预测中国居民与健康相关的生活质量:基于面板调查数据的潜类分析。

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS
ACS Applied Bio Materials Pub Date : 2024-10-25 eCollection Date: 2024-01-01 DOI:10.2147/RMHP.S475022
Qing-Lin Li, Xue-Jiao Liu, Shu-E Zhang, Chao-Yi Chen, Liang Zhang, Xiang Zhang
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引用次数: 0

摘要

目的:本研究旨在根据与健康相关的生活质量(HR-QoL)结果,识别中国居民的不同趋势,并分析导致这些趋势的人口特征:本研究使用中国湖北省居民(N = 1517)健康服务利用行为调查(2016 年 7 月至 12 月)获得的基线数据进行潜类分析。潜类用于对受访者不同趋势的 HR-QoL 进行分组。多项式逻辑回归分析用于确定影响趋势组中HR-QoL的人口统计学特征因素:结果:中国居民的 HR-QoL 最适合分为三类:HR-QoL 低类,呈下降趋势(5.5%);HR-QoL 中类,呈上升趋势(12.1%);HR-QoL 稳定类,呈上升趋势(82.4%)。与低等参与者相比,中等参与者更有可能没有慢性疾病,年龄在 45-64 岁之间,并且有工作。相反,城市参与者属于低等阶层的可能性更大。稳定阶级的参与者比低等阶级的参与者更有可能没有慢性疾病、年龄在 15-44 岁或 45-64 岁之间、有工作。相反,城市参与者属于低等阶层的可能性更高:结论:观察到三个潜在的 HR-QoL 趋势等级,它们表现出不同的特征。没有慢性疾病的居民、65 岁以下的居民和就业居民的 HR-QoL 优于其他阶层的人,而城市居民的 HR-QoL 则低于其他阶层的人。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Predicting Health-Related Quality of Life Among Chinese Residents: Latent Class Analysis Based on Panel Survey Data.

Purpose: This study aimed to identify distinct trends among Chinese residents based on their health-related quality of life (HR-QoL) outcomes and to analyze the demographic characteristics that contribute to these trends.

Materials and methods: The study conducted latent class analysis using baseline data obtained from a survey of health service utilization behaviors (from July to December 2016) among residents of Hubei Province, China (N = 1517). Latent classes were used to implement the HR-QoL grouping of different trends among the respondents. Multinomial logistic regression analysis was used to identify demographic characteristic factors affecting HR-QoL in the trend groups.

Results: A three-class model emerged as the most suitable grouping classification for HR-QoL among Chinese residents: the low HR-QoL class, exhibiting a downward trend (5.5%); the medium HR-QoL class, exhibiting an upward trend (12.1%); and the stable HR-QoL class, exhibiting high HR-QoL (82.4%). Participants in the medium class were more likely to be without chronic diseases, aged 45-64 years, and employed than those in the low class. Conversely, urban participants had a higher likelihood of belonging to the low class. Participants in the stable class were more likely to be without chronic diseases, aged 15-44 years or 45-64 years, and employed than those in the low class. Conversely, urban participants had a higher likelihood of belonging to the low class.

Conclusion: Three latent trend classes of HR-QoL were observed, which exhibited distinct characteristics. Residents without chronic diseases, residents under 65 years of age, and employed residents had better HR-QoL than individuals in other classes, while urban residents had poorer HR-QoL than individuals in other classes.

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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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