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Opie JE, Vuong A, Welsh ET, Esler TB, Khan UR, Khalil H. Outcomes of Best-Practice Guided Digital Mental Health Interventions for Youth and Young Adults with Emerging Symptoms: Part II. A Systematic Review of User Experience Outcomes. Clin Child Fam Psychol Rev 2024:10.1007/s10567-024-00468-5. [PMID: 38634939 DOI: 10.1007/s10567-024-00468-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/28/2024] [Indexed: 04/19/2024]
Abstract
Although many young people demonstrate resilience and strength, research and clinical evidence highlight an upward trend in mental health concerns among those aged 12 to 25 years. Youth-specific digital mental health interventions (DMHIs) aim to address this trend by providing timely access to mental health support for young people (12-25 years). However, there is a considerable gap in understanding young people user experiences with digital interventions. This review, co-designed with Australia's leading mental health organization Beyond Blue, utilizes a systematic methodology to synthesize evidence on user experience in youth-oriented digital mental health interventions that are fully or partially guided. Five relevant online databases were searched for articles published from 2018 to 2023, yielding 22,482 articles for screening and 22 studies were included in the present analysis. User experience outcomes relating to satisfaction and engagement were assessed for each included intervention, with experience indicators relating to usefulness, usability, value, credibility, and desirability being examined. Elements associated with positive/negative outcomes were extracted. Elements shown to positively influence user experience included peer engagement, modern app-based delivery, asynchronous support, and personalized content. In contrast, users disliked static content, homework/log-keeping, the requirement for multiple devices, and social media integration. Asynchronous interventions showed high satisfaction but faced engagement issues, with combined asynchronous/synchronous interventions reporting better completion rates. DMHIs offer a promising platform for youth mental health support and has the potential to dramatically increase the reach of interventions through the adoption of technological and user experience best practices. While young people respond positively to many aspects of intervention modernization, such as interactive, app-based design, other concepts, such as social media integration, they need to be adopted by the field more cautiously to ensure trust and engagement.Trial Registration CRD42023405812.
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Affiliation(s)
- Jessica E Opie
- The Bouverie Centre, La Trobe University, Melbourne, 3056, Australia.
- Department of Public Health, School of Psychology and Public Health, La Trobe University, Melbourne, 3000, Australia.
| | - An Vuong
- The Bouverie Centre, La Trobe University, Melbourne, 3056, Australia
- Department of Public Health, School of Psychology and Public Health, La Trobe University, Melbourne, 3000, Australia
| | - Ellen T Welsh
- The Bouverie Centre, La Trobe University, Melbourne, 3056, Australia
| | - Timothy B Esler
- The Bouverie Centre, La Trobe University, Melbourne, 3056, Australia
- Department of Public Health, School of Psychology and Public Health, La Trobe University, Melbourne, 3000, Australia
| | - Urooj Raza Khan
- Department of Public Health, School of Psychology and Public Health, La Trobe University, Melbourne, 3000, Australia
| | - Hanan Khalil
- Department of Public Health, School of Psychology and Public Health, La Trobe University, Melbourne, 3000, Australia
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Torous J, Firth J, Goldberg SB. Digital Mental Health's Unstable Dichotomy-Wellness and Health. JAMA Psychiatry 2024:2817600. [PMID: 38630496 DOI: 10.1001/jamapsychiatry.2024.0532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/24/2024]
Abstract
This Viewpoint discusses the unacknowledged risks and harms and unrealized clinical benefits of digital mental wellness and health technologies and offers suggestions for ways to catalyze the next phase of these technologies by focusing on safety, evidence, and engagement.
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Affiliation(s)
- John Torous
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
| | - Joseph Firth
- Division of Psychology and Mental Health, University of Manchester, Manchester, United Kingdom
| | - Simon B Goldberg
- Department of Counseling Psychology, University of Wisconsin-Madison
- Center for Healthy Minds, University of Wisconsin-Madison
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Opie JE, Vuong A, Welsh ET, Gray R, Pearce N, Marchionda S, Mutch R, Khalil H. Outcomes of Best-Practice Guided Digital Mental Health Interventions for Youth and Young Adults with Emerging Symptoms: Part I. A Systematic Review of Socioemotional Outcomes and Recommendations. Clin Child Fam Psychol Rev 2024:10.1007/s10567-024-00469-4. [PMID: 38489101 DOI: 10.1007/s10567-024-00469-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/28/2024] [Indexed: 03/17/2024]
Abstract
Youth-specific digital mental health interventions (DMHI) represent an emerging field of study, and aim to increase access, improve socioemotional outcomes, and, where required, support triage to targeted interventions. However, prior reviews have reported inconsistent findings on the clinical effectiveness of such interventions in young adults (12-25 years). Further, shortfalls remain for the impact of guided interventions based on the mode of delivery and the type of human support personnel (e.g., professional or peer) guiding the intervention. In response, this systematic review, co-designed with Australia's leading mental health organization, aims to assess the effectiveness of guided digital programs in improving youth socioemotional outcomes. Included studies involve young people experiencing mental ill-health, receiving brief (i.e., 1-12 sessions), digitally delivered (at least partially) psychological interventions that were guided or partially guided, tested in a type of experimental study, with a socioemotional outcome. Specific socioemotional outcomes examined were depression, anxiety, stress, wellbeing, mindfulness, and quality of life. A systematic search of the contemporary published and grey literature identified 22,482 records with 32 relevant records published between 2018 and 2023. A narrative synthesis guided integration of findings. Results demonstrated strong evidence for the effectiveness of guided interventions on socioemotional outcomes (i.e., depression, anxiety, stress) yet these effects were short-lived. When factoring in the use of different control groups (i.e., active vs. inactive), inconsistent effects were observed for the socioemotional outcomes of depression, anxiety, and stress. The mode of delivery (i.e., asynchronous, synchronous, combined) and the type of human support personnel did not appear to impact socioemotional outcomes. Results indicate efficacious brief digital interventions for depression and anxiety include refresher/follow-up content, goal setting content, and relapse prevention content. In contrast, poor efficacy is associated with interventions that include homework tasks, self-monitoring, and log-keeping content.PROSPERO, ID CRD42023405812.
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Affiliation(s)
- Jessica E Opie
- School of Psychology & Public Health, The Bouverie Centre, La Trobe University, 8 Gardiner Street, Brunswick, Melbourne, VA, 3056, Australia.
