ArticleBMC public health2025
Behavioural and psychological factors associated with pre-frailty in community-dwelling adults aged 40 and over: a cross-sectional study.
Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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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
3 citing papers in PubMed.
- Association of Composite and Domain-Specific Intrinsic Capacity and Frailty Among Older Adults in India: Evidence from the Longitudinal Ageing Study in India (LASI).Journal of frailty, sarcopenia and falls · 2026Article
- Development and validation of a nomogram for identifying pre-frailty risk in middle-aged and elderly maintenance hemodialysis patients: a cross-sectional study.BMC nephrology · 2026Article
- Frailty and multimorbidity among adults aged 40-69 years in Montenegro: a cross-sectional pilot study.BMJ open · 2025Article
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Frailty and pre-frailty are major public health concerns. While frailty is typically associated with older adults, evidence suggests that pre-frailty commonly starts in middle-age. This study examined associations between behavioural and psychological correlates of pre-frailty and frailty in adults from 40 years to help identify at-risk individuals and inform interventions. Participants (N = 321, mean age = 56 (10.55), 83% female) completed questionnaires on frailty status, physical activity, co-morbidities, quality of life, loneliness, social isolation, and attitudes towards ageing. Participants were classified as non-frail (35%), pre-frail (60%), or frail (5%). One-way ANCOVAs, controlling for age, BMI, and co-morbidities, found that pre-frail participants reported feeling older than their chronological age (F = 2.37, p < .014, η
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