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Li Y, Liu Y, Liu X, Zhang T, Guo Z, Lai L, Zhao J, Cheng Y, Ren Z. Digital Psychological Interventions for Adults in the COVID-19 Pandemic: A Systematic Review and Meta-Analysis. Health Psychol Rev 2025:1-17. [PMID: 40273323 DOI: 10.1080/17437199.2025.2493903] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Accepted: 04/10/2025] [Indexed: 04/26/2025]
Abstract
This study evaluates the effect of digital psychological interventions on anxiety, depression, and stress symptoms in adults affected by the pandemic. A systematic search across five digital databases, from 1 January 2020 to 6 March 2024, identified 36 studies encompassing 8,662 participants. Compared with all control conditions, random-effects meta-analyses indicated that digital psychological interventions significantly reduced anxiety (g = -0.374; 95% CI, -0.529 to -0.218), depression (g = -0.568; 95% CI, -0.776 to -0.360), and stress (g = -0.452; 95% CI, -0.608 to -0.295). Smaller effect sizes were observed when compared with active controls than with inactive controls. Notable heterogeneity across three outcomes was observed. Publication bias was noted in depression symptoms. Several moderators were identified compared with inactive controls, including participant type for anxiety (psubgroup = 0.005), and region for depression symptoms (psubgroup = 0.000). Larger sample sizes (b = 0.0004; p = 0.028) related to stronger effects on depression symptoms. Publication year positively correlated with effects on stress (b = 0.1573; p = 0.032). This study supports the efficacy of digital psychological interventions in alleviating anxiety, depression, and stress symptoms for adults during the pandemic, offering insights for developing targeted mental health strategies in future public health crises.
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Affiliation(s)
- Ying Li
- Key Laboratory of Adolescent Cyberpsychology and Behavior (CCNU), Ministry of Education, Wuhan, People's Republic of China
- Key Laboratory of Human Development and Mental Health of Hubei Province, School of Psychology, Central China Normal University, Wuhan, People's Republic of China
| | - Yinong Liu
- Key Laboratory of Adolescent Cyberpsychology and Behavior (CCNU), Ministry of Education, Wuhan, People's Republic of China
- Key Laboratory of Human Development and Mental Health of Hubei Province, School of Psychology, Central China Normal University, Wuhan, People's Republic of China
| | - Xinyi Liu
- Key Laboratory of Adolescent Cyberpsychology and Behavior (CCNU), Ministry of Education, Wuhan, People's Republic of China
- Key Laboratory of Human Development and Mental Health of Hubei Province, School of Psychology, Central China Normal University, Wuhan, People's Republic of China
| | - Tao Zhang
- Department of Applied Social Sciences, the Hong Kong Polytechnic University, Hong Kong, People's Republic of China
| | - Zihan Guo
- Key Laboratory of Adolescent Cyberpsychology and Behavior (CCNU), Ministry of Education, Wuhan, People's Republic of China
- Key Laboratory of Human Development and Mental Health of Hubei Province, School of Psychology, Central China Normal University, Wuhan, People's Republic of China
| | - Lizu Lai
- School of Humanities, Hubei University of Chinese Medicine, Wuhan, People's Republic of China
| | - Junrong Zhao
- Key Laboratory of Adolescent Cyberpsychology and Behavior (CCNU), Ministry of Education, Wuhan, People's Republic of China
- Key Laboratory of Human Development and Mental Health of Hubei Province, School of Psychology, Central China Normal University, Wuhan, People's Republic of China
| | - Yifei Cheng
- Tibet Airlines, Chengdu, Sichuan, People's Republic of China
| | - Zhihong Ren
- Key Laboratory of Adolescent Cyberpsychology and Behavior (CCNU), Ministry of Education, Wuhan, People's Republic of China
- Key Laboratory of Human Development and Mental Health of Hubei Province, School of Psychology, Central China Normal University, Wuhan, People's Republic of China
- School of Psychology, Liaoning Normal University, Dalian, People's Republic of China
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Mylläri S, Saarni SE, Joffe G, Ritola V, Stenberg JH, Rosenström TH. Machine learned text topics improve drop-out risk prediction but not symptom prediction in online psychotherapies for depression and anxiety. Psychother Res 2025:1-16. [PMID: 40101214 DOI: 10.1080/10503307.2025.2473921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 02/18/2025] [Accepted: 02/23/2025] [Indexed: 03/20/2025] Open
Abstract
Objective: Internet-delivered cognitive behavior therapies (iCBT) are effective and scalable treatments for depression and anxiety. However, treatment adherence remains a major limitation that could be further understood by applying machine learning methods to during-treatment messages. We used machine learned topics to predict drop-out risk and symptom change in iCBT. Method: We applied topic modeling to naturalistic messages from 18,117 patients of nationwide iCBT programs for depression and generalized anxiety disorder (GAD). We used elastic net regression for outcome predictions and cross-validation to aid in model selection. We left 10% of the data as a held-out test set to assess predictive performance. Results: Compared to a set of reference covariates, inclusion of the topic variables resulted in significant decrease in drop-out risk prediction loss, both in between-patient and within-patient session-by-session models. Quantified as partial pseudo-R2, the increase in variance explained was 2.1-6.8 percentage units. Topics did not improve symptom change predictions compared to the reference model. Conclusions: Message contents can be associated with both between-patients and session-by-session risk of drop-out. Our topic predictors were theoretically interpretable. Analysis of iCBT messages can have practical implications in improved drop-out risk assessment to aid in the allocation of additional supportive interventions.
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Affiliation(s)
- Sanna Mylläri
- Department of Psychology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Suoma Eeva Saarni
- Department of Psychiatry, Faculty of Medicine and Health Technology, University of Tampere, Tampere, Finland
- Psychiatry, Wellbeing Services County of Päijät-Häme, Lahti, Finland
| | - Grigori Joffe
- Helsinki University Hospital, University of Helsinki, Helsinki, Finland
| | - Ville Ritola
- Helsinki University Hospital, University of Helsinki, Helsinki, Finland
| | | | - Tom Henrik Rosenström
- Department of Psychology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
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Klimczak KS, Twohig MP, Peacock GG, Levin ME. ACT-enhanced peer coaching for online ACT self-help: Feasibility and acceptability with college students. JOURNAL OF AMERICAN COLLEGE HEALTH : J OF ACH 2025:1-11. [PMID: 39879532 DOI: 10.1080/07448481.2025.2458078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 01/17/2025] [Accepted: 01/20/2025] [Indexed: 01/31/2025]
Abstract
Objective: This secondary analysis examined the feasibility and acceptability of a novel peer coaching model designed to improve adherence to an online self-help program based on Acceptance and Commitment Therapy (ACT), called ACT Guide. Participants: All participants (N = 152) and peer coaches were undergraduate students attending the same university. Methods: Participants were instructed to use ACT Guide for 10 wk and were randomly assigned to receive weekly peer coaching through either phone calls or text messaging. Results: We found our peer coaching model to be feasible for delivery via phone and text, however acceptability varied widely. Phone coaching performed significantly better than the text format. Conclusions: Our results support the feasibility of using peer coaching with a college student population, particularly when delivered through phone calls. However, peer coaching was only acceptable to a subset of students, potentially due to differences in level of need and individual preferences.
