nature of the latter compared to a significant fraction of the remaining questions in the former.

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