Observational studyJAMA network open2021
Evaluation of Hospital Cesarean Delivery-Related Profits and Rates in the United States.
Observational study in JAMA network open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05679323 (The Effect of Early Versus Traditional Hospital Discharge on Activities of Daily Livingfor Women Undergoing Elective Cesarean Section.An Observational Cohort Study.), which is not on this map. Cited by 15 papers.
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.
The Effect of Early Versus Traditional Hospital Discharge on Activities of Daily Livingfor Women Undergoing Elective Cesarean Section.An Observational Cohort Study.
Who cites it
15 citing papers in PubMed, 31 citations in OpenAlex.
- Predicting Cesarean Section Delivery in the United States Using Machine Learning: Population-Based Retrospective Study.JMIR formative research · 2026Article
- Supply of interventional cardiologists and the provision of lower-value Percutaneous Coronary Interventions (PCI).PloS one · 2026Article
- Using linked data to explore medical complications associated with Robson classification of cesarean deliveries in Massachusetts, 2011 to 2018.AJOG global reports · 2025Article
- Chorioamnionitis, Cesarean Deliveries, and Racial Disparities in the USA.Journal of racial and ethnic health disparities · 2025Article
- Rural-urban and racial differences in cesarean deliveries before and during the COVID-19 pandemic in South Carolina.Midwifery · 2024Article
- Retaining the perinatal care workforce: Lessons learned from experienced physicians who no longer attend deliveries.Health services research · 2024Article
- How does hospital organisation influence the use of caesarean sections in low- and middle-income countries? A cross-sectional survey in Argentina, Burkina Faso, Thailand and Vietnam for the QUALI-DEC project.BMC pregnancy and childbirth · 2024Article
- The Effect of Obesity and Pregnancy Weight Gain on Maternal and Child Health.Journal of obesity · 2024Article
- Individual and community-level factors associated with caesarean section in Haiti: secondary analysis of data from the 2016-2017 Haitian Demographic and Health Survey.Tropical medicine and health · 2023Article
- Analysis of Obstetric Outcomes by Hospital Location, Volume, and Teaching Status Associated With Non-Medically Indicated Induction of Labor at 39 Weeks.JAMA network open · 2023Article
- "Journal of patient experience · 2023Article
- Drug Allergy Delabeling Programs: Recent Strategies and Targeted Populations.Clinical reviews in allergy & immunology · 2022Review
- Article
- Cesarean delivery on maternal request and its influencing factors in Chongqing, China.BMC pregnancy and childbirth · 2021Article
- Relationship between nurse staffing during labor and cesarean birth rates in U.S. hospitals.Nursing outlookArticle
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 3 institutions in 1 country.
Funding
Abstract
Importance: A high cesarean delivery rate in US hospitals indicates the potential overuse of this procedure; however, underlying causes of the excessive use of cesarean procedures in the US have not been fully understood. Objective: To investigate the association between the probability of cesarean delivery at the patient-level and profit per procedure from cesarean deliveries. Design, Setting, and Participants: This observational, cross-sectional study used a nationally representative sample of hospital discharge data from women at low risk for cesarean birth who delivered newborns between 2010 and 2014 in the US. Data were gathered from the Nationwide Readmissions Database from the Healthcare Cost and Utilization Project, compiled by the Agency for Healthcare Research and Quality. Data cleaning and analyses were conducted between August 2019 and May 2020. Exposures: Hospital-level median value of profits from cesarean deliveries, defined as the difference between the charge and the cost for cesarean delivery calculated for each hospital. Main Outcomes and Measures: Our primary outcome was the individual-level probability of undergoing a cesarean delivery. We examined the association with the hospital-level median value of profits per procedure for cesarean delivery (defined as the difference between the charge and the cost for cesarean delivery) using hierarchical regression models adjusted for patient and hospital characteristics and year-fixed effects. Results: A total of 13 215 853 deliveries were included in our analyses (mean [SE] age, 27.4 [0] years), of which 2 202 632 (16.7%) were cesarean deliveries. After adjusting for potential confounders, pregnant women were more likely to have a cesarean birth when they delivered at hospitals with higher profits per procedure from cesarean deliveries. Women cared for at hospitals with the highest (adjusted odds ratio, 1.08; 95% CI, 1.02-1.14; P = .005) and second-highest profit quartiles (adjusted odds ratio, 1.07; 95% CI, 1.02-1.13; P = .007) had higher probabilities of a cesarean delivery compared with those cared for at hospitals in the lowest profit quartile. Conclusions and Relevance: In this cross-sectional study of US nationally representative hospital discharge data, hospitals with higher profits per cesarean procedure were associated with an increased probability of delivering newborns through cesarean birth. These findings highlight the potential influence financial incentives play in determining a high cesarean delivery rate in the US.
Indexed as
Identifiers
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.