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Affiliation(s)
| | - Michael P Twohig
- Department of Psychology, Utah State University, Logan, Utah, USA
| | | | - Michael E Levin
- Department of Psychology, Utah State University, Logan, Utah, USA
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Meyer B, Betz LT, Brückner K, Holtkamp M. Enhancing quality of life in epilepsy with a digital intervention (emyna): Results of the ELAINE randomized controlled trial. Epilepsia Open 2024; 9:1758-1771. [PMID: 39167060 PMCID: PMC11450619 DOI: 10.1002/epi4.13014] [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: 03/20/2024] [Revised: 05/23/2024] [Accepted: 06/17/2024] [Indexed: 08/23/2024] Open
Abstract
OBJECTIVE Despite the availability of pharmacological treatment for seizures, people with epilepsy (PwE) commonly experience impairments in quality of life (QoL). Given the limited access to psychosocial treatments for PwE, digital interventions could bridge treatment gaps and help improve QoL. The objective of this study was to examine the effectiveness of emyna, a fully automated digital intervention based on cognitive behavioral therapy (CBT) techniques, in improving health-related QoL among PwE who reported impairments in QoL. A previous trial showed that emyna was effective in improving depressive symptoms among PwE with a comorbid depressive disorder, but its effects on QoL among PwE without comorbid depression remain unknown. METHODS A pragmatic randomized controlled trial was conducted with N = 438 PwE (mean age = 37.5, 70.3% women, physician-verified diagnoses) who were assigned to the intervention group (n = 216), which used emyna alongside treatment as usual (TAU), or the control group (n = 222), which received TAU only. QoL and secondary outcomes such as general self-efficacy, medication adherence, general distress, and epilepsy-related work and social adjustment were assessed at baseline, 3 months, and 6 months. The primary outcome was QoL assessed with the Quality of Life in Epilepsy [QOLIE-31] total score at 3 months post-randomization. RESULTS Findings from the intent-to-treat analyses showed that after 3 months, participants in the intervention group experienced significant and clinically relevant improvements in health-related QoL compared to the control group (baseline-adjusted group difference = 4.5; 95% CI = [2.0, 6.9], p < 0.001; Cohen's d = 0.32). Effects on secondary outcomes did not reach statistical significance. SIGNIFICANCE This study extends previous research by demonstrating that emyna facilitates improvements in QoL in a diverse group of PwE treated in routine care settings. This CBT-based digital intervention therefore presents a convenient and cost-effective addition to healthcare providers' treatment repertoire. PLAIN LANGUAGE SUMMARY In our study, we tested a digital program called emyna, which conveys cognitive behavioral therapy (CBT) techniques to help improve the quality of life for people living with epilepsy. We found that those who used emyna alongside their usual treatments felt better about their quality of life compared to those who did not use the program. Emyna offers a new, convenient way for people with epilepsy to manage their condition, which can be used alongside currently available treatments.
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Affiliation(s)
- Björn Meyer
- Research & Development DepartmentGAIA GroupHamburgGermany
| | - Linda T. Betz
- Research & Development DepartmentGAIA GroupHamburgGermany
| | - Katja Brückner
- Department of Neurology and Epileptology, Epilepsy Center HamburgEvangelical Hospital AlsterdorfHamburgGermany
| | - Martin Holtkamp
- Department of Neurology, Epilepsy‐Center Berlin‐BrandenburgCharité‐Universitätsmedizin BerlinBerlinGermany
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Adu MK, Eboreime O, Shalaby R, Eboreime E, Agyapong B, da Luz Dias R, Sapara AO, Agyapong VIO. Comparing Email Versus Text Messaging as Delivery Platforms for Supporting Patients With Major Depressive Disorder: Noninferiority Randomized Controlled Trial. JMIR Form Res 2024; 8:e59003. [PMID: 39250182 PMCID: PMC11420606 DOI: 10.2196/59003] [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: 03/30/2024] [Revised: 05/26/2024] [Accepted: 07/01/2024] [Indexed: 09/10/2024] Open
Abstract
BACKGROUND The prevalence of major depressive disorder (MDD) poses significant global health challenges, with available treatments often insufficient in achieving remission for many patients. Digital health technologies, such as SMS text messaging-based cognitive behavioral therapy, offer accessible alternatives but may not reach all individuals. Email communication presents a secure avenue for health communication, yet its effectiveness compared to SMS text messaging in providing mental health support for patients with MDD remains uncertain. OBJECTIVE This study aims to compare the efficacy of email versus SMS text messaging as delivery platforms for supporting patients with MDD, addressing a critical gap in understanding optimal digital interventions for mental health care. METHODS A randomized noninferiority pilot trial was conducted, comparing outcomes for patients receiving 6-week daily supportive messages via email with those receiving messages via SMS text message. This duration corresponds to a minimum of 180 days of message delivery. The supportive messages maintained consistent length and structure across both delivery methods. Participants (N=66) were recruited from the Access 24/7 clinic in Edmonton, Alberta, among those who were diagnosed with MDD. The outcomes were measured at baseline and 6 months after enrollment using the Patient Health Questionnaire-9 (PHQ-9), Generalized Anxiety Disorder-7 (GAD-7), and the World Health Organization Well-Being Index (WHO-5). RESULTS Most of the participants were females (n=43, 65%), aged between 26 and 40 years (n=34, 55%), had high school education (n=35, 58%), employed (n=33, 50%), and single (n=24, 36%). Again, most participants had had no history of any major physical illness (n=56, 85%) and (n=61, 92%) responded "No" to having a history of admission for treatment of mood disorders. There was no statistically significant difference in the mean changes in PHQ-9, GAD-7, and WHO-5 scores between the email and SMS text messaging groups (mean difference, 95% CI: -1.90, 95% CI -6.53 to 2.74; 5.78, 95% CI -1.94 to 13.50; and 11.85, 95% CI -3.81 to 27.51), respectively. Both supportive modalities showed potential in reducing depressive symptoms and improving quality of life. CONCLUSIONS The study's findings suggest that both email and SMS text messaging interventions have equivalent effectiveness in reducing depression symptoms among individuals with MDD. As digital technology continues to evolve, harnessing the power of multiple digital platforms for mental health interventions can significantly contribute to bridging the existing treatment gaps and improving the overall well-being of individuals with depressive conditions. Further research is needed with a larger sample size to confirm and expand upon these findings. TRIAL REGISTRATION ClinicalTrials.gov NCT04638231; https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8552095/.
