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重复测试可提高医学生风险能力混合式学习方法培训中的成绩:一项随机对照试验的结果。

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

机构信息

Department of Medical Informatics, Medical Faculty, RWTH Aachen University, Pauwelsstr. 30, 52074, Aachen, Germany.

Department of Psychosomatic and General Internal Medicine, University of Heidelberg, Im Neuenheimer Feld 410, Heidelberg, 69120, Germany.

出版信息

BMC Med Educ. 2017 Sep 26;17(1):177. doi: 10.1186/s12909-017-1016-y.

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.

摘要

背景

充分评估和沟通风险是医生的一项关键能力。由于缺乏这些能力,医学教育需要进行有效的风险能力培训。测试增强学习已被证明对成绩有显著影响。本研究旨在探讨在混合学习计划基础上实施重复测试对风险能力的影响。

方法

我们引入了一种基于一套可操作的学习目标的风险估计和风险沟通混合学习课程,该课程整合到面向三年级学生的必修课程“循证医学”中。一项随机对照试验通过学生培训前后的分数(9 个多项选择题)来衡量重复测试对成绩的影响。在基线时评估基本的计算能力和统计素养。分析依赖于描述性统计(直方图、箱线图、散点图和描述性测量总结)、引导置信区间、协方差分析(ANCOVA)和基于调整均值和标准差的效应量(Cohen's d、r)。

结果

所有参加该课程的 114 名学生都同意参加研究,并通过平衡随机分配被分配到干预组或对照组(均为 n=57)。由于不遵守规定,有 5 名参与者退出(对照组:4 名,干预组:1 名)。两组学生普遍从该课程中获益匪浅(整体前后分数的 Cohen's d:2.61)。重复测试产生了额外的积极效果:虽然协变量(基线分数)与干预后分数无关,F(1, 106)=2.88, p>.05,但干预(重复测试情景)对学习成绩有显著影响,F(1106)=12.72, p<.05,d=0.94, r=0.42(95%CI:[0.26, 0.57])。然而,在初始计算能力得分较高的参与者亚组中,没有观察到类似的效果。

结论

专门的培训可以提高医学生相关风险能力的组成部分。通过实施测试增强学习设计,即重复测试,可以显著提高混合学习方法已经很有希望的总体效果。由于初始计算能力得分较高的学生不能平等地从重复测试中受益,因此可能会提供针对特定目标群体的选择退出机会。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/68f0/5615441/79106ea0477d/12909_2017_1016_Fig1_HTML.jpg

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