Evidence map›Paper›PMID 40184147›Full record

ArticleMedicine2025

How cesarean section rates can be reduced through an effective financial strategy: A protocol for systematic review.

Dianita Sugiyo, Ioannis Kyvernitakis, Franz Bahlmann, Dörthe Brüggmann, Ammar Al Naimi

Abstract read
In one paragraph

Article in Medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

5 authors.

Dianita SugiyoClinic for Gynecology and Obstetrics, Medical Faculty, Philipps University of Marburg, Marburg, Germany.ORCID 0000-0002-0793-9382
Ioannis KyvernitakisClinic for Gynecology and Obstetrics, Medical Faculty, Philipps University of Marburg, Marburg, Germany.
Franz BahlmannDepartment of Obstetrics and Gynaecology, Bürgerhospital-Dr. Senckenbergische Stiftung, Frankfurt am Main, Germany.
Dörthe BrüggmannDepartment of Obstetrics and Gynaecology, University Hospital, Goethe University Frankfurt am Main, Frankfurt, Germany.
Ammar Al NaimiDepartment of Obstetrics and Gynaecology, Bürgerhospital-Dr. Senckenbergische Stiftung, Frankfurt am Main, Germany.

Funding

Universitas Muhammadiyah Yogyakarta, Indonesia
6 · The paper itself

Abstract

backgroundThe incidence of cesarean section (c-section) has been increasing after the introduction of national health coverage. There is potential evidence that unnecessary c-sections can be reduced through an effective financial strategy, which would make it possible to increase health equity in the future. Consistent with global trends, the rate of c-section in Indonesia increased from 1.6% in 1991 to 17.6% in 2017, while the World Health Organization standard rate is 10% to 15%. This study aims to explore and analyze strategies to reduce c-section rates and to report evidence-based research on an effective financial strategy model for reducing these rates.

methodsWe used a systematic review framework involving electronic databases including PubMed, ProQuest, and ScienceDirect. The following literature search terms were used: "cost-benefit analysis," "universal health care," "cost controls," "health expenditures," "out-of-pocket expenses," "c-section," and "abdominal delivery." The Joanna Briggs Institute critical appraisal checklist was used to independently assess the methodological quality. The findings were compiled using a meta-aggregation approach to summarize quantitative analysis results potentially based on different methodologies.

resultsAmong 883 database records, 26 studies were retained for full-text review. C-section risk factors, the role of financial system evaluation, and the application of the clinical audit cycles with assessments using Robson classification were discussed in the included papers. Several studies highlighted the crucial function of evaluating reward reimbursement schemes, suggesting that decreased c-section rates and other maternal-neonatal outcomes should be used as indicators. DISCUSSION: This study identified an evidence base that suggests using Robson classification in clinical audit cycles to reduce c-section rates and avoid unnecessary c-sections. The other proposals for decreasing the rate were mainly focused on financial and nonfinancial strategies applied nationally and locally in hospital settings.

Indexed as

Cesarean SectionCost-Benefit AnalysisFemaleHealth ExpendituresHumansIndonesiaPregnancySystematic Reviews as Topic

Identifiers

PMID40184147
PMCPMC11709202

What OpenQuestion holds

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LicenceCC BY-NC
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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.