Parents’ Experiences and Information Needs While Caring for a Child With Functional Constipation: A Systematic Review
Bibliographic record
Abstract
Pediatric functional constipation (FC) reportedly affects at least 1 in 10 children worldwide. Parent and family education is a key component for successful treatment, yet there is little research exploring what information families need and how to best support them. The aim of this review is to synthesize current evidence on the experiences and information needs of parents caring for a child with FC. We systematically searched published research and completed screening against a priori inclusion criteria. Thirteen studies (n = 10 quantitative, n = 3 qualitative) were included. We found 2 main themes, precarious footing and profound and pervasive effects. Heavy caregiving burdens fueled doubts, misinformation, relationship breakdown, and treatment deviation. In light of clinical recommendations, our findings reveal a potential mismatch between parents' needs and care provision for FC. It is likely that both parents and health care providers would benefit from resources and interventions to improve care related to pediatric FC.
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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 | 0.003 | 0.021 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.003 |
| Bibliometrics | 0.006 | 0.007 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| 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".