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Lu SC, Xu M, Wang M, Hardi A, Cheng AL, Chang SH, Yen PY. Effectiveness and Minimum Effective Dose of App-Based Mobile Health Interventions for Anxiety and Depression Symptom Reduction: Systematic Review and Meta-Analysis. JMIR Ment Health 2022; 9:e39454. [PMID: 36069841 PMCID: PMC9494214 DOI: 10.2196/39454] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 08/07/2022] [Accepted: 08/11/2022] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Mobile health (mHealth) apps offer new opportunities to deliver psychological treatments for mental illness in an accessible, private format. The results of several previous systematic reviews support the use of app-based mHealth interventions for anxiety and depression symptom management. However, it remains unclear how much or how long the minimum treatment "dose" is for an mHealth intervention to be effective. Just-in-time adaptive intervention (JITAI) has been introduced in the mHealth domain to facilitate behavior changes and is positioned to guide the design of mHealth interventions with enhanced adherence and effectiveness. OBJECTIVE Inspired by the JITAI framework, we conducted a systematic review and meta-analysis to evaluate the dose effectiveness of app-based mHealth interventions for anxiety and depression symptom reduction. METHODS We conducted a literature search on 7 databases (ie, Ovid MEDLINE, Embase, PsycInfo, Scopus, Cochrane Library (eg, CENTRAL), ScienceDirect, and ClinicalTrials, for publications from January 2012 to April 2020. We included randomized controlled trials (RCTs) evaluating app-based mHealth interventions for anxiety and depression. The study selection and data extraction process followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. We estimated the pooled effect size using Hedge g and appraised study quality using the revised Cochrane risk-of-bias tool for RCTs. RESULTS We included 15 studies involving 2627 participants for 18 app-based mHealth interventions. Participants in the intervention groups showed a significant effect on anxiety (Hedge g=-.10, 95% CI -0.14 to -0.06, I2=0%) but not on depression (Hedge g=-.08, 95% CI -0.23 to 0.07, I2=4%). Interventions of at least 7 weeks' duration had larger effect sizes on anxiety symptom reduction. CONCLUSIONS There is inconclusive evidence for clinical use of app-based mHealth interventions for anxiety and depression at the current stage due to the small to nonsignificant effects of the interventions and study quality concerns. The recommended dose of mHealth interventions and the sustainability of intervention effectiveness remain unclear and require further investigation.
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Affiliation(s)
- Sheng-Chieh Lu
- Department of Symptom Research, University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Mindy Xu
- Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - Mei Wang
- Division of Public Health Sciences, Department of Surgery, Washington University in St Louis, St Louis, MO, United States
| | - Angela Hardi
- Becker Medical Library, Washington University in St Louis, St Louis, MO, United States
| | - Abby L Cheng
- Division of Public Health Sciences, Department of Surgery, Washington University in St Louis, St Louis, MO, United States.,Division of Physical Medicine and Rehabilitation, Department of Orthopaedic Surgery, Washington University in St Louis, St Louis, MO, United States
| | - Su-Hsin Chang
- Division of Public Health Sciences, Department of Surgery, Washington University in St Louis, St Louis, MO, United States
| | - Po-Yin Yen
- Institute for Informatics, Washington University in St Louis, St Louis, MO, United States.,Goldfarb School of Nursing, Barnes Jewish College, BJC HealthCare, St Louis, MO, United States
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Drakonakis N, Stylianidis S, Peppou LE, Douzenis A, Nikolaidi S, Tzavara C, Baladima CE, Iatropoulou GO, Psarra V, Tsopanaki E, Barbato A. Outcome of Voluntary vs Involuntary Admissions in Greece over 2 years after Discharge: A Cohort Study in the Psychiatric Hospital of Attica "Dafni". Community Ment Health J 2022; 58:633-644. [PMID: 34370149 DOI: 10.1007/s10597-021-00865-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Accepted: 06/20/2021] [Indexed: 10/20/2022]
Abstract
The increasing rates of involuntary hospitalization constitute a major ethical issue in psychiatric practice. The present cohort study endeavours to investigate the relationship between patients' legal status (involuntary vs voluntary) and the outcome of their hospitalization, over 2 years after discharge. All individuals admitted in the 3rd Psychiatric Department of the Psychiatric Hospital of Attica during February 2015-February 2017 took part in the study. 64.7% of patients were compulsory admitted. Findings indicate a statistically significant improvement in global functioning and symptomatology levels from admission to discharge for all treated patients, independently of their legal status. However, readmission rates over 2 years after discharge were high (34.8% vs. 21.9% in voluntary and involuntary patients, respectively). In conclusion, psychiatric admission, irrespectively of legal status leads to clinical improvement.
