Bruckmaier Georg, Krauss Stefan, Binder Karin, Hilbert Sven, Brunner Martin
School of Education, Institute of Secondary Education, University of Applied Sciences and Arts Northwestern Switzerland, Windisch, Switzerland.
Mathematics Education, Faculty of Mathematics, University of Regensburg, Regensburg, Germany.
Front Psychol. 2021 Apr 12;12:584689. doi: 10.3389/fpsyg.2021.584689. eCollection 2021.
In the present paper we empirically investigate the psychometric properties of some of the most famous statistical and logical cognitive illusions from the "heuristics and biases" research program by Daniel Kahneman and Amos Tversky, who nearly 50 years ago introduced fascinating brain teasers such as the famous Linda problem, the Wason card selection task, and so-called Bayesian reasoning problems (e.g., the mammography task). In the meantime, a great number of articles has been published that empirically examine single cognitive illusions, theoretically explaining people's faulty thinking, or proposing and experimentally implementing measures to foster insight and to make these problems accessible to the human mind. Yet these problems have thus far usually been empirically analyzed on an individual-item level only (e.g., by experimentally comparing participants' performance on various versions of one of these problems). In this paper, by contrast, we examine these illusions as a group and look at the ability to solve them as a psychological construct. Based on an sample of = 2,643 Luxembourgian school students of age 16-18 we investigate the internal psychometric structure of these illusions (i.e., Are they substantially correlated? Do they form a reflexive or a formative construct?), their connection to related constructs (e.g., Are they distinguishable from intelligence or mathematical competence in a confirmatory factor analysis?), and the question of which of a person's abilities can predict the correct solution of these brain teasers (by means of a regression analysis).
在本文中,我们通过实证研究了丹尼尔·卡尼曼(Daniel Kahneman)和阿莫斯·特沃斯基(Amos Tversky)的“启发式与偏差”研究项目中一些最著名的统计和逻辑认知错觉的心理测量特性。近50年前,他们提出了一些引人入胜的脑筋急转弯问题,比如著名的琳达问题、沃森卡片选择任务以及所谓的贝叶斯推理问题(例如乳房X光检查任务)。与此同时,已经发表了大量文章,这些文章实证检验单个认知错觉,从理论上解释人们的错误思维,或者提出并通过实验实施促进洞察力的措施,以使这些问题能够被人们理解。然而,到目前为止,这些问题通常仅在单个项目层面上进行实证分析(例如,通过实验比较参与者在这些问题的不同版本上的表现)。相比之下,在本文中,我们将这些错觉作为一个整体进行研究,并将解决这些错觉的能力视为一种心理结构。基于一个由2643名年龄在16至18岁的卢森堡中学生组成的样本,我们研究了这些错觉的内部心理测量结构(即它们是否高度相关?它们构成一个反映性还是构成性结构?),它们与相关结构的联系(例如,在验证性因素分析中,它们是否与智力或数学能力可区分?),以及一个人的哪些能力能够预测这些脑筋急转弯问题的正确答案(通过回归分析)。