技术协会 增强学习资源的使用与评估结果
Karen M Scott1,2, Meena Rattan1, Deborah O'Mara2
1Specialty of Child and Adolescent Health, The University of Sydney, Sydney, Australia.
The clinical teacher
|December 9, 2025
概括
儿科医学的技术增强学习 (TEL) 模式揭示了三个学生群体:高成绩的"良心",平衡的"精明"和扎的"边界". 这突出了TEL的特点.
科学领域:
- 医学教育 医学教育
- 学习分析学习分析
- 儿科医学 儿科医学
背景情况:
- 技术增强学习 (TEL) 提供了诸如知识巩固和积极学习等好处.
- 关于广泛使用TEL如何影响临床轮换评估的数据有限.
- 学习分析可以调查TEL使用模式及其与学生成果的关联.
研究的目的:
- 调查技术增强学习 (TEL) 在儿科医学术语中的使用模式.
- 检查TEL使用模式,学生特征和评估结果之间的关联.
- 根据TEL参与和学业成绩,确定不同的学生个人资料.
主要方法:
- 从266名学生的虚拟学习环境日志中提取了TEL使用数据.
- 使用主要组件分析将38个措施减少到12个独立的TEL总结措施.
- 应用K-means集群分析以确定TEL使用模式,并使用千平方和ANOVA分析差异.
主要成果:
- 确定了三种不同的TEL使用模式:"认真" (高使用量,高结果),"精明" (选择性使用,好结果) 和"边界" (低使用量,低结果).
- "良心"集群有更多的女性和国际学生; "边境"集群有更多的男性和国内学生.
- 集群之间的人口差异在统计学上并不显著 (p > 0.05).
结论:
- 三种技术增强学习 (TEL) 使用模式与儿科轮换中的评估结果相关.
- 审查TEL使用情况可以促进早期识别面临学术困难风险的学生.
- 建议将学习分析集成到教育计划中,以获得反和资源评估.
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