ArticleFrontiers in public health2026
Identifying sub-health symptom clusters among urban older adults: exploring associations with Tai Chi exercise and risk of falling.
Article in Frontiers in 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, 1 of them a synthesis that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
1 citing paper in PubMed, 1 synthesis or guideline pooled it.
- Effects of Tai Chi on functional performance and fall-related psychological outcomes in Parkinson's disease: a systematic review and meta-analysis.Frontiers in aging neuroscience · 2026Pooled it
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Authors and funding
3 authors.
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Abstract
Background: Sub-health status in urban older adults is multidimensional and heterogeneous, potentially influencing fall risk. This study identifies sub-health symptom clusters and explores how Tai Chi's benefits vary across these groups. Methods: From December 2025 to February 2026, 612 sub-healthy older adults in Beijing were analyzed. Latent Profile Analysis (LPA) identified symptom patterns. Differences in demographics and fall risk indicators (fall rate and ABC scale) were compared across clusters. Stratified analysis assessed the association between Tai Chi exercise and fall risk within each cluster. Results: Three clusters were identified: Low Physical-Psychological (C1, 21.6%), Balanced Average (C2, 43.9%), and Cognitive-Social Advantage (C3, 34.5%). Significant demographic gradients existed across groups (all Conclusion: Sub-health status in urban older adults exhibits significant heterogeneity, with gradient differences in fall risk and Tai Chi benefits. Older adults in the Low Physical-Psychological group face the highest risk but derive the most significant gains from Tai Chi. Community health management should integrate sub-health profiling to develop personalized interventions. Prioritizing Tai Chi for health-impaired individuals can ensure precise resource allocation and maximize fall prevention outcomes.
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