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Record W4390081766 · doi:10.1093/geroni/igad104.2094

THE ROLE OF FRAILTY ON THE IMPACT OF SOCIAL RELATIONSHIPS ON HEALTH OUTCOMES: RESULT FROM THE FRÉLE LONGITUDINAL STUDY

2023· article· en· W4390081766 on OpenAlexaffabout
Fereshteh Mehrabi, François Béland

Bibliographic record

VenueInnovation in Aging · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicHealth disparities and outcomes
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsSocial connectednessMental healthSocial isolationGerontologySocial supportPsychologyPsychological interventionInterpersonal tiesLongitudinal studySuccessful agingSocial engagementMedicinePsychiatrySocial psychology

Abstract

fetched live from OpenAlex

Abstract The link between social relationships and health is well-established as per Berkman and Krishna’s theory. However, the biological mechanisms by which social relationships impact health, such as frailty, remain unknown. This study aimed to examine whether the effects of changes in social relationships on changes in physical, mental, and cognitive health outcomes varied among frail older adults compared to robust peers. Data were from three waves of the FRéLE study among 1643 Canadian community-dwelling older adults aged 65 years and over. We performed latent growth curve models (LGMs) to test our objectives with the assumption of missing not at random. We measured social isolation through social participation, social networks, and support from different social ties (e.g., children, friends). We assessed frailty using the phenotype of frailty. Health outcomes include disability, chronic diseases, depression, and cognitive decline. The results revealed that increasing changes in social participation, social contact with friends, and social support from different social ties were associated with greater changes in cognitive and mental health, but not physical health, among frailer older adults compared to those who were more robust. This longitudinal study suggests that social support has a protective and compensatory role in enhancing mental health among frail older adults, but not among robust peers. Public health policies and interventions should focus on ameliorating social connectedness among physically frail older adults to enhance mental health outcomes. Future research studies could explore other risk factors that impact the relationships between social connectedness and health among older populations.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.011
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.180
Threshold uncertainty score0.358

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.011
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.209
GPT teacher head0.464
Teacher spread0.255 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2023
Admission routes2
Has abstractyes

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