In terms of meta analysis of diagnostic accuracy, forrest plot of sensitivity and specificity can be obtained using the stata software. But weight of each study does not display in this figure. So is there any way to solve this?
Thank you for your useful answer. I wonder whether you have a sample graphic output to demonstrate this or provide reference to your publications which may have similar output. Thanks.
Thank you all for the insightful answers above. What method I used for obtaining summary statistics is bivariate model.
The bivariate model utilizes a hierarchical structure of the distribution of data in terms of two levels corresponding to variation within and between studies[EW1] and preserves the two-dimensional nature of diagnostic accuracy. Considering the significant between-study heterogeneity, it is more appropriate to use this model. Secondly, it allows for a potential correlation between sensitivity and specificity and manages the differences in the precision of the two estimates. At last, the bivariate model takes into account the effect of covariates that affect sensitivity and specificity, which means explanatory variables can be added to the model. This model is currently regarded as the optimal method for acquiring pooled statistics for meta-analysis of diagnostic test accuracy trial and recommended by the Diagnostic Test Accuracy Working Group of the Cochrane Collaboration and the Agency for Healthcare Research and Quality (AHRQ).