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.
J Am Med Inform Assoc. 2019 Oct 1;26(10):934-942. doi: 10.1093/jamia/ocz033.
The study sought to determine availability and use of structured override reasons for drug-drug interaction (DDI) alerts in electronic health records.
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.
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."
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.
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.
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。
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。
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”。
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。
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。