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Affiliation(s)
- Medard K Adu
- Department of Psychiatry, Faculty of Medicine, Dalhousie University, Halifax, NS, Canada
| | - Oghenekome Eboreime
- Reproductive Care Program, Healthy Population & Provincial Initiatives, IWK, Halifax, NS, Canada
| | - Reham Shalaby
- Department of Psychiatry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Ejemai Eboreime
- Department of Psychiatry, Faculty of Medicine, Dalhousie University, Halifax, NS, Canada
| | - Belinda Agyapong
- Department of Psychiatry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Raquel da Luz Dias
- Department of Psychiatry, Faculty of Medicine, Dalhousie University, Halifax, NS, Canada
| | - Adegboyega O Sapara
- Department of Psychiatry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Vincent I O Agyapong
- Department of Psychiatry, Faculty of Medicine, Dalhousie University, Halifax, NS, Canada
- Department of Psychiatry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
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Prior K, Baillie AJ, Newton N, Lee YY, Deady M, Guckel T, Wade L, Rapee RM, Hudson JL, Kay-Lambkin F, Slade T, Chatterton ML, Mihalopoulos C, Teesson MR, Stapinski LA. Web-based intervention for young adults experiencing anxiety and hazardous alcohol use: Study protocol for an 18-month randomized controlled trial. Addiction 2024; 119:1635-1647. [PMID: 38725272 DOI: 10.1111/add.16522] [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: 01/31/2024] [Accepted: 04/08/2024] [Indexed: 08/03/2024]
Abstract
BACKGROUND AND AIMS Alcohol use and anxiety often co-occur, causing increased severity impairment. This protocol describes a randomized controlled trial (RCT) that aims to test the efficacy and cost-effectiveness of a web-based, self-guided alcohol and anxiety-focused program, compared with a web-based brief alcohol-focused program, for young adults who drink at hazardous levels and experience anxiety. It will also test moderators and mechanisms of change underlying the intervention effects. DESIGN This RCT will be conducted with a 1:1 parallel group. SETTING The study will be a web-based trial in Australia. PARTICIPANTS Individuals aged 17-30 years who drink alcohol at hazardous or greater levels and experience at least mild anxiety (n = 500) will be recruited through social media, media (TV, print) and community networks. INTERVENTION AND COMPARATOR Participants will be randomly allocated to receive a web-based, integrated alcohol-anxiety program plus technical and motivational telephone/e-mail support (intervention) or a web-based brief alcohol-feedback program (control). MEASUREMENTS Clinical measures will be assessed at baseline, post-intervention (2 months), 6 months (primary end-point), 12 months and 18 months. Co-primary outcomes are hazardous alcohol consumption and anxiety symptom severity. Secondary outcomes are binge-drinking frequency; alcohol-related consequences; depression symptoms; clinical diagnoses of alcohol use or anxiety disorder (at 6 months post-intervention), health-care service use, educational and employment outcomes; and quality of life. Mediators and moderators will also be assessed. Efficacy will be tested using mixed models for repeated measures within an intention-to-treat framework. The economic evaluation will analyze individual-level health and societal costs and outcomes of participants between each trial arm, while mediation models will test for mechanisms of change. COMMENTS This will be the first trial to test whether a developmentally targeted, web-based, integrated alcohol-anxiety intervention is effective in reducing hazardous alcohol use and anxiety severity among young adults. If successful, the integrated alcohol-anxiety program will provide an accessible intervention that can be widely disseminated to improve wellbeing of young adults, at minimal cost.
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Affiliation(s)
- Katrina Prior
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | | | - Nicola Newton
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Yong Yi Lee
- Monash University Health Economics Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
- School of Public Health, The University of Queensland, Brisbane, Australia
- Queensland Centre for Mental Health Research, Brisbane, Australia
| | - Mark Deady
- Black Dog Institute, University of New South Wales, Sydney, Australia
| | - Tara Guckel
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Laura Wade
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Ronald M Rapee
- Centre for Lifespan Health and Wellbeing, Macquarie University, Sydney, Australia
| | - Jennifer L Hudson
- Black Dog Institute, University of New South Wales, Sydney, Australia
| | - Frances Kay-Lambkin
- University of Newcastle and Hunter Medical Research Institute, Newcastle, Australia
| | - Tim Slade
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Mary Lou Chatterton
- Monash University Health Economics Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Cathrine Mihalopoulos
- Monash University Health Economics Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Maree R Teesson
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Lexine A Stapinski
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
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Daehn D, Meyer C, Loew V, Wabiszczewicz J, Pohl S, Böttche M, Pawils S, Renneberg B. Smartphone-based intervention for postpartum depressive symptoms (Smart-e-Moms): study protocol for a randomized controlled trial. Trials 2024; 25:469. [PMID: 38987846 PMCID: PMC11234544 DOI: 10.1186/s13063-024-08304-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Accepted: 06/28/2024] [Indexed: 07/12/2024] Open
Abstract
BACKGROUND Postpartum depression constitutes a significant public health issue, with prevalence rates ranging between 8 and 19% in high-income nations. Nevertheless, numerous barriers, including time constraints, societal stigmatization, and feelings of shame, contribute to the limited utilization of healthcare services during the postpartum period. Digital interventions offer an opportunity to enhance care for women experiencing postpartum depressive symptoms. METHODS We will conduct a two-arm randomized controlled trial to assess the effectiveness of a smartphone-based intervention in comparison to a treatment-as-usual control group in Germany. Our aim is to randomize 556 participants in a 1:1 ratio. Participants in the intervention group will be provided access to a preventive smartphone-based intervention called "Smart-e-Moms," which incorporates therapeutic support and comprises 10 concise modules rooted in cognitive-behavioral therapy. For the intervention group, evaluations will take place at baseline (t0), prior to sessions 4 and 8 (intermediate assessments), and upon completing the intervention 6 weeks after baseline (t1). The control group's assessments will be at baseline (t0) and 6 weeks after baseline. Follow-up assessments are scheduled at 12 and 24 weeks from baseline to examine the short-term stability of any observed effects. We anticipate that participants in the intervention group will exhibit improvements in their postpartum depressive symptoms (as measured with the Edinburgh Postnatal Depression Scale). Additionally, we will analyze secondary outcomes, including maternal bonding, stress levels, self-efficacy, satisfaction with the intervention, and healthcare utilization. DISCUSSION If Smart-e-Moms proves to be effective, it has the potential to play a significant role in postpartum depression care within German-speaking regions. Ideally, this intervention could not only benefit maternal well-being but also improve the prospects for healthy child development. TRIAL REGISTRATION German clinical trials registry DRKS00032324. Registered on January 26, 2024.
