Evidence map›Paper›PMID 41843894›Full record

Trial reportPloS one2026

Inside the black box: Refining programme theory in the PriDem dementia care study.

Sarah Griffiths, Emily Spencer, Louise Robinson, Greta Rait, PriDem Study Team

Abstract readClinical TrialMulticenter Study
In one paragraph

Trial report in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Sarah GriffithsResearch Department of Primary Care and Population Health, University College London, London, United Kingdom.ORCID https://orcid.org/0000-0002-2652-3163
Emily SpencerResearch Department of Primary Care and Population Health, University College London, London, United Kingdom.
Louise RobinsonPopulation Health Sciences Institute, Newcastle University, Newcastle Biomedical Research Building, Campus for Ageing and Vitality, Newcastle upon Tyne, United Kingdom.
Greta RaitResearch Department of Primary Care and Population Health, University College London, London, United Kingdom.
PriDem Study Team

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionRefining programme theory following feasibility testing is a critical but rarely reported step in the development of complex interventions, creating a 'black box' in implementation science. This lack of transparency limits understanding of how and why interventions work and constrains effective scale-up and adaptation. This challenge is particularly salient in post-diagnostic dementia support, which is often fragmented in primary care, with limited guidance on how system-level interventions can be implemented and adapted in real-world settings. The PriDem programme developed a flexible, primary care-led intervention to improve post-diagnostic dementia support, involving Clinical Dementia Leads (CDLs) working with general practices to strengthen care systems. Programme theory was articulated in a logic model, to guide a feasibility implementation study, which demonstrated intervention feasibility, acceptability, and potential for systems-level change. Understanding how the intervention operated in practice was critical to refining this theory and informing future scale-up. This paper presents a structured exemplar of theory refinement, addressing this recognised gap in implementation science.

methodsA deductive thematic analysis was conducted, using the logic model as a coding framework. We synthesised previously reported findings with new qualitative insights from feasibility interviews, fieldnotes, supervision records and researcher reflections. Confirmed, refined, and newly emergent theoretical components were identified and the logic model updated.

resultsMany original theory elements were confirmed, including improved review processes leading to enhanced care plan personalisation and staff training increasing confidence in care delivery. New mechanisms were identified, such as mapping local services as a relational tool and dementia review templates as educational resources. Pre-implementation activities, such as specific CDL training and champion identification, emerged as critical to success. Role ambiguity and capacity concerns acted as negative mechanisms, impeding implementation. These insights informed a revised logic model to guide future scale-up.

conclusionsThis paper demonstrates the value of theory refinement following feasibility testing. By unpacking the 'black box' of implementation, we offer a transparent model for optimising complex interventions in primary care-led dementia support. TRIAL REGISTRATION NUMBER: ISRCTN11677384.

Indexed as

DementiaHealth Plan ImplementationPrimary Health CareCaregiversFeasibility StudiesHealth PersonnelHumansImplementation ScienceInterviews as TopicModels, OrganizationalQualitative ResearchStakeholder Participation

Identifiers

PMID41843894
PMCPMC12995305

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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 OpenQuestion graph.