ArticlePLoS medicine2014
Maternal clinical diagnoses and hospital variation in the risk of cesarean delivery: analyses of a National US Hospital Discharge Database.
Article in PLoS medicine, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers, 1 of them a synthesis that pooled it.
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38 citing papers in PubMed, 1 synthesis or guideline pooled it, 99 citations in OpenAlex.
- Caesarean section in uninsured women in the USA: systematic review and meta-analysis.BMJ open · 2019Pooled it
- Impact of an educational program and decision tool on choice of maternity hospital: the delivery decisions randomized clinical trial.BMC pregnancy and childbirth · 2022Trial
- Does comparing cesarean delivery rates influence women's choice of obstetric hospital?The American journal of managed care · 2019Trial
- Understanding Consumer Perceptions and Awareness of Hospital-Based Maternity Care Quality Measures.Health services research · 2016Trial
- Cardiovascular-Related Maternal Mortality.Obstetrics and gynecology · 2026Review
- Examining Racial and Ethnic Disparities in Low-Risk Cesarean Section Deliveries in the Colorado Healthy Start Study.Journal of racial and ethnic health disparities · 2026Article
- What Is the Safest Population-Level Caesarean Delivery Rate? A National Cohort Study Using Natural Variation.BJOG : an international journal of obstetrics and gynaecology · 2025Article
- Intersectional inequities in maternal mortality: Examining the compounded risks for black birthing individuals with physical disabilities.Disability and health journal · 2025Article
- Article
- Breastfeeding Intention and Breastfeeding Postpartum Outcomes between High-Risk and Low-Risk Pregnant Women: A Greek Prospective Cohort Study.International journal of environmental research and public health · 2024Article
- Reducing inpatient opioid consumption after caesarean delivery: effects of an opioid stewardship programme and racial impact in a community hospital.BMJ open quality · 2024Article
- Outcomes of Childbirth Education for Women With Pregnancy Complications.The Journal of perinatal education · 2023Article
- Hospital variations in caesarean delivery rates: An analysis of national data in China, 2016-2020.Journal of global health · 2023Article
- Inequalities in cesarean births between American Indian & Alaska Native people and White people.Health services research · 2023Article
- Evaluation of Cesarean Rates for Term, Singleton, Live Vertex Deliveries in China in 2020 Among Women With No Prior Cesarean Delivery.JAMA network open · 2023Article
- Improving communication and teamwork during labor: A feasibility, acceptability, and safety study.Birth (Berkeley, Calif.) · 2022Article
- Implementation strategies within a complex environment: A qualitative study of a shared decision-making intervention during childbirth.Birth (Berkeley, Calif.) · 2022Article
- Article
- Variation in use of Caesarean section in Norway: An application of spatio-temporal Gaussian random fields.Scandinavian journal of public health · 2021Article
- Evaluating the impact of a standardized induction protocol to reduce adverse perinatal outcomes: a prospective cohort study.The journal of maternal-fetal & neonatal medicine : the official journal of the European Association of Perinatal Medicine, the Federation of Asia and Oceania Perinatal Societies, the International Society of Perinatal Obstetricians · 2021Article
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3 authors at 2 institutions in 1 country.
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Abstract
backgroundCesarean delivery is the most common inpatient surgery in the United States, where 1.3 million cesarean sections occur annually, and rates vary widely by hospital. Identifying sources of variation in cesarean use is crucial to improving the consistency and quality of obstetric care. We used hospital discharge records to examine the extent to which variability in the likelihood of cesarean section across US hospitals was attributable to individual women's clinical diagnoses. METHODS AND
findingsUsing data from the 2009 and 2010 Nationwide Inpatient Sample from the Healthcare Cost and Utilization Project--a 20% sample of US hospitals--we analyzed data for 1,475,457 births in 1,373 hospitals. We fitted multilevel logistic regression models (patients nested in hospitals). The outcome was cesarean (versus vaginal) delivery. Covariates included diagnosis of diabetes in pregnancy, hypertension in pregnancy, hemorrhage during pregnancy or placental complications, fetal distress, and fetal disproportion or obstructed labor; maternal age, race/ethnicity, and insurance status; and hospital size and location/teaching status. The cesarean section prevalence was 22.0% (95% confidence interval 22.0% to 22.1%) among women with no prior cesareans. In unadjusted models, the between-hospital variation in the individual risk of primary cesarean section was 0.14 (95% credible interval 0.12 to 0.15). The difference in the probability of having a cesarean delivery between hospitals was 25 percentage points. Hospital variability did not decrease after adjusting for patient diagnoses, socio-demographics, and hospital characteristics (0.16 [95% credible interval 0.14 to 0.18]). A limitation is that these data, while nationally representative, did not contain information on parity or gestational age.
conclusionsVariability across hospitals in the individual risk of cesarean section is not decreased by accounting for differences in maternal diagnoses. These findings highlight the need for more comprehensive or linked data including parity and gestational age as well as examination of other factors-such as hospital policies, practices, and culture--in determining cesarean section use. Please see later in the article for the Editors' Summary.
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