Interplay of aging and practice in conflict processing: A big-data diffusion-model analysis.

IF 3.7 1区 心理学 Q1 GERONTOLOGY
Paul Kelber, Victor Mittelstädt, Rolf Ulrich
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Abstract

We are continually required to exercise cognitive control in order to separate relevant and irrelevant information. Previous studies have produced mixed results as to whether cognitive control declines across adulthood and improves with practice. Moreover, little is known about the influences of aging and practice on the automatic and controlled processes underlying performance in conflict situations. This calls for analyses of extensive data using process models for conflict tasks, akin to earlier drift-diffusion model analyses of performance in cognitive nonconflict tasks. Thus, to understand how aging and practice influence cognitive control at the process level, we analyzed a large-scale data set (1,800 participants aged 21-80 years completing 60 blocklike online games of an arrow-based Eriksen flanker task). At the coarse-grained level of mean response times, the congruency effect increased across adulthood and decreased with practice following an initial increase. The finer-grained distributional response time and error rate data were closely fitted by the diffusion model for conflict tasks, which captures the dynamic interplay of automatic and controlled processing. Best-fitting parameter values revealed multiple, partially counteracting influences of aging and practice: Aging across adulthood slowed down both controlled and automatic processing (besides slowing down nondecisional processes and increasing decision caution). By contrast, practice selectively speeded up controlled processing (besides speeding up nondecisional processes and decreasing decision caution). Taken together, these findings suggest that aging and practice primarily alter the speed of controlled (aging and practice) and automatic processing (aging), rather than causing inhibitory adjustments in the strength of automatic processing. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

冲突处理中老龄化与实践的相互作用:大数据扩散模型分析。
我们需要不断进行认知控制,以区分相关信息和无关信息。关于认知控制能力是否会随着成年而下降,以及是否会随着练习而提高,以往的研究结果不一。此外,人们对衰老和练习对冲突情况下自动和受控过程的影响知之甚少。这就需要使用冲突任务的过程模型对大量数据进行分析,类似于早先对认知非冲突任务的表现进行的漂移-扩散模型分析。因此,为了了解衰老和练习如何在过程水平上影响认知控制,我们分析了一个大规模的数据集(1800 名年龄在 21-80 岁之间的参与者完成了 60 个基于箭头的埃里克森侧翼任务的块状在线游戏)。在平均反应时间的粗粒度水平上,一致性效应在整个成年期都在增加,并在最初增加后随着练习而减少。冲突任务的扩散模型能够紧密拟合反应时间和错误率的细粒度分布数据,该模型捕捉了自动处理和受控处理的动态相互作用。最佳拟合参数值揭示了衰老和练习的多重、部分抵消影响:成年期的衰老会减慢受控处理和自动处理的速度(此外还会减慢非决策过程并增加决策的谨慎性)。与此相反,练习则有选择性地加速了控制处理过程(除了加速非决策过程和降低决策谨慎性之外)。综上所述,这些研究结果表明,衰老和练习主要改变了控制处理(衰老和练习)和自动处理(衰老)的速度,而不是导致自动处理强度的抑制性调整。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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来源期刊
CiteScore
6.40
自引率
10.80%
发文量
97
期刊介绍: Psychology and Aging publishes original articles on adult development and aging. Such original articles include reports of research that may be applied, biobehavioral, clinical, educational, experimental (laboratory, field, or naturalistic studies), methodological, or psychosocial. Although the emphasis is on original research investigations, occasional theoretical analyses of research issues, practical clinical problems, or policy may appear, as well as critical reviews of a content area in adult development and aging. Clinical case studies that have theoretical significance are also appropriate. Brief reports are acceptable with the author"s agreement not to submit a full report to another journal.
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