ArticleJournal of global health2020
Examining coverage, content, and impact of maternal nutrition interventions: the case for quality-adjusted coverage measurement.
Article in Journal of global health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 4 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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
17 citing papers in PubMed, 4 syntheses or guidelines pooled it, 24 citations in OpenAlex.
- Integrating Women and Girls' Nutrition Services into Health Systems in Low- and Middle-Income Countries: A Systematic Review.Nutrients · 2022Pooled it
- Evaluations of effective coverage of maternal and child health services: A systematic review.Health policy and planning · 2022Pooled it
- A rapid systematic review and evidence synthesis of effective coverage measures and cascades for childbirth, newborn and child health in low- and middle-income countries.Journal of global health · 2022Pooled it
- Pooled it
- How effective coverage has been used to measure quality in maternal and child health services in sub-Saharan Africa: a scoping review.BMJ public health · 2026Article
- Inequalities and Determinants of Quality Antenatal Care Coverage Among Women of Reproductive Age (15-49) in Tanzania: A Cross-Sectional Analysis of National Data.Health science reports · 2025Article
- Effective coverage of maternal and neonatal healthcare services in low-and middle-income countries: a scoping review.BMC health services research · 2024Article
- Delivery and postnatal care among women in 71 low- and middle-income countries: analyzing coverage gaps using household surveys.BMC pregnancy and childbirth · 2024Article
- Association between achieving adequate antenatal care and health-seeking behaviors: A study of Demographic and Health Surveys in 47 low- and middle-income countries.PLoS medicine · 2024Article
- Observational
- Strengthening maternal nutrition counselling during routine health services: a gap analysis to guide country programmes.Public health nutrition · 2023Review
- More is not enough: High quantity and high quality antenatal care are both needed to prevent low birthweight in South Asia.PLOS global public health · 2023Article
- Operationalising effective coverage measurement of facility based childbirth in Gombe State; a comparison of data sources.PLOS global public health · 2022Article
- Missed opportunities for delivering nutrition interventions in first 1000 days of life in India: insights from the National Family Health Survey, 2006 and 2016.BMJ global health · 2021Article
- Article
- The importance of improving intervention coverage measurement for ensuring all women, children and adolescents are reached with the health care services they need.Journal of global health · 2020Article
- Facility readiness and counseling during antenatal care and the relationship with early breastfeeding in Haiti and Malawi.BMC pregnancy and childbirth · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundReductions in neonatal mortality remain stagnant, despite gains in health care access and utilization. Nutrition interventions during antenatal care (ANC) and in the immediate postpartum period are associated with improved neonatal outcomes. Adjusting coverage estimates for the quality of care provided yields greater insight into health system performance and potential population health benefits of accessing care. In this cross-sectional study, we adjust maternity care coverage measures for quality of nutrition interventions to determine the impact on infant birth weight and breastfeeding.
methodsWe used household data from the Malawi 2013-2014 Multiple Indicator Cluster Survey to assess use of maternal health services and direct observations of ANC and delivery from the 2013 Service Provision Assessment to measure nutrition interventions provided. We adjusted coverage measures combining self-reported utilization of care with the likelihood of receipt of nutrition interventions. Using adjusted log-linear regression, we estimated the associations of these nutrition quality-adjusted metrics with infant birthweight and immediate breastfeeding.
resultsHealth facility data provided over 2500 directly observed clinical encounters and household data provided 7385 individual reports of health care utilization and outcomes. Utilization of ANC and facility-delivery was high. Women received nutrition-related interventions considerably less often than they sought care: over the course of ANC women received a median of 1.6 interventions on iron, 1 instance of nutrition counseling, and 0.06 instances of breastfeeding counseling. Nutrition quality-adjusted ANC coverage was associated with a reduced risk of low birthweight (adjusted relative risk [ARR] 0.87, 95% confidence interval (CI) = 0.79, 0.96) and increased likelihood of immediate breastfeeding (ARR = 1.04, 95% CI = 1.02, 1.07); nutrition quality-adjusted post-delivery care was also associated with greater uptake of immediate breastfeeding (ARR = 1.08, 95% CI = 1.02, 1.14). Based on these models, delivering nutrition interventions consistently within the existing level of coverage would decrease population prevalence of low birthweight from 13.7% to 10.8% and increase population prevalence of immediate breastfeeding from 75.9% to 86.0%.
conclusionsLinking household survey data to health service provision assessments demonstrates that despite high utilization of maternal health services in Malawi, low provision of nutrition interventions is undermining infant health. Substantial gains in newborn health are possible in Malawi if quality of existing services is strengthened.
Indexed as
Identifiers
What OpenQuestion holds
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.