ArticlePLoS medicine2019
Estimating the global impact of poor quality of care on maternal and neonatal outcomes in 81 low- and middle-income countries: A modeling study.
Article in PLoS medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 101 papers, 4 of them syntheses that pooled it.
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Who cites it
101 citing papers in PubMed, 4 syntheses or guidelines pooled it, 173 citations in OpenAlex.
- Private sector quality of care for maternal, new-born, and child health in low-and-middle-income countries: a secondary review.Frontiers in global women's health · 2024Pooled it
- Evaluations of effective coverage of maternal and child health services: A systematic review.Health policy and planning · 2022Pooled it
- Pooled it
- Telehealth and maternal referral services: A systematic review and meta-analysis.Women's health (London, England)Pooled it
- An evaluation of the effectiveness of an updated pre-service midwifery curriculum integrated with emergency obstetric and newborn care in Kenya: a cluster randomised controlled trial.BMC medical education · 2024Trial
- Experiences, barriers and perspectives of midwifery educators, mentors and students implementing the updated emergency obstetric and newborn care-enhanced pre-service midwifery curriculum in Kenya: a nested qualitative study.BMC medical education · 2024Trial
- Strengthening Nutrition Interventions in Antenatal Care Services Affects Dietary Intake, Micronutrient Intake, Gestational Weight Gain, and Breastfeeding in Uttar Pradesh, India: Results of a Cluster-Randomized Program Evaluation.The Journal of nutrition · 2021Trial
- Added value of an open narrative in verbal autopsies: a mixed-methods evaluation from Malawi.BMJ paediatrics open · 2021Trial
- Global, regional, and national burden of maternal hemorrhage from 1990 to 2021, with projections to 2050: Insights from the Global Burden of Disease Study 2021.International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics · 2026Article
- Exploration of factors affecting parent-infant closeness and separation in hospitals in Nepal - a qualitative study.BMC pregnancy and childbirth · 2026Article
- Article
- A decision-tree model to evaluate the impacts of workforce investments aimed at strengthening emergency obstetric and neonatal care (EmONC) facilities in Burundi.Cost effectiveness and resource allocation : C/E · 2026Article
- Assessing the costs of antenatal care in Eastern Ethiopia: implications for improving the free maternity services policy.Health policy and planning · 2026Article
- Unraveling the link between the mistreatment of women during childbirth and postpartum depression: a prospective longitudinal study in Ethiopia and Guinea.EClinicalMedicine · 2026Article
- Maternal Mortality in Pakistan: Demographic, Temporal, and Contextual Insights From the Three Delays Model.Cureus · 2025Article
- Changes in Health Facility Readiness for Providing Quality Maternal and Newborn Care After Implementing the Safer Births Bundle of Care Package in Five Regions of Tanzania.Healthcare (Basel, Switzerland) · 2025Article
- The Rising Global Cesarean Section Rates and Their Impact on Maternal and Child Health: A Scoping Review.Journal of clinical medicine · 2025Review
- Applying machine learning to predict quality ANC determinants in Bangladesh: a BDHS-2022 cross-sectional study.Scientific reports · 2025Article
- Risk factors for neonatal mortality: an umbrella review of systematic reviews and meta-analyses.EClinicalMedicine · 2025Review
- MATERNAL HEALTH LITERACY AND QUALITY OF CARE OFFERED TO PREGNANT WOMEN ATTENDING ANTENATAL CARE SERVICES IN LAGOS, NIGERIA.Annals of Ibadan postgraduate medicine · 2025Article
41 more citing papers are in PubMed but not listed here.
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Authors and funding
3 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIn low-resource settings where disease burdens remain high and many health facilities lack essentials such as drugs or commodities, functional equipment, and trained personnel, poor quality of care often results and the impact can be profound. In this paper, we systematically quantify the potential gain of addressing quality of care globally using country-level data about antenatal, childbirth, and postnatal care interventions. METHODS AND
findingsIn this study, we created deterministic models to project health outcomes if quality of care was addressed in a representative sample of 81 low- and middle-income countries (LMICs). First, available data from health facility surveys (e.g., Service Provision Assessment [SPA] and Service Availability and Readiness Assessment [SARA]) conducted 2007-2016 were linked to household surveys (e.g., Demographic and Health Surveys [DHS] and Multiple Indicator Cluster Surveys [MICS]) to estimate baseline coverage for a core subset of 19 maternal and newborn health interventions. Next, models were constructed with the Lives Saved Tool (LiST) using country-specific baseline levels in countries with a linked dataset (n = 17) and sample medians applied as a proxy in countries without linked data. Lastly, these 2016 starting baseline levels were raised to reach targets in 2020 as endline based upon country-specific utilization (e.g., proportion of women who attended 4+ antenatal visits, percentage of births delivered in a health facility) from the latest DHS or MICS population-based reports. Our findings indicate that if high-quality health systems could effectively deliver this subset of evidence-based interventions to mothers and their newborns who are already seeking care, there would be an estimated 28% decrease in maternal deaths, 28% decrease in neonatal deaths, and 22% fewer stillbirths compared to a scenario without any change or improvement in quality of care. Totals of 86,000 (range, 77,800-92,400) maternal and 0.67 million (range, 0.59 million-0.75 million) neonatal lives could be saved, and 0.52 million (range, 0.48 million-0.55 million) stillbirths could be prevented across the 81 countries in the calendar year 2020 when adequate quality care is provided at current levels of utilization. Limitations include the paucity of data to individually assess quality of care for each intervention in all LMICs and the necessary assumption that quality of care being provided among the subset of countries with linked datasets is comparable or representative of LMICs overall.
conclusionsOur findings suggest that efforts to close the quality gap would still produce substantial benefits at current levels of access or utilization. With estimated mortality rate declines of 21%-32% on average, gains from this first step would be significant if quality was improved for selected antenatal, intrapartum, and postnatal interventions to benefit pregnant women and newborns seeking care. Interventions provided at or around the time of childbirth are most critical and accounted for 64% of the impact overall estimated in this quality improvement analysis.
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