Additional Investigations and Referrals by Primary Care Physicians in Uncertain Clinical Situations: Cross-Sectional Study Using Virtual Patient–Based Scenarios

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Authors: Mathieu Lorenzo, Thierry Pelaccia, Emmanuel Triby, YUNUS SAİM CAVİT CAN, Romain Krider, Hubert Maisonneuve, Nicolás Fernández
Cited by: 1
References: 52

Abstract

Background: Uncertainty affects at least 20% of primary care consultations, possibly leading primary care physicians to order additional investigations or referrals, affecting cost-effectiveness and patient safety. Experience is a key determinant in making these orders, along with anxiety or physicians' reactions to uncertainty. Past studies addressing the links between experience and additional investigations and referrals in uncertain situations have used questionnaires, database analyses, or interviews with general practitioners, but no study has used fully standardized conditions. Objective: This study aimed to examine the association between experience and orders for additional investigations and referrals in uncertain situations using a standardized virtual patient simulation. Methods: A cross-sectional study was conducted with 40 physicians stratified by sex and experience (

Fields of Study & Subjects

Clinical Reasoning and Diagnostic Skills Healthcare cost quality practices Patient-Provider Communication in Healthcare

Publication details

Journal / source
JMIR Formative Research
Publisher
JMIR Publications Inc.
Volume
10
Pages
e71717–e71717
Publication date
30 March 2026
Language
EN