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Larsen A, Agorinya J, Beaulieu A, Sottie EQ, Buck B, Obeng K, Kyeremeh B, Dogbe FK, Iddrisu MI, Dowuona PEO, Tetteh OOA, Emmanuel OB, Ofori-Atta A, Ben-Zeev D. Digital health for early psychosis in Ghana: patient and caregiver needs and preferences. SCHIZOPHRENIA (HEIDELBERG, GERMANY) 2025; 11:5. [PMID: 39814732 PMCID: PMC11736022 DOI: 10.1038/s41537-025-00554-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/20/2024] [Accepted: 01/06/2025] [Indexed: 01/18/2025]
Abstract
In West Africa, the long-term consequences of poor early psychosis recovery include poverty, neglect, and community ostracization. To understand the potential for digital health approaches to support early psychosis care in Ghana, we conducted a survey study among early psychosis patients and their caregivers about mental health needs, technology use and access, and interest in digital mental health. Hospital staff at Accra Psychiatric Hospital reviewed hospital medical records from January 2023 - December 2023 identifying young adults (≥18 years old) who had experienced psychosis symptoms for the first time within the prior five years. Trained data assessors contacted these individuals via telephone and invited them and their caregivers to participate; those providing informed consent were interviewed via phone in Twi or English. Overall, 256 individuals participated in the survey, including 121 young adults experiencing early psychosis and 135 caregivers of early psychosis patients. The majority (80%) of early psychosis patients and their caregivers expressed interest in digital mental health for early psychosis and had access to a mobile phone (91%) and necessary mobile infrastructure. Early psychosis patients were most interested in information about managing stress and improving mood via a digital resource (72%). Caregivers desired a digital tool to provide information about psychosis symptoms (86%). Our study among those experiencing early psychosis and their caregivers in Ghana suggests readiness and acceptability of digital mental health for early psychosis care.
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Affiliation(s)
- Anna Larsen
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Seattle, WA, USA.
| | | | - Alexa Beaulieu
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Seattle, WA, USA
| | | | - Benjamin Buck
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Seattle, WA, USA
| | | | | | | | | | | | | | | | - Angela Ofori-Atta
- Department of Psychiatry, University of Ghana Medical School, Accra, Ghana
| | - Dror Ben-Zeev
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Seattle, WA, USA
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Loh PY, Martinengo L, Heaukulani C, Tan XY, Hng M, Cheah YY, Morris RJT, Tudor Car L, Lee J. Characteristics and Outcomes of mHealth Interventions in Psychosis: Systematic Mapping Review. J Med Internet Res 2024; 26:e55924. [PMID: 39714907 PMCID: PMC11704647 DOI: 10.2196/55924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2024] [Revised: 06/28/2024] [Accepted: 10/06/2024] [Indexed: 12/24/2024] Open
Abstract
BACKGROUND Mobile health (mHealth) interventions have gained popularity in augmenting psychiatric care for adults with psychosis. Interest has grown in leveraging mHealth to empower individuals living with severe mental illness and extend continuity of care beyond the hospital to the community. However, reported outcomes have been mixed, likely attributed in part to the intervention and adopted outcomes, which affected between-study comparisons. OBJECTIVE This study aimed to critically review outcome measures used to evaluate mHealth interventions for adults with psychosis in relation to the characteristics of mHealth interventions. METHODS A systematic mapping review was conducted. We searched PubMed, CINAHL, Embase, PsycINFO, and Cochrane Libraries from 1973 to the present. Selection criteria included randomized controlled studies of mHealth interventions in adults diagnosed with schizophrenia spectrum disorders. Reviewers worked in pairs to screen and extract data from included studies independently using a standardized form; disagreements were resolved by consensus with an independent reviewer. We report our findings in line with PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) guidelines. RESULTS A total of 1703 citations were screened; 29 publications reporting on 23 studies were included in this review. mHealth interventions for psychosis span a wide range, with psychological therapy being the most-deployed intervention (12/23, 52%), followed by psychoeducation (8/23, 35%) and active self-monitoring (8/23, 35%). Several mHealth interventions for psychosis targeted multiple pillars of biopsychosocial well-being (10/23, 43%); the bulk of interventions (16/23, 70%) incorporated features promoting users' self-management. The majority of mHealth interventions were delivered through applications (14/23, 61%) as the main medium and smartphones (17/23, 74%) as the main channel of delivery. Interventions were primarily administered in the outpatient and community settings (16/23, 70%); many were also blended with in-person sessions (11/23, 48%) or guided remotely (6/23, 26%) by persons, including health care providers or trained peer supporters. The severity of psychosis-related symptoms (21/23, 91%) was the most prevalent outcome, of which positive symptoms (13/23, 57%), mood and anxiety (10/23, 43%), and overall psychopathology severity (9/23, 39%) were most commonly measured. Patient-centric outcomes, including well-being (17/23, 74%)-particularly quality of life (10/23, 43%)-and user experience (15/23, 65%), including feasibility (7/23, 30%), acceptability (7/23, 30%), and engagement (7/23, 26%). Notably, outcome choices remained diverse despite stratification by type of mHealth intervention. CONCLUSIONS mHealth interventions for psychosis encompass a wide range of modalities and use outcome measures that probe various social and behavioral determinants of health. These should be considered complex interventions, and a holistic evaluation approach combining clinical and patient-centric outcomes is recommended.
