Andersen Steven Arild Wuyts, Mikkelsen Peter Trier, Konge Lars, Cayé-Thomasen Per, Sørensen Mads Sølvsten
1Department of Otorhinolaryngology-Head and Neck Surgery, Rigshospitalet, Blegdamsvej 9, 2100 Copenhagen, Denmark.
2Computer Graphics Lab, The Alexandra Institute, Aabogade 34, 8200 Aarhus, Denmark.
Adv Simul (Lond). 2016 Jun 7;1:20. doi: 10.1186/s41077-016-0022-1. eCollection 2016.
Cognitive overload can inhibit learning, and cognitive load theory-based instructional design principles can be used to optimize learning situations. This study aims to investigate the effect of implementing cognitive load theory-based design principles in virtual reality simulation training of mastoidectomy.
Eighteen novice medical students received 1 h of self-directed virtual reality simulation training of the mastoidectomy procedure randomized for standard instructions (control) or cognitive load theory-based instructions with a worked example followed by a problem completion exercise (intervention). Participants then completed two post-training virtual procedures for assessment and comparison. Cognitive load during the post-training procedures was estimated by reaction time testing on an integrated secondary task. Final-product analysis by two blinded expert raters was used to assess the virtual mastoidectomy performances.
Participants in the intervention group had a significantly increased cognitive load during the post-training procedures compared with the control group (52 vs. 41 %, = 0.02). This was also reflected in the final-product performance: the intervention group had a significantly lower final-product score than the control group (13.0 vs. 15.4, < 0.005).
Initial instruction using worked examples followed by a problem completion exercise did not reduce the cognitive load or improve the performance of the following procedures in novices. Increased cognitive load when part tasks needed to be integrated in the post-training procedures could be a possible explanation for this. Other instructional designs and methods are needed to lower the cognitive load and improve the performance in virtual reality surgical simulation training of novices.
认知过载会抑制学习,基于认知负荷理论的教学设计原则可用于优化学习情境。本研究旨在探讨在乳突切除术中虚拟现实模拟训练中实施基于认知负荷理论的设计原则的效果。
18名医学专业新生接受了1小时的乳突切除手术的自主虚拟现实模拟训练,随机分为接受标准指导(对照组)或基于认知负荷理论的指导(干预组),干预组先观看一个实例演练,然后进行问题解决练习。参与者随后完成两个训练后的虚拟手术程序以进行评估和比较。通过对一个综合的次要任务进行反应时间测试来估计训练后程序中的认知负荷。由两名盲法专家评分员进行的最终产品分析用于评估虚拟乳突切除术的表现。
与对照组相比,干预组在训练后程序中的认知负荷显著增加(52%对41%,P = 0.02)。这也反映在最终产品表现上:干预组的最终产品得分显著低于对照组(13.0对15.4,P < 0.005)。
先进行实例演练然后进行问题解决练习的初始指导并没有降低新手在后续程序中的认知负荷或提高其表现。在训练后程序中需要整合部分任务时认知负荷增加可能是对此的一个解释。需要其他教学设计和方法来降低新手在虚拟现实手术模拟训练中的认知负荷并提高其表现。