Evidence map›Paper›PMID 41938586›Full record

ArticleFrontiers in stroke2026

Implementing and sustaining 6-month post-stroke reviews: a complexity-informed, context-sensitive programme theory for clinical practice.

Rich Holmes, Suzanne Ackerley, Dawn Goodwin, Louise A Connell

Abstract read
In one paragraph

Article in Frontiers in stroke, 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

4 authors.

Rich HolmesSt Richard's Hospital, University Hospitals Sussex NHS Foundation Trust, Chichester, United Kingdom.
Suzanne AckerleyFaculty of Health and Medicine, Lancaster University, Lancaster, United Kingdom.
Dawn GoodwinFaculty of Health and Medicine, Lancaster University, Lancaster, United Kingdom.
Louise A ConnellFaculty of Health and Medicine, Lancaster University, Lancaster, United Kingdom.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Stroke is a leading cause of long-term disability. Six-month post-stroke reviews are recommended in multiple guidelines to identify the ongoing needs of stroke survivors and facilitate follow-up care. However, guidance on how to deliver these reviews optimally is limited. This study developed a complexity-informed, context-sensitive programme theory for the 6-month post-stroke review, clarifying its core components and producing actionable recommendations to guide implementation and sustainability across diverse contexts. Methods: The programme theory was developed from empirically derived patterns identified in a multiple case study in England, based on data collected from interest-holder interviews, observations, and documentary analysis. Context-mechanism-outcome configurations were developed heuristically through a pragmatic approach. These informed the structure and content of the programme theory and logic model. A complexity theory lens facilitated identification of multi-level system dynamics, supporting applicability across diverse contexts. The model was iteratively refined by the research team and adjusted following validation feedback from international stroke rehabilitation experts and 6-month post-stroke review interest-holders. Results: Fourteen context-mechanism-outcome configurations informed 13 core components nested within four core domains of the 6-month review: Conclusions: This study presents the first complexity-informed, context-sensitive programme theory for the 6-month post-stroke review. By translating empirically driven theory into actionable recommendations, it supports clinicians and service planners in delivering person-centered, contextually adaptable follow-up care. It also provides a foundation for future evaluation of post-stroke services internationally, enabling systematic testing of its hypothesized outcomes and adaptation across diverse healthcare settings.

Indexed as

6-month post-stroke reviewcomplexity analysisfollow-up careimplementation sciencelife after strokeprogramme theorystroke rehabilitationsustainability

Identifiers

PMID41938586
PMCPMC13045055

What Socratic holds

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LicenceCC BY
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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.