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Affiliation(s)
- Daria Daehn
- Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany.
| | - Caroline Meyer
- Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany
| | - Viola Loew
- Department of Medical Psychology, University Medical Center Hamburg‑Eppendorf, Hamburg, Germany
| | | | - Steffi Pohl
- Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany
| | - Maria Böttche
- Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany
| | - Silke Pawils
- Department of Medical Psychology, University Medical Center Hamburg‑Eppendorf, Hamburg, Germany
| | - Babette Renneberg
- Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany
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Welsh ET, McIntosh JE, Vuong A, Cloud ZCG, Hartley E, Boyd JH. Design of Digital Mental Health Platforms for Family Member Cocompletion: Scoping Review. J Med Internet Res 2024; 26:e49431. [PMID: 38959030 PMCID: PMC11255536 DOI: 10.2196/49431] [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: 05/29/2023] [Revised: 12/13/2023] [Accepted: 05/04/2024] [Indexed: 07/04/2024] Open
Abstract
BACKGROUND The COVID-19 pandemic placed an additional mental health burden on individuals and families, resulting in widespread service access problems. Digital mental health interventions suggest promise for improved accessibility. Recent reviews have shown emerging evidence for individual use and early evidence for multiusers. However, attrition rates remain high for digital mental health interventions, and additional complexities exist when engaging multiple family members together. OBJECTIVE As such, this scoping review aims to detail the reported evidence for digital mental health interventions designed for family use with a focus on the build and design characteristics that promote accessibility and engagement and enable cocompletion by families. METHODS A systematic literature search of MEDLINE, Embase, PsycINFO, Web of Science, and CINAHL databases was conducted for articles published in the English language from January 2002 to March 2024. Eligible records included empirical studies of digital platforms containing some elements designed for cocompletion by related people as well as some components intended to be completed without therapist engagement. Platforms were included in cases in which clinical evidence had been documented. RESULTS Of the 9527 papers reviewed, 85 (0.89%) met the eligibility criteria. A total of 24 unique platforms designed for co-use by related parties were identified. Relationships between participants included couples, parent-child dyads, family caregiver-care recipient dyads, and families. Common platform features included the delivery of content via structured interventions with no to minimal tailoring or personalization offered. Some interventions provided live contact with therapists. User engagement indicators and findings varied and included user experience, satisfaction, completion rates, and feasibility. Our findings are more remarkable for what was absent in the literature than what was present. Contrary to expectations, few studies reported any design and build characteristics that enabled coparticipation. No studies reported on platform features for enabling cocompletion or considerations for ensuring individual privacy and safety. None examined platform build or design characteristics as moderators of intervention effect, and none offered a formative evaluation of the platform itself. CONCLUSIONS In this early era of digital mental health platform design, this novel review demonstrates a striking absence of information about design elements associated with the successful engagement of multiple related users in any aspect of a therapeutic process. There remains a large gap in the literature detailing and evaluating platform design, highlighting a significant opportunity for future cross-disciplinary research. This review details the incentive for undertaking such research; suggests design considerations when building digital mental health platforms for use by families; and offers recommendations for future development, including platform co-design and formative evaluation.
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Affiliation(s)
- Ellen T Welsh
- The Bouverie Centre, School of Psychology and Public Health, La Trobe University, Brunswick, Australia
| | - Jennifer E McIntosh
- The Bouverie Centre, School of Psychology and Public Health, La Trobe University, Brunswick, Australia
| | - An Vuong
- The Bouverie Centre, School of Psychology and Public Health, La Trobe University, Brunswick, Australia
| | - Zoe C G Cloud
- The Bouverie Centre, School of Psychology and Public Health, La Trobe University, Brunswick, Australia
| | - Eliza Hartley
- The Bouverie Centre, School of Psychology and Public Health, La Trobe University, Brunswick, Australia
| | - James H Boyd
- School of Psychology and Public Health, La Trobe University, Bundoora, Australia
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Terhorst Y, Kaiser T, Brakemeier EL, Moshe I, Philippi P, Cuijpers P, Baumeister H, Sander LB. Heterogeneity of Treatment Effects in Internet- and Mobile-Based Interventions for Depression: A Systematic Review and Meta-Analysis. JAMA Netw Open 2024; 7:e2423241. [PMID: 39023887 PMCID: PMC11258589 DOI: 10.1001/jamanetworkopen.2024.23241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 05/21/2024] [Indexed: 07/20/2024] Open
Abstract
Importance While the effects of internet- and mobile-based interventions (IMIs) for depression have been extensively studied, no systematic evidence is available regarding the heterogeneity of treatment effects (HTEs), indicating to what extent patient-by-treatment interactions exist and personalized treatment models might be necessary. Objective To investigate the HTEs in IMIs for depression as well as their efficacy and effectiveness. Data Sources A systematic search in Embase, MEDLINE, Central, and PsycINFO for randomized clinical trials and supplementary reference searches was conducted on October 13, 2019, and updated March 25, 2022. The search string included various terms related to digital psychotherapy, depression, and randomized clinical trials. Study Selection Titles, abstracts, and full texts were reviewed by 2 independent researchers. Studies of all populations with at least 1 intervention group receiving an IMI for depression and at least 1 control group were eligible, if they assessed depression severity as a primary outcome and followed a randomized clinical trial (RCT) design. Data Extraction and Synthesis This study followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses reporting guidelines. Risk of bias was evaluated using the Cochrane Risk of Bias Tool. HTE was investigated using logarithmic variance ratios (lnVR) and effect sizes using Hedges g. Three-level bayesian meta-regressions were conducted. Main Outcomes and Measures Heterogeneity of treatment effects was the primary outcome of this study; magnitudes of treatment effect sizes were the secondary outcome. Depression severity was measured by different self-report and clinician-rated scales in the included RCTs. Results The systematic review of 102 trials included 19 758 participants (mean [SD] age, 39.9 [10.58] years) with moderate depression severity (mean [SD] in Patient Health Questionnaire-9 score, 12.81 [2.93]). No evidence for HTE in IMIs was found (lnVR = -0.02; 95% credible interval [CrI], -0.07 to 0.03). However, HTE was higher in more severe depression levels (β̂ = 0.04; 95% CrI, 0.01 to 0.07). The effect size of IMI was medium (g = -0.56; 95% CrI, -0.46 to -0.66). An interaction effect between guidance and baseline severity was found (β̂ = -0.24, 95% CrI, -0.03 to -0.46). Conclusions and Relevance In this systematic review and meta-analysis of RCTs, no evidence for increased patient-by-treatment interaction in IMIs among patients with subthreshold to mild depression was found. Guidance did not increase effect sizes in this subgroup. However, the association of baseline severity with HTE and its interaction with guidance indicates a more sensitive, guided, digital precision approach would benefit individuals with more severe symptoms. Future research in this population is needed to explore personalization strategies and fully exploit the potential of IMI.