- La Trobe University, Melbourne, VA, 3000, Australia.
| | - An Vuong
- School of Psychology & Public Health, The Bouverie Centre, La Trobe University, 8 Gardiner Street, Brunswick, Melbourne, VA, 3056, Australia
- La Trobe University, Melbourne, VA, 3000, Australia
| | - Ellen T Welsh
- School of Psychology & Public Health, The Bouverie Centre, La Trobe University, 8 Gardiner Street, Brunswick, Melbourne, VA, 3056, Australia
- La Trobe University, Melbourne, VA, 3000, Australia
| | - Richard Gray
- La Trobe University, Melbourne, VA, 3000, Australia
| | - Natalie Pearce
- La Trobe University, Melbourne, VA, 3000, Australia
- Latrobe University, Bendigo, VIC, 3551, Australia
| | - Sonia Marchionda
- School of Psychology & Public Health, The Bouverie Centre, La Trobe University, 8 Gardiner Street, Brunswick, Melbourne, VA, 3056, Australia
- La Trobe University, Melbourne, VA, 3000, Australia
| | | | - Hanan Khalil
- La Trobe University, Melbourne, VA, 3000, Australia
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Callahan C, Kimber J, Hu E, Tanner L, Kunkle S. The Real-World Impact of App-Based Mindfulness on Headspace Members With Moderate and Severe Perceived Stress: Observational Study. JMIR Mhealth Uhealth 2024; 12:e52968. [PMID: 38488513 PMCID: PMC10986332 DOI: 10.2196/52968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 12/18/2023] [Accepted: 12/22/2023] [Indexed: 03/19/2024] Open
Abstract
Background Perceived stress in the United States has drastically increased since the COVID-19 pandemic and is associated with negative mental health outcomes such as depression and anxiety. Digital mental health (DMH) interventions are efficacious tools to address negative mental health outcomes and have helped reduce the severity of psychological symptoms, such as anxiety, depression, and perceived stress, compared to waitlist controls. Although DMH tools have been studied in controlled settings, less is known about the real-world evidence of such interventions. Objective This study aimed to (1) characterize patterns in baseline perceived stress and changes in perceived stress among Headspace members with moderate and severe baseline perceived stress and (2) examine associations between engagement with Headspace content and changes in perceived stress (ie, evaluate whether there is a dose-response relationship). Methods We evaluated real-world perceived stress and engagement data at 2 time points among Headspace app members with baseline moderate and severe perceived stress. Perceived stress was measured using the Perceived Stress Scale (PSS-10) and engagement using active days and active minutes engaged with Headspace as well as the number of user sessions. Descriptive statistics were computed for all variables. Correlations between baseline and follow-up scores, percent change in PSS-10 scores, days between PSS-10 use, active days, active days per week, active minutes, active minutes per day, sessions, and sessions per week were evaluated. We used t tests to investigate differences in the abovementioned parameters between (1) participants who did and those who did not see improvements in PSS-10 scores (yes vs no improvement) and (2) participants who saw ≥30% improvement versus those who saw a <30% improvement in PSS-10 scores. Results Overall, 21,088 Headspace members were included in these analyses. On average, members saw a 23.52% decrease in PSS-10 scores from baseline to follow-up. On average, members had 2.42 (SD 1.76) active days per week and 25.89 (SD 33.40) active minutes per day, and completed 7.11 (SD 8.34) sessions per week. t tests suggest that members who saw improvements in PSS-10 scores from baseline to follow-up had significantly higher baseline PSS-10 scores (Cohen d=0.56), more active days per week (Cohen d=0.33), and more sessions per week (Cohen d=0.27) than those who did not see improvements in PSS-10 scores (all P<.001). Additional t tests suggest that members with ≥30% improvement in PSS-10 scores had significantly higher baseline PSS-10 scores (Cohen d=0.35), more active days per week (Cohen d=0.36), and more sessions per week (Cohen d=0.31) than those with a >30% improvement (all P<.001). Conclusions Real-world use of Headspace is associated with decreased perceived stress. Furthermore, data suggest that more engagement, specifically weekly active days and sessions, is associated with a greater likelihood of stress reduction.
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Affiliation(s)
| | | | - Emily Hu
- Headspace, Santa Monica, CA, United States
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Li G, Sit HF, Chen W, Wu K, Sou EKL, Wong M, Chen Z, Burchert S, Hong IW, Sit HY, Lam AIF, Hall BJ. A WHO digital intervention to address depression among young Chinese adults: a type 1 effectiveness-implementation randomized controlled trial. Transl Psychiatry 2024; 14:102. [PMID: 38378687 PMCID: PMC10879210 DOI: 10.1038/s41398-024-02812-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Revised: 01/22/2024] [Accepted: 01/29/2024] [Indexed: 02/22/2024] Open
Abstract
Common mental disorders among young people are rising globally. Current university-based interventions are inadequate to address the need for evidence-based interventions. We investigated the effectiveness and implementation of Step-by-Step (SbS), a WHO digital intervention to address depression, among Chinese university students with depressive symptoms. In this paper, we report a type 1 hybrid effectiveness-implementation randomized controlled trial conducted between September 2021 and September 2022. The control condition was enhanced treatment as usual (ETAU, psychoeducation). The primary outcome was improvement in depression symptoms. Secondary outcomes were improvements in psychological well-being, anxiety symptoms, and self-identified psychosocial problems. Effectiveness of the intervention was evaluated using generalized linear mixed models. Implementation outcomes were evaluated by thematic analysis of participant interviews. A total of 371 participants were enrolled to two treatment conditions in a 1:1 ratio. SbS resulted in a greater reduction in depressive symptoms at posttreatment (p = 0.004, Hedges' g = 0.35), but no significant difference between SbS and ETAU was observed at three-month follow-up (p = 0.179, Hedges' g = 0.16). The treatment effect was larger among those who adhered to the treatment (Hedges' gs = 0.59 and 0.30). Subjective well-being also improved for SbS at both time points (Hedges' gs = 0.31 and 0.30). In addition, SbS resulted in more improvement in anxiety symptoms at posttreatment (p = 0.029, Hedges' g = 0.26), but not at three-month follow-up (p = 0.265, Hedges' g = 0.13). The qualitative results demonstrated that the intervention was well-implemented as a self-help mental health service, with minimal support from peer supporters. In conclusion, Step-by-Step, a digital intervention developed by WHO, was effective in reducing depressive symptoms in the short term and improving psychological well-being in a longer term. The sustained effect on depression needs further investigation. Improving uptake and engagement in the program is needed for its scale-up implementation as a university-based mental health service for Chinese young adults. Trial registration: ChiCTR2100050214.
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Affiliation(s)
- Gen Li
- Center for Global Health Equity, New York University Shanghai, Shanghai, China
| | - Hao Fong Sit
- Department of Psychology, The University of Hong Kong, Hong Kong SAR, China
| | - Wen Chen
- Department of Medical Statistics, School of Public Health, Sun Yat-sen University, Guangzhou, China
- Sun Yat-sen Centre for Migrant Health Policy, Sun Yat-sen University, Guangzhou, China
| | - Kunpeng Wu
- Department of Medical Statistics, School of Public Health, Sun Yat-sen University, Guangzhou, China
- Sun Yat-sen Centre for Migrant Health Policy, Sun Yat-sen University, Guangzhou, China
| | | | - Mek Wong
- Student Affairs Office, University of Macau, Macau SAR, China
| | - Ze Chen
- Centre for Macau Studies, University of Macau, Macau SAR, China
| | - Sebastian Burchert
- Department of Education and Psychology, Division of Clinical Psychological Intervention, Freie Universität Berlin, Berlin, Germany
| | - Ieng Wai Hong
- Moon Chun Memorial College, University of Macau, Macau SAR, China
| | - Ho Yi Sit
- Shiu Pong College, University of Macau, Macau SAR, China
| | | | - Brian J Hall
- Center for Global Health Equity, New York University Shanghai, Shanghai, China.
