Department of Pharmacy, Froedtert and the Medical College of Wisconsin, Milwaukee, Wisconsin, United States.
Department of Pharmacy, Northwestern Memorial Hospital, Chicago, Illinois, United States.
Appl Clin Inform. 2021 May;12(3):655-663. doi: 10.1055/s-0041-1731745. Epub 2021 Aug 2.
Spelling during medication ordering is prone to error, which can contribute to frustration, confusion, and, ultimately, errors. Typo correction can be utilized in an effort to mitigate the effects of misspellings by providing results even when no exact matches can be found. Although, typo correction can be beneficial in some scenarios, safety concerns have been raised when utilizing the functionality for medication ordering. Our primary objective was to analyze the effects of typo correction technology on medication errors within an academic medical system after implementation of the technology. Our secondary objective was to identify and provide additional recommendations to further improve the safety of the functionality.
We analyzed 8 months of post-implementation data obtained from staff-reported medication errors and search query information obtained from the electronic health record. The reports were analyzed by two pharmacists in two phases: retrospective identification of errors occurring as a result of typo correction and prospective identification of potential errors with continued use of the functionality.
In retrospective review of 2,603 reported medication-related errors, 26 were identified as potentially involving typo correction as a contributing factor. Six of these orders invoked typo correction, but none of the errors could be attributed to typo correction. In prospective review, a list of 40 error-prone words and terms were identified to be added as stop words and 407 medication synonyms were identified for removal from their associated medication records.
Our results indicate, when properly implemented, typo correction does not cause additional medication errors. However, there may be benefit in implementing further precautions for preventing future errors.
在医嘱输入过程中,拼写错误很容易发生,这可能导致患者不满、困惑,并最终导致错误。利用错别字纠正功能,可以提供拼写错误的结果,即使无法找到完全匹配的结果,从而减轻拼写错误的影响。虽然错别字纠正功能在某些情况下可能是有益的,但在药物医嘱中使用该功能时,安全性问题已引起关注。我们的主要目标是分析在学术医疗系统中实施错别字纠正技术后,该技术对药物错误的影响。我们的次要目标是确定并提供其他建议,以进一步提高该功能的安全性。
我们分析了从电子病历中获得的实施技术后 8 个月的工作人员报告的药物错误和搜索查询信息。报告由两名药剂师分两个阶段进行分析:回顾性识别由于错别字纠正而导致的错误,以及前瞻性识别在继续使用该功能时可能出现的错误。
在对 2603 份报告的药物相关错误进行回顾性审查中,发现 26 份可能涉及错别字纠正作为促成因素。其中 6 个订单调用了错别字纠正,但没有一个错误可以归因于错别字纠正。在前瞻性审查中,确定了 40 个易出错的单词和术语作为停止词,并确定了 407 个药物同义词从其相关的药物记录中删除。
我们的结果表明,当正确实施时,错别字纠正不会导致额外的药物错误。然而,实施进一步的预防措施可能有助于防止未来的错误。