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Appropriateness of Overridden Alerts in Computerized Physician Order Entry: Systematic Review

机译:计算机化医师订单中重写警报的适当性:系统评论

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Background The clinical decision support system (CDSS) has become an indispensable tool for reducing medication errors and adverse drug events. However, numerous studies have reported that CDSS alerts are often overridden. The increase in override rates has raised questions about the appropriateness of CDSS application along with concerns about patient safety and quality of care. Objective The aim of this study was to conduct a systematic review to examine the override rate, the reasons for the alert override at the time of prescribing, and evaluate the appropriateness of overrides. Methods We searched electronic databases, including Google Scholar, PubMed, Embase, Scopus, and Web of Science, without language restrictions between January 1, 2000 and March 31, 2019. Two authors independently extracted data and crosschecked the extraction to avoid errors. The quality of the included studies was examined following Cochrane guidelines. Results We included 23 articles in our systematic review. The range of average override alerts was 46.2%-96.2%. An average of 29.4%-100% of the overrides alerts were classified as appropriate, and the rate of appropriateness varied according to the alert type (drug-allergy interaction 63.4%-100%, drug-drug interaction 0%-95%, dose 43.9%-88.8%, geriatric 14.3%-57%, renal 27%-87.5%). The interrater reliability for the assessment of override alerts appropriateness was excellent (kappa=0.79-0.97). The most common reasons given for the override were “will monitor” and “patients have tolerated before.” Conclusions The findings of our study show that alert override rates are high, and certain categories of overrides such as drug-drug interaction, renal, and geriatric were classified as inappropriate. Nevertheless, large proportions of drug duplication, drug-allergy, and formulary alerts were appropriate, suggesting that these groups of alerts can be primary targets to revise and update the system for reducing alert fatigue. Future efforts should also focus on optimizing alert types, providing clear information, and explaining the rationale of the alert so that essential alerts are not inappropriately overridden.
机译:背景技术临床决策支持系统(CDSS)已成为减少药物误差和不良药物事件的不可或缺的工具。然而,许多研究报告称CDSS警报通常被覆盖。超额率的增加提出了关于CDSS申请的适当性以及对患者安全和护理质量的担忧的问题。目的本研究的目的是进行系统审查,以检查超额率,警告在处方时覆盖的原因,评估覆盖的适当性。方法我们搜索了电子数据库,包括谷歌学者,PubMed,Embase,Scopus和科学网,于2000年1月1日至2019年3月31日之间没有语言限制。两位作者独立提取数据并交叉提取以避免错误以避免错误。在Cochrane指南下检查了所包含的研究的质量。结果我们在我们的系统审查中包括23篇文章。平均覆盖警报的范围为46.2%-96.2%。平均约29.4%-100%的覆盖警报酌情分类,并且适当性的速度根据警报型而变化(药物过敏互动63.4%-100%,药物 - 药物相互作用0%-95%,剂量43.9%-88.8%,老年约14.3%-57%,肾27%-87.5%)。评估覆盖警报适当性的互联的可靠性优异(κ= 0.79-0.97)。覆盖的最常见原因是“将监测”和“患者以前耐受。”结论我们的研究结果表明,警觉覆盖率很高,归类药物 - 药物相互作用,肾病等某些类别的覆盖类别被归类为不恰当。然而,大量的药物重复,药物过敏和形式警报是合适的,这表明这些警报组可以是修改和更新系统来减少警报疲劳的主要目标。未来的努力也应该专注于优化警报类型,提供清晰的信息,并解释警报的基本原理,以便不恰当地覆盖基本警报。

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