Barriers and Facilitators to the Social Participation of Individuals Aging with a Long-Term Neurological Disability: A Scoping Review
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Supporting the social participation of individuals aging with long-term neurological disabilities is key to healthy aging. However, knowledge about the factors influencing their social participation remains limited and fragmented. Following the Joanna Briggs Institute methodology, this scoping review synthesized and integrated knowledge regarding the barriers and facilitators to the social participation of individuals aging with long-term neuro-disabilities. A search in four databases (MEDLINE, CINAHL, PsycInfo, and EMBASE) resulted in 18 studies involving 2587 participants with nine neurological conditions: stroke, multiple sclerosis, spinal cord injury, traumatic brain injury, aphasia, post-polio syndrome, spina bifida, cerebral palsy, and muscular dystrophy. A total of 38 barriers, 25 facilitators, and 4 factors with mixed influence to social participation were identified. Key reported barriers included the organic system (e.g., fatigue or pain) and macro environments (e.g., inaccessible built environment). The most common facilitators involved physical dimensions in personal factors (e.g., good physical functions) and micro-environments (e.g., supportive social environment). This review highlights the need for accessible infrastructure and community support to promote inclusivity and equity. Future research should focus on community-level factors and mixed study designs to provide robust evidence to improve social participation and healthy aging in this vulnerable population.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it