Steinkamp Jackson, Sharma Abhinav, Bala Wasif, Kantrowitz Jacob J
Hospital of the University of Pennsylvania, Philadelphia, PA, United States.
Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada.
JMIR Form Res. 2021 Nov 9;5(11):e23789. doi: 10.2196/23789.
Clinicians spend large amounts of their workday using electronic medical records (EMRs). Poorly designed documentation systems contribute to the proliferation of out-of-date information, increased time spent on medical records, clinician burnout, and medical errors. Beyond software interfaces, examining the underlying paradigms and organizational structures for clinical information may provide insights into ways to improve documentation systems. In particular, our attachment to the note as the major organizational unit for storing unstructured medical data may be a cause of many of the problems with modern clinical documentation. Notes, as currently understood, systematically incentivize information duplication and information scattering, both within a single clinician's notes over time and across multiple clinicians' notes. Therefore, it is worthwhile to explore alternative paradigms for unstructured data organization.
The aim of this study is to demonstrate the feasibility of building an EMR that does not use notes as the core organizational unit for unstructured data and which is designed specifically to disincentivize information duplication and information scattering.
We used specific design principles to minimize the incentive for users to duplicate and scatter information. By default, the majority of a patient's medical history remains the same over time, so users should not have to redocument that information. Clinicians on different teams or services mostly share the same medical information, so all data should be collaboratively shared across teams and services (while still allowing for disagreement and nuance). In all cases where a clinician must state that information has remained the same, they should be able to attest to the information without redocumenting it. We designed and built a web-based EMR based on these design principles.
We built a medical documentation system that does not use notes and instead treats the chart as a single, dynamically updating, and fully collaborative workspace. All information is organized by clinical topic or problem. Version history functionality is used to enable granular tracking of changes over time. Our system is highly customizable to individual workflows and enables each individual user to decide which data should be structured and which should be unstructured, enabling individuals to leverage the advantages of structured templating and clinical decision support as desired without requiring programming knowledge. The system is designed to facilitate real-time, fully collaborative documentation and communication among multiple clinicians.
We demonstrated the feasibility of building a non-note-based, fully collaborative EMR system. Our attachment to the note as the only possible atomic unit of unstructured medical data should be reevaluated, and alternative models should be considered.
临床医生在工作日花费大量时间使用电子病历(EMR)。设计不佳的文档系统导致过时信息的扩散、病历记录时间增加、临床医生倦怠以及医疗差错。除了软件界面,审视临床信息的潜在范式和组织结构可能会为改进文档系统提供思路。特别是,我们将笔记作为存储非结构化医疗数据的主要组织单元,这可能是现代临床文档诸多问题的一个原因。按照目前的理解,笔记会系统性地促使信息在单个临床医生的笔记中随着时间推移以及在多个临床医生的笔记之间出现重复和分散。因此,探索非结构化数据组织的替代范式是值得的。
本研究的目的是证明构建一个不将笔记用作非结构化数据核心组织单元且专门设计用于抑制信息重复和分散的电子病历的可行性。
我们运用特定的设计原则来尽量减少用户重复和分散信息的动机。默认情况下,患者的大部分病史随时间保持不变,所以用户无需重新记录该信息。不同团队或科室的临床医生大多共享相同的医疗信息,所以所有数据应在各团队和科室之间协同共享(同时仍允许存在分歧和细微差别)。在所有临床医生必须表明信息保持不变的情况下,他们应能够证实该信息而无需重新记录。我们基于这些设计原则设计并构建了一个基于网络的电子病历。
我们构建了一个不使用笔记的医疗文档系统,而是将图表视为一个单一的、动态更新的且完全协作的工作区。所有信息按临床主题或问题进行组织。版本历史功能用于实现对随时间变化的详细跟踪。我们的系统高度可根据个人工作流程进行定制,使每个用户能够决定哪些数据应结构化以及哪些应非结构化,从而使个人能够根据需要利用结构化模板和临床决策支持的优势,而无需编程知识。该系统旨在促进多个临床医生之间的实时、完全协作的文档记录和交流。
我们证明了构建一个基于非笔记的、完全协作的电子病历系统的可行性。我们应重新评估将笔记作为非结构化医疗数据唯一可能的原子单元的做法,并考虑替代模型。