Evidence map›Paper›PMID 41995234›Full record

ArticleSchizophrenia bulletin2026

Who Should Decide the Outcome for a Clinical Trial? Comparing the Views of Stakeholders on Intervention Benefit Using Multi-Criteria Decision Modelling of Cognitive Remediation.

Xiaoyu Zhang, Til Wykes, Huajie Jin, Dominic Stringer, Andrew Pickles, Matteo Cella, Alex Kenny, Emese Csipke, Imogen Kilcoyne, Jesus Perez and 6 more

Abstract readComparative Study
In one paragraph

Article in Schizophrenia bulletin, 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

16 authors.

Xiaoyu ZhangKing's College London, Institute of Psychiatry, Psychology and Neuroscience, Health Service and Population Research, London, SE5 8AF, UK.ORCID 0000-0003-3051-6684
Til WykesKing's College London, Institute of Psychiatry, Psychology and Neuroscience, Psychology, London, SE5 8AF  UK.ORCID 0000-0002-5881-8003
Huajie JinKing's College London, Institute of Psychiatry Psychology and Neuroscience, Health Services and Population Research, London, SE5 8AF, UK.ORCID 0000-0002-3872-3998
Dominic StringerKing's College London, Institute of Psychiatry Psychology and Neuroscience, Department of Biostatistics and Health Informatics, London SE5 8AF, UK.ORCID 0000-0001-5624-1733
Andrew PicklesKing's College London, Institute of Psychiatry Psychology and Neuroscience, Department of Biostatistics and Health Informatics, London, SE5 8AF, UK.
Matteo CellaKing's College London Institute of Psychiatry Psychology and Neuroscience, Psychology, London, SE5 8AF, UK.ORCID 0000-0002-5701-0336
Alex KennyThe McPin Foundation, London, E2 9DA, UK.ORCID 0000-0002-0162-9009
Emese CsipkeKing's College London Institute of Psychiatry Psychology and Neuroscience, Psychology, London, SE5 8AF, UK.
Imogen KilcoyneEssex Partnership University NHS Foundation Trust, Wickford, SS11 7XX, UK.ORCID 0000-0002-8569-654X
Jesus PerezCambridgeshire and Peterborough NHS Foundation Trust, Cambridge, CB21 5EF, UK.
Uzma ZahidKing's College London, Institute of Psychiatry Psychology and Neuroscience, Psychology, London, SE5 8AF, UK.ORCID 0000-0002-7849-4907
Jonathan WilsonNorfolk and Suffolk NHS Foundation Trust, Research and Development, Norwich, NR1 2DH, UK.ORCID 0000-0002-5279-6237
Max BirchwoodUniversity of Warwick Faculty of Medicine, Medical School, Coventry, CV4 7AL, UK.
Rose Tinch-TaylorKing's College London Institute of Psychiatry Psychology and Neuroscience, Biostatistics and Health Informatics, London, SE5 8AF  UK.
Rosa RitunnanoUniversity of Birmingham College of Life and Environmental Sciences, Institute for Mental Health, Birmingham, B15 2TT  UK.ORCID 0000-0002-7967-5830
Eileen JoyceUniversity College London, Institute of Neurology, London, WC1N 3BG, UK.ORCID 0000-0003-0469-2844

Funding

National Institute for Health and Care Research PGfAR RP-PG-0612-20002NIHR Maudsley Biomedical Research CentreNIHR or the Department of Health and Social Care
6 · The paper itself

Abstract

background and hypothesisTrials rarely include outcomes co-developed with stakeholders, which creates uncertainty about whether trial endpoints reflect the benefits valued by patients and clinicians. There is therefore a need to explore how stakeholder perspectives might influence the interpretation of trial results. STUDY

designIn a 2-phase study, we first engaged service users and staff to rank outcomes from a recently completed randomized controlled trial of cognitive remediation therapy (CRT). We then used multi-criteria decision modelling to generate value-weighted composite scores and reanalyzed the trial data from three arms: individual CRT, group CRT, and treatment as usual (TAU). This approach allowed us to examine how weighting outcomes differently, according to stakeholder perspectives, might affect the conclusions drawn from the trial. STUDY

resultsBoth stakeholder groups prioritized the Global Assessment Scale (primary outcome) and quality of life, but disagreed on the importance of cognition. Reanalyses using weighted composite scores produced the same robust finding as the original trial: CRT delivered in group or one-to-one formats provides significant benefit compared with TAU. Sensitivity analyses applying different stakeholder weights showed the same pattern. However, exploratory analyses revealed that group treatment for the service user weighted composite was not significant.

conclusionsThis study shows how stakeholder values can identify nuances in outcomes depending on the value placed on treatment benefits. Embedding this approach into trial design can strengthen the alignment of outcomes with patient and service priorities and help close the gap between randomized trials and service implementation.

Indexed as

Cognitive RemediationDecision Support TechniquesOutcome Assessment, Health CareRandomized Controlled Trials as TopicSchizophreniaStakeholder ParticipationAdultFemaleHumansMaleMiddle Agedclinical trial outcomescognitive remediation therapycomposite outcomesmulti-criteria decision modellingpatient valuesstakeholder values

Identifiers

PMID41995234
PMCPMC13096805

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.