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Affiliation(s)
- Yannik Terhorst
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology and Education, University Ulm, Ulm, Germany
- Department of Psychology, Ludwig Maximilian University of Munich, Munich, Germany
| | - Tim Kaiser
- Methods and Evaluation/Quality Assurance, Freie Universität Berlin, Berlin, Germany
| | - Eva-Lotta Brakemeier
- Department of Clinical Psychology and Psychotherapy, University Greifswald, Greifswald, Germany
| | - Isaac Moshe
- Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Paula Philippi
- Department of Clinical Child and Adolescent Psychology and Psychotherapy, Bergische Universität Wuppertal, Wuppertal, Germany
| | - Pim Cuijpers
- Department of Clinical, Neuro-, and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Harald Baumeister
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology and Education, University Ulm, Ulm, Germany
| | - Lasse Bosse Sander
- Medical Psychology and Medical Sociology, Faculty of Medicine, University of Freiburg, Freiburg im Breisgau, Germany
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Franco P, Olhaberry M, Kelders S, Muzard A, Cuijpers P. Guided web app intervention for reducing symptoms of depression in postpartum women: Results of a feasibility randomized controlled trial. Internet Interv 2024; 36:100744. [PMID: 38707545 PMCID: PMC11067323 DOI: 10.1016/j.invent.2024.100744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 03/28/2024] [Accepted: 04/24/2024] [Indexed: 05/07/2024] Open
Abstract
Background Chile faces a significant postpartum depression prevalence and treatment gap, necessitating accessible interventions. While cognitive-behavioral internet-based interventions have proven effective in high-income countries, this field is underdeveloped in Chile. Based on the country's widespread use of digital technology, a guided 8-week cognitive-behavioral web app intervention named "Mamá, te entiendo" was developed. Objective This study aimed to assess the acceptability and feasibility of "Mamá, te entiendo", for reducing depressive symptomatology in postpartum women. Methods Sixty-five postpartum women with minor or major depression were randomly assigned to either intervention or waitlist. Primary outcomes centered on study feasibility, intervention feasibility, and acceptability. Semi-structured interviews with a sub-sample enriched the understanding of participants' experiences. Secondary outcomes included mental health variables assessed at baseline, post-intervention, and 1-month follow-up. Results Chilean women displayed great interest in the intervention. 44.8 % of participants completed the intervention. Participants reported high satisfaction and engagement levels, with interviewees highlighting the value of the intervention's content, exercises, and therapist's feedback. However, preliminary efficacy analysis didn't reveal a significant interaction between group and time for outcome measures. Discussion This research represents a pioneering effort in Chile to evaluate an internet-based intervention for postpartum depression symptoms. The demonstrated feasibility and acceptability highlight the potential of integrating technology-driven approaches into mental health interventions. However, the intervention did not demonstrate superiority, as both groups exhibited similar positive progress in several outcomes. Therefore, the following research phase should involve a larger and more diverse sample to assess the intervention's effectiveness, identify influencing factors, and determine the individuals who benefit the most.
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Affiliation(s)
- Pamela Franco
- Doctoral Program in Psychotherapy, School of Psychology, Pontificia Universidad Católica de Chile, Av. Vicuña Mackenna 4860, Santiago, Chile
- Millennium Institute for Research in Depression and Personality (MIDAP), Santiago, Chile
| | - Marcia Olhaberry
- Millennium Institute for Research in Depression and Personality (MIDAP), Santiago, Chile
- School of Psychology, Pontificia Universidad Católica de Chile, Av. Vicuña Mackenna 4860, Santiago, Chile
| | - Saskia Kelders
- Centre for eHealth & Wellbeing Research, Psychology, Health & Technology, Faculty of Behavioral, Management and Social Sciences, University of Twente, Drienerlolaan 5, 7522 NB Enschede, the Netherlands
- Optentia Research Unit, North-West University, VTC, South Africa
| | - Antonia Muzard
- Doctoral Program in Psychotherapy, School of Psychology, Pontificia Universidad Católica de Chile, Av. Vicuña Mackenna 4860, Santiago, Chile
- Millennium Institute for Research in Depression and Personality (MIDAP), Santiago, Chile
- School of Psychology, Finis Terrae University, Santiago, Chile
| | - Pim Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, De Boelelaan 1105, 1081 HV Amsterdam, the Netherlands
- Babeș-Bolyai University, International Institute for Psychotherapy, Cluj-Napoca, Romania
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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; 27:476-508. [PMID: 38634939 PMCID: PMC11222193 DOI: 10.1007/s10567-024-00468-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [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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Zarski AC, Weisel KK, Berger T, Krieger T, Schaub MP, Berking M, Görlich D, Jacobi C, Ebert DD. Efficacy of an Internet- and Mobile-Based Intervention for Subclinical Anxiety and Depression (ICare Prevent) with Two Guidance Formats: Results from a Three-Armed Randomized Controlled Trial. PSYCHOTHERAPY AND PSYCHOSOMATICS 2024; 93:155-168. [PMID: 38688243 PMCID: PMC11151970 DOI: 10.1159/000536149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 12/29/2023] [Indexed: 05/02/2024]
Abstract
INTRODUCTION Limited research exists on intervention efficacy for comorbid subclinical anxiety and depressive disorders, despite their common co-occurrence. Internet- and mobile-based interventions (IMIs) are promising to reach individuals facing subclinical symptoms. OBJECTIVE This study aimed to evaluate the efficacy of a transdiagnostic and self-tailored IMI in reducing subclinical anxiety and depressive symptom severity with either individualized (IG-IMI) or automated (AG-IMI) guidance compared to a waitlist control group with care-as-usual access (WLC). METHODS Participants included 566 adults with subclinical anxiety (GAD-7 ≥ 5) and/or depressive (CES-D ≥16) symptoms, who did not meet criteria for a full-syndrome depressive or anxiety disorder. In a three-arm randomized clinical trial, participants were randomized to a cognitive behavioral 7-session IMI plus booster session with IG-IMI (n = 186) or AG-IMI (n = 189) or WLC (n = 191). Primary outcomes included observer-rated anxiety (HAM-A) and depressive (QIDS) symptom severity 8 weeks after randomization assessed by blinded raters via telephone. Follow-up outcomes at 6 and 12 months are reported. RESULTS Symptom severity was significantly lower with small to medium effects in IG-IMI (anxiety: d = 0.45, depression: d = 0.43) and AG-IMI (anxiety: d = 0.31, depression: d = 0.32) compared to WLC. No significant differences emerged between guidance formats in primary outcomes. There was a significant effect in HAM-A after 6 months favoring AG-IMI. On average, participants completed 85.38% of IG-IMI and 77.38% of AG-IMI. CONCLUSIONS A transdiagnostic, self-tailored IMI can reduce subclinical anxiety and depressive symptom severity, but 12-month long-term effects were absent. Automated guidance holds promise for enhancing the scalability of IMIs in broad prevention initiatives.
