Systematic Review of the Literature on Postpartum Care: Effectiveness of Postpartum Support to Improve Maternal Parenting, Mental Health, Quality of Life, and Physical Health
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: Postpartum support is recommended to prevent infant and maternal morbidity. This review examined the published evidence of the effectiveness of postpartum support programs to improve maternal knowledge, attitudes, and skills related to parenting, maternal mental health, maternal quality of life, and maternal physical health. METHODS: MEDLINE, Cinahl, PsycINFO, and the Cochrane Library were searched for randomized controlled trials of interventions initiated from immediately after birth to 1 year in postnatal women. The initial literature search was done in 1999 and was enhanced in 2003 and 2005. Studies were categorized based on the the above outcomes. Data were extracted in a systematic manner, and the quality of each study was reviewed. RESULTS: In the 1999 search, 9 studies met the inclusion criteria. The 2003 and 2005 searches identified 13 additional trials for a total of 22 trials. Universal postpartum support to unselected women at low risk did not result in statistically significant improvements for any outcomes examined. Educational visits to a pediatrician showed statistically significant improvements in maternal-infant parenting skills in low-income primiparous women. In women at high risk for family dysfunction and child abuse, nurse home visits combined with case conferencing produced a statistically significant improvement in home environment quality using the HOME (Home Observation for Measurement of the Environment) program. Similarly, in women at high risk for either family dysfunction or postpartum depression, home visitation or peer support, respectively, produced a statistically significant reduction in Edinburgh Postnatal Depression Scale scores (difference - 2.23, 95% CI -3.72 to -0.74, p= 0.004; and 15.0% vs 52.4%, OR 6.23, 95% CI 1.40 to 27.84, p= 0.01, respectively). Educational programs reduced repeat unplanned pregnancies (12.0% vs 28.3%, p= 0.003) and increased effective contraceptive use (RR 1.35, 95% CI 1.09 to 1.68, p= 0.007). Maternal satisfaction was higher with home visitation programs. CONCLUSIONS: No randomized controlled trial evidence was found to endorse universal provision of postpartum support to improve parenting, maternal mental health, maternal quality of life, or maternal physical health. There is some evidence that high-risk populations may benefit from postpartum support.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.006 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it