SynthesisPloS one2014
A systematic review of the Robson classification for caesarean section: what works, doesn't work and how to improve it.
Synthesis in PloS one, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 92 papers, 6 of them syntheses that pooled 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.
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.
Analysis of Caesarean Section Rate According to the 10 Group Robson Classification; A Multicenter Prospective Study in Egypt
Translation and Validation Into French of a Maternal Satisfaction Scale Following a Cesarean Section
Who cites it
92 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- Correlation Between Previous Caesarean Section and Adverse Maternal Outcomes Accordingly With Robson Classification: Systematic Review and Meta-Analysis.Frontiers in medicine · 2021Pooled it
- Prevalence of and reasons for women's, family members', and health professionals' preferences for cesarean section in China: A mixed-methods systematic review.PLoS medicine · 2018Pooled it
- Audit and feedback using the Robson classification to reduce caesarean section rates: a systematic review.BJOG : an international journal of obstetrics and gynaecology · 2018Pooled it
- Pooled it
- What is the optimal rate of caesarean section at population level? A systematic review of ecologic studies.Reproductive health · 2015Pooled it
- A systematic review of the Robson classification for caesarean section: what works, doesn't work and how to improve it.PloS one · 2014Pooled it
- Implementation of Robson's ten-group classification system for cesarean section rates at a tertiary university hospital in Egypt: a prospective study.BMC pregnancy and childbirth · 2026Observational
- Article
- Maternal and neonatal outcomes following emergency cesarean section or operative vaginal delivery for fetal distress in the second stage of labor.BMC pregnancy and childbirth · 2026Article
- BMI-Stratified Risk of Cesarean Delivery Following Labor Induction: A Robson Classification-Based Cohort Study with Predictive Modeling.Journal of clinical medicine · 2026Article
- Analysis of mode of delivery according to race and ethnicity in Brazil: Application of the Robson Classification.International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics · 2026Article
- Effect of an integrated intervention on the availability and completeness of Robson ten group classification system-related data in district hospitals in Bangladesh.Journal of global health · 2026Article
- Cesarean Section Trend in a University Hospital in Thailand.Journal of pregnancy · 2026Article
- Implementation of the Robson classification for caesarean sections in Israel: a 10-year cross-sectional study.Israel journal of health policy research · 2025Article
- Comparative study on caesarian and normal vaginal delivery, Rajshahi Division, Bangladesh.Scientific reports · 2025Article
- Successful Trial of Labor After Two Caesarean Sections (TOLA2C): Analysis of a Delivery Protocol with Feto-Maternal Outcome.Geburtshilfe und Frauenheilkunde · 2025Article
- Reaching caesarean section rates below 15%: experience of a French tertiary maternity using the Robson classification system.Reproductive health · 2025Observational
- Robson Caesarean Calc© App: A User-Friendly Tool for Healthcare Providers.Journal of obstetrics and gynaecology of India · 2025Review
- A Retrospective Analysis of the Robson Classification Implementation in a Tertiary Care Hospital in Serbia.Journal of clinical medicine · 2025Article
- Prevalence and associated factors of caesarean section delivery: analysis from the Nepal Demographic and Health Survey 2022.BMJ open · 2025Article
32 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
backgroundCaesarean sections (CS) rates continue to increase worldwide without a clear understanding of the main drivers and consequences. The lack of a standardized internationally-accepted classification system to monitor and compare CS rates is one of the barriers to a better understanding of this trend. The Robson's 10-group classification is based on simple obstetrical parameters (parity, previous CS, gestational age, onset of labour, fetal presentation and number of fetuses) and does not involve the indication for CS. This classification has become very popular over the last years in many countries. We conducted a systematic review to synthesize the experience of users on the implementation of this classification and proposed adaptations.
methodsFour electronic databases were searched. A three-step thematic synthesis approach and a qualitative metasummary method were used.
results232 unique reports were identified, 97 were selected for full-text evaluation and 73 were included. These publications reported on the use of Robson's classification in over 33 million women from 31 countries. According to users, the main strengths of the classification are its simplicity, robustness, reliability and flexibility. However, missing data, misclassification of women and lack of definition or consensus on core variables of the classification are challenges. To improve the classification for local use and to decrease heterogeneity within groups, several subdivisions in each of the 10 groups have been proposed. Group 5 (women with previous CS) received the largest number of suggestions.
conclusionsThe use of the Robson classification is increasing rapidly and spontaneously worldwide. Despite some limitations, this classification is easy to implement and interpret. Several suggested modifications could be useful to help facilities and countries as they work towards its implementation.
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What OpenQuestion holds
Registered trials
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.