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Ho TQA, Le LKD, Engel L, Le N, Melvin G, Le HND, Mihalopoulos C. Barriers to and facilitators of user engagement with web-based mental health interventions in young people: a systematic review. Eur Child Adolesc Psychiatry 2024:10.1007/s00787-024-02386-x. [PMID: 38356043 DOI: 10.1007/s00787-024-02386-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 01/22/2024] [Indexed: 02/16/2024]
Abstract
Many young people (YP) are diagnosed with mental illnesses and require support. Web-based mental health interventions (W-MHIs) have been increasingly utilized by YP, healthcare providers, and parents due to reasons including convenience and anonymity. W-MHIs are effective in improving mental health in YP. However, real-world engagement with W-MHIs remains low. Therefore, understanding barriers/facilitators of user engagement with W-MHIs is necessary to promote W-MHIs and help users gain optimal benefits through higher engagement. This review aims to identify barriers/facilitators of user engagement with W-MHIs in YP aged 10-24 years. A systematic search of five databases for English language, peer-reviewed publications was conducted between January 2010 and February 2023. Studies examining factors influencing user engagement with W-MHIs, described as barriers or facilitators, were included. Study quality was assessed using the Mixed Methods Appraisal Tool. A narrative synthesis was performed. Of 4088 articles identified, 69 studies were included. Barriers/facilitators were reported by young people (63 studies), providers (17 studies), and parents/caregivers (8 studies). YP perceived that usefulness and connectedness were the most common facilitators, whereas low-perceived need was the most reported barrier. Both providers and parents reported that perceived usefulness for YP was the most common facilitator, whereas concerns about program effectiveness and privacy were noted as barriers. This review found that program- and individual-related factors were important determinants of engagement with W-MHIs. This review provides guidance on the future design and development of new interventions, narrowing the gap between existing W-MHIs and unmet needs of users.
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Affiliation(s)
- Thi Quynh Anh Ho
- Deakin Health Economics, School of Health and Social Development, Institute for Health Transformation, Deakin University, Melbourne, VIC, Australia.
| | - Long Khanh-Dao Le
- Monash University Health Economics Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Lidia Engel
- Monash University Health Economics Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Ngoc Le
- Deakin Health Economics, School of Health and Social Development, Institute for Health Transformation, Deakin University, Melbourne, VIC, Australia
| | - Glenn Melvin
- School of Psychology, Deakin University, Melbourne, VIC, Australia
| | - Ha N D Le
- Deakin Health Economics, School of Health and Social Development, Institute for Health Transformation, Deakin University, Melbourne, VIC, Australia
| | - Cathrine Mihalopoulos
- Monash University Health Economics Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
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Zhang W, Yang W, Ruan H, Gao J, Wang Z. Comparison of internet-based and face-to-face cognitive behavioral therapy for obsessive-compulsive disorder: A systematic review and network meta-analysis. J Psychiatr Res 2023; 168:140-148. [PMID: 37907037 DOI: 10.1016/j.jpsychires.2023.10.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 08/20/2023] [Accepted: 10/14/2023] [Indexed: 11/02/2023]
Abstract
Cognitive behavioral therapy (CBT) is widely recognized as an effective treatment for obsessive-compulsive disorder (OCD). However, few patients are able to receive CBT. Internet-based CBT (ICBT) may be able to overcome this problem. In this study, we aimed to compare the efficacy of CBT, therapist-guided ICBT (TG-ICBT), unguided ICBT (UG-ICBT), and none therapist-guided ICBT (NTG-ICBT) by a network meta-analysis. The primary outcome was the mean change in OCD severity measured by the Yale-Brown Obsessive Compulsive Scale (Y-BOCS) or the Children's Yale-Brown Obsessive Compulsive Scale (CY-BOCS). The secondary outcomes included the severity of depressive symptoms, side effects, and cost-effectiveness. A total of 25 trials with 1642 participants were included. We found that the efficacy of CBT was superior to that of TG-ICBT. The mean improvement in Y-BOCS/CY-BOCS scores was higher in CBT group than in UG-ICBT group, but this difference was not statistically significant. The efficacy did not differ significantly between TG-ICBT and UG-ICBT. CBT, TG-ICBT, and UG-ICBT were all more effective than the psychological placebo, waiting list, and pill placebo. In terms of efficacy, CBT combined with drug therapy was better than CBT, TG-ICBT, and UG-ICBT. Sensitivity analyses supported these findings. Based on the current evidence, we recommend TG-ICBT when CBT is not available. However, it is undeniable that UG-ICBT also has the potential to be an effective alternative to CBT. More evidence is needed to support this possibility.
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Affiliation(s)
- Wenxuan Zhang
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, PR China
| | - Weili Yang
- The Second Affiliated Hospital of Xinxiang Medical University, PR China
| | - Hanyang Ruan
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, PR China
| | - Jian Gao
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, PR China
| | - Zhen Wang
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, PR China; Institute of Psychological and Behavioral Science, Shanghai Jiao Tong University, Shanghai, PR China; Shanghai Intelligent Psychological Evaluation and Intervention Engineering Technology Research Center, Shanghai, PR China.
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Ozmen S, Amarnath A, Struijs S, de Wit L, Cuijpers P. A Guided Web-Based Intervention Targeting Procrastination in College Students: Protocol for an Open Trial. JMIR Res Protoc 2023; 12:e44907. [PMID: 37921841 PMCID: PMC10656662 DOI: 10.2196/44907] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 05/22/2023] [Accepted: 06/15/2023] [Indexed: 11/04/2023] Open
Abstract
BACKGROUND Academic procrastination is a widespread problem among college students. It is linked to poor academic performance and increased college dropout intentions, as well as several mental health problems such as depression, anxiety, and stress. Guided web-based interventions can help reduce procrastination. However, guidance by professional clinicians draws upon valuable and limited societal resources, and a more efficient, scalable form of guidance is needed. Guidance by trained clinical psychology students has not yet been examined. OBJECTIVE The aim of this open trial is to examine the feasibility and acceptability of a web-based procrastination intervention for college students under the guidance of student digital coaches (e-coaches). METHODS We developed a single-arm trial of a guided web-based intervention targeting procrastination for the Dutch student population. Guidance is delivered by trained clinical psychology students asynchronously in the form of textual feedback on intervention progress, with the aim of supporting and motivating the participant. Participants are recruited at 7 Dutch universities. Primary outcomes are intervention satisfaction, usability, and adherence, which are assessed by the Client Satisfaction Scale (CSQ-8), System Usability Scale (SUS-10), and number of completed modules, respectively. The primary outcomes will be examined by calculating descriptive statistics. Secondary outcomes are e-coach satisfaction and changes to procrastination, depression, stress, and quality of life from pre- to posttest and follow-up. RESULTS The project was funded in 2019, and recruitment began in January 2021. As of May 2023, a total of 985 participants were enrolled, of which 372 had completed the posttest and 192 had completed the follow-up. The expected date of analysis and publication of the results is 2024. CONCLUSIONS The results are expected to contribute to the body of literature regarding eHealth in 3 ways. First, we will examine whether students who procrastinate adhere to and are satisfied with an eHealth intervention targeting this problem. Second, we will explore whether an intervention targeting procrastination can also decrease depression and stress. Lastly, we will investigate whether trained psychology students can effectively guide their peers in web-based interventions. Given the shortage of licensed psychologists, exploring alternative sources of guidance is much needed in order to provide students with the mental health support they need. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/44907.