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Affiliation(s)
- Pei Yi Loh
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Laura Martinengo
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
- Centre for Behavioural and Implementation Sciences Interventions, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | | | - Xin Yang Tan
- Office for Healthcare Transformation, Ministry of Health, Singapore, Singapore
| | - Moses Hng
- Institute of Mental Health, Singapore, Singapore
| | | | - Robert J T Morris
- Office for Healthcare Transformation, Ministry of Health, Singapore, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Lorainne Tudor Car
- Department of Primary Care and Public Health, School of Public Health, Imperial College London, London, United Kingdom
| | - Jimmy Lee
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
- Institute of Mental Health, Singapore, Singapore
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Ruiz-Yu B, Le TP, Ventura J, Arevian AC, Hellemann GS, Nuechterlein KH. Exercise behaviours and motivation after a first psychotic episode: A digital intervention. Early Interv Psychiatry 2024; 18:805-813. [PMID: 38356325 PMCID: PMC11322420 DOI: 10.1111/eip.13518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 12/15/2023] [Accepted: 01/24/2024] [Indexed: 02/16/2024]
Abstract
AIM Research has demonstrated that participation in aerobic exercise can have significant beneficial effects across both physical and mental health domains for individuals who are in the early phase of schizophrenia. Despite these notable benefits of exercise, deficits in motivation and a lack of methods to increase engagement are significant barriers for exercise participation, limiting these potentially positive effects. Fortunately, digital health tools have the potential to improve adherence to an exercise program. The present study examined the role of motivation for exercise and the effects of an automated digital text messaging program on participation in an aerobic exercise program. METHODS A total of 46 first-episode psychosis participants from an ongoing 12-month randomized clinical trial (Enhancing Cognitive Training through Exercise Following a First Schizophrenia Episode (CT&E-RCT)) were included in an analysis to examine the efficacy of motivational text messaging. Personalized motivational text message reminders were sent to participants with the aim of increasing engagement in the exercise program. RESULTS We found that participants with higher levels of intrinsic motivation to participate in a text messaging program and in an exercise intervention completed a higher proportion of individual, at-home exercise sessions. In a between groups analysis, participants who received motivational text messages, compared to those who did not, completed a higher proportion of at-home exercise sessions. CONCLUSION These results indicate the importance of considering a person's level of motivation for exercise and the potential utility of using individualized and interactive mobile text messaging reminders to increase engagement in aerobic exercise in the early phase of psychosis. We emphasize the need for understanding how individualized patient preferences and needs interplay between intrinsic motivation and digital health interventions for young adults.
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Affiliation(s)
- Bernalyn Ruiz-Yu
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA
| | - Thanh P. Le
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA
| | - Joseph Ventura
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA
| | | | - Gerhard S. Hellemann
- Department of Public Health, Biostatistics, University of Alabama, Tuscaloosa, Alabama, USA
| | - Keith H. Nuechterlein
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, USA
- Department of Psychology, University of California, Los Angeles, CA, USA
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Catania J, Beaver S, Kamath RS, Worthington E, Lu M, Gandhi H, Waters HC, Malone DC. Evaluation of Digital Mental Health Technologies in the United States: Systematic Literature Review and Framework Synthesis. JMIR Ment Health 2024; 11:e57401. [PMID: 39213023 PMCID: PMC11399741 DOI: 10.2196/57401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Revised: 06/20/2024] [Accepted: 06/21/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND Digital mental health technologies (DMHTs) have the potential to enhance mental health care delivery. However, there is little information on how DMHTs are evaluated and what factors influence their use. OBJECTIVE A systematic literature review was conducted to understand how DMHTs are valued in the United States from user, payer, and employer perspectives. METHODS Articles published after 2017 were identified from MEDLINE, Embase, PsycINFO, Cochrane Library, the Health Technology Assessment Database, and digital and mental health congresses. Each article was evaluated by 2 independent reviewers to identify US studies reporting on factors considered in the evaluation of DMHTs targeting mental health, Alzheimer disease, epilepsy, autism spectrum disorder, or attention-deficit/hyperactivity disorder. Study quality was assessed using the Critical Appraisal Skills Program Qualitative and Cohort Studies Checklists. Studies were coded and indexed using the American Psychiatric Association's Mental Health App Evaluation Framework to extract and synthesize relevant information, and novel themes were added iteratively as identified. RESULTS Of the 4353 articles screened, data from 26 unique studies from patient, caregiver, and health care provider perspectives were included. Engagement style was the most reported theme (23/26, 88%), with users valuing DMHT usability, particularly alignment with therapeutic goals through features including anxiety management tools. Key barriers to DMHT use included limited internet access, poor technical literacy, and privacy concerns. Novel findings included the discreetness of DMHTs to avoid stigma. CONCLUSIONS Usability, cost, accessibility, technical considerations, and alignment with therapeutic goals are important to users, although DMHT valuation varies across individuals. DMHT apps should be developed and selected with specific user needs in mind.
