ArticleThe Journal of pediatrics2023
Predictors of Human Milk Feeding and Direct Breastfeeding for Infants with Single Ventricle Congenital Heart Disease: Machine Learning Analysis of the National Pediatric Cardiology Quality Improvement Collaborative Registry.
Article in The Journal of pediatrics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 2 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
11 citing papers in PubMed, 2 syntheses or guidelines pooled it, 11 citations in OpenAlex.
- Factors Influencing Breastfeeding Outcomes Following Neonatal Hypoxic Ischaemic Encephalopathy: A Mixed Methods Systematic Review.Journal of human lactation : official journal of International Lactation Consultant Association · 2026Pooled it
- Breastfeeding infants with CHD: an evidence summary and recommendations from the Cardiac Newborn Neuroprotective Network, a special interest group of the Cardiac Neurodevelopmental Outcome Collaborative.Cardiology in the young · 2025Guideline
- Human milk and breastfeeding support in United States paediatric cardiac ICUs: a multicentre cohort and survey study.Cardiology in the young · 2026Article
- Oral care with human milk is associated with increased human milk feeding and breastfeeding for newborns with critical congenital heart disease.Journal of perinatology : official journal of the California Perinatal Association · 2026Article
- Human milk and breastfeeding at the first oral feed for infants with critical congenital heart disease: a multi-institutional study.Journal of perinatology : official journal of the California Perinatal Association · 2026Article
- Racial Disparities in Birth and Lactation Outcomes Among Neonates with Congenital Heart Defects at a Regional Mid-Atlantic Heart Center.Journal of racial and ethnic health disparities · 2026Article
- Infants Sucking Pattern Identification Using Machine-Learned Computational Modeling.Journal of engineering and science in medical diagnostics and therapy · 2025Article
- Artificial intelligence applied to the study of human milk and breastfeeding: a scoping review.International breastfeeding journal · 2024Article
- Human milk, breastfeeding, and early neurodevelopmental outcomes for infants with critical CHD.Cardiology in the young · 2024Article
- Classifying early infant feeding status from clinical notes using natural language processing and machine learning.Scientific reports · 2024Article
- Nurse-guided Mobile Health Care Program to Reduce Emotional Distress Experienced by Parents of Infants Prenatally Diagnosed with Critical Congenital Heart Disease: A Pilot Study.Progress in pediatric cardiology · 2024Article
Corrections and comments
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Authors and funding
9 authors at 3 institutions in 1 country.
Funding
Abstract
objectiveTo identify factors that support or limit human milk (HM) feeding and direct breastfeeding (BF) for infants with single ventricle congenital heart disease at neonatal stage 1 palliation (S1P) discharge and at stage 2 palliation (S2P) (∼4-6 months old). STUDY
designAnalysis of the National Pediatric Cardiology Quality Improvement Collaborative (NPC-QIC) registry (2016-2021; 67 sites). Primary outcomes were any HM, exclusive HM, and any direct BF at S1P discharge and at S2P. The main analysis involved multiple phases of elastic net logistic regression on imputed data to identify important predictors.
resultsFor 1944 infants, the strongest predictor domain areas included preoperative feeding, demographics/social determinants of health, feeding route, clinical course, and site. Significant findings included: preoperative BF was associated with any HM at S1P discharge (OR = 2.02, 95% CI = 1.74-3.44) and any BF at S2P (OR = 2.29, 95% CI = 1.38-3.80); private/self-insurance was associated with any HM at S1P discharge (OR = 1.91, 95% CI = 1.58-2.47); and Black/African-American infants had lower odds of any HM at S1P discharge (OR = 0.54, 95% CI = 0.38-0.65) and at S2P (0.57, 0.30-0.86). Adjusted odds of HM/BF practices varied among NPC-QIC sites.
conclusionsPreoperative feeding practices predict later HM and BF for infants with single ventricle congenital heart disease; therefore, family-centered interventions focused on HM/BF during the S1P preoperative time are needed. These interventions should include evidence-based strategies to address implicit bias and seek to minimize disparities related to social determinants of health. Future research is needed to identify supportive practices common to high-performing NPC-QIC sites.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.