Literature DB >> 33614976

Representation of behaviour change interventions and their evaluation: Development of the Upper Level of the Behaviour Change Intervention Ontology.

Susan Michie1, Robert West2, Ailbhe N Finnerty1, Emma Norris1, Alison J Wright1, Marta M Marques1,3, Marie Johnston4, Michael P Kelly5, James Thomas6, Janna Hastings1.   

Abstract

Background: Behaviour change interventions (BCI), their contexts and evaluation methods are heterogeneous, making it difficult to synthesise evidence and make recommendations for real-world policy and practice. Ontologies provide a means for addressing this. They represent knowledge formally as entities and relationships using a common language able to cross disciplinary boundaries and topic domains. This paper reports the development of the upper level of the Behaviour Change Intervention Ontology (BCIO), which provides a systematic way to characterise BCIs, their contexts and their evaluations.
Methods: Development took place in four steps. (1) Entities and relationships were identified by behavioural and social science experts, based on their knowledge of evidence and theory, and their practical experience of behaviour change interventions and evaluations. (2) The outputs of the first step were critically examined by a wider group of experts, including the study ontology expert and those experienced in annotating relevant literature using the initial ontology entities. The outputs of the second step were tested by (3) feedback from three external international experts in ontologies and (4) application of the prototype upper-level BCIO to annotating published reports; this informed the final development of the upper-level BCIO.
Results: The final upper-level BCIO specifies 42 entities, including the BCI scenario, elaborated across 21 entities and 7 relationship types, and the BCI evaluation study comprising 10 entities and 9 relationship types. BCI scenario entities include the behaviour change intervention (content and delivery), outcome behaviour, mechanism of action, and its context, which includes population and setting. These entities have corresponding entities relating to the planning and reporting of interventions and their evaluations. Conclusions: The upper level of the BCIO provides a comprehensive and systematic framework for representing BCIs, their contexts and their evaluations. Copyright:
© 2020 Michie S et al.

Entities:  

Keywords:  Behaviour; behaviour change; evaluation studies; evidence synthesis; interventions; ontologies

Year:  2020        PMID: 33614976      PMCID: PMC7868854          DOI: 10.12688/wellcomeopenres.15902.1

Source DB:  PubMed          Journal:  Wellcome Open Res        ISSN: 2398-502X


  10 in total

1.  Knowledge Extraction and Prediction from Behavior Science Randomized Controlled Trials: A Case Study in Smoking Cessation.

Authors:  Francesca Bonin; Martin Gleize; Yufang Hou; Debasis Ganguly; Ailbhe N Finnerty; Charles Jochim; Alessandra Pascale; Pierpaolo Tommasi; Pol Mac Aonghusa; Susan Michie
Journal:  AMIA Annu Symp Proc       Date:  2021-01-25

2.  Outcome Prediction from Behaviour Change Intervention Evaluations using a Combination of Node and Word Embedding.

Authors:  Debasis Ganguly; Martin Gleize; Yufang Hou; Charles Jochim; Francesca Bonin; Alessandra Pascale; Pierpaolo Tommasi; Pol Mac Aonghusa; Robert West; Marie Johnston; Mike Kelly; Susan Michie
Journal:  AMIA Annu Symp Proc       Date:  2022-02-21

Review 3.  Tailored physical activity behavior change interventions: challenges and opportunities.

Authors:  Jasmin K Ma; Theresa A Floegel; Linda C Li; Jenny Leese; Mary A De Vera; Mark R Beauchamp; Jack Taunton; Teresa Liu-Ambrose; Kelli D Allen
Journal:  Transl Behav Med       Date:  2021-12-14       Impact factor: 3.626

4.  Delivering Behaviour Change Interventions: Development of a Mode of Delivery Ontology.

Authors:  Marta M Marques; Rachel N Carey; Emma Norris; Fiona Evans; Ailbhe N Finnerty; Janna Hastings; Ella Jenkins; Marie Johnston; Robert West; Susan Michie
Journal:  Wellcome Open Res       Date:  2021-02-26

Review 5.  Why and how to engage expert stakeholders in ontology development: insights from social and behavioural sciences.

Authors:  Emma Norris; Janna Hastings; Marta M Marques; Ailbhe N Finnerty Mutlu; Silje Zink; Susan Michie
Journal:  J Biomed Semantics       Date:  2021-03-23

6.  A Scalable Service to Improve Health Care Quality Through Precision Audit and Feedback: Proposal for a Randomized Controlled Trial.

Authors:  Zach Landis-Lewis; Allen Flynn; Allison Janda; Nirav Shah
Journal:  JMIR Res Protoc       Date:  2022-05-10

7.  The Cooperation Databank: Machine-Readable Science Accelerates Research Synthesis.

Authors:  Giuliana Spadaro; Ilaria Tiddi; Simon Columbus; Shuxian Jin; Annette Ten Teije; Daniel Balliet
Journal:  Perspect Psychol Sci       Date:  2022-05-17

8.  The Role of Open Science Practices in Scaling Evidence-Based Prevention Programs.

Authors:  Robert T Ammerman; Anne K Duggan; John A List; Dana Suskind; Lauren H Supplee
Journal:  Prev Sci       Date:  2021-11-15

9.  A Theory- and Evidence-Based Digital Intervention Tool for Weight Loss Maintenance (NoHoW Toolkit): Systematic Development and Refinement Study.

Authors:  Marcela Matos; Elina Mattila; Marta M Marques; Jorge Encantado; Cristiana Duarte; Pedro J Teixeira; R James Stubbs; Falko F Sniehotta; Miikka Ermes; Marja Harjumaa; Juha Leppänen; Pasi Välkkynen; Marlene N Silva; Cláudia Ferreira; Sérgio Carvalho; Lara Palmeira; Graham Horgan; Berit Lilienthal Heitmann; Elizabeth H Evans; António L Palmeira
Journal:  J Med Internet Res       Date:  2021-12-03       Impact factor: 5.428

10.  Progress in conducting and reporting behaviour change intervention studies: a prospective retrospection.

Authors:  Marie Johnston
Journal:  Health Psychol Behav Med       Date:  2021-06-21
  10 in total

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