Unpacking the Temporal Dynamics of Physical Activity and Loneliness: A One-Year Interval Analysis

孤独 收入动态的小组研究 心理学 体力活动 特质 区间(图论) 发展心理学 社会心理学 医学 数学 统计 计算机科学 物理医学与康复 组合数学 程序设计语言
作者
Daniel Groß,Jasmin Haffa
出处
期刊:American Journal of Epidemiology [Oxford University Press]
标识
DOI:10.1093/aje/kwaf077
摘要

Abstract This data-driven commentary expands on Surkalim et al. by analyzing the bidirectional relationship between physical activity and loneliness using 22 years of data from the Household, Income, and Labor Dynamics in Australia (HILDA) panel. Employing random intercept cross-lagged panel modeling (RI-CLPM) with annual intervals and a more nuanced measure of loneliness, our findings suggest significant within-person bidirectional effects: increases in physical activity were associated with reductions in loneliness one-year later. In contrast, higher loneliness predicted small declines in physical activity. Generally, the former effect was stronger, whereas both effects are rather small. However, they can build up to large effects over time. The significant negative between-person correlation between habitual PA and loneliness further supports the negative association at a general between-person trait level. Considering both the results of Surkalim et al. and the findings presented here highlights the crucial role of the time interval under examination. These findings suggest that promoting regular physical activity can be an effective strategy for reducing loneliness and that reducing loneliness has a positive effect on physical activity. Although both effects are generally small, their bidirectional nature suggests they may accumulate over time, reinforcing improvements in both health behavior and well-being.

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