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Updated: May 11, 2026

External Cephalic Version: Is it an Effective and Safe Procedure?
Published on: June 6, 2020
Nonclinical parameters affecting primary cesarean rates in the United States
Shoshana Haberman1, Sumit Saraf1, Jun Zhang2
1Department of Obstetrics and Gynecology, Maimonides Medical Center, Brooklyn, New York.
Objective:
Cesarean is the single most common operation in United States and has reached epidemic proportions in recent decades. Our objective was to study the effect of nonclinical parameters on primary cesarean rates in a large contemporary population.
Study Design:
We designed a retrospective multicenter study using data obtained from electronic medical records from 19 U.S. hospitals between 2005 and 2007 (Consortium on Safe Labor Database), which included 145,764 term, singleton, nonanomalous, vertex, live births that included labor. The impact of nonclinical parameters (patient and provider characteristics, time of delivery, institutional policies, and insurance type) was investigated using modified Poisson regression methodology and classification and regression tree analysis.
Results:
There were 125,517 vaginal and 20,247 cesarean deliveries. Using the multivariable model, the nonclinical parameters with statistical significance for primary cesarean were delivery during evening hours, a male provider, public insurance, and nonwhite race (p < 0.001).
Conclusions:
Cesarean rates are associated with several nonclinical factors. Further investigation into these factors might help to develop strategies to reduce their influence and hence the rates of cesarean.
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