Evidence map›Paper›PMID 37383033›Full record

ArticleThe Lancet regional health. Southeast Asia2023

Stillbirth rates and its spatial patterns in India: an exploration of HMIS data.

Anchal Purbey, Apoorva Nambiar, Dripta Roy Choudhury, Thirumal Vennam, Khushboo Balani, Satish Balram Agnihotri

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 18 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed, 1 pooled it
7.6field-weighted citation impact, top 2% 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

18 citing papers in PubMed, 1 synthesis or guideline pooled it, 21 citations in OpenAlex.

  1. Pooled it
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  6. Association of affirmative action with health and education outcomes and services in India.Proceedings of the National Academy of Sciences of the United States of America · 2025
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  18. Trend, Pattern, and Prevalence of Adverse Pregnancy Outcomes among Women of Reproductive Age in India, 1992-2021.Indian journal of community medicine : official publication of Indian Association of Preventive & Social Medicine
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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

6 authors at 2 institutions in 1 country.

Anchal PurbeyCTARA, IIT-B, Mumbai, Maharashtra, India.
Apoorva NambiarCTARA, IIT-B Monash Research Academy, Mumbai, Maharashtra, India.
Dripta Roy ChoudhuryCTARA, IIT-B, Mumbai, Maharashtra, India.
Thirumal VennamCTARA, IIT-B, Mumbai, Maharashtra, India.
Khushboo BalaniAshank Desai Centre for Policy Studies, IIT-B, Mumbai, Maharashtra, India.
Satish Balram AgnihotriCTARA, IIT-B, Mumbai, Maharashtra, India.
Centre for Policy Studies · INIITB-Monash Research Academy · IN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: High prevalence of stillbirths is a significant concern for the health system of India. This necessitates a closer scrutiny of the prevalence, spatial pattern and the risk factors of stillbirth at both national and local level. Methods: We analysed stillbirth data of three financial years (April 2017-March 2020) from Health Management Information System (HMIS) of India which provides majorly public facility level data for stillbirths up to the district level on a monthly basis. National and state level prevalence of stillbirth rate (SBR) were estimated. Spatial patterns of SBR at district level was identified using local indicator of spatial association (LISA). Risk factors of stillbirths were studied by triangulation of HMIS and National Family Health Survey (NFHS-4) data using bivariate LISA. Findings: National average of SBR in 2017-18, 2018-2019 and 2019-2020 are 13.4 [4.2-24.2], 13.1 [4.2-22.2] and 12.4 [3.7-22.5] respectively. Districts of Odisha, Madhya Pradesh, Rajasthan and Chhattisgarh (OMRC) form a contiguous east-west belt of high SBR. Body mass index (BMI) of the mother, antenatal care (ANC), maternal anemia, iron-folic acid (IFA) supplementation and institutional delivery show significant spatial autocorrelation with SBR. Interpretation: Maternal and child health programme delivery should prioritise targeted intervention in the hotspot clusters of high SBR, considering the locally significant determinants. The findings show inter alia, the need to focus on ANC to reduce stillbirth in India. Funding: The study is not funded.

Indexed as

HMISNFHS-4Spatial patternsStillbirth rateStillbirths

Identifiers

PMID37383033
PMCPMC10306056
OpenAlexW4310856086

What OpenQuestion holds

Textmetadata
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.