Arithmetic is not arithmetic: Paradigm matters for arithmetic effects.

IF 2.8 1区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL Cognition Pub Date : 2025-03-01 Epub Date: 2025-01-10 DOI:10.1016/j.cognition.2024.106060
Xinru Yao, Christina Artemenko, Yunfeng He, Hans-Christoph Nuerk
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Abstract

Research on arithmetic uses different experimental paradigms. So far, it is unclear whether these different paradigms lead to the same effects or comparable effect sizes. Therefore, this study explores how different experimental paradigms influence mental arithmetic performance, focusing on understanding the potential differences and similarities in cognitive processes between paradigms. Six paradigms were systematically compared: decision paradigms (verification, forced-choice, delayed forced-choice) and production paradigms (written production, verbal-keyboard production, and simple verbal production). The results show consistent arithmetic effects related to operation (addition vs. subtraction) and task difficulty (with or without carry/borrow) across all paradigms, particularly in reaction time measures. However, accuracy varied between paradigms, with verbal-keyboard production and simple verbal production paradigms showing higher effect sizes for accuracy measures. These findings underscore the importance of considering each paradigm's specific demands and characteristics in arithmetic research, suggesting that paradigm selection can influence the observed outcomes. Our study provides critical methodological insights that can guide future research in the design and interpretation of arithmetic tasks, enhancing the reliability and ecological validity of findings in numerical cognition.

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算术不是算术:范式对算术效果很重要。
算术研究使用不同的实验范式。到目前为止,尚不清楚这些不同的范式是否会导致相同的效果或可比较的效果大小。因此,本研究探讨了不同实验范式对心算成绩的影响,重点了解不同实验范式之间认知过程的潜在异同。系统地比较了六种范式:决策范式(验证、强迫选择、延迟强迫选择)和生产范式(书面生产、口头键盘生产和简单口头生产)。结果表明,在所有范式中,特别是在反应时间测量中,与运算(加减法)和任务难度(有或没有进位/借位)相关的算术效果是一致的。然而,准确性在范式之间存在差异,词汇键盘生成范式和简单词汇生成范式对准确性测量显示出更高的效应值。这些发现强调了在算术研究中考虑每个范式的具体要求和特征的重要性,表明范式选择可以影响观察结果。我们的研究提供了关键的方法论见解,可以指导未来的研究在算术任务的设计和解释,提高可靠性和生态效度的研究结果在数字认知。
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来源期刊
Cognition
Cognition PSYCHOLOGY, EXPERIMENTAL-
CiteScore
6.40
自引率
5.90%
发文量
283
期刊介绍: Cognition is an international journal that publishes theoretical and experimental papers on the study of the mind. It covers a wide variety of subjects concerning all the different aspects of cognition, ranging from biological and experimental studies to formal analysis. Contributions from the fields of psychology, neuroscience, linguistics, computer science, mathematics, ethology and philosophy are welcome in this journal provided that they have some bearing on the functioning of the mind. In addition, the journal serves as a forum for discussion of social and political aspects of cognitive science.
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