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Exploratory study: Evaluation of a symptom checker effectiveness for providing a diagnosis and evaluating the situation emergency compared to emergency physicians using simulated and standardized patients

Laure Abensur Vuillaume, Julien Turpinier, Lauriane Cipolat, Arnaud-Dépil-Duval, Thomas Dumontier, Nicolas Peschanski, Yann Kieffer, Boris Barbat, Thomas Riquier, Vincent Dinot, Joris Galland

2023PLoS ONE13 citationsDOIOpen Access PDF

Abstract

BACKGROUND: The overloading of health care systems is an international problem. In this context, new tools such as symptom checker (SC) are emerging to improve patient orientation and triage. This SC should be rigorously evaluated and we can take a cue from the way we evaluate medical students, using objective structured clinical examinations (OSCE) with simulated patients. OBJECTIVE: The main objective of this study was to evaluate the efficiency of a symptom checker versus emergency physicians using OSCEs as an assessment method. METHODS: We explored a method to evaluate the ability to set a diagnosis and evaluate the emergency of a situation with simulation. A panel of medical experts wrote 220 simulated patients cases. Each situation was played twice by an actor trained to the role: once for the SC, then for an emergency physician. Like a teleconsultation, only the patient's voice was accessible. We performed a prospective non-inferiority study. If primary analysis had failed to detect non-inferiority, we have planned a superiority analysis. RESULTS: The SC established only 30% of the main diagnosis as the emergency physician found 81% of these. The emergency physician was also superior compared to the SC in the suggestion of secondary diagnosis (92% versus 52%). In the matter of patient triage (vital emergency or not), there is still a medical superiority (96% versus 71%). We prove a non-inferiority of the SC compared to the physician in terms of interviewing time. CONCLUSIONS AND RELEVANCE: We should use simulated patients instead of clinical cases in order to evaluate the effectiveness of SCs.

Topics & Concepts

Emergency departmentMedicineMedical emergencyMedical physicsEmergency medicineComputer scienceNursingElectronic Health Records SystemsArtificial Intelligence in Healthcare and EducationClinical Reasoning and Diagnostic Skills