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注意力与智力的个体差异:一种统一的认知/心理测量方法。

Individual Differences in Attention and Intelligence: A United Cognitive/Psychometric Approach.

作者信息

Conway Andrew R A, Kovacs Kristof, Hao Han, Rosales Kevin P, Snijder Jean-Paul

机构信息

Division of Behavioral & Organizational Sciences, Claremont Graduate University, Claremont, CA 91711, USA.

Institute of Psychology, ELTE Eotvos Lorand University, 1075 Budapest, Hungary.

出版信息

J Intell. 2021 Jul 2;9(3):34. doi: 10.3390/jintelligence9030034.

Abstract

Process overlap theory (POT) is a new theoretical framework designed to account for the general factor of intelligence (). According to POT, does not reflect a general cognitive ability. Instead, is the result of multiple domain-general executive attention processes and multiple domain-specific processes that are sampled in an overlapping manner across a battery of intelligence tests. POT explains several benchmark findings on human intelligence. However, the precise nature of the executive attention processes underlying remains unclear. In the current paper, we discuss challenges associated with building a theory of individual differences in attention and intelligence. We argue that the conflation of psychological theories and statistical models, as well as problematic inferences based on latent variables, impedes research progress and prevents theory building. Two studies designed to illustrate the unique features of POT relative to previous approaches are presented. In Study 1, a simulation is presented to illustrate precisely how POT accounts for the relationship between executive attention processes and . In Study 2, three datasets from previous studies are reanalyzed ( = 243, = 234, = 945) and reveal a discrepancy between the POT simulated model and the unity/diversity model of executive function. We suggest that this discrepancy is largely due to methodological problems in previous studies but also reflects different goals of research on individual differences in attention. The unity/diversity model is designed to facilitate research on executive function and dysfunction associated with cognitive and neural development and disease. POT is uniquely suited to guide and facilitate research on individual differences in cognitive ability and the investigation of executive attention processes underlying .

摘要

加工重叠理论(POT)是一个旨在解释智力一般因素的新理论框架。根据加工重叠理论,(此处原文缺失相关内容)并不反映一种一般认知能力。相反,它是多个领域通用的执行性注意过程和多个领域特定过程以重叠方式在一系列智力测验中被抽样的结果。加工重叠理论解释了关于人类智力的几个基准研究结果。然而,其背后执行性注意过程的确切性质仍不清楚。在当前论文中,我们讨论了构建注意和智力个体差异理论所面临的挑战。我们认为心理理论与统计模型的混淆,以及基于潜在变量的有问题的推断,阻碍了研究进展并妨碍了理论构建。本文呈现了两项旨在阐明加工重叠理论相对于先前方法独特特征的研究。在研究1中,给出了一个模拟,以精确说明加工重叠理论如何解释执行性注意过程与(此处原文缺失相关内容)之间的关系。在研究2中,重新分析了先前研究的三个数据集(样本量分别为 = 243、 = 234、 = 945),结果显示加工重叠理论模拟模型与执行功能的统一/多样性模型之间存在差异。我们认为这种差异很大程度上是由于先前研究中的方法问题,但也反映了注意个体差异研究的不同目标。统一/多样性模型旨在促进与认知和神经发育及疾病相关的执行功能及其功能障碍的研究。加工重叠理论特别适合指导和促进认知能力个体差异的研究以及其背后执行性注意过程的研究。

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