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Affiliation(s)
- Nektarios Drakonakis
- Psychiatric Hospital of Attica "Dafni", Athens, Greece. .,Department of Social Sciences, Faculty of Psychology, Panteion University of Social and Political Sciences, Athens, Greece.
| | - Stelios Stylianidis
- Association for Regional Development and Mental Health (EPAPSY), Athens, Greece.,Department of Social Sciences, Faculty of Psychology, Panteion University of Social and Political Sciences, Athens, Greece
| | - Lily Evangelia Peppou
- Department of Social Sciences, Faculty of Psychology, Panteion University of Social and Political Sciences, Athens, Greece.,University Mental Health, Neurosciences and Precision Medicine Research Institute "Costas Stefanis", Athens, Greece
| | - Athanasios Douzenis
- 2nd Department of Psychiatry, University of Athens, Attikon Hospital, Athens, Greece
| | - Sofia Nikolaidi
- Association for Regional Development and Mental Health (EPAPSY), Athens, Greece
| | - Chara Tzavara
- Department of Hygiene, Epidemiology and Medical Statistics, Centre for Health Services Research, National and Kapodistrian University of Athens, Athens, Greece
| | - Charikleia Eirini Baladima
- Department of Social Sciences, Faculty of Psychology, Panteion University of Social and Political Sciences, Athens, Greece
| | - Georgia Olga Iatropoulou
- Department of Social Sciences, Faculty of Psychology, Panteion University of Social and Political Sciences, Athens, Greece
| | | | | | - Angelo Barbato
- Laboratory of Epidemiology and Social Psychiatry, IRCCS Istituto Di Ricerche Farmacologiche 'Mario Negri', Milan, Italy.,IRIS Postgraduate Psychotherapy School, Milan, Italy
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Abstract
OBJECTIVE To ask the Leginski question of an outcome measurement process. METHOD Articles elicited by a literature search of 'HoNOS' are analysed for evidence of its value or cost effectiveness to consumers, clinicians or administrators. RESULTS None of the 260 studies elicited by the search attempted to assess the cost of the use of Health of the Nation Outcome Scale (HoNOS). One study investigated the effect of routine outcome measurement, finding that it failed to result in the provision of evidence-based care. One study reported positive outcomes. CONCLUSIONS The ability of HoNOS to improve the health and social functioning of mentally ill people has not been demonstrated. The widespread use of HoNOS as a routine outcome measure is not justified by the evidence.
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Affiliation(s)
- Keith G Bender
- Consultant Psychiatrist, Bentley Mental Health Service, Bentley, WA, Australia
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Weisel KK, Fuhrmann LM, Berking M, Baumeister H, Cuijpers P, Ebert DD. Standalone smartphone apps for mental health-a systematic review and meta-analysis. NPJ Digit Med 2019; 2:118. [PMID: 31815193 PMCID: PMC6889400 DOI: 10.1038/s41746-019-0188-8] [Citation(s) in RCA: 194] [Impact Index Per Article: 32.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Accepted: 10/24/2019] [Indexed: 12/11/2022] Open
Abstract
While smartphone usage is ubiquitous, and the app market for smartphone apps targeted at mental health is growing rapidly, the evidence of standalone apps for treating mental health symptoms is still unclear. This meta-analysis investigated the efficacy of standalone smartphone apps for mental health. A comprehensive literature search was conducted in February 2018 on randomized controlled trials investigating the effects of standalone apps for mental health in adults with heightened symptom severity, compared to a control group. A random-effects model was employed. When insufficient comparisons were available, data was presented in a narrative synthesis. Outcomes included assessments of mental health disorder symptom severity specifically targeted at by the app. In total, 5945 records were identified and 165 full-text articles were screened for inclusion by two independent researchers. Nineteen trials with 3681 participants were included in the analysis: depression (k = 6), anxiety (k = 4), substance use (k = 5), self-injurious thoughts and behaviors (k = 4), PTSD (k = 2), and sleep problems (k = 2). Effects on depression (Hedges’ g = 0.33, 95%CI 0.10–0.57, P = 0.005, NNT = 5.43, I2 = 59%) and on smoking behavior (g = 0.39, 95%CI 0.21–0.57, NNT = 4.59, P ≤ 0.001, I2 = 0%) were significant. No significant pooled effects were found for anxiety, suicidal ideation, self-injury, or alcohol use (g = −0.14 to 0.18). Effect sizes for single trials ranged from g = −0.05 to 0.14 for PTSD and g = 0.72 to 0.84 for insomnia. Although some trials showed potential of apps targeting mental health symptoms, using smartphone apps as standalone psychological interventions cannot be recommended based on the current level of evidence.
