← All research

2026 · Article · PLOS Medicine

Guidance for defining outcomes in clinical trials

Xiangji Ying; Tianjing Li; Joanne E. McKenzie; Matthew J. Page; Kiran Ninan; Jean-Pierre Oberste; Colby J. Vorland; Andrew W. Brown; Riaz Qureshi; Nicholas J. DeVito; Ian J. Saldanha; Martin Offringa; Nancy J. Butcher; Sirui Zhang; Phi-Yen Nguyen; Joe Menke; Veronica Ka Wai Lai; Halil Kilicoglu; Evan Mayo-Wilson

Develops a structured approach for defining clinical-trial outcomes completely and consistently before trials begin.

Published in PLOS Medicine on 21 October 2026 as Guidelines and Guidance. Earlier MetaArXiv versions are retained below.

Open-science resources

Resource verification & source notes
  • Published article (open access): Full final publisher JATS inspected; CC BY 4.0 license, final DOI and complete 19-author byline verified.
  • Preprint, version 2: OSF version 2 and primary manuscript retrieved; Crossref confirms is-version-of relationship.
  • Preprint: Public preprint record in the saved source catalogue. No final journal article identified as of retrieval.
  • Supporting information: All six publisher supplementary DOCX files were downloaded and document XML inspected: registry fields, worked outcome examples, framework comparison, metric definitions, time-point guidance and registry-field table. These are materials, not shared analysis code or a study dataset.

Publication details

Research themes

Reporting transparency

Clinical trials · Outcome definitions

Author affiliations & identifiers
  • Xiangji Ying: 1 Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill, North Carolina, United States of America · ORCID https://orcid.org/0000-0002-1713-3788
  • Tianjing Li: 2 Department of Ophthalmology, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America
  • Joanne E. McKenzie: 3 Methods in Evidence Synthesis Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia · ORCID https://orcid.org/0000-0003-3534-1641
  • Matthew J. Page: 3 Methods in Evidence Synthesis Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia · ORCID https://orcid.org/0000-0002-4242-7526
  • Kiran Ninan: 1 Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill, North Carolina, United States of America · ORCID https://orcid.org/0000-0002-8085-6751
  • Jean-Pierre Oberste: 1 Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill, North Carolina, United States of America · ORCID https://orcid.org/0009-0003-2075-5267
  • Colby J. Vorland: 4 Department of Epidemiology and Biostatistics, Indiana University School of Public Health-Bloomington, Bloomington, Indiana, United States of America · ORCID https://orcid.org/0000-0003-4225-372X
  • Andrew W. Brown: 5 Department of Biostatistics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America; 6 Arkansas Children’s Research Institute, Little Rock, Arkansas, United States of America · ORCID https://orcid.org/0000-0002-1758-8205
  • Riaz Qureshi: 2 Department of Ophthalmology, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States of America · ORCID https://orcid.org/0000-0002-6670-4874
  • Nicholas J. DeVito: 7 Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom · ORCID https://orcid.org/0000-0001-8286-1995
  • Ian J. Saldanha: 8 Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America · ORCID https://orcid.org/0000-0002-2062-3382
  • Martin Offringa: 9 Child Health Evaluative Sciences, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada · ORCID https://orcid.org/0000-0002-4402-5299
  • Nancy J. Butcher: 9 Child Health Evaluative Sciences, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada; 10 Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada · ORCID https://orcid.org/0000-0002-5152-0108
  • Sirui Zhang: 11 Department of Epidemiology, School of Public Health, Brown University, Providence, Rhode Island, United States of America · ORCID https://orcid.org/0009-0002-8410-436X
  • Phi-Yen Nguyen: 3 Methods in Evidence Synthesis Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia · ORCID https://orcid.org/0000-0002-0476-3385
  • Joe Menke: 12 School of Information Sciences, University of Illinois Urbana-Champaign, Champaign, Illinois, United States of America · ORCID https://orcid.org/0000-0002-7374-7549
  • Veronica Ka Wai Lai: 9 Child Health Evaluative Sciences, The Hospital for Sick Children Research Institute, Toronto, Ontario, Canada · ORCID https://orcid.org/0000-0003-3593-9141
  • Halil Kilicoglu: 12 School of Information Sciences, University of Illinois Urbana-Champaign, Champaign, Illinois, United States of America · ORCID https://orcid.org/0000-0003-3987-9393
  • Evan Mayo-Wilson: 1 Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill, North Carolina, United States of America · ORCID https://orcid.org/0000-0001-6126-2459

Versions & associated materials

These items belong to this research work. Their individual titles, author lists, and source identifiers are preserved below.

Guidance for defining outcomes in clinical trials

Preprint · 2026 · MetaArXiv

Xiangji Ying; Tianjing Li; Joanne McKenzie; Matthew James Page; Kiran Ninan; Jean-Pierre Oberste; Colby J. Vorland; Andrew William Brown; Riaz Qureshi; Nicholas J DeVito; Ian Saldanha; Martin Offringa; Nancy J. Butcher; Sirui Zhang; Phi-Yen Nguyen; Joe D Menke; Veronica Ka Wai Lai; Halil Kilicoglu; Evan Mayo-Wilson

DOI: 10.31222/osf.io/5wrsm_v1

Guidance for defining outcomes in clinical trials

Preprint · 2026 · MetaArXiv

Xiangji Ying; Tianjing Li; Joanne E McKenzie; Matthew J Page; Kiran Ninan; Jean-Pierre Oberste; Colby J Vorland; Andrew W Brown; Riaz Qureshi; Nicholas J DeVito; Ian J Saldanha; Martin Offringa; Nancy J Butcher; Sirui Zhang; Phi-Yen Nguyen; Joe Menke; Veronica Ka Wai Lai; Halil Kilicoglu; Evan Mayo-Wilson

DOI: 10.31222/osf.io/5wrsm_v2

Metadata sources: Publisher, OpenAlex, Google Scholar, OSF. Classification is an editorial interpretation of the title, abstract, and supplied CV.