Digital smartphone intervention to recognise and manage early warning signs in schizophrenia to prevent relapse: the EMPOWER feasibility cluster RCT

被引:19
作者
Gumley, Andrew, I [1 ]
Bradstreet, Simon [1 ]
Ainsworth, John [2 ]
Allan, Stephanie [1 ]
Alvarez-Jimenez, Mario [3 ,4 ]
Birchwood, Maximillian [5 ]
Briggs, Andrew [6 ]
Bucci, Sandra [2 ,7 ]
Cotton, Sue [3 ]
Engel, Lidia [8 ]
French, Paul [9 ]
Lederman, Reeva [10 ]
Lewis, Shon [2 ,7 ]
Machin, Matthew [11 ]
MacLennan, Graeme [12 ]
McLeod, Hamish [1 ]
McMeekin, Nicola [1 ]
Mihalopoulos, Cathy [8 ]
Morton, Emma [13 ]
Norrie, John [14 ]
Reilly, Frank [15 ]
Schwannauer, Matthias [16 ]
Singh, Swaran P. [5 ]
Sundram, Suresh [17 ]
Thompson, Andrew [3 ,5 ]
Williams, Chris [1 ]
Yung, Alison [2 ]
Aucott, Lorna [12 ]
Farhall, John [18 ,19 ]
Gleeson, John [20 ]
机构
[1] Univ Glasgow, Inst Hlth & Wellbeing, Glasgow, Lanark, Scotland
[2] Univ Manchester, Fac Biol Med & Hlth, Sch Hlth Sci, Div Psychol & Mental Hlth, Manchester, Lancs, England
[3] Natl Ctr Excellence Youth Mental Hlth, Orygen, Melbourne, Vic, Australia
[4] Univ Melbourne, Ctr Youth Mental Hlth, Melbourne, Vic, Australia
[5] Univ Warwick, Warwick Med Sch, Div Hlth Sci, Coventry, W Midlands, England
[6] London Sch Hyg & Trop Med, Dept Hlth Serv Res & Policy, London, England
[7] Greater Manchester Mental Hlth NHS Fdn Trust, Manchester, Lancs, England
[8] Deakin Univ, Sch Hlth & Social Dev, Melbourne, Vic, Australia
[9] Manchester Metropolitan Univ, Dept Nursing, Manchester, Lancs, England
[10] Univ Melbourne, Sch Comp & Informat Syst, Melbourne Sch Engn, Melbourne, Vic, Australia
[11] Univ Manchester, Fac Biol Med & Hlth, Sch Hlth Sci, Div Informat Imaging & Data Sci, Manchester, Lancs, England
[12] Univ Aberdeen, Hlth Serv Res Unit, Aberdeen, Scotland
[13] Univ British Columbia, Fac Med, Dept Psychiat, Vancouver, BC, Canada
[14] Univ Edinburgh, Usher Inst, Edinburgh, Midlothian, Scotland
[15] Scottish Recovery Network, Glasgow, Lanark, Scotland
[16] Univ Edinburgh, Sch Hlth Social Sci, Edinburgh, Midlothian, Scotland
[17] Monash Univ, Dept Psychiat, Melbourne, Vic, Australia
[18] La Trobe Univ, Dept Psychol & Counselling, Melbourne, Vic, Australia
[19] NorthWestern Mental Hlth, Melbourne, Vic, Australia
[20] Australian Catholic Univ, Hlth Brain & Mind Res Ctr, Melbourne, Vic, Australia
基金
英国医学研究理事会;
关键词
CLUSTER RANDOMISED CONTROLLED TRIAL; DIGITAL INTERVENTION; MHEALTH; PSYCHOSIS; RELAPSE; SCHIZOPHRENIA; AUSTRALIAN NATIONAL-SURVEY; QUALITY-OF-LIFE; RANDOMIZED CONTROLLED-TRIALS; MENTAL-HEALTH-SERVICES; 1ST-EPISODE PSYCHOSIS; SELF-MANAGEMENT; 1ST EPISODE; FOLLOW-UP; ANTIPSYCHOTIC MEDICATION; PERSONALITY DIMENSIONS;
D O I
10.3310/HLZE0479
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Background: Relapse is a major determinant of outcome for people with a diagnosis of schizophrenia. Early warning signs frequently precede relapse. A recent Cochrane Review found low-quality evidence to suggest a positive effect of early warning signs interventions on hospitalisation and relapse. Objective: How feasible is a study to investigate the clinical effectiveness and cost-effectiveness of a digital intervention to recognise and promptly manage early warning signs of relapse in schizophrenia with the aim of preventing relapse? Design: A multicentre, two-arm, parallel-group cluster randomised controlled trial involving eight community mental health services, with 12-month follow-up. Settings: Glasgow, UK, and Melbourne, Australia. Participants: Service users were aged > 16 years and had a schizophrenia spectrum disorder with evidence of a relapse within the previous 2 years. Carers were eligible for inclusion if they were nominated by an eligible service user. Interventions: The Early signs Monitoring to Prevent relapse in psychosis and prOmote Wellbeing, Engagement, and Recovery (EMPOWER) intervention was designed to enable participants to monitor changes in their well-being daily using a mobile phone, blended with peer support. Clinical triage of changes in well-being that were suggestive of early signs of relapse was enabled through an algorithm that triggered a check-in prompt that informed a relapse prevention pathway, if warranted. Main outcome measures: The main outcomes were feasibility of the trial and feasibility, acceptability and usability of the intervention, as well as safety and performance. Candidate co-primary outcomes were relapse and fear of relapse. Results: We recruited 86 service users, of whom 73 were randomised (42 to EMPOWER and 31 to treatment as usual). Primary outcome data were collected for 84% of participants at 12 months. Feasibility data for people using the