ArticleBMJ open2026
Logic model development through a feasibility RCT for a group-based weight management programme.
Article in BMJ open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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Abstract
objectivesClinical psychology interventions for reducing obesity have developed alongside pharmacological and surgical treatments, but usually as interventions for individual patients. Any healthcare intervention rests on a logic model: assumptions that through specific physical and social mechanisms, it will produce certain intended outcomes, provided that conducive background conditions ('contexts') exist. Using evidence from the feasibility trial preceding a full randomised controlled trial (RCT), this paper assesses the empirical validity of the initial logic model of a new group-based weight management intervention: PROGROUP, designed for patients with body mass index (BMI) ≥40 kg/m
designMultimethod proof-of-concept study by means of realist evaluation of the initial PROGROUP logic model. We:Elicited the logic model underlying the intervention design.Compared these assumptions with data from a pre-RCT feasibility study in two English and one Welsh National Health Service (NHS) sites during 2021-2023.Revised the logic model in light of the data, noting how much variation in delivery the programme components (therapeutic mechanisms) could tolerate.
settingSpecialised ambulatory mental health services in the English NHS.
participantsAdults with severe obesity (BMI ≥40 kg/m
interventionGroup-building techniques to enhance group members' adoption of evidence-based methods of behaviour change affecting their dietary behaviour and physical activity. PRIMARY AND SECONDARY OUTCOME MEASURES: Qualitative outcomes. What kinds of:Mechanisms were established and triggered by the attempt to implement PROGROUP (secondary outcome, see objective 1 above).Patient behaviours resulted and whether patients sustained them after the intervention ended (primary outcome; see objective 1 above); and what kinds of context affected that (objectives 2 and 3).Quantitative measures not used.
resultsThe initial logic model assumed that the following sequence of mechanisms would produce weight loss: referral from GP to specialist weight management services; further referral to PROGROUP; preparatory individual consultation; facilitated group sessions produce a group identity; group identity reinforces weight management capability and motivation; further individual consultations adjust for individual circumstances; behaviour change outside the treatment setting, producing weight loss. Contexts necessary for these mechanisms to work included: sufficient catchment population; group size, continuity and membership retention; suitable location; facilitator training; and practical support outside the treatment setting.
conclusionsThe findings suggested revisions to the logic model, but more in the delivery components and contextual assumptions than the core therapeutic mechanisms. There was scope to simplify the referral mechanisms. Different professions could implement the model. A realist evaluation of a pre-RCT feasibility study can be used to make the intervention's logic model more securely evidence-based, serving as a proof-of-concept test for the intervention. It indicated the conditions under which such group psychological interventions might be more widely used. TRIAL REGISTRATION NUMBER: ISRCTN22088800.
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