Experimental evidence for rule learning as the underlying source of the item-position effect in reasoning ability measures

IF 9 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Learning and Individual Differences Pub Date : 2025-02-01 Epub Date: 2024-12-30 DOI:10.1016/j.lindif.2024.102622
Helene M. von Gugelberg , Karl Schweizer , Stefan J. Troche
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Abstract

For adequate description of reasoning test data, the consideration of the item-position effect (IPE) as a second latent variable in addition to reasoning ability is often required. The present study investigated the assumption that the learning of rules underlies the IPE. The factorial structure of two figural analogies tests was compared. 429 participants (age: 18–56 years) were randomly assigned to two conditions. In the continuous rule condition, the same rule had to be applied to all items and a typical IPE emerged. In the discontinuous rule condition, rules suddenly changed for the last items. This change led to the disruption of the IPE. A third latent variable was required to describe variance in the last items. Thus, the repetition of rules seems to be a precondition for a continuous IPE across test items. This is first evidence beyond correlations that individual differences in rule learning underlie the IPE.

Educational relevance

Reasoning tests are frequently used as an indicator of (general) intelligence and are valuable predictors of academic achievement. Our online experiment provides evidence for the notion that individual differences in reasoning tests are influenced by ad hoc rule learning during test taking that can be described as a latent variable and separated from the innate reasoning ability. These findings highlight the importance of not only looking at the overall performance but paying more attention to the dynamics of the test taking process itself.
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规则学习作为推理能力测量中项目位置效应的潜在来源的实验证据
为了充分描述推理测试数据,通常需要考虑项目位置效应(IPE)作为推理能力之外的第二个潜在变量。本研究调查了规则学习是IPE基础的假设。比较了两个图形类比检验的析因结构。429名参与者(年龄:18-56岁)被随机分配到两种情况。在连续规则条件下,必须对所有项目应用相同的规则,从而出现典型的IPE。在不连续规则条件下,最后一项的规则突然改变。这一变化导致了IPE的瓦解。需要第三个潜在变量来描述最后一个项目的方差。因此,规则的重复似乎是跨测试项进行连续IPE的先决条件。这是超越相关性的第一个证据,表明规则学习中的个体差异是IPE的基础。教育相关性推理测试经常被用作(一般)智力的指标,是学术成就的有价值的预测指标。我们的在线实验为推理测试中的个体差异受到测试过程中临时规则学习的影响这一概念提供了证据,这可以被描述为一个潜在变量,与先天推理能力分离。这些发现强调了不仅要看整体表现,还要更多地关注考试过程本身的动态的重要性。
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来源期刊
Learning and Individual Differences
Learning and Individual Differences PSYCHOLOGY, EDUCATIONAL-
CiteScore
6.60
自引率
2.80%
发文量
86
期刊介绍: Learning and Individual Differences is a research journal devoted to publishing articles of individual differences as they relate to learning within an educational context. The Journal focuses on original empirical studies of high theoretical and methodological rigor that that make a substantial scientific contribution. Learning and Individual Differences publishes original research. Manuscripts should be no longer than 7500 words of primary text (not including tables, figures, references).
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