ArticleWellcome open research2022
Developing and using ontologies in behavioural science: addressing issues raised.
Article in Wellcome open research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
8 citing papers in PubMed.
- ACCELERATE-BASSO: early experiences and emerging best practices for ontology development in behavioral and social science research.Journal of biomedical semantics · 2026Article
- Cost-effectiveness of digital health interventions for supporting mental health of children and young people: a rapid review and narrative synthesis.European child & adolescent psychiatry · 2026Review
- Article
- An Ontology-Based Approach for Understanding Appendicectomy Processes and Associated Resources.Healthcare (Basel, Switzerland) · 2024Article
- The BSSO Foundry: A community of practice for ontologies in the behavioural and social sciences.Wellcome open research · 2024Article
- New living evidence resource of human and non-human studies for early intervention and research prioritisation in anxiety, depression and psychosis.BMJ mental health · 2023Article
- Digital mental health: challenges and next steps.BMJ mental health · 2023Review
- Specifying how intervention content is communicated: Development of a Style of Delivery Ontology.Wellcome open research · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
Ontologies are ways of representing aspects of the world in terms of uniquely defined classes of 'entities' and relationships between them. They are widely used in biological science, data science and commerce because they provide clarity, consistency, and the ability to link information and data from different sources. Ontologies offer great promise as representational systems in behavioural science and could revolutionise descriptions of studies and findings, and the expression of models and theories. This paper discusses issues that have been raised about using ontologies in behavioural science and how these can be addressed. The issues arise partly from the way that ontologies represent information, which can be perceived as reductionist or simplistic, and partly from issues to do with their implementation. However, despite the simplicity of their structure, ontologies can represent complex entities that change over time, as well as their inter-relationships and highly nuanced information about them. Nevertheless, ontologies are only one of many ways of representing information and it is important to recognise when other forms are more efficient. With regard to implementation, it is important to build ontologies with involvement from the communities who will be using them. Far from constraining intellectual creativity, ontologies that are broadly-based can facilitate expression of nuance, comparison of findings and integration of different approaches and theories. Maintaining and updating ontologies remain significant challenges but can be achieved through establishing and coordinating communities of practice.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.