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Suitability of Reusing Pre-Doctoral Student Activity Data from an Educational Information System for Quality Measures of Caries Risk

Authors :
Ballester, Benoit
Casazza, Estelle
Bukiet, Frédéric
Dufour, Jean-Charles
Aix-Marseille Université - Faculté d'odontologie (AMU ODONTO)
Aix Marseille Université (AMU)
Sciences Economiques et Sociales de la Santé & Traitement de l'Information Médicale (SESSTIM - U1252 INSERM - Aix Marseille Univ - UMR 259 IRD)
Institut de Recherche pour le Développement (IRD)-Aix Marseille Université (AMU)-Institut National de la Santé et de la Recherche Médicale (INSERM)
Institut des sciences de la santé publique [Marseille] (ISSPAM)
Anthropologie bio-culturelle, Droit, Ethique et Santé (ADES)
Aix Marseille Université (AMU)-EFS ALPES MEDITERRANEE-Centre National de la Recherche Scientifique (CNRS)
Institut des Sciences du Mouvement Etienne Jules Marey (ISM)
Aix Marseille Université (AMU)-Centre National de la Recherche Scientifique (CNRS)
Biostatistique et technologies de l'information et de la communication (BioSTIC) - [Hôpital de la Timone - APHM] (BiosTIC )
Assistance Publique - Hôpitaux de Marseille (APHM)- Hôpital de la Timone [CHU - APHM] (TIMONE)
Source :
Studies in Health Technology and Informatics, Studies in Health Technology and Informatics, 2022, Studies in Health Technology and Informatics, ⟨10.3233/shti220438⟩
Publication Year :
2022

Abstract

International audience; Dental caries management requires individualized follow-up and prophylaxis based on patients’ caries risk (PCR). In large pre-doctoral clinics, the use of institutional quality measures (QMs) is essential to control the quality of patient follow-up and to evaluate the need for improvement measures. The aim of this retrospective study was to evaluate the suitability of reusing student activity data for the development of QMs of caries risk. Two approaches for predicting PCR using student activity data were evaluated and compared. The first approach used the procedure codes recommended by the Dental Quality Alliance and the second used these same codes along with three educational codes. The sensitivity, specificity, overall accuracy of the two approaches were evaluated. A Receiver Operating Characteristic (ROC) curve analysis was carried out, and the areas under the ROC curve of the two approaches were compared using Delong’s test. A two-tailed P value ≤0.05 was considered statistically significant. While the two approaches were able to correctly predict PCR, the approach using both procedure and educational codes showed better predictive performance. The reuse of student activity data is an easy and robust method for the development of QMs of caries risk that can help improve monitoring and quality of patient care.

Details

ISSN :
18798365 and 09269630
Volume :
294
Database :
OpenAIRE
Journal :
Studies in health technology and informatics
Accession number :
edsair.pmid.dedup....d3d20811c9b9f5aca0e113546746f454