Evidence map›Paper›PMID 40826507›Full record

ArticleBritish journal of health psychology2025

Measuring processes of change in behavioural interventions: Insights gained from linking mechanisms of action to associated measures.

Paulina M Schenk, Susan Michie, Marie Johnston, Talea Cornelius

Abstract read
In one paragraph

Article in British journal of health psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Paulina M SchenkCentre for Behaviour Change, University College London, London, UK.ORCID 0000-0002-5239-1977
Susan MichieCentre for Behaviour Change, University College London, London, UK.ORCID 0000-0003-0063-6378
Marie JohnstonAberdeen Health Psychology Group, University of Aberdeen, Aberdeen, UK.ORCID 0000-0003-0124-4827
Talea CorneliusCenter for Behavioral Cardiovascular Health, Columbia University Irving Medical Center, New York, New York, USA.ORCID 0000-0001-7181-0981

Funding

Columbia University Science of Behavior Change Resource and Coordinating Center renewal -Ontology Administrative SupplementU24AG052175 · NIA · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI EDMONDSON, DONALD · 2015 to 2024
$14.5M
Advancing Prevention Research In Cancer through Ontology Tools (The APRICOT project) Project Narrative U01CA291884 · NCI · UNIVERSITY COLLEGE LONDON · PI Susan Michie · 2024 to 2026
$1.4M
National Institutes of Health award 'Accelerating Behavioral and Social Sciences Through Ontology Development and Application: NIH Research Network Project (APRICOT).' [1U01CA291884-01]National Institutes of Health Science of Behavior Change Program through an award administered by the National Institute on Aging (U24AG052175)NCI NIH HHS U01 CA291884NIA NIH HHS U24 AG052175Wellcome TrustWellcome Trust collaborative award as a part of the Human Behaviour-Change Project: Building the science of behaviour change for complex intervention development (201,524/Z/16/Z).
6 · The paper itself

Abstract

backgroundTesting mechanisms of action (MoAs) hypothesized to drive behaviour change improves intervention efficacy and allows theoretical propositions to be evaluated, enabling evidence accumulation. However, clear correspondence between behavioural MoAs and associated measures is lacking, creating challenges for intervention evaluation.

aimsTo link well-defined behavioural MoAs to multidimensional measures.

methodTwo researchers independently judged whether 44 measures (comprising 131 (sub)scales) in the Science of Behavior Change (SOBC) Measures Repository are suitable for measuring 270 MoAs from the Human Behaviour-Change Project's MoA Ontology (2022). Links were categorized as 'confirmed' (aligned with a prior expert opinion study linking measures to 26 MoAs), 'removed' or 'new'. Judgements were compared, discussed, reconciled iteratively and jointly reviewed for consistency.

resultsSix hundred and eighty-six links between SOBC measures and MoAs were identified (397 'confirmed', 289 'new'). Measures were found to tap into multiple MoAs, with 5.24 MoAs linked to each measure on average. These links demonstrated greater granularity than those identified in a previous expert opinion study because MoAs from the MoA Ontology were more specific than MoAs from this previous study. Commonly co-occurring MoAs were identified (e.g., 'self-regulation process' and 'self-regulation capability') and MoAs potentially missing from the ontology were noted.

conclusionThe refined measure-MoA links provide more precise guidance for researchers when designing and/or selecting measures to assess the role of MoAs in theory-based behavioural interventions. Future research should further explore measure-MoA links by, for example, testing the discriminant content validity of ostensibly distinct measures that tap into the same or similar MoAs.

Indexed as

Behavior TherapyHealth BehaviorHumansbehaviourmeasuremeasurementmechanismontology

Identifiers

PMID40826507
PMCPMC12361588

What Socratic holds

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Registered trials

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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 Socratic graph.