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Affiliation(s)
- Sevin Ozmen
- Department of Clinical Psychology, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Arpana Amarnath
- Department of Clinical Psychology, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Sascha Struijs
- Department of Clinical Psychology, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Leonore de Wit
- Department of Clinical Psychology, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Pim Cuijpers
- Department of Clinical Psychology, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
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Cohen Rodrigues TR, Breeman LD, Kinik A, Reijnders T, Dusseldorp E, Janssen VR, Kraaijenhagen RA, Atsma DE, Evers AW. Effectiveness of Human-Supported and Self-Help eHealth Lifestyle Interventions for Patients With Cardiometabolic Risk Factors: A Meta-Analysis. Psychosom Med 2023; 85:795-804. [PMID: 37549197 PMCID: PMC10662612 DOI: 10.1097/psy.0000000000001242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Revised: 06/02/2023] [Indexed: 08/09/2023]
Abstract
OBJECTIVE eHealth is a useful tool to deliver lifestyle interventions for patients with cardiometabolic diseases. However, there are inconsistent findings about whether these eHealth interventions should be supported by a human professional, or whether self-help interventions are equally effective. METHODS Databases were searched between January 1995 and October 2021 for randomized controlled trials on cardiometabolic diseases (cardiovascular disease, chronic kidney disease, type 1 and 2 diabetes mellitus) and eHealth lifestyle interventions. A multilevel meta-analysis was used to pool clinical and behavioral health outcomes. Moderator analyses assessed the effect of intervention type (self-help versus human-supported), dose of human support (minor versus major part of intervention), and delivery mode of human support (remote versus blended). One hundred seven articles fulfilled eligibility criteria and 102 unique ( N = 20,781) studies were included. RESULTS The analysis showed a positive effect of eHealth lifestyle interventions on clinical and behavioral health outcomes ( p < .001). However, these effects were not moderated by intervention type ( p = .169), dose ( p = .698), or delivery mode of human support ( p = .557). CONCLUSIONS This shows that self-help eHealth interventions are equally effective as human-supported ones in improving health outcomes among patients with cardiometabolic disease. Future studies could investigate whether higher-quality eHealth interventions compensate for a lack of human support.Meta-analysis registration: PROSPERO CRD42021269263 .
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10
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Stephenson KR, Latimer SRE, Zippan NL, Brotto LA. History of Sexual Assault as a Predictor of Response to a Self-Guided Online Program for Sexual Desire and Arousal Difficulties in Women. Arch Sex Behav 2023; 52:3379-3391. [PMID: 37697093 DOI: 10.1007/s10508-023-02685-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Revised: 07/29/2023] [Accepted: 08/02/2023] [Indexed: 09/13/2023]
Abstract
Sexual Interest/Arousal Disorder (distressing, long-lasting impairments in sexual desire and/or arousal) is common in women, but few have access to efficacious psychotherapies, including cognitive-behavioral therapy (CBT) and mindfulness-based therapy (MBT). eSense, an online program meant to maximize treatment access, has been shown to be a feasible, satisfactory, and potentially efficacious intervention. However, subpopulations such as sexual assault survivors may find the program less usable or efficacious. The current study compared women with and without a history of sexual assault (SA) regarding their ability to use and benefit from eSense. Forty-four women (22 with a history of SA; M age = 34.20 years) used eSense (CBT or MBT) and completed validated self-report scales of sexual function, sexual distress, treatment satisfaction, and homework compliance. A history of SA did not predict differences in attrition or changes in clinical outcomes. Exploratory analyses suggested that women with a history of SA reported slightly higher difficulty completing homework assignments, but also slightly higher treatment satisfaction. These preliminary results suggest that eSense may be usable and helpful for women with a history of SA. We discuss ways to maximize the acceptability and efficacy of online programs for women with a history of SA.
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Affiliation(s)
- Kyle R Stephenson
- School of Psychology, Xavier University, 3800 Victory Parkway, Cincinnati, OH, 45207, USA.
| | | | - Natasha L Zippan
- Department of Psychology, Queen's University, Kingston, ON, Canada
| | - Lori A Brotto
- Department of Obstetrics and Gynaecology, University of British Columbia, Vancouver, BC, Canada
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Faria M, Zin STP, Chestnov R, Novak AM, Lev-Ari S, Snyder M. Mental Health for All: The Case for Investing in Digital Mental Health to Improve Global Outcomes, Access, and Innovation in Low-Resource Settings. J Clin Med 2023; 12:6735. [PMID: 37959201 PMCID: PMC10649112 DOI: 10.3390/jcm12216735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Revised: 10/23/2023] [Accepted: 10/23/2023] [Indexed: 11/15/2023] Open
Abstract
Mental health disorders are an increasing global public health concern that contribute to morbidity, mortality, disability, and healthcare costs across the world. Biomedical and psychological research has come a long way in identifying the importance of mental health and its impact on behavioral risk factors, physiological health, and overall quality of life. Despite this, access to psychological and psychiatric services remains widely unavailable and is a challenge for many healthcare systems, particularly those in developing countries. This review article highlights the strengths and opportunities brought forward by digital mental health in narrowing this divide. Further, it points to the economic and societal benefits of effectively managing mental illness, making a case for investing resources into mental healthcare as a larger priority for large non-governmental organizations and individual nations across the globe.
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Affiliation(s)
- Manuel Faria
- Department of Genetics, Stanford University School of Medicine, Stanford, CA 94305, USA;
- Department of Psychology, Stanford University, Stanford, CA 94305, USA
- Health and Development, United Nations Development Programme, 1219 Geneva, Switzerland; (S.T.P.Z.); (R.C.)
| | - Stella Tan Pei Zin
- Health and Development, United Nations Development Programme, 1219 Geneva, Switzerland; (S.T.P.Z.); (R.C.)
| | - Roman Chestnov
- Health and Development, United Nations Development Programme, 1219 Geneva, Switzerland; (S.T.P.Z.); (R.C.)
