Evidence map›Paper›PMID 34289804›Full record

ArticleBMC pregnancy and childbirth2021

An assessment of the role of socio-economic, maternal and service utilization factors in increasing self-reported maternal complications in India.

Pradeep Kumar, Shobhit Srivastava, Chanda Maurya, Preeti Dhillon

Open access · goldAbstract read
In one paragraph

Article in BMC pregnancy and childbirth, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
2.3field-weighted citation impact, top 12% 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

6 citing papers in PubMed, 12 citations in OpenAlex.

  1. Maternal Morbidity and Adverse Fetal Outcomes in a Prospective North Indian Pregnancy Cohort.American journal of human biology : the official journal of the Human Biology Council · 2026
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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

4 authors at 1 institution in 1 country.

Pradeep KumarDepartment of Mathematical Demography and Statistics, International Institute for Population Sciences, Mumbai, Maharashtra, India.
Shobhit SrivastavaDepartment of Mathematical Demography and Statistics, International Institute for Population Sciences, Mumbai, Maharashtra, India.
Chanda MauryaDepartment of Mathematical Demography and Statistics, International Institute for Population Sciences, Mumbai, Maharashtra, India.
Preeti DhillonDepartment of Mathematical Demography and Statistics, International Institute for Population Sciences, Mumbai, Maharashtra, India. pdhillon.iips@gmail.com.ORCID http://orcid.org/0000-0001-9757-6492
International Institute for Population Sciences · IN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSelf-reported maternal complications are associated with maternal morbidity, deliveries by C-section, postpartum depression, and maternal death. Thus, it is necessary to examine the contribution of socio-demographic and maternal characteristics, as well as service utilization in the rising self-reporting of maternal complications (difficulty with daylight vision, convulsions, swelling of the legs, body or face, heavy vaginal bleeding or high fever) in India. The study aimed at examining the factors that have influenced the increasing prevalence of maternal complications between 2005-06 and 2015-16 in India.

methodsData from the two most recent rounds of the National Family Health Survey, which covered a sample of 36,850 and 190,898 women respectively who delivered in the last five years preceding the survey has been used. Logistic regression analysis was performed to carve out the factors which significantly contributed to maternal complications among women aged 15 - 49 years in India. With the help of the Fairlie decomposition technique, the study quantified the contribution of factors which influenced the changes in maternal complications in the period from 2005-06 to 2015-16.

resultsA significant increase was seen in the prevalence of maternal complications - from 43.6% to 53.7% between the years 2005-06 and 2015-16. About 21% of the increase could be explained by certain maternal, households level factors, service utilization and birth outcomes. For example, service utilization, in which 13% was attributed to the place of delivery and 6% to postnatal care, was the major contributor to the increase in maternal complications from 2005-06 to 2015-16). This was followed by individual-level factors like education (2%), body mass index (4%) and tobacco use,. It was also found that household-level factors like standard of living (-3.7%) and region (-1.4%), and birth weight contributed to the reduction of complications during the period.

conclusionThe increase in the prevalence of maternal complications in India could be attributed mainly attributed to increase in reporting behavior, an outcome of increased utilization of maternal healthcare services, and increase in BMI. However, reduced prevalence of maternal complications can be attributed to the decrease in the prevalence of low-birth-weight babies and tobacco use among women in India.

Indexed as

AdolescentAdultEducational StatusFemaleHumansIndiaMaternal Health ServicesMiddle AgedPatient Acceptance of Health CarePregnancyPregnancy ComplicationsSelf ReportSocioeconomic FactorsYoung AdultDecomposition; NFHSIndiaMaternal complications

Identifiers

PMID34289804
PMCPMC8296634
OpenAlexW3185087024

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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.