QUADAS-3: Updated Tool to Evaluate Risk of Bias and Applicability Concerns in Diagnostic Test Accuracy Studies

Authors

  • Penny Whiting Population Health Sciences, Bristol Medical School, University of Bristol image/svg+xml
  • Eve Tomlinson Population Health Sciences, Bristol Medical School, University of Bristol image/svg+xml
  • Bada Yang Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University image/svg+xml
  • Clare Davenport Test and Prediction Group, Department of Applied Health Science, University of Birmingham ; NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and University of Birmingham, Birmingham, UK image/svg+xml
  • Mariska M. Leeflang Amsterdam University Medical Centers, University of Amsterdam image/svg+xml
  • Sue Mallett Centre for Medical Imaging, University College London image/svg+xml
  • Anne W.S. Rutjes UniCamillus - Saint Camillus International University of Health and Medical Sciences image/svg+xml

DOI:

https://doi.org/10.54103/2282-0930/29260

Abstract

Introduction: The QUADAS‐2 tool, published in 2011, was designed to evaluate the risk of bias and applicability of diagnostic test accuracy (DTA) studies. The publication reporting QUADAS-2 has been cited over 12, 000 times and it is the recommended tool to assess risk of bias and applicability of studies for major HTA organizations. Although feedback on QUADAS-2 has generally been positive, some signaling questions have been identified as problematic and the tool could be improved based on features included in more recently developed tools.

Objectives: To update QUADAS-2 to develop the new QUADAS-3 tool.

Methods: We established a core-group of methodological experts to lead the development of the QUADAS-3 tool supported by a wider steering group.

We followed the following steps:

  • Summarised modifications made to QUADAS-2 for the Cochrane Handbook
  • Web-based survey of reviewers that have used QUADAS-2
  • Considered developments from more recent tools in terms of tool structure and implementation
  • Undertook a review of methodological studies that had evaluated QUADAS-2
  • Undertook a review of 50 Cochrane DTA reviews to highlight challenges with the assessment of applicability

We have produced a draft tool which has undergone piloting. The results of the piloting, which also included a comparison of the use of signalling questions with signalling statements, was used to inform the final version of the tool.

Results

The new tool follows a similar structure to the QUADAS-2 tool but with some major updates.  Key changes include:  

  • An option to define separate synthesis questions rather than just a single review question
  • A new section on defining the ideal test accuracy trial for each synthesis question
  • Assessment of risk of bias and applicability at the accuracy estimate level rather than the study level
  • A change in answers to signaling questions to include options of “probably yes” and “probably no” and to replace “unclear” with “no information”
  • Replacement of “Flow and Timing domain” with new “Analysis” domain
  • Changes to some signaling questions
  • Inclusion of a section for judging overall risk of bias and applicability (across domains)

Conclusions: The QUADAS-3 tool incorporates several changes compared to the previous version (QUADAS-2) which we hope will improve its validity, usability, and usefulness. QUADAS-3 will be introduced at the conference and the results of piloting discussed.

Downloads

Download data is not yet available.

Published

2025-09-08

How to Cite

1.
Whiting P, Tomlinson E, Yang B, Davenport C, Leeflang MM, Mallett S, et al. QUADAS-3: Updated Tool to Evaluate Risk of Bias and Applicability Concerns in Diagnostic Test Accuracy Studies. ebph [Internet]. 2025 [cited 2026 Feb. 28];. Available from: https://riviste.unimi.it/index.php/ebph/article/view/29260

Issue

Section

Congress Abstract - Section 1: Epidemiologia Generale