| | - Anne Marie Novak
- Department of Health Promotion, Tel Aviv University School of Medicine, Tel Aviv 6997801, Israel;
| | - Shahar Lev-Ari
- Department of Genetics, Stanford University School of Medicine, Stanford, CA 94305, USA;
- Department of Health Promotion, Tel Aviv University School of Medicine, Tel Aviv 6997801, Israel;
| | - Michael Snyder
- Department of Genetics, Stanford University School of Medicine, Stanford, CA 94305, USA;
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12
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Groot J, MacLellan A, Butler M, Todor E, Zulfiqar M, Thackrah T, Clarke C, Brosnan M, Ainsworth B. The Effectiveness of Fully Automated Digital Interventions in Promoting Mental Well-Being in the General Population: Systematic Review and Meta-Analysis. JMIR Ment Health 2023; 10:e44658. [PMID: 37856172 PMCID: PMC10623223 DOI: 10.2196/44658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 06/30/2023] [Accepted: 07/07/2023] [Indexed: 10/20/2023] Open
Abstract
BACKGROUND Recent years have highlighted an increasing need to promote mental well-being in the general population. This has led to a rapidly growing market for fully automated digital mental well-being tools. Although many individuals have started using these tools in their daily lives, evidence on the overall effectiveness of digital mental well-being tools is currently lacking. OBJECTIVE This study aims to review the evidence on the effectiveness of fully automated digital interventions in promoting mental well-being in the general population. METHODS Following the preregistration of the systematic review protocol on PROSPERO, searches were carried out in MEDLINE, Web of Science, Cochrane, PsycINFO, PsycEXTRA, Scopus, and ACM Digital (initial searches in February 2022; updated in October 2022). Studies were included if they contained a general population sample and a fully automated digital intervention that exclusively used psychological mental well-being promotion activities. Two reviewers, blinded to each other's decisions, conducted data selection, extraction, and quality assessment of the included studies. Narrative synthesis and a random-effects model of per-protocol data were adopted. RESULTS We included 19 studies that involved 7243 participants. These studies included 24 fully automated digital mental well-being interventions, of which 15 (63%) were included in the meta-analysis. Compared with no intervention, there was a significant small effect of fully automated digital mental well-being interventions on mental well-being in the general population (standardized mean difference 0.19, 95% CI 0.04-0.33; P=.02). Specifically, mindfulness-, acceptance-, commitment-, and compassion-based interventions significantly promoted mental well-being in the general population (P=.006); insufficient evidence was available for positive psychology and cognitive behavioral therapy-based interventions; and contraindications were found for integrative approaches. Overall, there was substantial heterogeneity, which could be partially explained by the intervention duration, comparator, and study outcomes. The risk of bias was high, and confidence in the quality of the evidence was very low (Grading of Recommendations, Assessment, Development, and Evaluations), primarily because of the high rates of study dropout (average 37%; range 0%-85%) and suboptimal intervention adherence (average 40%). CONCLUSIONS This study provides a novel contribution to knowledge regarding the effectiveness, strengths, and weaknesses of fully automated digital mental well-being interventions in the general population. Future research and practice should consider these findings when developing fully automated digital mental well-being tools. In addition, research should aim to investigate positive psychology and cognitive behavioral therapy-based tools as well as develop further strategies to improve adherence and reduce dropout in fully automated digital mental well-being interventions. Finally, it should aim to understand when and for whom these interventions are particularly beneficial. TRIAL REGISTRATION PROSPERO CRD42022310702; https://tinyurl.com/yc7tcwy7.
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Affiliation(s)
- Julia Groot
- Department of Psychology, University of Bath, Bath, United Kingdom
| | | | - Madelaine Butler
- Department of Psychology, University of Bath, Bath, United Kingdom
| | - Elisa Todor
- Department of Psychology, University of Bath, Bath, United Kingdom
| | - Mahnoor Zulfiqar
- Department of Psychology, University of Bath, Bath, United Kingdom
| | | | - Christopher Clarke
- Department of Computer Science, University of Bath, Bath, United Kingdom
| | - Mark Brosnan
- Centre for Applied Autism Research, Department of Psychology, University of Bath, Bath, United Kingdom
| | - Ben Ainsworth
- School of Psychology, Faculty of Environmental and Life Sciences, University of Southampton, Southampton, United Kingdom
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13
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Germain A, Wolfson M, Brock MS, O'Reilly B, Hearn H, Knowles S, Mysliwiec V, Wallace ML. Digital CBTI hubs as a treatment augmentation strategy in military clinics: study protocol for a pragmatic randomized clinical trial. Trials 2023; 24:648. [PMID: 37803393 PMCID: PMC10557157 DOI: 10.1186/s13063-023-07686-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 09/28/2023] [Indexed: 10/08/2023] Open
Abstract
BACKGROUND Chronic insomnia is the most prevalent sleep disorder among military service members, and it compromises readiness, performance, and physical and mental health. Cognitive behavioral treatment for insomnia (CBTI) is the standard of care for the treatment of insomnia recommended by the VA/DoD Clinical Practice Guideline, the American Academy of Sleep Medicine, and the American College of Physicians. CBTI is highly effective but has limited scalability. It is often unavailable in clinical settings where service members receive sleep care. Digital technologies offer unique opportunities to scale and broaden the geographic reach of CBTI services and support increased patient access and engagement in behavioral sleep care. This study aims to evaluate the impact and acceptability of digital CBTI hubs to augment military treatment facilities' capabilities in behavioral sleep medicine. METHODS This is a multi-site, non-inferiority randomized clinical trial designed to compare the effects of in-person (face-to-face or virtual) insomnia care as usual at three military sleep clinics versus CBTI delivered remotely and asynchronously through digital CBTI hubs. Digital CBTI hubs are led by licensed, certified clinicians who use NOCTEM's® evidence-based clinical decision support platform COAST™ (Clinician Operated Assistive Sleep Technology). Changes in insomnia severity and daytime symptoms of depression and anxiety will be compared at baseline, at 6-8 weeks, and at 3-month follow-up. Patient satisfaction with insomnia care as usual versus digital CBTI hubs will also be examined. We hypothesize that digital CBTI hubs will be non-inferior to insomnia care as usual for improvements in insomnia and daytime symptoms as well as patient satisfaction with insomnia care. DISCUSSION Digital technology has a high potential to scale CBTI accessibility and delivery options required to meet the insomnia care needs of military service members. Digital CBTI hubs using COAST offer a novel approach to broaden service members' access to CBTI and to serve as an augmentation strategy for existing sleep services at military treatment facilities. The pragmatic approach leveraging technology in this trial has the potential to rapidly inform clinical practice within the Defense Health Agency as well as other healthcare systems. TRIAL REGISTRATION ClinicalTrials.gov NCT05490550. Registered on 14 July 2023.
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Affiliation(s)
- Anne Germain
- NOCTEM, LLC, 218 Oakland Avenue, Pittsburgh, PA, 15213, USA.
