Evidence map›Paper›PMID 34020977›Full record

ArticleBMJ open2021

Socioeconomic, geographic and health system factors associated with rising C-section rate in Indonesia: a cross-sectional study using the Indonesian demographic and health surveys from 1998 to 2017.

Sage Wyatt, Permata Imani Ima Silitonga, Esty Febriani, Qian Long

Abstract read
In one paragraph

Article in BMJ open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
–field-weighted citation impact
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

8 citing papers in PubMed.

  1. Observational
  2. The Indonesia pre-eclampsia study (INAPRES): Pregnancy outcomes in pregnancy with pre-eclampsia in Indonesia.International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics · 2026
    Article
  3. Review
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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.

Sage WyattGlobal Health Research Center, Duke Kunshan University, Kunshan, Jiangsu, China.ORCID 0000-0003-3922-2316
Permata Imani Ima SilitongaGlobal Health Research Center, Duke Kunshan University, Kunshan, Jiangsu, China.
Esty FebrianiPublic Health, STIKKU, Kuningan, West Java, Indonesia.
Qian LongGlobal Health Research Center, Duke Kunshan University, Kunshan, Jiangsu, China qian.long@dukekunshan.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionCaesarean section (C-section) has been a public health concern globally. This study investigated the change in C-section rate in 1998-2017 in Indonesia and explored the socioeconomic, geographic and health system factors associated with the use of C-section.

methodsWe analysed data from demographic health surveys in 2002-2003, 2007, 2012 and 2017 in Indonesia. We included women who reported giving birth within 5 years of each round of the survey (n=56 462) into the analysis. Cross-tabulation was used to examine change of C-section rate by year. We conducted bivariate and multivariate logistic regressions to study the determinants of C-section use.

resultsIn Indonesia, the C-section rate increased from 4.0% in 1998 to 18.5% in 2017. In 2017, the C-section rate in urban areas (22.9%) was almost two times that in rural areas (11.8%). It was almost three times among the richest wealth quintile (36.5%), compared with the poorest wealth quintile (12.9%). Between 2008 and 2017, the difference in the C-section rate by public services enlarged between the poorest and the richest groups. The absolute increase of the C-sections by private services was more than public services over time. In 2013-2017, the C-section rates by public and private services were 22.5% and 23.1%, respectively. After adjusting for all variables, higher education, higher household wealth, primiparity and use of public childbirth services were positively associated with C-section.

conclusionsThe C-section rate increased steadily in the past two decades in Indonesia. Women's socioeconomic status and health system factors were associated with the increased use of C-section.

Indexed as

Cesarean SectionRural PopulationCross-Sectional StudiesDemographyFemaleHealth SurveysHumansIndonesiaPregnancySocioeconomic Factorsepidemiologyhealth services administration & managementobstetrics

Identifiers

PMID34020977
PMCPMC8144035

What OpenQuestion holds

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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.