What Do Parents Expect in the 21st Century? A Qualitative Analysis of Integrated Youth Care
Bibliographic record
Abstract
INTRODUCTION: To provide integrated Youth Care responsive to the needs of families with multiple problems across life domains, it is essential to incorporate parental perspectives into clinical practice. The aim of this study is to advance our understanding of key components of integrated Youth Care from a parental perspective. METHODS: Semi-structured interviews were administered to 21 parents of children receiving Youth Care from integrated care teams in the Netherlands. Qualitative content analysis was conducted by means of a grounded theory approach following qualitative reporting guidelines. RESULTS AND DISCUSSION: Parental perspectives were clustered into six key components: a holistic, family-centred approach; addressing a broad range of needs in a timely manner; shared decision making; interprofessional collaboration; referral; and privacy. Parents emphasized the importance of a tailored, family-centred approach, addressing needs across several life domains, and active participation in their own care process. However, they simultaneously had somewhat opposing expectations regarding these key components, for example, concerning the changing roles of professionals and parents in shared decision making and the value of involving family members in a care process. Professionals should be aware of these opposing expectations by explicitly discussing mutual expectations and changing roles in decision making during a care process. To enable parents to make their own decisions, professionals should transparently propose different options for support guided by an up-to-date care plan.
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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 | 0.019 | 0.020 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.007 | 0.008 |
| Scholarly communication | 0.006 | 0.005 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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".