ArticleBMC public health2026
Social physical activity and sedentary behaviour as key determinants of humour expression and loneliness in older adults: a cross-sectional study using bayesian variable selection approach.
Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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Who cites it
1 citing paper in PubMed.
- Constructing a Bayesian neural network model for the cross-sectional classification of psychological distress among older adults: comprehensive analysis of humor styles, communication skills, and physical activity experiences.Frontiers in research metrics and analytics · 2026Article
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5 authors.
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Abstract
objectiveSocial isolation among older adults is a growing concern, partially owing to diminished social cognitive function. Physical activity can potentially enhance social cognitive function. This study focused on humour as an important facilitator of social interaction and examined how physical activity was associated with humour expression and loneliness.
methodsThis study included 5,212 Japanese older adults. We examined the associations between physical activity patterns (past and present exercise experiences, physical activity levels, sedentary behaviour), humour-related outcomes (humour styles and humour coping styles), and feelings of loneliness. All the measures were self-reported. We applied Bayesian sparse regression modelling and structural equation modelling (BSEM) to analyse these large sample datasets.
resultsBayesian sparse regression models revealed that past and present sport/exercise experience with friends were associated with positive humour expressions. In contrast, sedentary behaviour was associated with a lower overall propensity for humour expression. BSEM indicated that exercise experiences with friends was associated with reduced feelings of loneliness, partially mediated by the utilisation of positive humour expressions.
conclusionThese findings suggest the novel role of social physical activity in reducing loneliness among older adults through positive humour expression. Furthermore, reducing sedentary behaviours is important for maintaining humour expression.
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