More Than Self-Management: Positive Youth Development at an Inclusive Type 1 Diabetic Camp
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
Diabetes-focused camps emerged as a way to provide ongoing diabetes self-management education to youth and their families in a physically active context. Past research suggests participation at camp can enhance youths’ glycemic control and glucose monitoring abilities; however, recent studies claim camps can also offer psychological and social benefits. Drawing upon a positive youth development (PYD) approach, the current study examined an inclusive diabetic-focused youth sport camp to (a) identify life skills developed, and (b) explain processes and factors involved in youths’ development of life skills. Focus groups were conducted with 54 youth living with type 1 diabetes mellitus (T1DM) attending an inclusive T1DM sport camp. The model of PYD through sport (Holt et al., 2017) guided the analysis. PYD outcomes (i.e., life skills developed through the camp) were (a) enhanced self-efficacy for self-monitoring of blood glucose, (b) enhanced self-efficacy for sport while living with T1DM, and (c) development of positive relationships. These outcomes were facilitated through the camp’s inclusive approach (i.e., including youth living with and without T1DM), and a PYD climate (implicitly), which included supportive relationships with counsellors and peers, and interestingly, the lack of parental involvement at the camp. The camp’s explicit life skills program focus (i.e., on diabetes self-care skills) also facilitated these outcomes. This study gives camp professionals insight into how an inclusive T1DM sport camp can facilitate life skills, and optimize PYD.
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.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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