Pera Victor, Kors Jan A, van Mulligen Erik M, de Wilde Marcel, Rijnbeek Peter R, Verhamme Katia M C
Department of Medical Informatics, Erasmus University Medical Center, P.O. Box 2040, 3000 CA, Rotterdam, The Netherlands.
Department of Bioanalysis, Ghent University, Ghent, Belgium.
Drug Saf. 2025 Jan;48(1):59-74. doi: 10.1007/s40264-024-01478-6. Epub 2024 Sep 19.
While medication errors (MEs) have been studied in the European Medicines Agency's EudraVigilance, extensive characterisation and signal detection based on sexes and age groups have not been attempted.
The aim of this study was to characterise all ME-related individual case safety reports in EudraVigilance and explore notable signals of disproportionate reporting (SDRs) among sexes and age groups for the 30 most frequently reported drugs.
Individual case safety reports were used from EudraVigilance reported between 2002 and 2021. An ME was defined as any Preferred Term from the narrow Standardised Medical Dictionary for Regulatory Activities Query. Signals of disproportionate reporting were selected based on a lower boundary of the 95% confidence interval ≥ 1 of the reporting odds ratio, and at least 3 individual case safety reports. Analysed subgroups were female individuals, male individuals, and age groups 0-1 month, 2 months to 2 years, 3-11 years, 12-17 years, 18-64 years, 65-85 years, and >85 years. Heatmaps were utilised as a visual aid to identify striking SDRs.
Of the 9,662,345 EudraVigilance reports, 267,262 (2.8%) contained at least one ME, with a total of 300,324 MEs, for 429,554 drugs. The most reported ME was "Inappropriate schedule of product administration" (52,646; 17.5%), followed by "Incorrect dose administered" (32,379; 10.8%) and "Wrong technique in product usage process" (26,831; 8.9%). Individual case safety reports with MEs were most frequently related to female individuals (148,009; 55.4%), most often submitted by healthcare professionals (155,711; 58.3%), originated predominantly from the USA (98,716; 36.9%), followed by France (26,678; 10.0%), and showed a median reported age of 50 years (interquartile range: 26-68). Most ME individual case safety reports (158,991; 59.5%) were associated with a serious health outcome. A total of 847 SDRs were identified, based on the entire EudraVigilance database; for subgroups, the number of SDRs ranged from 84 for the age group 0-1 month to 749 for female individuals. Signals of disproportionate reporting for female individuals and male individuals were very similar. Most MEs were reported for the vaccine against human papillomavirus (Anatomical Therapeutic Chemical [ATC]: J07BM01; 11,086 MEs, 57% being "inappropriate schedule of product administration"), with reporting odds ratios that range from 1.5 to 47.0 among age groups. The SDR for the live-attenuated vaccine against herpes zoster (ATC: J07BK02) had a reporting odds ratio that ranged from 26.6 to 78.1 among all subgroups. Signals of disproportionate reporting for oxycodone (ATC: N02AA05; 847 cases of "Accidental overdose", 35%), risperidone (ATC: N05AX08; 469 cases "Inappropriate schedule of product administration", 22.3%) and rivaroxaban (ATC: B01AF01; 1,377 cases of "Incorrect dose administered", 34.6%) stood out with higher magnitude SDRs for the age group 2 months to 2 years, with an reporting odds ratio range between 8.2 and 10.7, while for the entire EudraVigilance the reporting odds ratio ranged between 1.3 and 1.6 for the same drugs.
This exploratory research provides an overview of characterised ME individual case safety reports and SDRs from the EudraVigilance database. Most conspicuous SDRs were identified in specific age groups. Signals of disproportionate reporting, not described in the literature, were found for vaccines, oxycodone, rivaroxaban and risperidone, and may prompt further examination by stakeholders. Top-reported MEs ("Inappropriate schedule of product administration", "Incorrect dose administered" and "Wrong technique in product usage process") emerged as a general priority focus to perform a further root-cause analysis involving healthcare providers, manufacturers and regulatory bodies, to improve the understanding and prevention of MEs.
虽然欧洲药品管理局的EudraVigilance系统对用药错误(MEs)进行了研究,但尚未尝试基于性别和年龄组进行广泛的特征描述和信号检测。
本研究旨在对EudraVigilance系统中所有与用药错误相关的个体病例安全报告进行特征描述,并探索30种报告频率最高的药物在性别和年龄组中不成比例报告(SDRs)的显著信号。
使用2002年至2021年期间EudraVigilance系统报告的个体病例安全报告。用药错误定义为来自监管活动查询窄版标准化医学词典的任何首选术语。基于报告比值比95%置信区间下限≥1且至少有3份个体病例安全报告来选择不成比例报告信号。分析的亚组包括女性个体、男性个体以及0 - 1个月、2个月至2岁、3 - 11岁、12 - 17岁、18 - 64岁、65 - 85岁和>85岁年龄组。使用热图作为直观工具来识别显著的不成比例报告信号。
在9,662,345份EudraVigilance报告中,267,262份(2.8%)至少包含1个用药错误,涉及429,554种药物,共有300,324个用药错误。报告最多的用药错误是“产品给药时间不当”(52,646例;17.5%),其次是“给药剂量错误”(32,379例;10.8%)和“产品使用过程中的技术错误”(26,831例;8.9%)。伴有用药错误的个体病例安全报告最常与女性个体相关(148,009例;55.4%),最常由医疗保健专业人员提交(155,711例;58.3%),主要来自美国(98,716例;36.9%),其次是法国(26,678例;10.0%),报告年龄中位数为50岁(四分位间距:26 - 68岁)。大多数用药错误个体病例安全报告(158,991例;59.5%)与严重健康后果相关。基于整个EudraVigilance数据库共识别出847个不成比例报告信号;对于亚组,不成比例报告信号的数量从0 - 1个月年龄组的84个到女性个体的749个不等。女性个体和男性个体的不成比例报告信号非常相似。报告用药错误最多的是针对人乳头瘤病毒的疫苗(解剖治疗化学分类[ATC]:J07BM01;11,086个用药错误,57%为“产品给药时间不当”),各年龄组的报告比值比范围为1.5至47.0。减毒活带状疱疹疫苗(ATC:J07BK02)的不成比例报告信号在所有亚组中的报告比值比范围为26.6至78.1。羟考酮(ATC:N02AA05;847例“意外过量”,35%)、利培酮(ATC:N05AX08;469例“产品给药时间不当”,22.3%)和利伐沙班(ATC:B01AF01;1,377例“给药剂量错误”,34.6%)在2个月至2岁年龄组中具有更高强度的不成比例报告信号,报告比值比范围为8.2至10.7,而对于整个EudraVigilance系统,相同药物的报告比值比范围为1.3至1.6。
这项探索性研究概述了EudraVigilance数据库中用药错误个体病例安全报告的特征和不成比例报告信号。在特定年龄组中识别出了最显著的不成比例报告信号。发现了疫苗、羟考酮、利伐沙班和利培酮在文献中未描述的不成比例报告信号,可能促使利益相关者进一步审查。报告最多的用药错误(“产品给药时间不当”、“给药剂量错误”和“产品使用过程中的技术错误”)成为进一步进行根本原因分析的总体优先重点,涉及医疗保健提供者、制造商和监管机构,以增进对用药错误的理解和预防。