认知
可视化
认知负荷
鉴定(生物学)
增强现实
计算机科学
过程(计算)
虚拟显微镜
心理学
空间能力
多媒体
教育技术
人工智能
医学
生物医学工程
教学方法
认知评估系统
组织学
医学教育
人机交互
感知
高等教育
计算机辅助教学
元认知
作者
Ran Xiao,Xiaolei Chen,Xiuli Yang,Di Wu,Yongqiang Ma
摘要
Learning histology requires transforming two-dimensional microscopic images into three-dimensional mental representations, a cognitive process often challenging for students. This comparative educational study investigated whether augmented reality (AR)-assisted instruction could enhance cognitive, motivational, and practical learning outcomes in histological education compared to traditional microscopy. Second-year medical students (N = 152) were allocated to either a traditional microscopy group or an AR-based instruction group. Outcomes assessed at baseline, postintervention, and at 10-week follow-up included knowledge retention, spatial understanding, practical tissue identification (OSPE), cognitive load, and learning motivation. While both groups showed immediate knowledge gains, the AR group demonstrated significantly higher delayed knowledge retention and spatial understanding (p < 0.001). In practical assessments, AR-trained students achieved higher identification accuracy and faster completion times. Furthermore, AR-based instruction was associated with lower extraneous cognitive load, higher germane load, and increased intrinsic motivation. These findings suggest that integrating AR as a complementary instructional strategy promotes more effective, learner-centered histology education by reducing cognitive load and enhancing spatial visualization skills.
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