Parents as transition experts? Qualitative findings from a pilot parent‐led peer support group
Bibliographic record
Abstract
BACKGROUND: This paper focuses on the introduction of parents as 'transition experts' within a paediatric rehabilitation hospital. Through the personal experience of raising a young adult with special healthcare needs, Family Facilitators are knowledgeable about the processes of social and healthcare service transfer and transition to adulthood. Following a needs assessment, a pilot transition support group was established for parents of youth who were eligible for augmentative communication support. The goal was to provide informational, emotional and affirmational support during this stressful period. This study examined the impact of the Family Facilitator-led Transition Peer Support Group on parents' knowledge, skill and level of support in planning for the future. METHODS: Qualitative methods were used to explore benefits, limitations and outcomes of the parent support group. In addition to a review of 10 narrative field notes maintained for each session by the Family Facilitator and four session feedback forms, a 90-min focus group was conducted with eight core members. RESULTS: Qualitative examination of the data revealed three themes: (i) increased awareness related to personal challenges in planning and shifting viewpoints on future orientation; (ii) increased active planning with regard to knowledge building and actions taken; and (iii) the value of experiential knowledge. CONCLUSIONS: Parents reported gaining new knowledge and became more active and future-oriented in their planning. Further, they strongly valued the facilitator role and benefited from the social support provided by the group. Findings provide a unique snapshot of parental needs. Individualized support with an emphasis on citizenship, participation and inclusion were targeted topics. Future work should continue to explore optimal mechanisms for the provision of parent-focused transition support and the inclusion of parents as experts within healthcare settings.
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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 | 0.012 | 0.025 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.004 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.002 | 0.005 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 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".