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Affiliation(s)
- Anna-Carlotta Zarski
- Division of eHealth in Clinical Psychology, Department of Clinical Psychology, Philipps University of Marburg, Marburg, Germany
- Department of Clinical Psychology and Psychotherapy, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Kiona K. Weisel
- Department of Clinical Psychology and Psychotherapy, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Thomas Berger
- Department of Clinical Psychology and Psychotherapy, University of Bern, Bern, Switzerland
| | - Tobias Krieger
- Department of Clinical Psychology and Psychotherapy, University of Bern, Bern, Switzerland
| | - Michael P. Schaub
- Swiss Research Institute for Public Health and Addiction (ISGF), Associated to the University of Zurich, Zurich, Switzerland
| | - Matthias Berking
- Department of Clinical Psychology and Psychotherapy, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Dennis Görlich
- Institute of Biostatistics and Clinical Research, University of Münster, Münster, Germany
| | - Corinna Jacobi
- Institute for Clinical Psychology and Psychotherapy, Technical University of Dresden, Dresden, Germany
| | - David D. Ebert
- Professorship Psychology and Digital Mental Health Care, Technical University of Munich, Munich, Germany
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Xue A, Makarenko B, Brotto LA. A Brief Online Mindfulness Intervention for Women's Sexual Desire: The BROWSE Study. JOURNAL OF SEX & MARITAL THERAPY 2024; 50:607-626. [PMID: 38650453 DOI: 10.1080/0092623x.2024.2343286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/25/2024]
Abstract
With growing interest in developing digital health tools for treating sexual dysfunction, this pilot study aimed to determine feasibility and gather preliminary efficacy data of a self-led online mindfulness intervention in comparison to an online psychoeducational intervention for women's low sexual desire in a community sample (N = 57). After a four-week intervention, participants showed overall improvements on sexual functioning, orgasm, sexual self-pleasure, sexual self-image, and sexual distress, in both treatment arms. Majority completed assigned homework and felt the intervention enhanced their sexual well-being. This study supports the feasibility of a self-led online mindfulness intervention that could help inform future programs.
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Affiliation(s)
- Adrianna Xue
- Department of Obstetrics and Gynaecology, University of British Columbia, Vancouver, Canada
| | - Brett Makarenko
- Department of Obstetrics and Gynaecology, University of British Columbia, Vancouver, Canada
| | - Lori A Brotto
- Department of Obstetrics and Gynaecology, University of British Columbia, Vancouver, Canada
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Coo S, García MI, Pérez JC, Aldoney D, Olhaberry M, Fernández O, Alamo N, Franco P, Pérez F, Fernández S, Fisher J, Rowe H. Online Intervention Targeting Postnatal Depression and Anxiety in Chilean First-Time Mothers: Feasibility Trial. J Pediatr Psychol 2024; 49:266-278. [PMID: 38070171 DOI: 10.1093/jpepsy/jsad086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 08/07/2023] [Accepted: 10/30/2023] [Indexed: 04/17/2024] Open
Abstract
OBJECTIVE Internet-based interventions may positively impact maternal symptoms of postnatal depression and anxiety. This study assessed the feasibility, acceptability, perceived usefulness, and preliminary effectiveness of an m-Health version of "What Were We Thinking?" (m-WWWT). METHODS A mixed-methods with a 2-arm randomized parallel design was used. From a total of 477 women, 157 met the inclusion criteria. 128 first-time mothers of full-term infants, aged 4-10 weeks, who received health care at primary public health centers in Chile, were randomly assigned to the experimental (EG, n = 65) or control (CG, n = 63) groups; data of 104 of them (53 and 51, respectively) was analyzed. We used percentages and rates to measure feasibility outcomes and mixed analysis of variance (ANOVA) and latent class analyses (LCA) to assess preliminary effectiveness. Participants completed questionnaires on mental health, social support, and maternal self-efficacy upon recruitment and 3 months after completing the intervention. For the qualitative component, 12 women from the EG were interviewed. RESULTS Quantitative results show good feasibility outcomes, such as high recruitment (82%), low attrition (EG = 12% and CG = 17%), and high follow-up (EG = 97% and CG = 91%) rates. Qualitative results indicate high acceptability and perceived usefulness of m-WWWT. Mixed ANOVA did not show significant differences between the groups (all p >.05). However, multinomial regression analysis in LCA showed that women with low baseline symptoms of depression and anxiety benefit from the intervention (B = 0.43, 95% confidence interval 1.09-2.16). CONCLUSION m-WWWT is feasible to be implemented in Chile; future studies are needed to assess the intervention's effectiveness.
