Guidance for defining outcomes in clinical trials

Read full text
Authors: Xiangji Ying, Tianjing Li, Joanne McKenzie, Matthew James Page, Kiran Ninan, Jean-Pierre Oberste, Colby J. Vorland, Andrew William Brown, Riaz Qureshi, Nicholas DeVito, Ian Jude Saldanha, Martin Offringa
+7 more Nancy J Butcher, Sirui Zhang, Phi‐Yen Nguyen, Joe D Menke, Veronica Ka Wai Lai, Halil Kilicoglu, Evan Mayo‐Wilson
Cited by: 1

Abstract

Defining outcomes completely before conducting clinical trials helps to mitigate reporting biases; however, there is limited guidance to help investigators define outcomes completely. We aimed to develop a structured approach for defining trial outcomes completely and consistently.We reviewed literature, developed preliminary rules for defining outcomes, and refined them iteratively. We randomly selected randomized controlled trials (RCTs) on ClinicalTrials.gov that registered before their start dates and posted results by January 4, 2024. The 225 included RCTs evaluated 3,424 outcomes. Two raters independently applied preliminary rules to define each outcome. When raters encountered outcomes they could not define, we refined the rules. We continued this process until no further changes were needed. We discussed and finalized our approach in a consensus meeting.We define an “outcome” as a value for each participant that will be used in analysis to generate study results. A complete outcome definition includes six elements: outcome domain, specific measurement, specific metric, cutoff, variable type, and timepoint. We developed rules for naming specific measurements for both subjective and objective outcomes. We expanded on prior work by developing more comprehensive categories for specific metrics. We introduced "cutoff" as a distinct element with three subelements. To clarify the boundary between outcome definitions and statistical methods, we replaced a previously described element, "method of aggregation," with "variable type," which refers to whether the value for each individual is continuous or categorical.Trialists and sponsors could use this approach alongside other guidelines to define outcomes in trial registrations, protocols, and result reports.

Fields of Study & Subjects

Meta-analysis and systematic reviews Reliability and Agreement in Measurement Statistical Methods in Clinical Trials

Publication details

Publisher
Center for Open Science
Publication date
31 March 2026
Document type
Preprint