| | - Megan Wolfson
- NOCTEM, LLC, 218 Oakland Avenue, Pittsburgh, PA, 15213, USA
| | - Matthew S Brock
- Department of Sleep Medicine, Wilford Hall Ambulatory Surgical Center, 1100 Wilford Hall Loop, Lackland AFB, San Antonio, TX, 78236, USA
| | - Brian O'Reilly
- Madigan Army Medical Center, Joint Base Lewis-McChord, WA, 9040 Jackson Ave., Joint Base Lewis-McChord, WA, 98431, USA
| | - Hunter Hearn
- Carl R. Darnall Army Medical Center, Sleep Disorder Center, 36065 Santa Fe Ave., Fort Hood, Fort Cavazos, TX, 76544, USA
| | - Shelley Knowles
- Carl R. Darnall Army Medical Center, Sleep Disorder Center, 36065 Santa Fe Ave., Fort Hood, Fort Cavazos, TX, 76544, USA
| | - Vincent Mysliwiec
- Department of Psychiatry and Behavioral Sciences, University of Texas Health Science Center at San Antonio, San Antonio, TX, 78229, USA
| | - Meredith L Wallace
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, USA
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14
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Wang Y, Bao S, Chen Y. How does social media use influence the mental health of pancreatic cancer patients: a chain mediating effect of online social support and psychological resilience. Front Public Health 2023; 11:1166776. [PMID: 37441643 PMCID: PMC10333754 DOI: 10.3389/fpubh.2023.1166776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Accepted: 06/12/2023] [Indexed: 07/15/2023] Open
Abstract
Background Pancreatic cancer is an extremely malignant disease that poses a serious threat to the mental health of patients. Many cancer patients now use social media for online social support. However, the impact of social media on mental health is currently inconsistent in the academic community. Therefore, this study aimed to examine the mediating effects of online social support and psychological resilience in the relationship between social media use and mental health of pancreatic cancer patients. Methods Four hundred and twenty-five valid questionnaires were collected through convenience sampling. All data were processed using SPSS 26.0 and AMOS 26.0. We examine the influence relationships among latent variables by constructing a structural equation model. Then SPSS Process Macro was used to test the chain mediating effect of the model. Results The results showed that (1) anxiety situations occurred in 22.2% of participants (N = 94), while the incidence of depression was 20.2% (N = 86). (2) Social media use positively influenced online social support (β = 0.990, p < 0.001), psychological resilience (β = 0.504, p < 0.001), and mental health (β = 0.330, p < 0.001); online social support positively influenced psychological resilience (β = 0.535, p < 0.001) and mental health (β = 0.354, p < 0.001); psychological resilience significantly and positively influenced mental health (β = 0.243, p < 0.001). (3) The chain mediating effect of online social support and psychological resilience was significant at 0.253 with a confidence interval of [0.178, 0.340]. Conclusion Pancreatic cancer patients in China are exposed to a high burden of anxiety and depression, which requires urgent attention. Meanwhile, online social support and psychological resilience played a chain mediating role between social media use and mental health (anxiety and depression), and our results provide new insights and ways to support the mental health improvement of pancreatic cancer patients.
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Affiliation(s)
| | - Sheng Bao
- School of Journalism and Communication, Huaqiao University, Xiamen, China
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15
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Janowski R, Green O, Shenderovich Y, Stern D, Clements L, Wamoyi J, Wambura M, Lachman JM, Melendez-Torres GJ, Gardner F, Baerecke L, Te Winkel E, Booij A, Setton O, Tsoanyane S, Mjwara S, Christine L, Ornellas A, Chetty N, Klapwijk J, Awah I, Manjengenja N, Sokoine K, Majikata S, Cluver LD. Optimising engagement in a digital parenting intervention to prevent violence against adolescents in Tanzania: protocol for a cluster randomised factorial trial. BMC Public Health 2023; 23:1224. [PMID: 37353844 PMCID: PMC10288745 DOI: 10.1186/s12889-023-15989-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Accepted: 05/25/2023] [Indexed: 06/25/2023] Open
Abstract
BACKGROUND Violence against adolescents is a universal reality, with severe individual and societal costs. There is a critical need for scalable and effective violence prevention strategies such as parenting programmes, particularly in low- and middle-income countries where rates of maltreatment are highest. Digital interventions may be a scalable and cost-effective alternative to in-person delivery, yet maximising caregiver engagement is a substantial challenge. This trial employs a cluster randomised factorial experiment and a novel mixed-methods analytic approach to assess the effectiveness, cost-effectiveness, and feasibility of intervention components designed to optimise engagement in an open-source parenting app, ParentApp for Teens. The app is based on the evidence-based Parenting for Lifelong Health for Teens programme, developed collaboratively by academic institutions in the Global South and North, the WHO, and UNICEF. METHODS/DESIGN Sixteen neighbourhoods, i.e., clusters, will be randomised to one of eight experimental conditions which consist of any combination of three components (Support: self-guided/moderated WhatsApp groups; App Design: sequential workshops/non-sequential modules; Digital Literacy Training: on/off). The study will be conducted in low-income communities in Tanzania, targeting socioeconomically vulnerable caregivers of adolescents aged 10 to 17 years (16 clusters, 8 conditions, 640 caregivers, 80 per condition). The primary objective of this trial is to estimate the main effects of the three components on engagement. Secondary objectives are to explore the interactions between components, the effects of the components on caregiver behavioural outcomes, moderators and mediators of programme engagement and impact, and the cost-effectiveness of components. The study will also assess enablers and barriers to engagement qualitatively via interviews with a subset of low, medium, and high engaging participants. We will combine quantitative and qualitative data to develop an optimised ParentApp for Teens delivery package. DISCUSSION This is the first known cluster randomised factorial trial for the optimisation of engagement in a digital parenting intervention in a low- and middle-income country. Findings will be used to inform the evaluation of the optimised app in a subsequent randomised controlled trial. TRIAL REGISTRATION Pan African Clinical Trial Registry, PACTR202210657553944. Registered 11 October 2022, https://pactr.samrc.ac.za/TrialDisplay.aspx?TrialID=24051 .
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Affiliation(s)
- Roselinde Janowski
- Department of Social Policy and Intervention, University of Oxford, Barnett House, 32-37 Wellington Square, Oxford, Ox1 2ER, UK.
| | - Ohad Green
- Department of Social Policy and Intervention, University of Oxford, Barnett House, 32-37 Wellington Square, Oxford, Ox1 2ER, UK
| | - Yulia Shenderovich
- Centre for Development, Evaluation, Complexity and Implementation in Public Health Improvement (DECIPHer), School of Social Science, Cardiff University, Cardiff, UK
- Wolfson Centre for Young People's Mental Health, Cardiff University, Cardiff, UK
| | - David Stern
- Innovations in Development, Education, and the Mathematical Sciences (IDEMS International), Reading, UK
| | - Lily Clements
- Innovations in Development, Education, and the Mathematical Sciences (IDEMS International), Reading, UK
| | - Joyce Wamoyi
