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“强调-10”的探索性和验证性因素分析:肺动脉高压中与健康相关的生活质量测量指标

Exploratory and confirmatory factor analysis of emPHasis-10: The health-related quality-of-life measure in pulmonary hypertension.

作者信息

Rawlings Gregg H, Gaskell Chris, Beail Nigel, Thompson Andrew, Armstrong Iain

机构信息

Clinical and Applied Psychology Unit University of Sheffield Sheffield UK.

Department of Neuropsychology North Staffordshire Combined NHS Foundation Trust Stoke-on-Trent UK.

出版信息

Pulm Circ. 2024 May 12;14(2):e12378. doi: 10.1002/pul2.12378. eCollection 2024 Apr.

Abstract

The emPHasis-10 is a health-related quality of life (HRQoL) unidimensional measure developed specifically for adults with pulmonary hypertension. The tool has excellent psychometric properties and is well used in research and clinical settings. Its factor structure has not been examined, which may help to identity a complimentary approach to using the measure to examine patient functioning. We performed an exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) on a data set collected from 263 adults with PH recruited from a community setting. The EFA suggested the emPHasis-10 consists of three underlying latent variables, which based on the loading of items, were termed "fatigue" (Items 3, 4, and 5), "independence" (Items 7, 8, 9, and 10), and "breathlessness" (Items 1, 2, and 6). All factors were found to have good internal consistency. "Independence" accounted for most of the variance (29%), followed by "breathlessness" (22%) and "fatigue" (19%). The CFA looked to confirm the fit of a three-factor model. A higher-order model was found to be the best fit consisting of HRQoL as a superordinate factor, for which the association between this factor and the 10 items was mediated through the three latent factors. Further analyses were performed testing the validity of the latent variables revealing all were significantly correlated with self-reported measures of depression, anxiety, health-anxiety, and dyspnea. Our analyses support the emPHasis-10 as a measure of HRQoL, while also proposing the clinical utility of examining the three emergent factors, which could be used to glean additional insight into the respondent's functioning and inform care.

摘要

EmPHasis-10是一种专门为患有肺动脉高压的成年人开发的与健康相关的生活质量(HRQoL)单维度测量工具。该工具具有出色的心理测量特性,在研究和临床环境中得到广泛应用。其因子结构尚未得到检验,这可能有助于确定一种补充方法,以利用该测量工具来检查患者的功能。我们对从社区招募的263名成年肺动脉高压患者收集的数据集进行了探索性因子分析(EFA)和验证性因子分析(CFA)。EFA表明,EmPHasis-10由三个潜在变量组成,根据项目的负荷,分别称为“疲劳”(项目3、4和5)、“独立性”(项目7、8、9和10)和“呼吸急促”(项目1、2和6)。所有因子都具有良好的内部一致性。“独立性”占方差的大部分(29%),其次是“呼吸急促”(22%)和“疲劳”(19%)。CFA旨在确认三因子模型的拟合度。发现一个高阶模型是最佳拟合,其中HRQoL作为一个上级因子,该因子与10个项目之间的关联通过三个潜在因子介导。进一步的分析测试了潜在变量的有效性,结果显示所有变量均与自我报告的抑郁、焦虑、健康焦虑和呼吸困难测量值显著相关。我们的分析支持将EmPHasis-10作为HRQoL的一种测量工具,同时也提出了检查这三个新出现因子的临床效用,这可用于深入了解受访者的功能并为护理提供信息。

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