{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,5,25]],"date-time":"2022-05-25T12:42:46Z","timestamp":1653482566686},"reference-count":0,"publisher":"IOS Press","license":[{"start":{"date-parts":[[2022,5,25]],"date-time":"2022-05-25T00:00:00Z","timestamp":1653436800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,5,25]]},"abstract":"<jats:p>Dental caries management requires individualized follow-up and prophylaxis based on patients\u2019 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\u2019s test. A two-tailed P value \u22640.05 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.<\/jats:p>","DOI":"10.3233\/shti220438","type":"book-chapter","created":{"date-parts":[[2022,5,25]],"date-time":"2022-05-25T12:13:28Z","timestamp":1653480808000},"source":"Crossref","is-referenced-by-count":0,"title":["Suitability of Reusing Pre-Doctoral Student Activity Data from an Educational Information System for Quality Measures of Caries Risk"],"prefix":"10.3233","author":[{"given":"Benoit","family":"Ballester","sequence":"first","affiliation":[{"name":"P\u00f4le d\u2019Odontologie, Assistance Publique des H\u00f4pitaux de Marseille, France"},{"name":"Aix Marseille Univ, INSERM, IRD, SESSTIM, Sciences Economiques & Sociales de la Sant\u00e9 & Traitement de l\u2019Information M\u00e9dicale, ISSPAM, Marseille, France"}]},{"given":"Estelle","family":"Casazza","sequence":"additional","affiliation":[{"name":"P\u00f4le d\u2019Odontologie, Assistance Publique des H\u00f4pitaux de Marseille, France"}]},{"given":"Fr\u00e9d\u00e9ric","family":"Bukiet","sequence":"additional","affiliation":[{"name":"P\u00f4le d\u2019Odontologie, Assistance Publique des H\u00f4pitaux de Marseille, France"},{"name":"Aix Marseille Univ, CNRS, ISM, Inst Movement Sci, Marseille, France"}]},{"given":"Jean-Charles","family":"Dufour","sequence":"additional","affiliation":[{"name":"Aix Marseille Univ, INSERM, IRD, SESSTIM, Sciences Economiques & Sociales de la Sant\u00e9 & Traitement de l\u2019Information M\u00e9dicale, ISSPAM, Marseille, France"},{"name":"APHM, H\u00f4pital de la Timone, Service Biostatistique et Technologies de l\u2019Information et de la Communication, Marseille, France"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","Challenges of Trustable AI and Added-Value on Health"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI220438","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,25]],"date-time":"2022-05-25T12:13:32Z","timestamp":1653480812000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI220438"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,5,25]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti220438","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,5,25]]}}}