Hannah Ball, Emily Eisner, John Ainsworth, Eloise Bagg, Louise Beattie, Matteo Cella, Natalie Chalmers, Sybil Clifford, Richard J Drake, Sophie Faulkner, Kathryn Greenwood, Andrew Gumley, Gillian Haddock, Kimberley M Kendall, Alex Kenny, Jane Lees, Shôn Lewis, Laura Maclean, Jennifer Nicholas, Kathryn O’Hare, Anuoluwapo Oluwatayo, Sandapa Punchihewa, Cara Richardson, Leonie Richardson, Matthias Schwannauer, Joseph Sherborne, Rebecca Turner, Evelin Vogel, James Walters, Alice Warner, Paul Wilson, Til Wykes, Uzma Zahid, Xiaolong Zhang, Sandra Bucci
{"title":"Mental Health Professionals’ Perspectives on Digital Remote Monitoring in Services for People with Psychosis","authors":"Hannah Ball, Emily Eisner, John Ainsworth, Eloise Bagg, Louise Beattie, Matteo Cella, Natalie Chalmers, Sybil Clifford, Richard J Drake, Sophie Faulkner, Kathryn Greenwood, Andrew Gumley, Gillian Haddock, Kimberley M Kendall, Alex Kenny, Jane Lees, Shôn Lewis, Laura Maclean, Jennifer Nicholas, Kathryn O’Hare, Anuoluwapo Oluwatayo, Sandapa Punchihewa, Cara Richardson, Leonie Richardson, Matthias Schwannauer, Joseph Sherborne, Rebecca Turner, Evelin Vogel, James Walters, Alice Warner, Paul Wilson, Til Wykes, Uzma Zahid, Xiaolong Zhang, Sandra Bucci","doi":"10.1093/schbul/sbaf043","DOIUrl":null,"url":null,"abstract":"Background and Hypothesis Digital remote monitoring (DRM) captures service users’ health-related data remotely using devices such as smartphones and wearables. Data can be analyzed using advanced statistical methods (eg, machine learning) and shared with clinicians to aid assessment of people with psychosis’ mental health, enabling timely intervention. Such methods show promise in detecting early signs of psychosis relapse. However, little is known about clinicians’ views on the use of DRM for psychosis. This study explores multi-disciplinary staff perspectives on using DRM in practice. Study Design Fifty-nine mental health professionals were interviewed about their views on DRM in psychosis care. Interviews were analyzed using reflexive thematic analysis. Study Results: Five overarching themes were developed, each with subthemes: (1) the perceived value of digital remote monitoring; (2) clinicians’ trust in digital remote monitoring (3 subthemes); (3) service user factors (2 subthemes); (4) the technology-service user-clinician interface (2 subthemes); and (5) organizational context (2 subthemes). Conclusions Participants saw the value of using DRM to detect early signs of relapse and to encourage service user self-reflection on symptoms. However, the accuracy of data collected, the impact of remote monitoring on therapeutic relationships, data privacy, and workload, responsibility and resource implications were key concerns. Policies and guidelines outlining clinicians’ roles in relation to DRM and comprehensive training on its use are essential to support its implementation in practice. Further evaluation regarding the impact of digital remote monitoring on service user outcomes, therapeutic relationships, clinical workflows, and service costs is needed.","PeriodicalId":21530,"journal":{"name":"Schizophrenia Bulletin","volume":"1 1","pages":""},"PeriodicalIF":5.3000,"publicationDate":"2025-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Schizophrenia Bulletin","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1093/schbul/sbaf043","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PSYCHIATRY","Score":null,"Total":0}
引用次数: 0
Abstract
Background and Hypothesis Digital remote monitoring (DRM) captures service users’ health-related data remotely using devices such as smartphones and wearables. Data can be analyzed using advanced statistical methods (eg, machine learning) and shared with clinicians to aid assessment of people with psychosis’ mental health, enabling timely intervention. Such methods show promise in detecting early signs of psychosis relapse. However, little is known about clinicians’ views on the use of DRM for psychosis. This study explores multi-disciplinary staff perspectives on using DRM in practice. Study Design Fifty-nine mental health professionals were interviewed about their views on DRM in psychosis care. Interviews were analyzed using reflexive thematic analysis. Study Results: Five overarching themes were developed, each with subthemes: (1) the perceived value of digital remote monitoring; (2) clinicians’ trust in digital remote monitoring (3 subthemes); (3) service user factors (2 subthemes); (4) the technology-service user-clinician interface (2 subthemes); and (5) organizational context (2 subthemes). Conclusions Participants saw the value of using DRM to detect early signs of relapse and to encourage service user self-reflection on symptoms. However, the accuracy of data collected, the impact of remote monitoring on therapeutic relationships, data privacy, and workload, responsibility and resource implications were key concerns. Policies and guidelines outlining clinicians’ roles in relation to DRM and comprehensive training on its use are essential to support its implementation in practice. Further evaluation regarding the impact of digital remote monitoring on service user outcomes, therapeutic relationships, clinical workflows, and service costs is needed.
期刊介绍:
Schizophrenia Bulletin seeks to review recent developments and empirically based hypotheses regarding the etiology and treatment of schizophrenia. We view the field as broad and deep, and will publish new knowledge ranging from the molecular basis to social and cultural factors. We will give new emphasis to translational reports which simultaneously highlight basic neurobiological mechanisms and clinical manifestations. Some of the Bulletin content is invited as special features or manuscripts organized as a theme by special guest editors. Most pages of the Bulletin are devoted to unsolicited manuscripts of high quality that report original data or where we can provide a special venue for a major study or workshop report. Supplement issues are sometimes provided for manuscripts reporting from a recent conference.