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探索性因子分析(EFA)对短版功能性老年评估(SFGE)在评估社区居住老年人多维虚弱中的应用。

Exploratory Factor Analysis (EFA) of the Short Functional Geriatric Evaluation (SFGE) to Assess the Multidimensionality of Frailty in Community-Dwelling Older Adults.

机构信息

Department of Biomedicine and Prevention, University of Rome Tor Vergata, 00133 Rome, Italy.

"Long Live the Elderly!" Program, Community of Sant'Egidio, 00153 Rome, Italy.

出版信息

Int J Environ Res Public Health. 2023 Feb 25;20(5):4129. doi: 10.3390/ijerph20054129.

Abstract

The Short Functional Geriatric Evaluation (SFGE) is a multidimensional and short questionnaire to assess biopsychosocial frailty in older adults. This paper aims to clarify the latent factors of SFGE. Data were collected from January 2016 to December 2020 from 8800 community-dwelling older adults participating in the "Long Live the Elderly!" program. Social operators administered the questionnaire through phone calls. Exploratory factor analysis (EFA) was carried out to identify the quality of the structure of the SFGE. Principal component analysis was also performed. According to the SFGE score, 37.7% of our sample comprised robust, 24.0% prefrail, 29.3% frail, and 9.0% very frail individuals. Using the EFA, we identified three main factors: psychophysical frailty, the need for social and economic support, and the lack of social relationships. The Kaiser-Meyer-Olkin measure of sampling adequacy was 0.792, and Bartlett's test of sphericity had a statistically significant result (-value < 0.001). The three constructs that emerged explain the multidimensionality of biopsychosocial frailty. The SFGE score, 40% of which is social questions, underlines the crucial relevance of the social domain in determining the risk of adverse health outcomes in community-dwelling older adults.

摘要

简短功能型老年评估(SFGE)是一种多维的简短问卷,用于评估老年人的生物心理社会脆弱性。本文旨在阐明 SFGE 的潜在因素。数据来自于 2016 年 1 月至 2020 年 12 月间参与“老年人万岁!”计划的 8800 名社区居住的老年人。社会运营商通过电话来管理问卷。探索性因素分析(EFA)用于确定 SFGE 结构的质量。还进行了主成分分析。根据 SFGE 评分,我们的样本中 37.7%为健壮型,24.0%为虚弱前期型,29.3%为虚弱型,9.0%为非常虚弱型。通过 EFA,我们确定了三个主要因素:心理生理脆弱性、社会和经济支持需求以及缺乏社会关系。抽样充分性的 Kaiser-Meyer-Olkin 度量为 0.792,Bartlett 球形检验的结果具有统计学意义(-值 < 0.001)。这三个出现的结构解释了生物心理社会脆弱性的多维性。SFGE 评分中 40%是社会问题,强调了社会领域在确定社区居住的老年人不良健康结果风险方面的关键重要性。

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