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Affiliation(s)
- Soledad Coo
- Facultad de Psicología, Universidad del Desarrollo (UDD), Chile
| | | | - J Carola Pérez
- Facultad de Psicología, Universidad del Desarrollo (UDD), Chile
- Millennium Institute for Research on Depression and Personality (MIDAP), Chile
| | - Daniela Aldoney
- Facultad de Psicología, Universidad del Desarrollo (UDD), Chile
| | - Marcia Olhaberry
- Millennium Institute for Research on Depression and Personality (MIDAP), Chile
- School of Psychology, Pontificia Universidad Católica de Chile, Chile
| | - Olga Fernández
- Millennium Institute for Research on Depression and Personality (MIDAP), Chile
- Department of Psychiatry and Mental Health, Universidad de Chile, Chile
| | - Nicolle Alamo
- Millennium Institute for Research on Depression and Personality (MIDAP), Chile
- School of Social Work, Pontificia Universidad Católica de Chile, Chile
| | - Pamela Franco
- Millennium Institute for Research on Depression and Personality (MIDAP), Chile
- School of Psychology, Pontificia Universidad Católica de Chile, Chile
| | - Francisca Pérez
- Millennium Institute for Research on Depression and Personality (MIDAP), Chile
- School of Psychology, Universidad Adolfo Ibáñez
| | - Sofía Fernández
- School of Psychology, Pontificia Universidad Católica de Chile, Chile
| | - Jane Fisher
- School of Population Health, Monash University, Australia
| | - Heather Rowe
- School of Population Health, Monash University, Australia
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15
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Garfield L, Watson-Singleton NN, Mathews HL, Witek Janusek L. Protocol for a pilot study assessing a virtual mindfulness intervention for postpartum African American women. BRAIN BEHAVIOR AND IMMUNITY INTEGRATIVE 2024; 6:100060. [PMID: 39036323 PMCID: PMC11258811 DOI: 10.1016/j.bbii.2024.100060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 07/23/2024]
Abstract
Elevated perinatal depressive symptoms are more common among disadvantaged African American women, and they are almost four times as likely to have postpartum posttraumatic stress compared to white women. For new mothers, depressive symptoms and posttraumatic stress can lead to negative parenting, poor mother-infant bonding, and delayed infant development. For African American women, a culturally adapted mindfulness-based intervention offers great potential as an acceptable approach to reduce psycho-behavioral symptoms and improve mother-infant interactions (i.e., bonding). Additionally, it is critical that mindfulness interventions consider time constraints of new mothers, provide accessible intervention delivery, address parenting, and consider the challenges of caring for an infant. Given these considerations, we describe a pilot research protocol in which we evaluate a culturally adapted mindfulness program: Mindfulness for African Americans Postpartum (MAAP). The intervention is based upon Kabat-Zinn's Mindfulness Based Stress Reduction program, but is adapted to include culturally relevant concepts of spirituality, inter-dependence, self-empowerment, and storytelling, which are salient to African American culture. To accommodate the needs of new mothers, a certified mindfulness interventionist delivers each session virtually using Zoom. The investigation uses a randomized controlled design in which African American women within 12 months of giving birth are randomized either to the MAAP intervention or to an Education Program. The primary aim is to determine the extent to which the MAAP intervention decreases maternal psycho-behavioral symptoms (perceived stress, depressive symptoms, anxiety, poor sleep, posttraumatic stress, and fatigue) and improves mother-infant bonding. A secondary aim is to explore the effects of MAAP on proinflammatory cytokines and oxytocin. Culturally adapted mindfulness interventions delivered virtually will make mindfulness more accessible and meaningful to populations, like African American new mothers, who are at higher risk for postpartum mood disorders and poor infant outcomes.
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Affiliation(s)
- Lindsey Garfield
- Marcella Niehoff School of Nursing, 2160 S. First Ave, Maywood, IL 60153, United States
| | - Natalie N. Watson-Singleton
- Spelman College, Department of Psychology, 350 Spelman Lane, Box 1657 Giles Hall 317, Atlanta, GA 30314, United States
| | - Herbert L. Mathews
- Stritch School of Medicine, Department of Microbiology and Immunology, Loyola University Chicago, United States
| | - Linda Witek Janusek
- Marcella Niehoff School of Nursing, Loyola University Chicago, United States
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Winter HR, Norton AR, Burley JL, Wootton BM. Remote cognitive behaviour therapy for social anxiety disorder: A meta-analysis. J Anxiety Disord 2023; 100:102787. [PMID: 37890219 DOI: 10.1016/j.janxdis.2023.102787] [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: 12/14/2022] [Revised: 05/03/2023] [Accepted: 10/12/2023] [Indexed: 10/29/2023]
Abstract
Remote cognitive behaviour therapy (CBT) for social anxiety disorder (SAD) has the potential to improve access to treatment by reducing economic, geographic, and psychological barriers. The aim of this study was to use a meta-analytic approach to examine the efficacy of the different remote CBT methods for treating SAD. A systematic electronic database search was used to identify 31 studies (n = 2905; mean age range: 24.73-41.65 years; mean female representation = 60.2 %). Pooled within-group analyses indicated large effect sizes from pre-treatment to post-treatment (Hedges' g = 1.06; 95 % CI: 0.96-1.16) and pre-treatment to follow up (g = 1.18; 95 % CI: 1.03-1.33) for remote CBT. Internet-delivered CBT (g = 1.08; 95 % CI: 0.98-1.19) and application-delivered CBT (g = 1.19; 95 % CI: 0.75-1.64) produced large within-group effect sizes. Bibliotherapy-delivered CBT (g = 0.79; 95 % CI: 0.45-1.13) produced medium within-group effect sizes. Pooled between-group findings indicate that remote CBT treatments were more effective than passive control (g = 0.87; 95 % CI: 0.70-1.03) and non-CBT remote treatments (g = 0.41; 95 % CI: 0.17-0.66), and were at least as effective, or slightly more effective, than face-to-face CBT treatments (g = 0.34; 95 % CI: 0.14-0.54). These findings have important implications for the dissemination of remote and stepped-care treatments for SAD.
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Affiliation(s)
- Halaina R Winter
- Discipline of Clinical Psychology, Graduate School of Health, University of Technology Sydney, Ultimo, NSW 2007, Australia
| | - Alice R Norton
- Discipline of Clinical Psychology, Graduate School of Health, University of Technology Sydney, Ultimo, NSW 2007, Australia; Clinical Psychology Unit, School of Psychology, The University of Sydney, Camperdown, NSW 2006, Australia
| | - Jade L Burley
- Discipline of Clinical Psychology, Graduate School of Health, University of Technology Sydney, Ultimo, NSW 2007, Australia
| | - Bethany M Wootton
- Discipline of Clinical Psychology, Graduate School of Health, University of Technology Sydney, Ultimo, NSW 2007, Australia.
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Buelens F, Luyten P, Claeys H, Van Assche E, Van Daele T. Usage of unguided, guided, and blended care for depression offered in routine clinical care: Lessons learned. Internet Interv 2023; 34:100670. [PMID: 37767005 PMCID: PMC10520335 DOI: 10.1016/j.invent.2023.100670] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 09/13/2023] [Accepted: 09/18/2023] [Indexed: 09/29/2023] Open
Abstract
Introduction Internet-delivered psychotherapy is often considered to be a promising way to extend mental healthcare services around the world. Research findings that have emerged over the past two decades have strengthened this claim. However, very little is known about the usage of internet-delivered psychotherapy in real-life circumstances. Methods The current study explored the real-life usage of depressiehulp.be, a publicly available online platform for depression that offers pure self-help, online guided self-help, and blended treatment for depression in Flanders, Belgium, using data collected from 2656 participants between May 2018 and May 2022. Results Both duration of engagement with the online platform and number of exercises completed increased with increasing levels of therapist guidance. Findings also showed a particular pattern of engagement for each of the online treatments. Overall, participants completed most exercises during the first days of treatment. However, participants using pure online self-help showed the fastest decrease of engagement over time, with most dropping out after completing a few exercises, and more than half of all participants who enrolled in the self-help programme did not even begin the programme. In both guided and blended treatment, participants tended to show higher levels of engagement with the online platform. In each treatment modality, a relatively small but notable group of participants showed high levels of engagement. There was no relationship between severity of depression and duration of engagement. Conclusions The current study demonstrates the importance of therapist support in online interventions and offers additional insights into how, and to what extent, online platforms are used. Future research should explore clinical impact and policy implications.
