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使用谷歌安卓系统对胰岛素剂量决策支持系统进行自动系统测试。

Automatic system testing of a decision support system for insulin dosing using Google Android.

作者信息

Spat Stephan, Höll Bernhard, Petritsch Georg, Schaupp Lukas, Beck Peter, Pieber Thomas R

机构信息

Institute for Biomedicine and Health Sciences, Graz, Austria.

出版信息

Stud Health Technol Inform. 2013;186:187-91.

Abstract

Hyperglycaemia in hospitalized patients is a common and costly health care problem. The GlucoTab system is a mobile workflow and decision support system, aiming to facilitate efficient and safe glycemic control of non-critically ill patients. Being a medical device, the GlucoTab requires extensive and reproducible testing. A framework for high-volume, reproducible and automated system testing of the GlucoTab system was set up applying several Open Source tools for test automation and system time handling. The REACTION insulin titration protocol was investigated in a paper-based clinical trial (PBCT). In order to validate the GlucoTab system, data from this trial was used for simulation and system tests. In total, 1190 decision support action points were identified and simulated. Four data points (0.3%) resulted in a GlucoTab system error caused by a defective implementation. In 144 data points (12.1%), calculation errors of physicians and nurses in the PBCT were detected. The test framework was able to verify manual calculation of insulin doses and detect relatively many user errors and workflow anomalies in the PBCT data. This shows the high potential of the electronic decision support application to improve safety of implementation of an insulin titration protocol and workflow management system in clinical wards.

摘要

住院患者的高血糖是一个常见且代价高昂的医疗保健问题。GlucoTab系统是一个移动工作流程和决策支持系统,旨在促进对非危重症患者进行高效且安全的血糖控制。作为一种医疗设备,GlucoTab需要进行广泛且可重复的测试。应用了多种用于测试自动化和系统时间处理的开源工具,建立了一个用于对GlucoTab系统进行大量、可重复和自动化系统测试的框架。在一项纸质临床试验(PBCT)中对REACTION胰岛素滴定方案进行了研究。为了验证GlucoTab系统,该试验的数据被用于模拟和系统测试。总共识别并模拟了1190个决策支持行动点。四个数据点(0.3%)导致了由缺陷实施引起的GlucoTab系统错误。在144个数据点(12.1%)中,检测到了纸质临床试验中医护人员的计算错误。该测试框架能够验证胰岛素剂量的手动计算,并在纸质临床试验数据中检测到相对较多的用户错误和工作流程异常。这表明电子决策支持应用在提高临床病房胰岛素滴定方案和工作流程管理系统实施安全性方面具有巨大潜力。

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