Non-communicable Disease Epidemiology Unit, Department of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK.
Br J Clin Pharmacol. 2010 Jan;69(1):4-14. doi: 10.1111/j.1365-2125.2009.03537.x.
To investigate the range of methods used to validate diagnoses in the General Practice Research Database (GPRD), to summarize findings and to assess the quality of these validations.
A systematic literature review was performed by searching PubMed and Embase for publications using GPRD data published between 1987 and April 2008. Additional publications were identified from conference proceedings, back issues of relevant journals, bibliographies of retrieved publications and relevant websites. Publications that reported attempts to validate disease diagnoses recorded in the GPRD were included.
We identified 212 publications, often validating more than one diagnosis. In total, 357 validations investigating 183 different diagnoses met our inclusion criteria. Of these, 303 (85%) utilized data from outside the GPRD to validate diagnoses. The remainder utilized only data recorded in the database. The median proportion of cases with a confirmed diagnosis was 89% (range 24-100%). Details of validation methods and results were often incomplete.
A number of methods have been used to assess validity. Overall, estimates of validity were high. However, the quality of reporting of the validations was often inadequate to permit a clear interpretation. Not all methods provided a quantitative estimate of validity and most methods considered only the positive predictive value of a set of diagnostic codes in a highly selected group of cases. We make recommendations for methodology and reporting to strengthen further the use of the GPRD in research.
调查在全科医学研究数据库(GPRD)中用于验证诊断的方法范围,总结发现并评估这些验证的质量。
通过在 PubMed 和 Embase 中搜索使用 GPRD 数据发表的出版物,进行了系统的文献回顾,这些出版物的发表时间在 1987 年至 2008 年 4 月之间。还从会议记录、相关期刊的过刊、检索出版物的参考文献和相关网站中确定了其他出版物。包括报告尝试验证 GPRD 中记录的疾病诊断的出版物。
我们确定了 212 篇出版物,其中经常验证不止一种诊断。总共,有 357 项验证调查了 183 种不同的诊断,符合我们的纳入标准。其中,303 项(85%)利用了 GPRD 之外的数据来验证诊断。其余的仅利用了数据库中记录的数据。确认诊断的病例中位数比例为 89%(范围 24-100%)。验证方法和结果的详细信息往往不完整。
已经使用了多种方法来评估有效性。总体而言,有效性的估计值很高。然而,验证报告的质量往往不足以进行明确的解释。并非所有方法都提供了诊断代码集有效性的定量估计,并且大多数方法仅考虑了一组高度选择的病例中诊断代码的阳性预测值。我们提出了方法和报告的建议,以进一步加强 GPRD 在研究中的应用。