TITLE

Revisiting youden's index as a useful measure of the misclassification error in meta-analysis of diagnostic studies

AUTHOR(S)
Böhning, Dankmar; Böhning, Walailuck; Holling, Heinz
PUB. DATE
December 2008
SOURCE
Statistical Methods in Medical Research;Dec2008, Vol. 17 Issue 6, p543
SOURCE TYPE
Academic Journal
DOC. TYPE
Article
ABSTRACT
The paper considers meta-analysis of diagnostic studies that use a continuous score for classification of study participants into healthy or diseased groups. Classification is often done on the basis of a threshold or cut-off value, which might vary between studies. Consequently, conventional meta-analysis methodology focusing solely on separate analysis of sensitivity and specificity might be confounded by a potentially unknown variation of the cut-off value. To cope with this phenomena it is suggested to use, instead, an overall estimate of the misclassification error previously suggested and used as Youden's index and; furthermore, it is argued that this index is less prone to between-study variation of cut-off values. A simple Mantel-Haenszel estimator as a summary measure of the overall misclassification error is suggested, which adjusts for a potential study effect. The measure of the misclassification error based on Youden's index is advantageous in that it easily allows an extension to a likelihood approach, which is then able to cope with unobserved heterogeneity via a nonparametric mixture model. All methods are illustrated at hand of an example on a diagnostic meta-analysis on duplex doppler ultrasound, with angiography as the standard for stroke prevention.
ACCESSION #
35789652

 

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