The Effects of Physical Activity Enjoyment on Sedentary Older Adults' Physical Activity Attitudes and Intentions1
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
This pilot study examined the effects of 2 types of acute physical activity bouts on enjoyment and subsequent change in attitudes and intentions regarding physical activity. Participants were 41 sedentary, older men and women ( M age = 75.4 years) randomized to a single bout of walking plus either (a) 2 sets of a resistance‐training circuit performed on weight machines (Weights); or (b) 1 set of the resistance circuit plus 1 set of strength‐based activities of daily living (Weights + ADL). The Weights condition enjoyed their bout more, and enjoyment mediated subsequent changes in attitudes. Both conditions increased their physical activity intentions. However, contrary to the tenets of the theory of planned behavior, increased intentions were not mediated by improved attitudes toward physical activity. These findings suggest that single bouts of activity can differentially affect sedentary older adults' thoughts toward being active in their daily lives.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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