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dc.contributor.authorMatos, Jasonen_US
dc.contributor.authorPetri, Camille R.en_US
dc.contributor.authorMukamal, Kenneth J.en_US
dc.contributor.authorVanka, Anitaen_US
dc.date.accessioned2017-11-21T20:45:17Z
dc.date.issued2017en_US
dc.identifier.citationMatos, Jason, Camille R. Petri, Kenneth J. Mukamal, and Anita Vanka. 2017. “Spaced education in medical residents: An electronic intervention to improve competency and retention of medical knowledge.” PLoS ONE 12 (7): e0181418. doi:10.1371/journal.pone.0181418. http://dx.doi.org/10.1371/journal.pone.0181418.en
dc.identifier.issnen
dc.identifier.urihttp://nrs.harvard.edu/urn-3:HUL.InstRepos:34375272
dc.description.abstractBackground: Spaced education is a novel method that improves medical education through online repetition of core principles often paired with multiple-choice questions. This model is a proven teaching tool for medical students, but its effect on resident learning is less established. We hypothesized that repetition of key clinical concepts in a “Clinical Pearls” format would improve knowledge retention in medical residents. Methods: This study investigated spaced education with particular emphasis on using a novel, email-based reinforcement program, and a randomized, self-matched design, in which residents were quizzed on medical knowledge that was either reinforced or not with electronically-administered spaced education. Both reinforced and non-reinforced knowledge was later tested with four quizzes. Results: Overall, respondents incorrectly answered 395 of 1008 questions (0.39; 95% CI, 0.36–0.42). Incorrect response rates varied by quiz (range 0.34–0.49; p = 0.02), but not significantly by post-graduate year (PGY1 0.44, PGY2 0.33, PGY3 0.38; p = 0.08). Although there was no evidence of benefit among residents (RR = 1.01; 95% CI, 0.83–1.22; p = 0.95), we observed a significantly lower risk of incorrect responses to reinforced material among interns (RR = 0.83, 95% CI, 0.70–0.99, p = 0.04). Conclusions: Overall, repetition of Clinical Pearls did not statistically improve test scores amongst junior and senior residents. However, among interns, repetition of the Clinical Pearls was associated with significantly higher test scores, perhaps reflecting their greater attendance at didactic sessions and engagement with Clinical Pearls. Although the study was limited by a low response rate, we employed test and control questions within the same quiz, limiting the potential for selection bias. Further work is needed to determine the optimal spacing and content load of Clinical Pearls to maximize retention amongst medical residents. This particular protocol of spaced education, however, was unique and readily reproducible suggesting its potential efficacy for intern education within a large residency program.en
dc.language.isoen_USen
dc.publisherPublic Library of Scienceen
dc.relation.isversionofdoi:10.1371/journal.pone.0181418en
dc.relation.hasversionhttp://www.ncbi.nlm.nih.gov/pmc/articles/PMC5536283/pdf/en
dash.licenseLAAen_US
dc.subjectMedicine and Health Sciencesen
dc.subjectPediatricsen
dc.subjectBiology and Life Sciencesen
dc.subjectNeuroscienceen
dc.subjectCognitive Scienceen
dc.subjectCognitive Psychologyen
dc.subjectLearningen
dc.subjectHuman Learningen
dc.subjectPsychologyen
dc.subjectSocial Sciencesen
dc.subjectLearning and Memoryen
dc.subjectSociologyen
dc.subjectEducationen
dc.subjectLecturesen
dc.subjectMedical Educationen
dc.subjectMedical Humanitiesen
dc.subjectSurgical and Invasive Medical Proceduresen
dc.subjectPediatric Surgeryen
dc.subjectAgricultureen
dc.subjectAnimal Productsen
dc.subjectPearlsen
dc.subjectEarth Sciencesen
dc.subjectMineralogyen
dc.subjectMineralsen
dc.subjectGemstonesen
dc.subjectSurvey Researchen
dc.subjectSurveysen
dc.subjectPhysical Sciencesen
dc.subjectMathematicsen
dc.subjectStatistics (Mathematics)en
dc.subjectConfidence Intervalsen
dc.titleSpaced education in medical residents: An electronic intervention to improve competency and retention of medical knowledgeen
dc.typeJournal Articleen_US
dc.description.versionVersion of Recorden
dc.relation.journalPLoS ONEen
dash.depositing.authorMatos, Jasonen_US
dc.date.available2017-11-21T20:45:17Z
dc.identifier.doi10.1371/journal.pone.0181418*
dash.contributor.affiliatedMukamal, Kenneth
dash.contributor.affiliatedMatos, Jason
dash.contributor.affiliatedVanka, Anita
dash.contributor.affiliatedPetri, Camille


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