Collins Sam, Hoare Erin, Allender Steven, Olive Lisa, Leech Rebecca M, Winpenny Eleanor M, Jacka Felice, Lotfalian Mojtaba
Deakin University, The Institute for Mental and Physical Health and Clinical Translation (IMPACT), Food & Mood Centre, School of Medicine, Barwon Health, Australia.
Deakin University, The Institute for Mental and Physical Health and Clinical Translation (IMPACT), Food & Mood Centre, School of Medicine, Barwon Health, Australia.
J Affect Disord. 2023 Apr 14;327:244-253. doi: 10.1016/j.jad.2023.02.010. Epub 2023 Feb 6.
Little research has examined how lifestyle behaviours cluster together to contribute to mental health outcomes. The current study aimed to identify latent classes of emerging adult lifestyle behaviours (diet, physical activity, sedentary time, smoking, alcohol, cannabis, and other drug use) at age 20 years and their associations with depression, anxiety, and stress symptoms at age 22 and 27 years.
Participants were 616 emerging adults enrolled in the Raine Study. Lifestyle classes at baseline were identified using latent class analysis. Longitudinal associations between latent class membership and risk of depression, anxiety, and stress symptoms were examined using logistic regression models.
Three lifestyle classes were identified: Class 1 (healthier pattern, n = 399 [64.8 %]), Class 2 (predominantly female, high substance-use, low physical activity pattern, n = 121 [19.6 %]), and Class 3 (predominantly male, high substance-use, poor diet pattern, n = 96 [15.6 %]). Following adjustment, Class 2 were at a higher risk of depression, anxiety, and stress symptoms at age 22 years, and a higher risk of anxiety and stress symptoms at age 27 years, compared to Class 1.
This study was limited by reliance on self-report data, lack of available indicators for parental socioeconomic status, and some measurement inconsistencies across variables. Adherence to lifestyle clusters over time was not assessed.
Latent classes of lifestyle behaviours were identified among emerging adults, and differences in mental health outcomes were found among the classes at two prospective time points. Future research and prevention strategies for common mental disorders should target emerging adults and focus on lifestyle patterns.
很少有研究探讨生活方式行为如何聚集在一起影响心理健康结果。本研究旨在确定20岁时新兴成年人生活方式行为(饮食、体育活动、久坐时间、吸烟、饮酒、吸食大麻及其他药物使用)的潜在类别,以及它们与22岁和27岁时抑郁、焦虑和压力症状的关联。
参与者为616名参与莱恩研究的新兴成年人。使用潜在类别分析确定基线时的生活方式类别。使用逻辑回归模型检验潜在类别成员与抑郁、焦虑和压力症状风险之间的纵向关联。
确定了三种生活方式类别:第1类(更健康模式,n = 399 [64.8%]),第2类(以女性为主,高物质使用、低体育活动模式,n = 121 [19.6%]),以及第3类(以男性为主,高物质使用、不良饮食模式,n = 96 [15.6%])。调整后,与第1类相比,第2类在22岁时出现抑郁、焦虑和压力症状的风险更高,在27岁时出现焦虑和压力症状的风险更高。
本研究的局限性在于依赖自我报告数据、缺乏父母社会经济地位的可用指标以及各变量之间存在一些测量不一致的情况。未评估生活方式类别随时间的持续性。
在新兴成年人中确定了生活方式行为的潜在类别,并且在两个前瞻性时间点发现不同类别之间的心理健康结果存在差异。未来针对常见精神障碍的研究和预防策略应针对新兴成年人,并关注生活方式模式。