smartphone application (app) suggested that the app was easy to use and had a positive impact on motivations and intentions in relation to mental health. Actual app usage was high, with 91% of users who completed the baseline period meeting our a priori criterion of acceptable engagement (> 33%). The median time to discontinuation of > 33% app usage was 32 weeks (95% confidence interval 14 weeks to infinity). There were 8 out of 33 (24%) relapses in the EMPOWER arm and 13 out of 28 (46%) in the treatment-as-usual arm. Fewer participants in the EMPOWER arm had a relapse (relative risk 0.50, 95% confidence interval 0.26 to 0.98), and time to first relapse (hazard ratio 0.32, 95% confidence interval 0.14 to 0.74) was longer in the EMPOWER arm than in the treatment-as-usual group. At 12 months, EMPOWER participants were less fearful of having a relapse than those in the treatment-as-usual arm (mean difference -4.29, 95% confidence interval -7.29 to -1.28). EMPOWER was more costly and more effective, resulting in an incremental cost-effectiveness ratio of 3041 pound. This incremental cost-effectiveness ratio would be considered cost-effective when using the National Institute for Health and Care Excellence threshold of 20,000 pound per quality-adjusted life-year gained. Limitations: This was a feasibility study and the outcomes detected cannot be taken as evidence of efficacy or effectiveness. Conclusions: A trial of digital technology to monitor early warning signs that blended with peer support and clinical triage to detect and prevent relapse is feasible. Future work: A main trial with a sample size of 500 (assuming 90% power and 20% dropout) would detect a clinically meaningful reduction in relapse (relative risk 0.7) and improvement in other variables (effect sizes 0.3-0.4). Funding: This project was funded by the National Institute for Health and Care Research (NIHR) Health Technology Assessment programme and will be published in full in Health Technology Assessment; Vol. 26, No. 27. See the NIHR Journals Library website for further project information. Funding in Australia was provided by the National Health and Medical Research Council (APP1095879).
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页码:1 / 173
页数:205
相关论文
共 284 条
[1]   ASSESSING DEPRESSION IN SCHIZOPHRENIA - THE CALGARY DEPRESSION SCALE [J].
ADDINGTON, D ;
ADDINGTON, J ;
MATICKATYNDALE, E .
BRITISH JOURNAL OF PSYCHIATRY, 1993, 163 :39-44
[2]   A DEPRESSION RATING-SCALE FOR SCHIZOPHRENICS [J].
ADDINGTON, D ;
ADDINGTON, J ;
SCHISSEL, B .
SCHIZOPHRENIA RESEARCH, 1990, 3 (04) :247-251
[3]   A Comparison of Two Delivery Modalities of a Mobile Phone-Based Assessment for Serious Mental Illness: Native Smartphone Application vs Text-Messaging Only Implementations [J].
Ainsworth, John ;
Palmier-Claus, Jasper E. ;
Machin, Matthew ;
Barrowclough, Christine ;
Dunn, Graham ;
Rogers, Anne ;
Buchan, Iain ;
Barkus, Emma ;
Kapur, Shitij ;
Wykes, Til ;
Hopkins, Richard S. ;
Lewis, Shon .
JOURNAL OF MEDICAL INTERNET RESEARCH, 2013, 15 (04)
[4]   Understanding Implementation of a Digital Self-Monitoring Intervention for Relapse Prevention in Psychosis: Protocol for a Mixed Method Process Evaluation [J].
Allan, Stephanie ;
Mcleod, Hamish ;
Bradstreet, Simon ;
Beedie, Sara ;
Moir, Bethany ;
Gleeson, John ;
Farhall, John ;
Morton, Emma ;
Gumley, Andrew .
JMIR RESEARCH PROTOCOLS, 2019, 8 (12)
[5]   Developing a Hypothetical Implementation Framework of Expectations for Monitoring Early Signs of Psychosis Relapse Using a Mobile App: Qualitative Study [J].
Allan, Stephanie ;
Bradstreet, Simon ;
Mcleod, Hamish ;
Farhall, John ;
Lambrou, Maria ;
Gleeson, John ;
Clark, Andrea ;
Gumley, Andrew .
JOURNAL OF MEDICAL INTERNET RESEARCH, 2019, 21 (10)
[6]   Risk factors for relapse following treatment for first episode psychosis: A systematic review and meta-analysis of longitudinal studies [J].
Alvarez-Jimenez, M. ;
Priede, A. ;
Hetrick, S. E. ;
Bendall, S. ;
Killackey, E. ;
Parker, A. G. ;
McGorry, P. D. ;
Gleeson, J. F. .
SCHIZOPHRENIA RESEARCH, 2012, 139 (1-3) :116-128
[7]   Cognitive behaviour therapy versus other psychosocial treatments for schizophrenia [J].
Jones, Christopher ;
Hacker, David ;
Cormac, Irene ;
Meaden, Alan ;
Irvine, Claire B. .
COCHRANE DATABASE OF SYSTEMATIC REVIEWS, 2012, (04)
[8]   World Medical Association Declaration of Helsinki Ethical Principles for Medical Research Involving Human Subjects [J].
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2013, 310 (20) :2191-2194
[9]  
[Anonymous], 2014, AUSTR DEM STAT
[10]  
[Anonymous], 2002, Handbook for good clinical research practice (GCP) guidance for implementation