Repeated testing improves achievement in a blended learning approach for risk competence training of medical students: results of a randomized controlled trial

Abstract Background Adequate estimation and communication of risks is a critical competence of physicians. Due to an evident lack of these competences, effective training addressing risk competence during medical education is needed. Test-enhanced learning has been shown to produce marked effects on...

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Main Authors: C. Spreckelsen, J. Juenger
Format: Article
Language:English
Published: BMC 2017-09-01
Series:BMC Medical Education
Online Access:http://link.springer.com/article/10.1186/s12909-017-1016-y
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spelling doaj-1b88522124dc4018bf00f6639ee209f52020-11-25T03:40:11ZengBMCBMC Medical Education1472-69202017-09-0117111010.1186/s12909-017-1016-yRepeated testing improves achievement in a blended learning approach for risk competence training of medical students: results of a randomized controlled trialC. Spreckelsen0J. Juenger1Department of Medical Informatics, Medical Faculty, RWTH Aachen UniversityDepartment of Psychosomatic and General Internal Medicine, University of HeidelbergAbstract Background Adequate estimation and communication of risks is a critical competence of physicians. Due to an evident lack of these competences, effective training addressing risk competence during medical education is needed. Test-enhanced learning has been shown to produce marked effects on achievements. This study aimed to investigate the effect of repeated tests implemented on top of a blended learning program for risk competence. Methods We introduced a blended-learning curriculum for risk estimation and risk communication based on a set of operationalized learning objectives, which was integrated into a mandatory course “Evidence-based Medicine” for third-year students. A randomized controlled trial addressed the effect of repeated testing on achievement as measured by the students’ pre- and post-training score (nine multiple-choice items). Basic numeracy and statistical literacy were assessed at baseline. Analysis relied on descriptive statistics (histograms, box plots, scatter plots, and summary of descriptive measures), bootstrapped confidence intervals, analysis of covariance (ANCOVA), and effect sizes (Cohen’s d, r) based on adjusted means and standard deviations. Results All of the 114 students enrolled in the course consented to take part in the study and were assigned to either the intervention or control group (both: n = 57) by balanced randomization. Five participants dropped out due to non-compliance (control: 4, intervention: 1). Both groups profited considerably from the program in general (Cohen’s d for overall pre vs. post scores: 2.61). Repeated testing yielded an additional positive effect: while the covariate (baseline score) exhibits no relation to the post-intervention score, F(1, 106) = 2.88, p > .05, there was a significant effect of the intervention (repeated tests scenario) on learning achievement, F(1106) = 12.72, p < .05, d = .94, r = .42 (95% CI: [.26, .57]). However, in the subgroup of participants with a high initial numeracy score no similar effect could be observed. Conclusion Dedicated training can improve relevant components of risk competence of medical students. An already promising overall effect of the blended learning approach can be improved significantly by implementing a test-enhanced learning design, namely repeated testing. As students with a high initial numeracy score did not profit equally from repeated testing, target-group specific opt-out may be offered.http://link.springer.com/article/10.1186/s12909-017-1016-y
collection DOAJ
language English
format Article
sources DOAJ
author C. Spreckelsen
J. Juenger
spellingShingle C. Spreckelsen
J. Juenger
Repeated testing improves achievement in a blended learning approach for risk competence training of medical students: results of a randomized controlled trial
BMC Medical Education
author_facet C. Spreckelsen
J. Juenger
author_sort C. Spreckelsen
title Repeated testing improves achievement in a blended learning approach for risk competence training of medical students: results of a randomized controlled trial
title_short Repeated testing improves achievement in a blended learning approach for risk competence training of medical students: results of a randomized controlled trial
title_full Repeated testing improves achievement in a blended learning approach for risk competence training of medical students: results of a randomized controlled trial
title_fullStr Repeated testing improves achievement in a blended learning approach for risk competence training of medical students: results of a randomized controlled trial
title_full_unstemmed Repeated testing improves achievement in a blended learning approach for risk competence training of medical students: results of a randomized controlled trial
title_sort repeated testing improves achievement in a blended learning approach for risk competence training of medical students: results of a randomized controlled trial
publisher BMC
series BMC Medical Education
issn 1472-6920
publishDate 2017-09-01
description Abstract Background Adequate estimation and communication of risks is a critical competence of physicians. Due to an evident lack of these competences, effective training addressing risk competence during medical education is needed. Test-enhanced learning has been shown to produce marked effects on achievements. This study aimed to investigate the effect of repeated tests implemented on top of a blended learning program for risk competence. Methods We introduced a blended-learning curriculum for risk estimation and risk communication based on a set of operationalized learning objectives, which was integrated into a mandatory course “Evidence-based Medicine” for third-year students. A randomized controlled trial addressed the effect of repeated testing on achievement as measured by the students’ pre- and post-training score (nine multiple-choice items). Basic numeracy and statistical literacy were assessed at baseline. Analysis relied on descriptive statistics (histograms, box plots, scatter plots, and summary of descriptive measures), bootstrapped confidence intervals, analysis of covariance (ANCOVA), and effect sizes (Cohen’s d, r) based on adjusted means and standard deviations. Results All of the 114 students enrolled in the course consented to take part in the study and were assigned to either the intervention or control group (both: n = 57) by balanced randomization. Five participants dropped out due to non-compliance (control: 4, intervention: 1). Both groups profited considerably from the program in general (Cohen’s d for overall pre vs. post scores: 2.61). Repeated testing yielded an additional positive effect: while the covariate (baseline score) exhibits no relation to the post-intervention score, F(1, 106) = 2.88, p > .05, there was a significant effect of the intervention (repeated tests scenario) on learning achievement, F(1106) = 12.72, p < .05, d = .94, r = .42 (95% CI: [.26, .57]). However, in the subgroup of participants with a high initial numeracy score no similar effect could be observed. Conclusion Dedicated training can improve relevant components of risk competence of medical students. An already promising overall effect of the blended learning approach can be improved significantly by implementing a test-enhanced learning design, namely repeated testing. As students with a high initial numeracy score did not profit equally from repeated testing, target-group specific opt-out may be offered.
url http://link.springer.com/article/10.1186/s12909-017-1016-y
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