Evidence map›Paper›PMID 36908442›Full record

ArticleFrontiers in public health2023

Trends and risk factors of stillbirth among women of reproductive age in Pakistan: A multivariate decomposition analysis.

Abeera Shakeel, Asifa Kamal, Muhammad Ijaz, Maryam Siddiqa, Getayeneh Antehunegn Tesema, Tahani Abushal

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Article in Frontiers in public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed, 1 pooled it
9.3field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

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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

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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

13 citing papers in PubMed, 1 synthesis or guideline pooled it, 16 citations in OpenAlex.

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  5. Why & where perinatal deaths: trends and determinants in Pakistan.Maternal health, neonatology and perinatology · 2026
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4 · The record

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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 5 institutions in 3 countries.

Abeera ShakeelDepartment of Statistics, Lahore College for Women University, Lahore, Pakistan.
Asifa KamalDepartment of Statistics, Lahore College for Women University, Lahore, Pakistan.
Muhammad IjazDepartment of Mathematics and Statistics, The University of Haripur, Haripur, Pakistan.
Maryam SiddiqaDepartment of Mathematics and Statistics, International Islamic University Islamabad, Islamabad, Pakistan.
Getayeneh Antehunegn TesemaDepartment of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, Comprehensive Specialized Hospital, University of Gondar, Gondar, Ethiopia.
Tahani AbushalDepartment of Mathematical Sciences, Umm Al-Qura University, Makkah al Mukarramah, Saudi Arabia.
Lahore College for Women University · PKInternational Islamic University, Islamabad · PKUmm al-Qura University · SAUniversity of Gondar · ETUniversity of Haripur · PK

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Every year, 2 million babies are stillborn in the world. Globally, there has been a decline in the stillbirth rate of 2%. Despite advancements in prenatal care and the implementation of new medical technologies, the incidence of early stillbirths remains unchanged. A slight decrease in the rate of late-term stillbirth has been observed. Pakistan ranked third in South Asia for having the highest stillbirth rate. Compared to its neighbors and other developing nations, Pakistan has shown a lack of progress in reducing maternal and neonatal fatalities. Therefore, the purpose of this study is to use a multivariate decomposition analysis to examine the trends and factors that have contributed to the change in the stillbirth rate over time. Methods: To conduct this study, we used a secondary data analysis approach and analyzed data from the Pakistan Demographic and Health Survey (PDHS) of 2012-2013 and 2017-2018). For the analysis, a total sample of 15,068 births in 2017-2018 and 13,558 births in the PDHS from 2012 to 2013 were taken into account. Using the MVDCMP function within STATA version 15 statistical software, a logit-based multivariate decomposition model was fitted to determine the variables that influence the change in stillbirth. The current study used two cross-sectional surveys to identify important risk factors for stillbirths. Results: Over the past 5 years, Pakistan's stillbirth rate has risen from 3.98 to 5.75%. According to the total multivariate decomposition analysis, the change in coefficient (change in the effect of attributes) accounted for 81.17% of the overall change in the proportion of stillbirths. In contrast, the change in endowment was not statistically significant. Changes in maternal education, individual and community-level wealth status, and mode of delivery all significantly impacted the rate of stillbirths over time. Conclusion: Stillbirths increased in Pakistan from 2012 to 2017. Stillbirths are observed more frequently for women residing in Punjab, Sindh, and rural areas. A major concern that is directly related to the prevalence of stillbirths in Pakistan is the lack of accessible, affordable, and high-quality maternal healthcare facilities. Older, overweight, and uneducated women are more likely to have stillbirths than women who deliver vaginally. High parity and short birth intervals also accelerated the rate of stillbirths. An effective remedy to control stillbirths is the provision of accessible and affordable healthcare services. Awareness campaigns for the health education of pregnant women should focus on raising awareness to support better pregnancy outcomes for poor women living in communities with higher education levels. The risk of stillbirth can be reduced by offering free diagnostics for early detection of birth complications in low-resource settings and referring these cases to knowledgeable gynecologists for safe delivery.

Indexed as

Prenatal CareStillbirthCross-Sectional StudiesFemaleHumansInfantInfant, NewbornPakistanPregnancyRisk FactorsENAPmultivariate decompositionMVDCMPPakistanstillbirth

Identifiers

PMID36908442
PMCPMC9996174
OpenAlexW4321615377

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.