A methodological review of how heterogeneity has been examined in systematic reviews of diagnostic test accuracy

作者：Jacqueline Dinnes, Jonathan J Deeks, James B. Kirby, Paul J. Roderick · 发表于：Health Technology Assessment · 年份：2005 · DOI：10.3310/hta9120 · 被引用次数：445 · 研究领域：Meta-analysis and systematic reviews、Psychometric Methodologies and Testing、Health Education and Validation

OBJECTIVES: To review how heterogeneity has been examined in systematic reviews of diagnostic test accuracy studies. DATA SOURCES: Centre for Reviews and Dissemination's Database of Abstracts of Reviews of Effects (DARE). REVIEW METHODS: Systematic reviews that evaluated a diagnostic or screening test by including studies that compared a test with a reference test were identified from DARE. Reviews for which structured abstracts had been written up to December 2002 were screened for inclusion. Data extraction was undertaken using standardised data extraction forms. RESULTS: A total of 189 systematic reviews met the inclusion criteria. The median number of studies included was 18. Meta-analyses have a higher number with a median of 22 studies compared with 11 for narrative reviews. Graphical plots to demonstrate the spread in study results were provided in 56% of meta-analyses; in 79% these were plots of sensitivity and specificity in the receiver operating characteristic (ROC) space. Statistical tests to identify heterogeneity were used in 32% of reviews: 41% of meta-analyses and 9% of reviews using narrative syntheses. The chi-squared test and Fisher's exact test to assess heterogeneity in individual aspects of test performance were the most common. In contrast, only 16% of meta-analyses used correlation coefficients to test for a threshold effect. A narrative synthesis was used in 30% of reviews. Of the meta-analyses, 52% carried out statistical pooling alone, 18% conducted...