SynthesisBMJ open2017
Caesarean sections and private insurance: systematic review and meta-analysis.
Synthesis in BMJ open, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers, 4 of them syntheses that pooled 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.
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.
Who cites it
37 citing papers in PubMed, 4 syntheses or guidelines pooled it, 67 citations in OpenAlex.
- Association between caesarean birth and childhood acute respiratory infection in low- and middle-income countries: a meta-analysis of population-based data.BMC medicine · 2026Pooled it
- Caesarean sections in teaching hospitals: systematic review and meta-analysis of hospitals in 22 countries.BMJ open · 2021Pooled it
- Caesarean section in uninsured women in the USA: systematic review and meta-analysis.BMJ open · 2019Pooled it
- The effect of the health transformation plan on cesarean section in Iran: a systematic review of the literature.BMC research notes · 2019Pooled it
- The Association Between Experiencing Racial Discrimination and Delivery Method Among Women in the United States, PRAMS 2016-2021.Journal of racial and ethnic health disparities · 2026Article
- Low-risk Cesareans Across the US: A Decomposition of Individual- and County-level Factors by Race/Ethnicity.Journal of racial and ethnic health disparities · 2026Article
- Cesarean section trends in Barrero, Dominican Republic: a community-level analysis of rates, risk factors, and patient motivations.Frontiers in global women's health · 2026Article
- Prevalence and Determinants of Caesarean Section Deliveries in Ghana: A Population-Based Cross-sectional Study.Public health in practice (Oxford, England) · 2025Article
- Understanding delivery type as a mediator in the relationship between insurance type and permanent contraception fulfillment: a mixed-methods multi-site study.Reproductive health · 2025Article
- The impact of neighborhood-level racial and economic segregation on low-risk cesarean delivery among Black, White, and Biracial (Black/White) individuals.BMC pregnancy and childbirth · 2025Article
- Socioeconomic disadvantage and racial/ethnic disparities in low-risk cesarean birth in California.American journal of epidemiology · 2025Article
- How cesarean section rates can be reduced through an effective financial strategy: A protocol for systematic review.Medicine · 2025Article
- The influence of emotional labor and emotional intelligence on cesarean section decision-making among midwives and obstetricians in Kosovo: A cross-sectional study using conjoint analysis.European journal of midwifery · 2025Article
- Prevalence of anxiety and depression and their associated risk factors throughout pregnancy and postpartum: a prospective cross-sectional descriptive multicentred study.BMC pregnancy and childbirth · 2024Article
- Article
- Applying the Modified Ten-Group Robson Classification in a Spanish Tertiary Hospital.Journal of clinical medicine · 2023Article
- Characteristics and differences of strabismus surgeries performed in private versus public settings: a national multicenter study.International ophthalmology · 2023Article
- Inequalities in cesarean births between American Indian & Alaska Native people and White people.Health services research · 2023Article
- Determinants of a high prevalence of cesarean section among women in eastern Uganda.The Pan African medical journal · 2023Article
- Rates of instrumental vaginal birth and cesarean and quality of maternal and newborn health care in private versus public facilities: Results of the IMAgiNE EURO study in 16 countries.International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics · 2022Observational
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 2 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveFinancial incentives associated with private insurance may encourage healthcare providers to perform more caesarean sections. We therefore sought to determine the association of private insurance and odds of caesarean section.
designSystematic review and meta-analysis. DATA SOURCES: MEDLINE, Embase and The Cochrane Library from the first year of records through August 2016. ELIGIBILITY CRITERIA: We included studies that reported data to allow the calculation of OR of caesarean section of privately insured as compared with publicly insured women. OUTCOMES: The prespecified primary outcome was the adjusted OR of births delivered by caesarean section of women covered with private insurance as compared with women covered with public insurance. The prespecified secondary outcome was the crude OR of births delivered by caesarean section of women covered with private insurance as compared with women covered with public insurance.
resultsEighteen articles describing 21 separate studies in 12.9 million women were included in this study. In a meta-analysis of 13 studies, the adjusted odds of delivery by caesarean section was 1.13 higher among privately insured women as compared with women with public insurance coverage (95% CI 1.07 to 1.18) with no relevant heterogeneity between studies (τ
conclusionsCaesarean sections are more likely to be performed in privately insured women as compared with women using public health insurance coverage. Although this effect is small on average and variable in its magnitude, it is present in all analyses we performed.
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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.