- National Institute for Medical Research Mwanza Research Centre, Mwanza, Tanzania
| | - Mwita Wambura
- National Institute for Medical Research Mwanza Research Centre, Mwanza, Tanzania
| | - Jamie M Lachman
- Department of Social Policy and Intervention, University of Oxford, Barnett House, 32-37 Wellington Square, Oxford, Ox1 2ER, UK
- Centre for Social Science Research, University of Cape Town, Cape Town, South Africa
- Parenting for Lifelong Health, Oxford, UK
| | | | - Frances Gardner
- Department of Social Policy and Intervention, University of Oxford, Barnett House, 32-37 Wellington Square, Oxford, Ox1 2ER, UK
| | - Lauren Baerecke
- Centre for Social Science Research, University of Cape Town, Cape Town, South Africa
| | - Esmee Te Winkel
- Innovations in Development, Education, and the Mathematical Sciences (IDEMS International), Reading, UK
| | - Anna Booij
- Clowns Without Borders South Africa, Durban, South Africa
| | - Orli Setton
- Freelance Designer and Illustrator, Cape Town, South Africa
| | | | - Sussie Mjwara
- Clowns Without Borders South Africa, Durban, South Africa
| | - Laetitia Christine
- Innovations in Development, Education, and the Mathematical Sciences (INNODEMS), Kakamega, Kenya
| | - Abigail Ornellas
- Centre for Social Science Research, University of Cape Town, Cape Town, South Africa
| | - Nicole Chetty
- Centre for Social Science Research, University of Cape Town, Cape Town, South Africa
| | - Jonathan Klapwijk
- Department of Social Policy and Intervention, University of Oxford, Barnett House, 32-37 Wellington Square, Oxford, Ox1 2ER, UK
| | - Isang Awah
- Department of Social Policy and Intervention, University of Oxford, Barnett House, 32-37 Wellington Square, Oxford, Ox1 2ER, UK
| | | | - Kudely Sokoine
- Investing in Children and Strengthening Their Societies, Shinyanga, Tanzania
| | - Sabrina Majikata
- Investing in Children and Strengthening Their Societies, Shinyanga, Tanzania
| | - Lucie D Cluver
- Department of Social Policy and Intervention, University of Oxford, Barnett House, 32-37 Wellington Square, Oxford, Ox1 2ER, UK
- Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
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16
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Moghimi E, Stephenson C, Gutierrez G, Jagayat J, Layzell G, Patel C, McCart A, Gibney C, Langstaff C, Ayonrinde O, Khalid-Khan S, Milev R, Snelgrove-Clarke E, Soares C, Omrani M, Alavi N. Mental health challenges, treatment experiences, and care needs of post-secondary students: a cross-sectional mixed-methods study. BMC Public Health 2023; 23:655. [PMID: 37020282 PMCID: PMC10076091 DOI: 10.1186/s12889-023-15452-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 03/15/2023] [Indexed: 04/07/2023] Open
Abstract
BACKGROUND Post-secondary students frequently experience high rates of mental health challenges. However, they present meagre rates of treatment-seeking behaviours. This elevated prevalence of mental health problems, particularly after the COVID-19 pandemic, can lead to distress, poor academic performance, and lower job prospects following the completion of education. To address the needs of this population, it is important to understand students' perceptions of mental health and the barriers preventing or limiting their access to care. METHODS A broad-scoping online survey was publicly distributed to post-secondary students, collecting demographic, sociocultural, economic, and educational information while assessing various components of mental health. RESULTS In total, 448 students across post-secondary institutions in Ontario, Canada, responded to the survey. Over a third (n = 170; 38.6%) of respondents reported a formal mental health diagnosis. Depression and generalized anxiety disorder were the most commonly reported diagnoses. Most respondents felt that post-secondary students did not have good mental health (n = 253; 60.5%) and had inadequate coping strategies (n = 261; 62.4%). The most frequently reported barriers to care were financial (n = 214; 50.5%), long wait times (n = 202; 47.6%), insufficient resources (n = 165; 38.9%), time constraints (n = 148; 34.9%), stigma (n = 133; 31.4%), cultural barriers (n = 108; 25.5%), and past negative experiences with mental health care (n = 86; 20.3%). The majority of students felt their post-secondary institution needed to increase awareness (n = 231; 56.5%) and mental health resources (n = 306; 73.2%). Most viewed in-person therapy and online care with a therapist as more helpful than self-guided online care. However, there was uncertainty about the helpfulness and accessibility of different forms of treatment, including online interventions. The qualitative findings highlighted the need for personal strategies, mental health education and awareness, and institutional support and services. CONCLUSIONS Various barriers to care, perceived lack of resources, and low knowledge of available interventions may contribute to compromised mental health in post-secondary students. The survey findings indicate that upstream approaches such as integrating mental health education for students may address the varying needs of this critical population. Therapist-involved online mental health interventions may be a promising solution to address accessibility issues.
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Affiliation(s)
- Elnaz Moghimi
- Department of Psychiatry, Faculty of Health Sciences, Queen's University, 166 Brock Street, Kingston, ON, K7L 5G2, Canada
- Waypoint Research Institute, Waypoint Centre for Mental Health Care, Penetanguishene, Canada
| | - Callum Stephenson
- Department of Psychiatry, Faculty of Health Sciences, Queen's University, 166 Brock Street, Kingston, ON, K7L 5G2, Canada
| | - Gilmar Gutierrez
- Department of Psychiatry, Faculty of Health Sciences, Queen's University, 166 Brock Street, Kingston, ON, K7L 5G2, Canada
| | - Jasleen Jagayat
- Centre for Neuroscience Studies, Faculty of Health Sciences, Queen's University, Kingston, ON, Canada
| | - Gina Layzell
- Centre for Neuroscience Studies, Faculty of Health Sciences, Queen's University, Kingston, ON, Canada
| | - Charmy Patel
- Department of Psychiatry, Faculty of Health Sciences, Queen's University, 166 Brock Street, Kingston, ON, K7L 5G2, Canada
| | - Amber McCart
- Student Wellness Services, Queen's University, Kingston, ON, Canada
| | - Cynthia Gibney
- Student Wellness Services, Queen's University, Kingston, ON, Canada
| | - Caryn Langstaff
- Wellness, Accessibility & Student Success, St. Lawrence College, Kingston, ON, Canada
| | - Oyedeji Ayonrinde
- Department of Psychiatry, Faculty of Health Sciences, Queen's University, 166 Brock Street, Kingston, ON, K7L 5G2, Canada
| | - Sarosh Khalid-Khan
- Department of Psychiatry, Faculty of Health Sciences, Queen's University, 166 Brock Street, Kingston, ON, K7L 5G2, Canada
| | - Roumen Milev
- Department of Psychiatry, Faculty of Health Sciences, Queen's University, 166 Brock Street, Kingston, ON, K7L 5G2, Canada
- Centre for Neuroscience Studies, Faculty of Health Sciences, Queen's University, Kingston, ON, Canada
| | - Erna Snelgrove-Clarke
- School of Nursing, Faculty of Health Sciences, Queen's University, Kingston, ON, Canada
| | - Claudio Soares
- Department of Psychiatry, Faculty of Health Sciences, Queen's University, 166 Brock Street, Kingston, ON, K7L 5G2, Canada
| | - Mohsen Omrani
- Department of Psychiatry, Faculty of Health Sciences, Queen's University, 166 Brock Street, Kingston, ON, K7L 5G2, Canada
- OPTT Inc, Toronto, ON, Canada
| | - Nazanin Alavi
- Department of Psychiatry, Faculty of Health Sciences, Queen's University, 166 Brock Street, Kingston, ON, K7L 5G2, Canada.
- Centre for Neuroscience Studies, Faculty of Health Sciences, Queen's University, Kingston, ON, Canada.
- OPTT Inc, Toronto, ON, Canada.
