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本文引用的文献

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Cranky comments: detecting clinical decision support malfunctions through free-text override reasons.不满意见:通过自由文本覆盖原因检测临床决策支持系统故障。
J Am Med Inform Assoc. 2019 Jan 1;26(1):37-43. doi: 10.1093/jamia/ocy139.
2
Evaluation of Harm Associated with High Dose-Range Clinical Decision Support Overrides in the Intensive Care Unit.评估 ICU 中高剂量范围临床决策支持覆盖物相关的危害。
Drug Saf. 2019 Apr;42(4):573-579. doi: 10.1007/s40264-018-0756-x.
3
Efficacy and unintended consequences of hard-stop alerts in electronic health record systems: a systematic review.电子健康记录系统中强制停止警报的效果和意外后果:系统评价。
J Am Med Inform Assoc. 2018 Nov 1;25(11):1556-1566. doi: 10.1093/jamia/ocy112.
4
Best practices for preventing malfunctions in rule-based clinical decision support alerts and reminders: Results of a Delphi study.基于规则的临床决策支持警报和提醒中防止故障的最佳实践:德尔菲研究的结果。
Int J Med Inform. 2018 Oct;118:78-85. doi: 10.1016/j.ijmedinf.2018.08.001. Epub 2018 Aug 2.
5
Reduced Effectiveness of Interruptive Drug-Drug Interaction Alerts after Conversion to a Commercial Electronic Health Record.中断药物-药物相互作用警报的有效性降低后转换为商业电子健康记录。
J Gen Intern Med. 2018 Nov;33(11):1868-1876. doi: 10.1007/s11606-018-4415-9. Epub 2018 May 15.
6
Determining Inappropriate Medication Alerts from "Inaccurate Warning" Overrides in the Intensive Care Unit.从重症监护病房中的“不准确警告”覆盖中确定不适当的药物警报。
Appl Clin Inform. 2018 Apr;9(2):268-274. doi: 10.1055/s-0038-1642608. Epub 2018 Apr 25.
7
Communication failure: analysis of prescribers' use of an internal free-text field on electronic prescriptions.沟通失败:分析处方医生在电子处方中使用内部自由文本字段的情况。
J Am Med Inform Assoc. 2018 Jun 1;25(6):709-714. doi: 10.1093/jamia/ocy003.
8
Clinical decision support alert malfunctions: analysis and empirically derived taxonomy.临床决策支持警报故障:分析及经验所得分类法。
J Am Med Inform Assoc. 2018 May 1;25(5):496-506. doi: 10.1093/jamia/ocx106.
9
Comparison of Overridden Medication-related Clinical Decision Support in the Intensive Care Unit between a Commercial System and a Legacy System.重症监护病房中商业系统与旧系统之间关于药物相关临床决策支持的比较。
Appl Clin Inform. 2017 Aug 23;8(3):866-879. doi: 10.4338/ACI-2017-04-RA-0059.
10
A systematic review of the effectiveness of interruptive medication prescribing alerts in hospital CPOE systems to change prescriber behavior and improve patient safety.对医院计算机化医嘱录入(CPOE)系统中干预性用药处方提醒改变开处方者行为并提高患者安全有效性的系统评价。
Int J Med Inform. 2017 Sep;105:22-30. doi: 10.1016/j.ijmedinf.2017.05.011. Epub 2017 May 27.

电子健康记录中药物-药物相互作用警报的结构化覆盖原因。

Structured override reasons for drug-drug interaction alerts in electronic health records.

机构信息

Division of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, Massachusetts, USA.

Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA.

出版信息

J Am Med Inform Assoc. 2019 Oct 1;26(10):934-942. doi: 10.1093/jamia/ocz033.

DOI:10.1093/jamia/ocz033
PMID:31329891
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6748816/
Abstract

OBJECTIVE

The study sought to determine availability and use of structured override reasons for drug-drug interaction (DDI) alerts in electronic health records.

MATERIALS AND METHODS

We collected data on DDI alerts and override reasons from 10 clinical sites across the United States using a variety of electronic health records. We used a multistage iterative card sort method to categorize the override reasons from all sites and identified best practices.

RESULTS

Our methodology established 177 unique override reasons across the 10 sites. The number of coded override reasons at each site ranged from 3 to 100. Many sites offered override reasons not relevant to DDIs. Twelve categories of override reasons were identified. Three categories accounted for 78% of all overrides: "will monitor or take precautions," "not clinically significant," and "benefit outweighs risk."

DISCUSSION

We found wide variability in override reasons between sites and many opportunities to improve alerts. Some override reasons were irrelevant to DDIs. Many override reasons attested to a future action (eg, decreasing a dose or ordering monitoring tests), which requires an additional step after the alert is overridden, unless the alert is made actionable. Some override reasons deferred to another party, although override reasons often are not visible to other users. Many override reasons stated that the alert was inaccurate, suggesting that specificity of alerts could be improved.

CONCLUSIONS

Organizations should improve the options available to providers who choose to override DDI alerts. DDI alerting systems should be actionable and alerts should be tailored to the patient and drug pairs.

摘要

目的

本研究旨在确定电子病历中药物相互作用(DDI)警报的结构化覆盖原因的可用性和使用情况。

材料和方法

我们使用各种电子病历从美国 10 个临床站点收集了 DDI 警报和覆盖原因的数据。我们使用多阶段迭代卡片分类方法对所有站点的覆盖原因进行分类,并确定了最佳实践。

结果

我们的方法在 10 个站点确定了 177 个独特的覆盖原因。每个站点的编码覆盖原因数量从 3 到 100 不等。许多站点提供了与 DDI 无关的覆盖原因。确定了 12 个类别的覆盖原因。前三个类别占所有覆盖原因的 78%:“将监测或采取预防措施”、“无临床意义”和“利大于弊”。

讨论

我们发现站点之间的覆盖原因存在很大差异,并且有很多改进警报的机会。一些覆盖原因与 DDI 无关。许多覆盖原因证明了未来的行动(例如,减少剂量或订购监测测试),这需要在覆盖警报后再执行一个额外的步骤,除非警报可操作。一些覆盖原因推给了其他方,尽管覆盖原因通常对其他用户不可见。许多覆盖原因表示警报不准确,这表明可以提高警报的特异性。

结论

各组织应为选择覆盖 DDI 警报的提供者提供更好的选项。DDI 警报系统应具有可操作性,并且警报应针对患者和药物对进行定制。