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Affiliation(s)
| | | | | | | | - Minyi Lu
- Otsuka Pharmaceutical Development & Commercialization Inc, Princeton, NJ, United States
| | - Hema Gandhi
- Otsuka Pharmaceutical Development & Commercialization Inc, Princeton, NJ, United States
| | - Heidi C Waters
- Otsuka Pharmaceutical Development & Commercialization Inc, Princeton, NJ, United States
| | - Daniel C Malone
- Department of Pharmacotherapy, Skaggs College of Pharmacy, University of Utah, Salt Lake City, UT, United States
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Birnbaum ML, Garrett C, Baumel A, Germano NT, Sosa D, Ngo H, John M, Dixon L, Kane JM. Examining the Effectiveness of a Digital Media Campaign at Reducing the Duration of Untreated Psychosis in New York State: Results From a Stepped-wedge Randomized Controlled Trial. Schizophr Bull 2024; 50:705-716. [PMID: 38408135 PMCID: PMC11059796 DOI: 10.1093/schbul/sbae018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/28/2024]
Abstract
BACKGROUND AND HYPOTHESIS Longer duration of untreated psychosis (DUP) predicts worse outcomes in First Episode Psychosis (FEP). Searching online represents one of the first proactive step toward treatment initiation for many, yet few studies have informed how best to support FEP youth as they engage in early online help-seeking steps to care. STUDY DESIGN Using a stepped-wedge randomized design, this project evaluated the effectiveness of a digital marketing campaign at reducing DUP and raising rates of referrals to FEP services by proactively targeting and engaging prospective patients and their adult allies online. STUDY RESULTS Throughout the 18-month campaign, 41 372 individuals visited our website, and 371 advanced to remote clinical assessment (median age = 24.4), including 53 allies and 318 youth. Among those assessed (n = 371), 53 individuals (14.3%) reported symptoms consistent with psychotic spectrum disorders (62.2% female, mean age 20.7 years) including 39 (10.5%) reporting symptoms consistent with either Clinical High Risk (ie, attenuated psychotic symptoms; n = 26) or FEP (n = 13). Among those with either suspected CHR or FEP (n = 39), 20 (51.3%) successfully connected with care. The campaign did not result in significant differences in DUP. CONCLUSION This study highlights the potential to leverage digital media to help identify and engage youth with early psychosis online. However, despite its potential, online education and professional support alone are not yet sufficient to expedite treatment initiation and reduce DUP.
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Affiliation(s)
- Michael L Birnbaum
- The Zucker Hillside Hospital, Department of Psychiatry, Northwell Health, Glen Oaks, NY, USA
- The Feinstein Institute for Medical Research, Manhasset, NY, USA
- The Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | | | - Amit Baumel
- Department of Community Mental Health, University of Haifa, Haifa, Israel
| | - Nicole T Germano
- The Zucker Hillside Hospital, Department of Psychiatry, Northwell Health, Glen Oaks, NY, USA
| | - Danny Sosa
- The Zucker Hillside Hospital, Department of Psychiatry, Northwell Health, Glen Oaks, NY, USA
| | - Hong Ngo
- Department of Psychiatry, New York State Psychiatric Institute, New York, NY, USA
| | - Majnu John
- The Zucker Hillside Hospital, Department of Psychiatry, Northwell Health, Glen Oaks, NY, USA
- The Feinstein Institute for Medical Research, Manhasset, NY, USA
| | - Lisa Dixon
- Department of Psychiatry, New York State Psychiatric Institute, New York, NY, USA
| | - John M Kane
- The Zucker Hillside Hospital, Department of Psychiatry, Northwell Health, Glen Oaks, NY, USA
- The Feinstein Institute for Medical Research, Manhasset, NY, USA
- The Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
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Chang S, Alon N, Torous J. An exploratory analysis of the effect size of the mobile mental health Application, mindLAMP. Digit Health 2023; 9:20552076231187244. [PMID: 37434734 PMCID: PMC10331229 DOI: 10.1177/20552076231187244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 06/23/2023] [Indexed: 07/13/2023] Open
Abstract