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17
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Amarnath A, Ozmen S, Struijs SY, de Wit L, Cuijpers P. Effectiveness of a guided internet-based intervention for procrastination among university students - A randomized controlled trial study protocol. Internet Interv 2023; 32:100612. [PMID: 36922962 PMCID: PMC10009202 DOI: 10.1016/j.invent.2023.100612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 02/27/2023] [Accepted: 02/28/2023] [Indexed: 03/06/2023] Open
Abstract
Procrastination is a widespread problem that is highly prevalent among the young adult population and is associated with several negative consequences. However, current evidence on the effectiveness of e-health interventions for procrastination either lack a comparison to an inactive control, do not include a student population or are of poor quality. This protocol describes the design of a trial that will overcome these limitations and examine the effectiveness of a guided internet-based intervention (GetStarted) to reduce problematic procrastinating behaviors in college students compared to a waitlist control. This study will be a two-armed randomized controlled trial with a calculated sample size of N = 176. Participants will be students from seven universities in the Netherlands. The intervention group will receive a four-week e-coach-guided intervention for procrastination. The waitlist control group will get access to treatment four weeks after randomization. Assessments will take place at baseline, post-test (4 weeks post-baseline) and follow-up (6 months post-baseline). Data will be analyzed with an intent-to-treat principle. The primary outcome is change in procrastination behaviors measured on the Irrational Procrastination scale (IPS). Secondary outcomes are depression, anxiety, stress, and quality of life. Additionally, sociodemographic characteristics of the participants, satisfaction with treatment, program usability, satisfaction with e-coach and treatment adherence will be examined as potential moderators. The results from this study can build evidence for the effectiveness of a guided internet-based intervention for treating procrastination in college students. Should it be effective, GetStarted could provide a flexible, low-intense and cost-effective treatment for procrastination and prevent common mental health problems in college students. Trial registration This trial is registered at ClinicalTrials.gov Protocol Registration and Results System (Trial number: NCT05478096).
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Affiliation(s)
- Arpana Amarnath
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, the Netherlands
| | - Sevin Ozmen
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, the Netherlands
| | - Sascha Y Struijs
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, the Netherlands.,Institute of Clinical Psychology, Leiden University, Leiden, the Netherlands
| | - Leonore de Wit
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, the Netherlands
| | - Pim Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, the Netherlands.,WHO Collaborating Centre for Research and Dissemination of Psychological Interventions
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18
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Eysenbach G, Amado S, Jasman M, Ervin A, Rhodes JE. Providing Human Support for the Use of Digital Mental Health Interventions: Systematic Meta-review. J Med Internet Res 2023; 25:e42864. [PMID: 36745497 PMCID: PMC9941905 DOI: 10.2196/42864] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Revised: 11/23/2022] [Accepted: 01/11/2023] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND Digital mental health interventions (DMHIs) have been increasingly deployed to bridge gaps in mental health care, particularly given their promising efficacy. Nevertheless, attrition among DMHI users remains high. In response, human support has been studied as a means of improving retention to and outcomes of DMHIs. Although a growing number of studies and meta-analyses have investigated the effects of human support for DMHIs on mental health outcomes, systematic empirical evidence of its effectiveness across mental health domains remains scant. OBJECTIVE We aimed to summarize the results of meta-analyses of human support versus no support for DMHI use across various outcome domains, participant samples, and support providers. METHODS We conducted a systematic meta-review of meta-analyses, comparing the effects of human support with those of no support for DMHI use, with the goal of qualitatively summarizing data across various outcome domains, participant samples, and support providers. We used MEDLINE, PubMed, and PsycINFO electronic databases. Articles were included if the study had a quantitative meta-analysis study design; the intervention targeted mental health symptoms and was delivered via a technology platform (excluding person-delivered interventions mediated through telehealth, text messages, or social media); the outcome variables included mental health symptoms such as anxiety, depression, stress, posttraumatic stress disorder symptoms, or a number of these symptoms together; and the study included quantitative comparisons of outcomes in which human support versus those when no or minimal human support was provided. RESULTS The results of 31 meta-analyses (505 unique primary studies) were analyzed. The meta-analyses reported 45 effect sizes; almost half (n=22, 48%) of them showed that human-supported DMHIs were significantly more effective than unsupported DMHIs. A total of 9% (4/45) of effect sizes showed that unsupported DMHIs were significantly more effective. No clear patterns of results emerged regarding the efficacy of human support for the outcomes assessed (including anxiety, depression, posttraumatic stress disorder, stress, and multiple outcomes). Human-supported DMHIs may be more effective than unsupported DMHIs for individuals with elevated mental health symptoms. There were no clear results regarding the type of training for those providing support. CONCLUSIONS Our findings highlight the potential of human support in improving the effects of DMHIs. Specifically, evidence emerged for stronger effects of human support for individuals with greater symptom severity. There was considerable heterogeneity across meta-analyses in the level of detail regarding the nature of the interventions, population served, and support delivered, making it difficult to draw strong conclusions regarding the circumstances under which human support is most effective. Future research should emphasize reporting detailed descriptions of sample and intervention characteristics and describe the mechanism through which they believe the coach will be most useful for the DMHI.
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Affiliation(s)
| | - Selen Amado
- Center for Evidence-Based Mentoring, University of Massachusetts Boston, Boston, MA, United States
| | - Megyn Jasman
- Center for Evidence-Based Mentoring, University of Massachusetts Boston, Boston, MA, United States
| | - Ariel Ervin
- Center for Evidence-Based Mentoring, University of Massachusetts Boston, Boston, MA, United States
| | - Jean E Rhodes
- Center for Evidence-Based Mentoring, University of Massachusetts Boston, Boston, MA, United States
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Shams F, Tai AM, Kim J, Boyd M, Meyer M, Kazemi A, Krausz RM. Adherence to e-health interventions for substance use and the factors influencing it: Systematic Review, meta-analysis, and meta-regression. Digit Health 2023; 9:20552076231203876. [PMID: 37780062 PMCID: PMC10540609 DOI: 10.1177/20552076231203876] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 09/08/2023] [Indexed: 10/03/2023] Open
Abstract
Background Substance use disorders affect 36 million people globally, but only a small proportion of them receive the necessary treatment. E-health interventions have been developed to address this issue by improving access to substance use treatment. However, concerns about participant engagement and adherence to these interventions remain. This review aimed to evaluate adherence to e-health interventions targeting substance use and identify hypothesized predictors of adherence. Methods A systematic review of literature published between 2009 and 2020 was conducted, and data on adherence measures and hypothesized predictors were extracted. Meta-analysis and meta-regression were used to analyze the data. The two adherence measures were (a) the mean proportion of modules completed across the intervention groups and (b) the proportion of participants that completed all modules. Four meta-regression models assessed each covariate including guidance, blended treatment, intervention duration and recruitment strategy. Results The overall pooled adherence rate was 0.60 (95%-CI: 0.52-0.67) for the mean proportion of modules completed across 30 intervention arms and 0.47 (95%-CI: 0.35-0.59) for the proportion of participants that completed all modules across 9 intervention arms. Guidance, blended treatment, and recruitment were significant predictors of adherence, while treatment duration was not. Conclusion The study suggests that more research is needed to identify predictors of adherence, in order to determine specific aspects that contribute to better exposure to intervention content. Reporting adherence and predictors in future studies can lead to improved meta-analyses and the development of more engaging interventions. Identifying predictors can aid in designing effective interventions for substance use disorders, with important implications for e-health interventions targeting substance use.
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Affiliation(s)
- Farhud Shams
- Department of Psychiatry, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Andy M.Y. Tai
- Department of Psychiatry, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Jane Kim
- Department of Psychiatry, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Marisha Boyd
- Department of Psychiatry, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Maximilian Meyer
- Department of Psychiatry, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
- Department of Psychiatry, University of Basel Psychiatric Clinics, University of Basel, Basel, Switzerland
| | - Alireza Kazemi
- Department of Psychiatry, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Reinhard Michael Krausz
- Department of Psychiatry, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
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