Experiences and perspectives of the parents of emerging adults living with type 1 diabetes
Bibliographic record
Abstract
INTRODUCTION: Whereas it is widely recognized that emerging adulthood can be a difficult time in the life of an individual living with type 1 diabetes, relatively little is known about the experiences of their parents or guardians. These individuals once shouldered much of the burden for their child's diabetes 'self'-management, yet their contribution is often overlooked by the adult healthcare system. Here, we set out to gain an understanding of the perspectives of parents of emerging adults living with type 1 diabetes. RESEARCH DESIGN AND METHODS: Semi-structured interviews were performed with a purposeful sample of parents of emerging adults with type 1 diabetes recruited from two urban young adult diabetes clinics and through a national diabetes charity. Thematic coding was derived using a constant comparative approach. RESULTS: Analysis of interviews with 16 parents of emerging adults with type 1 diabetes identified three themes: parental experiences of the transition to adult care; negotiating parent-child roles, responsibilities and relationships; and new and evolving fears. Parents spoke in detail about the time surrounding their child's diagnosis of type 1 diabetes to emphasize the complexity of diabetes care and the need to establish a 'new normal' for the family. In turn, adolescence and emerging adulthood required a renegotiation of roles and responsibilities, with many parents continuing to play a role in high-level diabetes management. Several parents of emerging adults with type 1 diabetes (particularly those of young men) vocalized worries about their child's readiness to assume responsibility for their self-care, and some expressed frustration with the apparent dichotomy in the role expectations of parents between the pediatric and adult care settings. CONCLUSIONS: Adult healthcare providers should recognize both the ongoing involvement of parents in the 'self'-management of emerging adults with type 1 diabetes and the unique aspects of the caregiver burden that they experience.
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How this classification was reachedexpand
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".