Social Support and Body Image in Group Physical Activity Programs for Older Women
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
Physical declines with aging may negatively impact women's body image. Group physical activity can be a source of social support that may improve body image. We examined how social support experienced in group physical activity programs impacts older women's body image. Guided by interpretive description, we interviewed 14 women age 65 years and older who participated in group physical activity classes. Although women experienced both positive and negative body image, body image was generally positively impacted by physical activity. Four themes described social support processes that affected body image in the physical activity context: fitting in and being inspired through identifying with others; what is discussed and not discussed; providing comfort, understanding, and acceptance; and skilled and empathetic interactions with instructors. Understanding how social support in group physical activity can promote positive body image throughout aging can inform practical guidelines for facilitating and improving support in this context.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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