Targeted test evaluation: five suggestions for refining the framework for designing diagnostic accuracy studies with clear study hypotheses

Five years ago, Korevaar and colleagues proposed a framework for designing diagnostic accuracy studies, focusing on the definition of clear study hypotheses. This proposal filled a gap and was well received by the scientific community. In this commentary, I suggest five potential refinements. They aim at increasing the flexibility of the framework while pertaining its logical consistency. The refinements address the following five topics: (1) The relationship between minimal criteria and the choice of the null hypothesis region; (2) The potential to allow compensation between sensitivity and specificity; (3) The possibility to use other pairs than sensitivity and specificity; (4) The potential phrasing as an estimation problem; (5) The advantages of directly moving to a comparative accuracy study.

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Publication Details

Journal
Diagnostic and Prognostic Research
Published
2025-11-03
DOI
https://doi.org/10.1186/s41512-025-00207-6
Primary Topic
Meta-analysis and systematic reviews
Type
article
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article

Targeted test evaluation: five suggestions for refining the framework for designing diagnostic accuracy studies with clear study hypotheses

Werner Vach
Diagnostic and Prognostic Research
Meta-analysis and systematic reviews
article

Targeted test evaluation: five suggestions for refining the framework for designing diagnostic accuracy studies with clear study hypotheses

Werner Vach
article en

Abstract

Five years ago, Korevaar and colleagues proposed a framework for designing diagnostic accuracy studies, focusing on the definition of clear study hypotheses. This proposal filled a gap and was well received by the scientific community. In this commentary, I suggest five potential refinements. They aim at increasing the flexibility of the framework while pertaining its logical consistency. The refinements address the following five topics: (1) The relationship between minimal criteria and the choice of the null hypothesis region; (2) The potential to allow compensation between sensitivity and specificity; (3) The possibility to use other pairs than sensitivity and specificity; (4) The potential phrasing as an estimation problem; (5) The advantages of directly moving to a comparative accuracy study.

Diagnostic and Prognostic ResearchVol. 9(1)
University of Southern Denmark (DK), Musik Akademie Basel (CH)
Openalex Percentile: Top 68%
Meta-analysis and systematic reviews
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