Evidence map›Paper›PMID 37614356›Full record

ArticleThe Lancet regional health. Southeast Asia2023

Predictors and disparities in neonatal and under 5 mortality in rural Pakistan: cross sectional analysis.

Zahid Memon, Daniel Fridman, Sajid Soofi, Wardah Ahmed, Shah Muhammad, Arjumand Rizvi, Imran Ahmed, James Wright, Simon Cousens, Zulfiqar A Bhutta

Open access · diamondAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed
11.6field-weighted citation impact, top 1% of its field
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

16 citing papers in PubMed, 20 citations in OpenAlex.

  1. Trial
  2. 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 · 2026
    Article
  3. Article
  4. Article
  5. Article
  6. Why & where perinatal deaths: trends and determinants in Pakistan.Maternal health, neonatology and perinatology · 2026
    Article
  7. Review
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Quintuplet pregnancy: a case report from Pakistan.Annals of medicine and surgery (2012) · 2024
    Article
  15. Article
  16. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors at 3 institutions in 3 countries.

Zahid MemonCenter of Excellence in Women and Child Health, The Aga Khan University, Karachi, Pakistan.
Daniel FridmanCentre for Global Child Health, The Hospital for Sick Children, Toronto, ON, Canada.
Sajid SoofiCenter of Excellence in Women and Child Health, The Aga Khan University, Karachi, Pakistan.
Wardah AhmedCenter of Excellence in Women and Child Health, The Aga Khan University, Karachi, Pakistan.
Shah MuhammadCenter of Excellence in Women and Child Health, The Aga Khan University, Karachi, Pakistan.
Arjumand RizviCenter of Excellence in Women and Child Health, The Aga Khan University, Karachi, Pakistan.
Imran AhmedCenter of Excellence in Women and Child Health, The Aga Khan University, Karachi, Pakistan.
James WrightCentre for Global Child Health, The Hospital for Sick Children, Toronto, ON, Canada.
Simon CousensLondon School of Hygiene and Tropical Medicine, United Kingdom.
Zulfiqar A BhuttaCenter of Excellence in Women and Child Health, The Aga Khan University, Karachi, Pakistan.
Aga Khan University · PKHospital for Sick Children · CALondon School of Hygiene & Tropical Medicine · GB

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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).

Indexed as

GeospatialNeonatal mortalityPost-neonatal mortalitySurvival analysis

Identifiers

PMID37614356
PMCPMC10442969
OpenAlexW4381325387

What OpenQuestion holds

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LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.