College of Medicine and Health Sciences, Mohammed Bin Rashid University of Medicine and Health Sciences (MBRU), Dubai, United Arab Emirates.
Dubai Health Authority (DHA) Building, Dubai, United Arab Emirates.
Front Public Health. 2021 Sep 10;9:726814. doi: 10.3389/fpubh.2021.726814. eCollection 2021.
This study presents the design of a DL-framework to deliver anatomy teaching that provides a microfiche of the onsite anatomy learning experience during the mandated COVID-19 lockdown. First, using nominal-group technique, we identified the DL learning theories to be employed in blueprinting the DL-framework. Effectiveness of the designed DL-framework in anatomy teaching was demonstrated using the exemplar of the Head and Neck (H&N) course during COVID-19 lockdown, in the pre-clerkship curriculum at our medical school. The dissemination of the DL-framework in the anatomy course was informed by the Analyse, Design, Develop, Implement, and Evaluate (ADDIE) model. The efficiency of the DL-framework was evaluated using the first two levels of Kirkpatrick's model. Versatility of the DL-framework was demonstrated by aligning its precepts with individual domains of key learning outcomes framework. The framework's blueprint was designed amalgamating principles of: Garrison's community inquiry, Siemens' connectivism and Harasim's online-collaborative-learning; and improved using Anderson's DL-model. Following the implementation of the DL-framework in the H&N course informed by ADDIE, the framework's efficiency was evaluated. In total, 70% students responded to the survey assessing perception toward DL (Kirkpatrick's Level: 1). Descriptive analysis of the survey results showed that the DL-framework was positively received by students and attested that students had an enriched learning experience, which promoted collaborative-learning and student-autonomy. For, Kirkpatrick's Level: 2 i.e., cognitive development, we compared the summative assessment performance in the H&N course across three cohort of students. The results show that the scores of the cohort, which experienced the course entirely through DL modality was statistically higher ( < 0.01) than both the other cohorts, indicating that shift to DL did not have an adverse effect on students' learning. Using Bourdieu's Theory of Practice, we showed that the DL-framework is an efficient pedagogical approach, pertinent for medical schools to adopt; and is versatile as it attests to the key domains of students' learning outcomes in the different learning outcomes framework. To our knowledge this is the first-study of its kind where a rationale and theory-guided approach has been availed not only to blueprint a DL framework, but also to implement it in the MBBS curriculum.
本研究提出了一个深度学习框架的设计,旨在提供解剖学教学,为在强制性 COVID-19 封锁期间提供现场解剖学学习体验的缩影。首先,我们使用名义群体技术确定了要在蓝图中使用的深度学习学习理论。我们在医学院预科课程中,使用 COVID-19 封锁期间头颈部 (H&N) 课程的范例,证明了设计的深度学习框架在解剖学教学中的有效性。该框架在解剖学课程中的传播是由 Analyse、Design、Develop、Implement 和 Evaluate (ADDIE) 模型提供的。我们使用 Kirkpatrick 模型的前两个级别评估了深度学习框架的效率。通过将其原则与关键学习成果框架的各个领域对齐,展示了深度学习框架的多功能性。该框架的蓝图是通过融合:Garrison 的社区探究、Siemens 的连通主义和 Harasim 的在线协作学习的原则设计的;并使用 Anderson 的深度学习模型进行了改进。在根据 ADDIE 将深度学习框架应用于 H&N 课程之后,我们评估了框架的效率。共有 70%的学生对评估对深度学习的看法的调查做出了回应(Kirkpatrick 的第 1 级)。对调查结果的描述性分析表明,学生对深度学习框架的接受度很高,并证明学生有了更丰富的学习体验,这促进了协作学习和学生自主性。对于,Kirkpatrick 的第 2 级,即认知发展,我们比较了三个学生群体在 H&N 课程中的总结评估表现。结果表明,完全通过深度学习模式体验课程的学生群体的分数明显更高(<0.01),高于其他两个群体,这表明向深度学习的转变对学生的学习没有不利影响。我们使用 Bourdieu 的实践理论表明,深度学习框架是一种有效的教学方法,医学院校应该采用;并且具有多功能性,因为它证明了不同学习成果框架中学生学习成果的主要领域。据我们所知,这是第一个提供理论指导的蓝图设计研究,不仅用于设计深度学习框架,还用于实施在 MBBS 课程中。