首页> 美国卫生研究院文献>International Journal of Environmental Research and Public Health >Multiple Linear Regression-Structural Equation Modeling Based Development of the Integrated Model of Perceived Neighborhood Environment and Quality of Life of Community-Dwelling Older Adults: A Cross-Sectional Study in Nanjing China
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Multiple Linear Regression-Structural Equation Modeling Based Development of the Integrated Model of Perceived Neighborhood Environment and Quality of Life of Community-Dwelling Older Adults: A Cross-Sectional Study in Nanjing China

机译:基于多元线性回归结构方程模型的邻里环境感知和居住社区老年人生活质量综合模型的发展:中国南京的横断面研究

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摘要

Due to the poor functioning in daily living activities, community-dwelling older adults spend more time in their neighborhood environment. The perceived neighborhood environment is crucial to their quality of life (QoL). To explore the complex influences of perceived neighborhood environment on QoL, a questionnaire was designed to measure their perception of each factor of neighborhood environment and each domain of QoL. Based on collected data, the reliability test was applied to revise the questionnaire. Multiple linear regression (MLR) and structural equation modeling (SEM) were adopted to hypothesize and test the integrated model for community-dwelling older adults. The results show that community-dwelling older adults’ perceptions of neighbor support, facilities related to physical exercise and recreation, and accessibility to facilities impact their overall QoL with diverse coefficients of 0.437, 0.312, and 0.295, respectively; neighbor support (0.207) on physical health; sidewalk condition (0.134), natural environment (0.260), and facilities related to daily life (0.165) on psychological health; and neighbor support (0.298), facilities related to daily life (0.206), and design-related safety (0.225) on social relationship. This revealed that perceptions of neighborhood environment have diverse impacts on their QoL. This study can provide targeted retrofit strategies for communities to enhance QoL of community-dwelling older adults efficiently.
机译:由于日常生活活动功能差,居住社区的老年人在邻里环境中花费更多的时间。感知的邻里环境对其生活质量(QoL)至关重要。为了探讨感知到的邻里环境对QoL的复杂影响,设计了一个问卷来测量他们对邻里环境的每个因素和QoL的每个域的感知。基于收集的数据,应用可靠性测试对问卷进行修订。采用多元线性回归(MLR)和结构方程模型(SEM)来假设和测试社区居住老年人的集成模型。结果表明,社区居住的老年人对邻居支持,与体育锻炼和娱乐相关的设施以及设施可及性的看法会影响他们的总体生活质量,其系数分别为0.437、0.312和0.295。身体健康的邻居支持(0.207);人行道状况(0.134),自然环境(0.260)以及与日常生活有关的心理健康设施(0.165);以及邻居支持(0.298),与日常生活相关的设施(0.206)和与设计有关的社会关系安全(0.225)。这表明邻里环境的感知对其生活质量有不同的影响。这项研究可以为社区提供针对性的改造策略,以有效提高社区居住的老年人的生活质量。

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