Medlock Stephanie, Ploegmakers Kim J, Cornet Ronald, Pang Kim Win
Amsterdam UMC location University of Amsterdam, Department of Medical Informatics, Meibergdreef 9, Amsterdam, The Netherlands; Amsterdam Public Health Research Institute, Amsterdam, The Netherlands.
Amsterdam UMC location University of Amsterdam, Teaching & Learning Centre (TLC) FdG-UvA, Meibergdreef 9, Amsterdam, the Netherlands.
Int J Med Inform. 2023 Jan;169:104907. doi: 10.1016/j.ijmedinf.2022.104907. Epub 2022 Oct 30.
The electronic health record (EHR) is central to medical informatics. Its use is also recognized as an important skill for future clinicians. Typically, medical students' first exposure to an EHR is when they start their clinical internships, and medical informatics students may or may not get experience with an EHR before graduation. We describe the process of implementing an open-source EHR in two curricula: Medicine and Medical informatics. For medical students, the primary goals were to allow students to practice analyzing information from the EHR, creating therapeutic plans, and communicating with their colleagues via the EHR before they start their first clinical rotations. For medical informatics students, the primary goal was to give students hands-on experience with creating decision support in an EHR.
We used the OpenMRS electronic health record with a custom decision support module based on Arden Syntax. Medical students needed a secure, stable environment to practice medical reasoning. Medical informatics students needed a more isolated system to experiment with the EHR's internal configuration. Both student groups needed synthetic patient cases that were realistic, but in different aspects. For medical students, it is essential that these cases are clinically consistent, and events unfold in a logical order. By contrast, synthetic data for medical informatics students should mimic the data quality problems found in real patient data.
Medical informatics students show more mature reasoning about data quality issues and workflow integration than prior to using the EHR. Comments on both course evaluations have been positive, including comments on how working with a real-world EHR provides a realistic experience.
The open-source EHR OpenMRS has proven to be a valuable addition to both the medicine and medical informatics curriculum. Both sets of students experience use of the EHR as giving them valuable, realistic learning experiences.
电子健康记录(EHR)是医学信息学的核心。其使用也被视为未来临床医生的一项重要技能。通常,医学生首次接触电子健康记录是在开始临床实习时,而医学信息学专业的学生在毕业前可能有或没有使用电子健康记录的经验。我们描述了在医学和医学信息学两个课程中实施开源电子健康记录的过程。对于医学生来说,主要目标是让学生在开始第一次临床轮转之前,练习分析电子健康记录中的信息、制定治疗计划以及通过电子健康记录与同事交流。对于医学信息学专业的学生来说,主要目标是让学生在电子健康记录中创建决策支持方面获得实践经验。
我们使用了带有基于Arden语法的自定义决策支持模块的OpenMRS电子健康记录。医学生需要一个安全、稳定的环境来练习医学推理。医学信息学专业的学生需要一个更独立的系统来试验电子健康记录的内部配置。两个学生群体都需要逼真但在不同方面的合成患者病例。对于医学生来说,这些病例在临床上保持一致且事件按逻辑顺序展开至关重要。相比之下,医学信息学专业学生的合成数据应模仿真实患者数据中发现的数据质量问题。
与使用电子健康记录之前相比,医学信息学专业的学生在数据质量问题和工作流程整合方面表现出更成熟的推理能力。两门课程评估的反馈都是积极的,包括关于使用真实世界的电子健康记录如何提供逼真体验的评论。
开源电子健康记录OpenMRS已被证明是医学和医学信息学课程中一项有价值的补充。两组学生都体验到使用电子健康记录为他们提供了宝贵的、逼真的学习体验。