Objectives Despite the proliferation of mobile mental health apps, evidence of their efficacy around anxiety or depression is inadequate as most studies lack appropriate control groups. Given that apps are designed to be scalable and reusable tools, insights concerning their efficacy can also be assessed uniquely through comparing different implementations of the same app. This exploratory analysis investigates the potential to report a preliminary effect size of an open-source smartphone mental health app, mindLAMP, on the reduction of anxiety and depression symptoms by comparing a control implementation of the app focused on self-assessment to an intervention implementation of the same app focused on CBT skills. Methods A total of 328 participants were eligible and completed the study under the control implementation and 156 completed the study under the intervention implementation of the mindLAMP app. Both use cases offered access to the same in-app self-assessments and therapeutic interventions. Multiple imputations were utilized to impute the missing Generalized Anxiety Disorder-7 and Patient Health Questionnaire-9 survey scores of the control implementation. Results Post hoc analysis revealed small effect sizes of Hedge's g = 0.34 for Generalized Anxiety Disorder-7 and Hedge's g = 0.21 for Patient Health Questionnaire-9 between the two groups. Conclusions mindLAMP shows promising results in improving anxiety and depression outcomes in participants. Though our results mirror the current literature in assessing mental health apps' efficacy, they remain preliminary and will be used to inform a larger, well-powered study to further elucidate the efficacy of mindLAMP.
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Affiliation(s)
- Sarah Chang
- Harvard Medical School, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Noy Alon
- Harvard Medical School, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - John Torous
- Harvard Medical School, Beth Israel Deaconess Medical Center, Boston, MA, USA
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Pokowitz EL, Stiles BJ, Thomas R, Bullard K, Ludwig KA, Gleeson JF, Alvarez-Jimenez M, Perkins DO, Penn DL. User experiences of an American-adapted moderated online social media platform for first-episode psychosis: Qualitative analysis. Digit Health 2023; 9:20552076231176700. [PMID: 37252256 PMCID: PMC10214093 DOI: 10.1177/20552076231176700] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Accepted: 05/02/2023] [Indexed: 05/31/2023] Open
Abstract
Objectives The current study sought to qualitatively characterize the experiences of American users in a recent open trial of the Horyzons digital platform. Methods In total, 20 users on Horyzons USA completed semistructured interviews 12 weeks after their orientation to the platform and addressed questions related to (1) the platform, (2) their online therapist, and (3) the peer workers and community space. A hybrid inductive-deductive coding strategy was used to conduct a thematic analysis of the data (NCT04673851). Results The authors identified seven prominent themes that mapped onto the three components of self-determination theory. Features of the platform itself as well as inter- and intra-personal factors supported the autonomous use of Horyzons. Users also reflected that their perceived competence in social settings and in managing mental health was increased by the familiarity, privacy, and perceived safety of the platform and an emphasis on personalized therapeutic content. The behaviors or traits of online therapists as perceived by users and regular contact with peers and peer support specialists satisfied users' need for relatedness and promoted confidence in social settings. Users also described aspects of Horyzons USA that challenged their satisfaction of autonomy, competence, and relatedness, highlighting potential areas for future iterations of the platform's content and interface. Conclusions Horyzons USA is a promising digital tool that provides young adults with psychosis with the means to access tailored therapy material on demand and a supportive digital community to aid in the recovery process.
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Affiliation(s)
- Elena L Pokowitz
- Department of Psychology, University of Michigan, Ann Arbor, MI, USA
| | - Bryan J Stiles
- Department of Psychology and
Neuroscience, University of North Carolina at Chapel
Hill, Chapel Hill, NC, USA
| | - Riya Thomas
- Department of Psychology and
Neuroscience, University of North Carolina at Chapel
Hill, Chapel Hill, NC, USA
| | - Katherine Bullard
- Department of Psychology and
Neuroscience, University of North Carolina at Chapel
Hill, Chapel Hill, NC, USA
| | - Kelsey A Ludwig
- Department of Psychology and
Neuroscience, University of North Carolina at Chapel
Hill, Chapel Hill, NC, USA
| | - John F Gleeson
- School of Behavioural and Health
Sciences, Australian Catholic
University, Melbourne, VIC, Australia
| | - Mario Alvarez-Jimenez
- Orygen, Parkville, VIC, Australia
- Centre for Youth Mental Health,
University of Melbourne, Melbourne, VIC, Australia
| | - Diana O Perkins
- Department of Psychiatry, University of
North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - David L Penn
- Department of Psychology and
Neuroscience, University of North Carolina at Chapel
Hill, Chapel Hill, NC, USA
- School of Behavioural and Health
Sciences, Australian Catholic
University, Melbourne, VIC, Australia
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