Coparenting Breastfeeding Support and Exclusive Breastfeeding: A Randomized Controlled Trial
Bibliographic record
Abstract
OBJECTIVE: To evaluate the effectiveness of a coparenting intervention on exclusive breastfeeding among primiparous mothers and fathers. METHODS: A randomized controlled trial was conducted in a large teaching hospital in Toronto, Canada. Couples were randomized to receive either usual care (n = 107) or a coparenting breastfeeding support intervention (n = 107). Follow-up of exclusive breastfeeding and diverse secondary outcomes was conducted at 6 and 12 weeks postpartum. RESULTS: Significantly more mothers in the intervention group than in the control group continued to breastfeed at 12 weeks postpartum (96.2% vs 87.6%, P = .02). Although proportionately more mothers in the intervention group were exclusively breastfeeding at 6 and 12 weeks, these differences were not significant. Fathers in the intervention group had a significantly greater increase in breastfeeding self-efficacy scores from baseline to 6 weeks postpartum compared with fathers in the control group (P = .03). In addition, significantly more mothers in the intervention group than in the control group reported that their partners provided them with breastfeeding help in the first 6 weeks (71% vs 52%, P = .02) and that they were satisfied with their partners' involvement with breastfeeding (89% vs 78.1%, P = .04). Mothers in the intervention group were also more satisfied with the breastfeeding information they received (81% vs 62.5%, P < .001). CONCLUSIONS: The significant improvements in breastfeeding duration, paternal breastfeeding self-efficacy, and maternal perceptions of paternal involvement and assistance with breastfeeding suggest that a coparenting intervention involving fathers warrants additional investigation.
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.
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 | 0.005 | 0.009 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.004 | 0.002 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.009 | 0.001 |
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".