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使用项目反应理论将自我感知认知功能问卷联系起来:主观认知衰退倡议。

Linking self-perceived cognitive functioning questionnaires using item response theory: The subjective cognitive decline initiative.

机构信息

Department of Psychology, Brooklyn College, City University of New York.

Department of Epidemiology and Data Science, Vrije Universiteit Amsterdam.

出版信息

Neuropsychology. 2023 May;37(4):463-499. doi: 10.1037/neu0000888.

Abstract

OBJECTIVE

Self-perceived cognitive functioning, considered highly relevant in the context of aging and dementia, is assessed in numerous ways-hindering the comparison of findings across studies and settings. Therefore, the present study aimed to link item-level self-report questionnaire data from international aging studies.

METHOD

We harmonized secondary data from 24 studies and 40 different questionnaires with item response theory (IRT) techniques using a graded response model with a Bayesian estimator. We compared item information curves to identify items with high measurement precision at different levels of the self-perceived cognitive functioning latent trait. Data from 53,030 neuropsychologically intact older adults were included, from 13 English language and 11 non-English (or mixed) language studies.

RESULTS

We successfully linked all questionnaires and demonstrated that a single-factor structure was reasonable for the latent trait. Items that made the greatest contribution to measurement precision (i.e., "top items") assessed general and specific memory problems and aspects of executive functioning, attention, language, calculation, and visuospatial skills. These top items originated from distinct questionnaires and varied in format, range, time frames, response options, and whether they captured ability and/or change.

CONCLUSIONS

This was the first study to calibrate self-perceived cognitive functioning data of geographically diverse older adults. The resulting item scores are on the same metric, facilitating joint or pooled analyses across international studies. Results may lead to the development of new self-perceived cognitive functioning questionnaires guided by psychometric properties, content, and other important features of items in our item bank. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

摘要

目的

在老龄化和痴呆症的背景下,自我感知认知功能被认为非常重要,但它的评估方式有很多种,这使得难以在不同的研究和环境中比较研究结果。因此,本研究旨在将来自国际老龄化研究的项目级自我报告问卷数据联系起来。

方法

我们使用分级反应模型和贝叶斯估计器,使用项目反应理论(IRT)技术对来自 24 项研究和 40 种不同问卷的二级数据进行协调。我们比较了项目信息曲线,以确定在自我感知认知功能潜在特质的不同水平上具有高测量精度的项目。共有来自 13 项英语语言和 11 项非英语(或混合)语言研究的 53030 名认知完整的老年人的数据被纳入研究。

结果

我们成功地链接了所有的问卷,并证明了潜在特质的单因素结构是合理的。对测量精度有最大贡献的项目(即“顶级项目”)评估了一般和特定的记忆问题以及执行功能、注意力、语言、计算和视空间技能的各个方面。这些顶级项目来自不同的问卷,在格式、范围、时间框架、应答选项以及是否捕捉能力和/或变化方面存在差异。

结论

这是第一项对来自不同地理区域的老年人群进行自我感知认知功能数据校准的研究。由此产生的项目分数在同一量表上,便于在国际研究中进行联合或汇总分析。研究结果可能会导致根据心理测量学特性、内容和我们的项目库中项目的其他重要特征来开发新的自我感知认知功能问卷。(PsycInfo 数据库记录(c)2023 APA,保留所有权利)。

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