Meta-analyses of diagnostic test accuracy could not be replicated

ID: 

OS01.1

Session: 

Oral session: Diagnostic test accuracy review

Date: 

Tuesday 22 October 2019 - 11:00 to 12:30

Location: 

All authors in correct order:

Stegeman I1, Leeflang M2
1 Utrecht Medical Center, Amsterdam UMC, The Netherlands
2 Amsterdam UMC, The Netherlands
Presenting author and contact person

Presenting author:

Inge Stegeman

Contact person:

Abstract text
Background: previous studies have investigated the transparent and informative reporting of a wide variety of study designs, including systematic reviews.

Objectives: in this study, we went a step further and actually tried to replicate the reported results from meta-analyses of diagnostic test accuracy.

Methods: we selected all systematic reviews of diagnostic test accuracy published in January 2018 and containing a meta-analysis. We requested the protocol from the review authors and used this information and the information in the published review to replicate the reported meta-analysis. Unsuccessful replication was defined as a result differing more than 1% point from the reported point estimates; or reported primary study results that were different from the actual primary study results; or if the data from the primary studies could not be extracted without checking the data in the review first.

Results: of the 51 included reviews, 16 had a protocol registered in PROSPERO and five of those responded to our request for a protocol. Four others replied, but did not send the protocol. Eighteen reviews (35%) provided all the details needed to replicate the largest meta-analysis in that review without going back to the included studies. In 14 (27.5%) of those, the outcome of the meta-analysis could be replicated. Considering the correctness of the numbers from the primary papers and the availability of a search only two meta-analyses were fully replicable.

Conclusions: published meta-analyses of diagnostic test accuracy were poorly replicable. This was partly because of lack of information about the methods and data used; and partly because of mistakes in the data extraction or data reporting.

Patient or healthcare consumer involvement: patients and heathcare consumers did not participate in this study.

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