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欧洲和北美的大体型青少年的体育活动、自评健康和生活满意度之间的相互作用:使用聚类二元混合效应逻辑模型进行分析

Interplay of physical activity, self-rated health, and life satisfaction among large-bodied adolescents in Europe and North America: analysis using clustered binary mixed effects logit modelling.

作者信息

Oduro Michael Safo, Fasola Eniola, Peprah Prince, Addo Isaac Yeboah

机构信息

Pfizer Research and Development, PSSM Data Sciences, Connecticut, USA.

Department of Applied Statistics and Research Methods, University of Northern Colorado, Greeley, CO, USA.

出版信息

BMC Public Health. 2025 Jul 12;25(1):2437. doi: 10.1186/s12889-025-23626-y.

Abstract

BACKGROUND

There is a dearth of studies focused on the impact of self-rated health on life satisfaction among large-bodied adolescents, as well as the moderating role of physical activity in this relationship. Large-bodied adolescents refers to young people (usually aged 10-19 years) whose body size falls within the overweight or obese range as defined by the World Health Organisation's Growth Reference, based on age- and sex-specific body mass index (BMI) percentiles. This study aimed to address the gap in research by examining the association between self-rated health and life satisfaction in a diverse sample of large-bodied adolescents from 39 countries and regions in Europe and North America. The moderating role of physical activity in the association was also examined.

METHODS

The study analysed data from the Health Behaviour in School-aged Children (HBSC) survey, involving a sample of 24,839 large-bodied adolescents. Three sequential binary mixed effects logit models were fitted: the first assessing self-rated health alone, the second adjusting for multiple covariates, and the third incorporating an interaction term between physical activity and self-rated health. The analysis was performed using R Software (v4.1.2), with significance determined at a level of 0.05.

RESULTS

The results show that adolescents who rated their health as "poor" were a little more than six times (AOR = 6.32, 95%CI: 5.30-7.54, p < 0.001) as likely to report lower life satisfaction compared to those who rated their health as "excellent". Those who rated their health as "good" had 1.71 times higher odds (AOR = 1.71, 95%CI: 1.44-2.04, p < 0.001) of reporting lower life satisfaction compared to those who rated their health as "excellent". The analysis further indicated that physical activity plays a partial moderating role in the relationship between self-rated health and life satisfaction. Participants who considered themselves "somewhat active" reported higher life satisfaction compared to their "inactive" peers (AOR = 0.58, p = 0.031, 95% CI: 0.36-0.95).

CONCLUSIONS

The study supports the hypothesis that poorer self-rated health is associated with lower life satisfaction among large-bodied adolescents. It further suggests that increased physical activity can 'partly' buffer the negative effects of poor self-rated health on life satisfaction. These findings emphasise the importance of interventions promoting physical activity and positive self-care to improve general well-being in large-bodied adolescents.

摘要

背景

针对大体型青少年自评健康对生活满意度的影响,以及体育活动在这种关系中的调节作用,相关研究匮乏。大体型青少年是指身体尺寸处于世界卫生组织生长参考标准所定义的超重或肥胖范围的年轻人(通常年龄在10至19岁),该标准基于特定年龄和性别的体重指数(BMI)百分位数。本研究旨在通过调查来自欧洲和北美的39个国家和地区的多样化大体型青少年样本中自评健康与生活满意度之间的关联,来填补这一研究空白。同时,还研究了体育活动在这种关联中的调节作用。

方法

该研究分析了学龄儿童健康行为(HBSC)调查的数据,样本包括24839名大体型青少年。拟合了三个连续的二元混合效应逻辑模型:第一个仅评估自评健康,第二个对多个协变量进行调整,第三个纳入体育活动与自评健康之间的交互项。分析使用R软件(v4.1.2)进行,显著性水平设定为0.05。

结果

结果显示,与自评健康为“优秀”的青少年相比,自评健康为“差”的青少年报告较低生活满意度的可能性高出约6倍多(比值比[AOR]=6.32,95%置信区间[CI]:5.30 - 7.54,p< .001)。自评健康为“良好”的青少年报告较低生活满意度的几率比自评健康为“优秀”的青少年高1.71倍(AOR = 1.71,95%CI:1.44 - 2.04,p< .001)。分析还表明,体育活动在自评健康与生活满意度之间的关系中起部分调节作用。与“不活跃”的同龄人相比,认为自己“有些活跃”的参与者报告的生活满意度更高(AOR = 0.58,p = 0.031,95%CI:0.36 - 0.95)。

结论

该研究支持以下假设,即大体型青少年中较差的自评健康与较低的生活满意度相关。研究还进一步表明,增加体育活动可以“部分”缓冲自评健康状况不佳对生活满意度的负面影响。这些发现强调了促进体育活动和积极自我保健的干预措施对于提高大体型青少年总体幸福感的重要性。

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