Social support, self‐efficacy and motivation: a qualitative study of the journey through <scp>HEALD</scp> (Healthy Eating and Active Living for Diabetes)
Bibliographic record
Abstract
Abstract This study aimed to describe the influence of social support on participants’ self‐efficacy and motivation to perform physical activity before, during and after the Healthy Eating and Active Living for Diabetes in primary care networks (HEALD) programme. HEALD was a controlled trial of a 24‐week primary care‐based walking programme for people with type 2 diabetes, proven effective in increasing physical activity. Data used in this qualitative sub‐study were derived from semi‐structured interviews with purposefully selected HEALD completers (n = 13) six months after the programme ended. Qualitative data were analysed using content analysis. Prior to HEALD, participants reported feeling a lack of social support for diabetes management and fear of diabetes consequences. During the programme, they reported feeling supported by exercise specialists and peers in general and specifically to do physical activity; they reported weakening social support after HEALD ended. Accordingly, participants reported having self‐efficacy and motivation to increase their physical activity during HEALD, but these did not persist after HEALD ended; many relapsed into former behaviours. Participants recommended a longer programme, with more contacts. Our findings are congruent with Social Cognitive Theory. Participants’ reported self‐efficacy and motivation to adopt physical activity during HEALD were tied to feeling supported by the exercise specialists who led the programme and peers participating in the programme. However, these perceived improvements were compromised when social support was no longer available through HEALD. Periodic contacts with a health care provider post‐programme may promote maintenance of positive behaviour changes following diabetes self‐management programmes. Furthermore, an optimal mode of peer support requires study. Copyright © 2014 John Wiley & Sons, Ltd.
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 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 | 0.010 | 0.012 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.009 | 0.007 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.003 | 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".