信息学教育特刊:在公共卫生信息学本科课程中实施数据可视化项目的教学原则。

IF 2.1 2区 医学 Q4 MEDICAL INFORMATICS
John Robert Bautista
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引用次数: 0

摘要

背景 应用公共卫生信息学能力模型将 "数据分析、可视化和报告 "列为公共卫生信息学教学的八项能力之一。因此,公共卫生信息学专业的学生需要掌握公共卫生数据可视化的知识和技能。遗憾的是,目前讨论可指导公共卫生信息学数据可视化相关教学活动实施的教学原则的著作还很有限。目的 介绍、讨论和反思在公共卫生信息学本科课程的数据可视化项目中实施的教学原则。方法 采用反思性教学法,引导学生讨论和反思如何在公共卫生信息学本科课程的数据可视化项目中实施教学原则。通用实施框架(即实施前、实施中和实施后)被用来组织课程实施的讨论。实施 作为公共卫生信息学本科课程中数据可视化项目的一部分,实施了四项教学原则:脚手架(即产出建立在彼此之上)、建构主义(即学生应用知识并以团队形式创建仪表板)、批判意识(即在仪表板中嵌入健康的社会决定因素)以及公平和包容(即使用初学者易于使用且公共卫生机构使用的免费数据可视化软件)。实施后的反思揭示了需要改进的地方,如加强小组咨询、在仪表板中添加更多 SDOH 变量以及可扩展性计划。结论 公共卫生信息学本科课程中的数据可视化项目可以从实施多种教学原则中受益。总之,创建仪表盘可以作为一种学习工具,提高公共卫生信息学本科生的数据可视化技能。仪表盘还可以通过纳入健康的社会决定因素原则,强调健康差异和不平等对公共卫生的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Special Issue on Informatics Education: Pedagogical Principles in Implementing a Data Visualization Project in an Undergraduate Public Health Informatics Course.

Background The Applied Public Health Informatics Competency Model lists "data analysis, visualization, and reporting" as one of the eight competencies when teaching public health informatics. Thus, public health informatics students need to develop knowledge and skills in visualizing public health data. Unfortunately, there is limited work that discusses pedagogical principles that could guide the implementation of pedagogical activities related to data visualization in public health informatics. Objective To introduce, discuss, and reflect on pedagogical principles that were implemented for a data visualization project in an undergraduate public health informatics course. Method A reflective teaching approach was used to guide the discussion and reflection on how pedagogical principles were implemented for a data visualization project in an undergraduate public health informatics course. The generic implementation framework (i.e., pre-implementation, implementation, and post-implementation) was used to organize the discussion of the course's implementation. Implementation Four pedagogical principles were implemented as part of a data visualization project in an undergraduate public health informatics course: scaffolding (i.e., outputs build on top of each other), constructivism (i.e., students apply knowledge and work in teams to create a dashboard), critical consciousness (i.e., embedding social determinants of health in their dashboard), and equity and inclusion (i.e., using a free data visualization software that is easy to use for beginners and is used by public health institutions). Post-implementation reflection revealed areas of improvement, such as enhancing group advising, adding more SDOH variables in the dashboard, and plans for scalability. Conclusion A data visualization project in an undergraduate public health informatics course could benefit from implementing multiple pedagogical principles. Overall, creating dashboards can be a learning tool to enhance data visualization skills among undergraduate public health informatics students. Dashboards can also emphasize the impact of health disparities and inequities in public health by incorporating principles of social determinants of health.

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来源期刊
Applied Clinical Informatics
Applied Clinical Informatics MEDICAL INFORMATICS-
CiteScore
4.60
自引率
24.10%
发文量
132
期刊介绍: ACI is the third Schattauer journal dealing with biomedical and health informatics. It perfectly complements our other journals Öffnet internen Link im aktuellen FensterMethods of Information in Medicine and the Öffnet internen Link im aktuellen FensterYearbook of Medical Informatics. The Yearbook of Medical Informatics being the “Milestone” or state-of-the-art journal and Methods of Information in Medicine being the “Science and Research” journal of IMIA, ACI intends to be the “Practical” journal of IMIA.
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