Social Supports and Barriers for Older Adults Not Participating in Group Physical Activity
Bibliographic record
Abstract
Group physical activity can provide physical and social benefits; however, social barriers or a lack of social support may affect participation. This study examined social-support needs and barriers among older adults who were not participating in group physical activities. Using interpretive description, semistructured interviews were conducted with 38 older adults (M = 70.9 years; 81.6% women). Themes were grouped into two categories. Category 1, expectations and initial impressions, consisted of the following: (a) Groups cannot meet everyone's expectations or interests, (b) groups are intimidating to join, and (c) the need for inclusive programming. Category 2, social processes within group physical activity, consisted of (a) modeling physical activity behaviors, (b) sharing information and suggestions about physical activity opportunities, and (c) encouragement and genuine interest. Outreach to this population should aim to address these barriers and utilize these supportive behaviors to reduce feelings of intimidation and promote participation among older adults.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".