Evidence map›Paper›PMID 38717799›Full record

ArticleJMIR mental health2024

Digital Mental Health for Schizophrenia and Other Severe Mental Illnesses: An International Consensus on Current Challenges and Potential Solutions.

Katharine A Smith, Amy Hardy, Anastasia Vinnikova, Charlotte Blease, Lea Milligan, Diego Hidalgo-Mazzei, Sinéad Lambe, Lisa Marzano, Peter J Uhlhaas, Edoardo G Ostinelli and 6 more

Abstract readConsensus Statement
In one paragraph

Article in JMIR mental health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed, 2 pooled it
–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

21 citing papers in PubMed, 2 syntheses or guidelines pooled it.

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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.

Katharine A SmithDepartment of Psychiatry, University of Oxford, Oxford, United Kingdom.ORCID 0000-0003-2679-1472
Amy HardyDepartment of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom.ORCID 0000-0002-6044-6093
Anastasia VinnikovaMQ Mental Health Research, London, United Kingdom.ORCID 0009-0008-3227-5478
Charlotte BleaseParticipatory eHealth and Health Data Research Group, Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden.ORCID 0000-0002-0205-1165
Lea MilliganMQ Mental Health Research, London, United Kingdom.ORCID 0009-0003-7865-5533
Diego Hidalgo-MazzeiDepartment of Psychiatry and Psychology, Institute of Neuroscience, Hospital Clínic de Barcelona, Barcelona, Spain.ORCID 0000-0002-2693-6849
Sinéad LambeOxford Health NHS Foundation Trust, Warneford Hospital, Oxford, United Kingdom.ORCID 0000-0001-9543-8109
Lisa MarzanoSchool of Science and Technology, Middlesex University, London, United Kingdom.ORCID 0000-0001-9735-3512
Peter J UhlhaasInstitute of Neuroscience and Psychology, University of Glasgow, Glasgow, United Kingdom.ORCID 0000-0002-0892-2224
Edoardo G OstinelliDepartment of Psychiatry, University of Oxford, Oxford, United Kingdom.ORCID 0000-0002-8717-0832
Gerard AnmellaDepartment of Psychiatry and Psychology, Institute of Neuroscience, Hospital Clínic de Barcelona, Barcelona, Spain.ORCID 0000-0002-6798-4054
Caroline ZanganiDepartment of Psychiatry, University of Oxford, Oxford, United Kingdom.ORCID 0000-0001-5883-0638
Rosario AronicaPsychiatry Unit, Department of Neurosciences and Mental Health, Ospedale Maggiore Policlinico Ca' Granda, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico, Milan, Italy.ORCID 0000-0002-7994-3938
Bridget DwyerDivision of Digital Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States.ORCID 0009-0001-4638-9205
John Torous *Division of Digital Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States.ORCID 0000-0002-5362-7937
Andrea Cipriani *Department of Psychiatry, University of Oxford, Oxford, United Kingdom.ORCID 0000-0001-5179-8321

Funding

Wellcome Trust
6 · The paper itself

Abstract

backgroundDigital approaches may be helpful in augmenting care to address unmet mental health needs, particularly for schizophrenia and severe mental illness (SMI).

objectiveAn international multidisciplinary group was convened to reach a consensus on the challenges and potential solutions regarding collecting data, delivering treatment, and the ethical challenges in digital mental health approaches for schizophrenia and SMI.

methodsThe consensus development panel method was used, with an in-person meeting of 2 groups: the expert group and the panel. Membership was multidisciplinary including those with lived experience, with equal participation at all stages and coproduction of the consensus outputs and summary. Relevant literature was shared in advance of the meeting, and a systematic search of the recent literature on digital mental health interventions for schizophrenia and psychosis was completed to ensure that the panel was informed before the meeting with the expert group.

resultsFour broad areas of challenge and proposed solutions were identified: (1) user involvement for real coproduction; (2) new approaches to methodology in digital mental health, including agreed standards, data sharing, measuring harms, prevention strategies, and mechanistic research; (3) regulation and funding issues; and (4) implementation in real-world settings (including multidisciplinary collaboration, training, augmenting existing service provision, and social and population-focused approaches). Examples are provided with more detail on human-centered research design, lived experience perspectives, and biomedical ethics in digital mental health approaches for SMI.

conclusionsThe group agreed by consensus on a number of recommendations: (1) a new and improved approach to digital mental health research (with agreed reporting standards, data sharing, and shared protocols), (2) equal emphasis on social and population research as well as biological and psychological approaches, (3) meaningful collaborations across varied disciplines that have previously not worked closely together, (4) increased focus on the business model and product with planning and new funding structures across the whole development pathway, (5) increased focus and reporting on ethical issues and potential harms, and (6) organizational changes to allow for true communication and coproduction with those with lived experience of SMI. This study approach, combining an international expert meeting with patient and public involvement and engagement throughout the process, consensus methodology, discussion, and publication, is a helpful way to identify directions for future research and clinical implementation in rapidly evolving areas and can be combined with measurements of real-world clinical impact over time. Similar initiatives will be helpful in other areas of digital mental health and similarly fast-evolving fields to focus research and organizational change and effect improved real-world clinical implementation.

Indexed as

SchizophreniaHumansMental DisordersMental Health ServicesTelemedicineconsensusdigitalethicslived experiencemental healthmobile phonepatient and public involvementsevere mental illnessuser-centered design

Identifiers

PMID38717799
PMCPMC11112473

What OpenQuestion holds

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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.