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Bibliographic Details
Main Authors: Klein, Ashley, Raff, Edward, DesJardin, Marcia
Format: Preprint
Published: 2026
Subjects:
Online Access:https://arxiv.org/abs/2601.10089
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Table of Contents:
  • The meta-analysis's utility is dependent on previous studies having accurately captured the variables of interest, but in medical studies, a key decision variable that impacts a physician's decisions was not captured. This results in an unknown effect size and unreliable conclusions. A Bayesian approach may allow analysis to determine if the claim of a positive effect is still warranted, and we build a Bayesian approach to this common medical scenario. To demonstrate its utility, we assist professional OBGYNs in evaluating Trial of Labor After a Cesarean-section (TOLAC) situations where few interventions are available for patients and find the support needed for physicians to advance patient care.