Skip to search boxSkip to navigationSkip to main content

GRADE concept paper 9: rationale and process for creating a GRADE Ontology

  • Paul Whaley(corresponding author)
    ,
  • Brian Alper(corresponding author)
    ,
  • Joanne Dehnbostel
    ,
  • ,
  • Stavros Antoniou
    ,
  • Antonio Bognanni
*Corresponding author for this work
  • Johns Hopkins University
    ,
  • Lancaster Environment Centre
    ,
  • Computable Publishing LLC
    ,
  • Scientific Knowledge Accelerator Foundation
    ,
  • University of Arizona
    ,
Research Output:
Contribution to journal
Article
Peer-review

Open access

Publication Information

Output type

Research Output:
Contribution to journal
Article
Peer-review

Original language

English

Article number

111921

Journal (Volume, Issue Number)

Journal of Clinical Epidemiology (Volume 187)

Publication milestones

  • Published - 11/2025

Publication status

Published - 11/2025

ISSN

0895-4356

Publication IDs

  • Scopus: 105015147810
  • PubMed: 40769258

Abstract

Context: As the rate of research production accelerates, the ability to efficiently and unambiguously communicate judgments relating to the synthesis, evaluation, and use of scientific information becomes paramount. Perspective: Scientific information can be viewed as a “layered infrastructure” of data, evidence, knowledge, and use. The GRADE approach serves as a de facto data standard for this infrastructure, supporting movement between layers by reducing ambiguity in claims to knowledge (in the form of judgements of certainty in the evidence when answering research questions) and level of commitment to possible solutions to problems (in the form of strength of recommendations for interventions). Purpose: This GRADE concept paper outlines the structure, purpose, and potential benefits of the GRADE Ontology for (a) the creators of, educators in, and users of systematic reviews, health guidelines, and health technology assessments, and (b) the development of tools that help with conducting, finding, and summarising the same. This paper also presents the processes for the development and maintenance of the GRADE Ontology, a formalised terminology standard within GRADE that will support the efficiency, rigour, consistency, and interoperability of GRADE's use. Plain Language Summary: The rate of research production is increasing exponentially. It is therefore becoming increasingly important to quickly, efficiently, and unambiguously communicate the judgments made and processes used when doing research and using evidence to inform policy decisions. GRADE is a widely used approach to assessing certainty of evidence when answering research questions and making recommendations for health interventions, designed to help with the efficient and transparent evaluation and use of evidence. However, the absence of a formalized terminology standard within GRADE limits the efficiency with which the results of its use can be communicated. In response, the GRADE Ontology is being created. This concept paper outlines what an ontology is, how it helps with communicating scientific information, the specific benefits of the GRADE Ontology, and the processes for developing and maintaining a useful, valid ontology that supports the use of the GRADE approach.