Wachs Juan P, Frenkel Boaz, Dori Dov
School of Industrial Engineering, Purdue University, West Lafayette 47906, IN, USA.
Rambam Medical Center, Haifa, Israel.
Artif Intell Med. 2014 Nov;62(3):153-63. doi: 10.1016/j.artmed.2014.10.006. Epub 2014 Nov 1.
Errors in the delivery of medical care are the principal cause of inpatient mortality and morbidity, accounting for around 98,000 deaths in the United States of America (USA) annually. Ineffective team communication, especially in the operation room (OR), is a major root of these errors. This miscommunication can be reduced by analyzing and constructing a conceptual model of communication and miscommunication in the OR. We introduce the principles underlying Object-Process Methodology (OPM)-based modeling of the intricate interactions between the surgeon and the surgical technician while handling surgical instruments in the OR. This model is a software- and hardware-independent description of the agents engaged in communication events, their physical activities, and their interactions. The model enables assessing whether the task-related objectives of the surgical procedure were achieved and completed successfully and what errors can occur during the communication.
The facts used to construct the model were gathered from observations of various types of operations miscommunications in the operating room and its outcomes. The model takes advantage of the compact ontology of OPM, which is comprised of stateful objects - things that exist physically or informatically, and processes - things that transform objects by creating them, consuming them or changing their state. The modeled communication modalities are verbal and non-verbal, and errors are modeled as processes that deviate from the "sunny day" scenario. Using OPM refinement mechanism of in-zooming, key processes are drilled into and elaborated, along with the objects that are required as agents or instruments, or objects that these processes transform. The model was developed through an iterative process of observation, modeling, group discussions, and simplification.
The model faithfully represents the processes related to tool handling that take place in an OR during an operation. The specification is at various levels of detail, each level is depicted in a separate diagram, and all the diagrams are "aware" of each other as part of the whole model. Providing ontology of verbal and non-verbal modalities of communication in the OR, the resulting conceptual model is a solid basis for analyzing and understanding the source of the large variety of errors occurring in the course of an operation, providing an opportunity to decrease the quantity and severity of mistakes related to the use and misuse of surgical instrumentations. Since the model is event driven, rather than person driven, the focus is on the factors causing the errors, rather than the specific person. This approach advocates searching for technological solutions to alleviate tool-related errors rather than finger-pointing. Concretely, the model was validated through a structured questionnaire and it was found that surgeons agreed that the conceptual model was flexible (3.8 of 5, std=0.69), accurate, and it generalizable (3.7 of 5, std=0.37 and 3.7 of 5, std=0.85, respectively).
The detailed conceptual model of the tools handling subsystem of the operation performed in an OR focuses on the details of the communication and the interactions taking place between the surgeon and the surgical technician during an operation, with the objective of pinpointing the exact circumstances in which errors can happen. Exact and concise specification of the communication events in general and the surgical instrument requests in particular is a prerequisite for a methodical analysis of the various modes of errors and the circumstances under which they occur. This has significant potential value in both reduction in tool-handling-related errors during an operation and providing a solid formal basis for designing a cybernetic agent which can replace a surgical technician in routine tool handling activities during an operation, freeing the technician to focus on quality assurance, monitoring and control of the cybernetic agent activities. This is a critical step in designing the next generation of cybernetic OR assistants.
医疗护理失误是住院患者死亡率和发病率的主要原因,在美国每年约造成98,000人死亡。无效的团队沟通,尤其是在手术室(OR)中,是这些失误的主要根源。通过分析和构建手术室中沟通与误沟通的概念模型,可以减少这种沟通不畅的情况。我们介绍基于对象-过程方法论(OPM)对手术室中外科医生和手术技术员在操作手术器械时复杂互动进行建模的基本原理。该模型是对参与沟通事件的主体、其身体活动及其互动的一种与软件和硬件无关的描述。该模型能够评估手术程序的任务相关目标是否成功实现和完成,以及沟通期间可能发生哪些错误。
用于构建模型的事实是从对手术室中各种类型手术沟通失误及其结果的观察中收集的。该模型利用了OPM的紧凑本体,它由有状态对象(即物理上或信息上存在的事物)和过程(即通过创建、消耗对象或改变其状态来转换对象的事物)组成。建模的沟通方式包括言语和非言语方式,失误被建模为偏离“晴天”场景的过程。使用OPM的向内细化机制,深入研究并详细阐述关键过程,以及作为主体或工具所需的对象,或这些过程所转换的对象。该模型是通过观察、建模、小组讨论和简化的迭代过程开发的。
该模型忠实地表示了手术期间手术室中发生的与工具操作相关的过程。规范具有不同的详细程度,每个级别都在单独的图表中描绘,并且所有图表作为整个模型的一部分相互“关联”。该概念模型提供了手术室中言语和非言语沟通方式的本体,是分析和理解手术过程中出现的各种失误来源的坚实基础,为减少与手术器械使用和误用相关的失误数量和严重程度提供了机会。由于该模型是事件驱动的,而不是人驱动的,重点在于导致失误的因素,而不是特定的人。这种方法主张寻找技术解决方案来减轻与工具相关的失误,而不是指责他人。具体而言,该模型通过结构化问卷进行了验证,发现外科医生一致认为该概念模型灵活(5分制中得3.8分,标准差=0.69)、准确且可推广(5分制中分别得3.7分,标准差=0.37和3.7分,标准差=0.85)。
手术室中手术工具操作子系统的详细概念模型关注手术期间外科医生和手术技术员之间发生的沟通和互动细节,目的是确定可能发生失误的确切情况。对一般沟通事件特别是手术器械请求进行准确而简洁的规范,是对各种失误模式及其发生情况进行系统分析的先决条件。这在减少手术期间与工具操作相关的失误以及为设计一种控制论主体提供坚实的形式基础方面具有重大潜在价值,该控制论主体可以在手术期间的常规工具操作活动中取代手术技术员,使技术员能够专注于控制论主体活动的质量保证、监测和控制。这是设计下一代控制论手术室助手的关键一步。