ArticleThe Lancet regional health. Southeast Asia2023
Predictors and disparities in neonatal and under 5 mortality in rural Pakistan: cross sectional analysis.
Article in The Lancet regional health. Southeast Asia, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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Who cites it
16 citing papers in PubMed, 20 citations in OpenAlex.
- A cross-sectional analysis of the impact of lady health worker visits in the prenatal and postnatal period on the uptake of continuum of care interventions and childhood mortality in Pakistan.Journal of global health · 2025Trial
- Direct and Indirect Effects of Adolescent Motherhood on Under-Five Mortality in Pakistan: Evidence From a Nationally Representative Survey.American journal of human biology : the official journal of the Human Biology Council · 2026Article
- A district-based health facility assessment for maternal and newborn care across Pakistan.Journal of global health · 2026Article
- No bed for a dying child: the shortage of paediatric intensive care in Pakistan.Journal of global health · 2026Article
- Disproportionate climate burden of rising temperatures on low birth weight in Pakistan.BMC medicine · 2026Article
- Why & where perinatal deaths: trends and determinants in Pakistan.Maternal health, neonatology and perinatology · 2026Article
- Strengthening midwifery and nursing interventions to reduce child mortality in South Asia: a policy and practice review.Journal of global health · 2025Review
- The nexus between healthcare provider distribution and neonatal mortality based on the context of maternal and child healthcare services in Pakistan.Journal of health, population, and nutrition · 2025Article
- Workforce and Health Care Services for Young Children in Bangladesh.JAMA network open · 2025Article
- Preeclampsia and Prematurity: Implications for Maternal and Perinatal Outcomes in a Low-middle Income Country.Oman medical journal · 2025Article
- Mortality Projections, Regional Disparities in the Burden of Neonatal Disorders, and the Status of Achieving SDG Targets by 2030 in South Asia: Insights from the Global Burden of Disease Study 2021.Journal of epidemiology and global health · 2025Article
- Association between antenatal care visits and under-five mortality: An Analysis of the Pakistan demographic and health surveys.PloS one · 2025Article
- Associations among parental mental health, lifestyle factors and infant mortality in rural and urban mothers.Frontiers in public health · 2025Article
- Quintuplet pregnancy: a case report from Pakistan.Annals of medicine and surgery (2012) · 2024Article
- Measuring spatial inequalities in maternal and child mortalities in Pakistan: evidence from geographically weighted regression.BMC public health · 2024Article
- Association of maternal, obstetric, fetal, and neonatal mortality outcomes with Lady Health Worker coverage from a cross-sectional survey of >10,000 households in Gilgit-Baltistan, Pakistan.PLOS global public health · 2024Article
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Authors and funding
10 authors at 3 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Adopted in 2015, the sustainable development goals (SDGs) have set specific targets (SDG 3.2) for countries to reduce their neonatal mortality rate (NMR) to below 12 deaths per 1000 live births and under 5 mortality rate (U5MR) to below 25 deaths per 1000 live births by 2030. For Pakistan to achieve these targets, there is a need to measure these rates and understand the predictors of child mortality at sub-national level. Launched in 2016, the Methods: We report overall neonatal and post neonatal mortality rates for the two years preceding the UeN baseline household survey. Rates were calculated using the synthetic cohort probability method and predictors of neonatal and post neonatal mortality examined using Cox regression. To investigate spatial variations in the mortality rates, we calculated Moran's I at the district level using predicted probabilities of mortality. Finally, we create district level maps of predicted under 5 child mortality using a stochastic partial differentiation approach. Findings: A total of 26,258 children contributed to the analysis of mortality with 838 deaths in the neonatal period and 2236 under-5 deaths during the observation period from March 1, 2015 to March 17, 2017. Overall, we estimated the NMR to be 29.2 per 1000 live births (95% CI: 26.9-31.4) and the U5MR to be 86.1 per 1000 live births (95% CI: 85.5-86.8). We found evidence of within-district geospatial clustering of under 5 mortality (P < 0.0001) and that social factors (poverty, illiteracy, multiparity), poor coverage of community health workers and distance from health facilities were strongly associated with child mortality. Interpretation: Important factors associated with neonatal and post-neonatal mortality in our study population included maternal education, parity, household size and gender. Additionally, antenatal care coverage (at least 4 visits) was specifically associated with neonatal mortality only, whereas, LHW coverage and distance to health facility were strongly associated with post-neonatal mortality. These findings emphasise the need for comprehensive, multisectoral strategies to be implemented for future maternal and child health programs and outreach services in rural areas. Funding: The study was funded by an unrestricted grant from the Bill & Melinda Gates Foundation to the Aga Khan University (Grant OPP 1148892).
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