A comparison of measures of disproportionality for signal detection in spontaneous reporting systems for adverse drug reactions

一致性 药物警戒 医学 统计 泊松回归 泊松分布 置信区间 卡帕 优势比 不利影响 数据挖掘 药物流行病学 内科学 药理学 数学 计算机科学 环境卫生 人口 几何学 药方
作者
Eugène van Puijenbroek,Andrew Bate,Hubert G.M. Leufkens,Marie Lindquist,Roland Orre,Toine C. G. Egberts
出处
期刊:Pharmacoepidemiology and Drug Safety [Wiley]
卷期号:11 (1): 3-10 被引量:1291
标识
DOI:10.1002/pds.668
摘要

PURPOSE: A continuous systematic review of all combinations of drugs and suspected adverse reactions (ADRs) reported to a spontaneous reporting system, is necessary to optimize signal detection. To focus attention of human reviewers, quantitative procedures can be used to sift data in different ways. In various centres, different measures are used to quantify the extent to which an ADR is reported disproportionally to a certain drug compared to the generality of the database. The objective of this study is to examine the level of concordance of the various estimates to the measure used by the WHO Collaborating Centre for International ADR monitoring, the information component (IC), when applied to the dataset of the Netherlands Pharmacovigilance Foundation Lareb. METHODS: The Reporting Odds Ratio--1.96 standard errors (SE), proportional reporting ratio--1.96 SE, Yule's Q--1.96 SE, the Poisson probability and Chi-square test of all 17,330 combinations were compared with the IC minus 2 standard deviations. Additionally, the concordance of the various tests, in respect to the number of reports per combination, was examined. RESULTS: In general, sensitivity was high in respect to the reference measure when a combination of point- and precision estimate was used. The concordance increased dramatically when the number of reports per combination increased. CONCLUSION: This study shows that the different measures used are broadly comparable when four or more cases per combination have been collected.
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