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Affiliation(s)
- Kiona K Weisel
- 1Department of Clinical Psychology and Psychotherapy, Friedrich-Alexander University Erlangen-Nürnberg, Erlangen, Germany
| | - Lukas M Fuhrmann
- 1Department of Clinical Psychology and Psychotherapy, Friedrich-Alexander University Erlangen-Nürnberg, Erlangen, Germany
| | - Matthias Berking
- 1Department of Clinical Psychology and Psychotherapy, Friedrich-Alexander University Erlangen-Nürnberg, Erlangen, Germany
| | - Harald Baumeister
- 2Department of Clinical Psychology and Psychotherapy, University of Ulm, Ulm, Germany
| | - Pim Cuijpers
- 3Department of Clinical, Neuro and Developmental Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.,4Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - David D Ebert
- 1Department of Clinical Psychology and Psychotherapy, Friedrich-Alexander University Erlangen-Nürnberg, Erlangen, Germany
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Steenhuis LA, Pijnenborg GHM, Visser E, van de Willige G, van Beilen M, Nauta MH, Aleman A, Bartels-Velthuis AA. The development, validity, and reliability of the auditory vocal hallucination rating scale questionnaire (AVHRS-Q). Soc Psychiatry Psychiatr Epidemiol 2019; 54:927-935. [PMID: 30903236 DOI: 10.1007/s00127-019-01692-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2018] [Accepted: 03/09/2019] [Indexed: 02/05/2023]
Abstract
PURPOSE The Auditory Vocal Hallucination Rating Scale Questionnaire (AVHRS-Q) is a short self-report measure assessing several characteristics of auditory vocal hallucinations (AVH) that was derived from a validated clinical interview (the auditory vocal hallucination rating scale; AVHRS). This study investigated the internal reliability, convergent validity, and divergent validity of the AVHRS-Q using two clinical samples. METHODS In sample I, 32 psychiatric patients with AVH were recruited from an academic hospital service and assessed with the AVHRS and the AVHRS-Q. Data for sample II were retrospectively retrieved from a pseudonymised Routine Outcome Monitoring (ROM) database collected in the context of mental healthcare at the same academic hospital service. Data from 82 psychiatric patients with AVH were retrieved, who completed the AVHRS-Q, and measures of psychological distress (the Outcome Questionnaire; OQ-45, and the Symptom Checklist; SCL-90) and quality of life (the Manchester Short Assessment of Quality of Life; MANSA). RESULTS The AVHRS-Q showed good internal consistency in both samples. Severity scores of the AVHRS-Q were strongly correlated to the severity scores of the AVHRS (r = 0.90, p < 0.01). The AVHRS-Q and AVHRS did not differ in the identification of mild and severe voice-hearers [X2 (1, N = 32) = 15.71]. AVHRS-Q severity scores had moderate correlations with measures of psychological distress (OQ-45, r = 0.43, p < 0.01; SCL-90, r = 0.50, p < 0.05) and quality of life (MANSA, r = - 0.22, p < 0.01). CONCLUSIONS The AVHRS-Q demonstrated good reliability, convergent validity, and divergent validity, suggesting it can be applied in both clinical and research settings for a quick and reliable assessment of AVH.
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Affiliation(s)
- Laura A Steenhuis
- Department of Clinical Psychology and Experimental Psychopathology, Faculty of Behavioural and Social Sciences, University of Groningen, Grote Kruisstraat 2/1, 9712 TS, Groningen, The Netherlands.
| | - Gerdina H M Pijnenborg
- Department of Clinical Psychology and Experimental Psychopathology, Faculty of Behavioural and Social Sciences, University of Groningen, Grote Kruisstraat 2/1, 9712 TS, Groningen, The Netherlands.,Department of Psychotic Disorders, GGZ-Drenthe, Dennenweg 9, 9404 LA, Assen, The Netherlands
| | - Ellen Visser
- University Medical Center Groningen, University Center for Psychiatry, Rob Giel Research center, University of Groningen, Hanzeplein 1 (CC72), 9713 GZ, Groningen, The Netherlands
| | - Gerard van de Willige
- University Medical Center Groningen, University Center for Psychiatry, Rob Giel Research center, University of Groningen, Hanzeplein 1 (CC72), 9713 GZ, Groningen, The Netherlands
| | - Marije van Beilen
- University Medical Center Groningen, University Center for Psychiatry, Psychosis Department, University of Groningen, Hanzeplein 1, 9713 GZ, Groningen, The Netherlands
| | - Maaike H Nauta
- Department of Clinical Psychology and Experimental Psychopathology, Faculty of Behavioural and Social Sciences, University of Groningen, Grote Kruisstraat 2/1, 9712 TS, Groningen, The Netherlands
| | - André Aleman
- Department of Clinical Psychology and Experimental Psychopathology, Faculty of Behavioural and Social Sciences, University of Groningen, Grote Kruisstraat 2/1, 9712 TS, Groningen, The Netherlands.,Department of Neuroscience, University of Groningen, University Medical Center Groningen, Antonius Deusinglaan 1, 9713 AV, Groningen, The Netherlands
| | - Agna A Bartels-Velthuis
- University Medical Center Groningen, University Center for Psychiatry, Rob Giel Research center, University of Groningen, Hanzeplein 1 (CC72), 9713 GZ, Groningen, The Netherlands
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