Evidence map›Paper›PMID 33739430›Full record

Observational studyJAMA network open2021

Evaluation of Hospital Cesarean Delivery-Related Profits and Rates in the United States.

Rie Sakai-Bizmark, Michael G Ross, Dennys Estevez, Lauren E M Bedel, Emily H Marr, Yusuke Tsugawa

Registry-linked trialOpen access · goldAbstract readMulticenter StudyObservational Study
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
3.9field-weighted citation impact, top 6% of its field
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.

NCT05679323 completednot on this mapstarted 2022, after this paper: background citation

The Effect of Early Versus Traditional Hospital Discharge on Activities of Daily Livingfor Women Undergoing Elective Cesarean Section.An Observational Cohort Study.

TypeobservationalSponsorAin Shams Maternity HospitalRan2022 to 2022Enrolled158ConditionsEarly Discharge of Patients After Cesarean SectionArmsKATZ index of independence in activities of daily living
3 · Its place in the literature

Who cites it

15 citing papers in PubMed, 31 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Chorioamnionitis, Cesarean Deliveries, and Racial Disparities in the USA.Journal of racial and ethnic health disparities · 2025
    Article
  5. Article
  6. Article
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  9. Article
  10. Article
  11. "Journal of patient experience · 2023
    Article
  12. Review
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  15. 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

6 authors at 3 institutions in 1 country.

Rie Sakai-BizmarkLundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, California.
Michael G RossLundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, California.
Dennys EstevezLundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, California.
Lauren E M BedelLundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, California.
Emily H MarrLundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, California.
Yusuke TsugawaDivision of General Internal Medicine and Health Services Research, David Geffen School of Medicine, University of California, Los Angeles.
UCLA Medical Center · USHarbor–UCLA Medical Center · USUniversity of California, Los Angeles · US

Funding

Newborn Screening for Critical Congenital Heart Disease in U.S.: Assessment of implementation obstacles and application of cost-effectiveness to gauge if action needed for improved implementationK01HL141697 · NHLBI · LUNDQUIST INSTITUTE FOR BIOMEDICAL INNOVATION AT HARBOR-UCLA MEDICAL CENTER · PI SAKAI-BIZMARK, RIE · 2018 to 2022
$688k
NHLBI NIH HHS K01 HL141697
6 · The paper itself

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

AdultCesarean SectionCross-Sectional StudiesData ManagementFemaleHospitals, PrivateHumansPregnancyRetrospective StudiesRisk FactorsUnited States

Identifiers

PMID33739430
PMCPMC7980096
OpenAlexW3136554124

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.