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Affiliation(s)
- Fien Buelens
- Expertise Unit Psychology, Technology & Society, Thomas More University of Applied Sciences, Campus Sanderus, Molenstraat 8, 2018 Antwerp, Belgium
| | - Patrick Luyten
- Faculty of Psychology and Educational Sciences, KU Leuven, Tiensestraat 102 pobox 3722, 3000 Leuven, Belgium
- Research Department of Clinical, Educational and Health Psychology, University College London, 1–19 Torrington Place, London WC1H 7BG, United Kingdom
| | - Herwig Claeys
- Project manager OnlinePsyHulp associated with Zorggroep Zin, Salvatorstraat 25, 3500 Hasselt, Belgium
| | - Eva Van Assche
- Expertise Unit Psychology, Technology & Society, Thomas More University of Applied Sciences, Campus Sanderus, Molenstraat 8, 2018 Antwerp, Belgium
| | - Tom Van Daele
- Expertise Unit Psychology, Technology & Society, Thomas More University of Applied Sciences, Campus Sanderus, Molenstraat 8, 2018 Antwerp, Belgium
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Barakat S, Burton AL, Cunich M, Hay P, Hazelton JL, Kim M, Lymer S, Madden S, Maloney D, Miskovic-Wheatley J, Rogers D, Russell J, Sidari M, Touyz S, Maguire S. A randomised controlled trial of clinician supported vs self-help delivery of online cognitive behaviour therapy for Bulimia Nervosa. Psychiatry Res 2023; 329:115534. [PMID: 37844353 DOI: 10.1016/j.psychres.2023.115534] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2023] [Revised: 10/02/2023] [Accepted: 10/06/2023] [Indexed: 10/18/2023]
Abstract
High dropout rates and poor adherence associated with digital interventions have prompted research into modifications of these treatments to improve engagement and completion rates. This trial aimed to investigate the added benefit of clinician support when paired alongside a ten-session, online cognitive behaviour therapy (CBT) self-help intervention for bulimia nervosa (BN). As part of a three-arm, phase II randomised controlled trial, 114 participants (16 years or over) with full or subthreshold BN were randomly assigned to complete the intervention in a self-help mode (with administrative researcher contact; n = 38), with adjunct clinician support (weekly 30-minute videoconferencing sessions; n = 37), or a no-treatment waitlist control (WLC; n = 39). Baseline to post-treatment (12-weeks) decreases in objective binge episode frequency were significantly greater for clinician-supported participants as compared to WLC, but not for self-help when compared to WLC. However, due to continued improvements for self-help across follow-up (24-weeks), both arms outperformed WLC when analysed as an overall rate of change across three timepoints. Clinician-supported participants outperformed self-help in regards to laxative use and dietary restraint. Our results demonstrate that good clinical outcomes can be achieved with a relatively brief online CBT-based program even in the absence of structured clinical support, indicating a possible overreliance upon clinician support as a primary adherence-facilitating mechanism.
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Affiliation(s)
- Sarah Barakat
- InsideOut Institute for Eating Disorders, Faculty of Medicine and Health, University of Sydney and Sydney Local Health District, Sydney, NSW 2006, Australia; School of Psychology, University of Sydney, Sydney, NSW, Australia.
| | - Amy L Burton
- School of Psychology, University of Sydney, Sydney, NSW, Australia; Brain and Mind Centre, University of Sydney, Sydney, NSW, Australia; Graduate School of Health, University of Technology Sydney, Sydney NSW, Australia
| | - Michelle Cunich
- Sydney Health Economics Collaborative, Sydney Local Health District, Camperdown, NSW, Australia; Boden Initiative, Charles Perkins Centre, Faculty of Medicine and Health (Central Clinical School), University of Sydney, Sydney, NSW, Australia; Co-Lead, Implementation and Policy, Cardiovascular Initiative, University of Sydney, Camperdown, NSW, Australia
| | - Phillipa Hay
- Translational Health Research Institute, School of Medicine, Western Sydney University, Sydney, NSW, Australia; Mental Health Services South Western Sydney Local Health District, Campbelltown, NSW, Australia
| | - Jessica L Hazelton
- School of Psychology, University of Sydney, Sydney, NSW, Australia; Brain and Mind Centre, University of Sydney, Sydney, NSW, Australia
| | - Marcellinus Kim
- Sydney Local Health District Mental Health Services, Royal Prince Alfred Hospital, Sydney, Australia
| | - Sharyn Lymer
- Boden Initiative, Charles Perkins Centre, Faculty of Medicine and Health (Central Clinical School), University of Sydney, Sydney, NSW, Australia
| | - Sloane Madden
- Department of Psychological Medicine, Sydney Children's Hospital Network, Sydney, NSW, Australia; Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia
| | - Danielle Maloney
- InsideOut Institute for Eating Disorders, Faculty of Medicine and Health, University of Sydney and Sydney Local Health District, Sydney, NSW 2006, Australia
| | - Jane Miskovic-Wheatley
- InsideOut Institute for Eating Disorders, Faculty of Medicine and Health, University of Sydney and Sydney Local Health District, Sydney, NSW 2006, Australia
| | - Daniel Rogers
- InsideOut Institute for Eating Disorders, Faculty of Medicine and Health, University of Sydney and Sydney Local Health District, Sydney, NSW 2006, Australia
| | - Janice Russell
- InsideOut Institute for Eating Disorders, Faculty of Medicine and Health, University of Sydney and Sydney Local Health District, Sydney, NSW 2006, Australia; Sydney Local Health District Mental Health Services, Royal Prince Alfred Hospital, Sydney, Australia
| | - Morgan Sidari
- InsideOut Institute for Eating Disorders, Faculty of Medicine and Health, University of Sydney and Sydney Local Health District, Sydney, NSW 2006, Australia; Queensland Eating Disorder Service, Metro North Hospital and Health, Brisbane, QLD, Australia
| | - Stephen Touyz
- InsideOut Institute for Eating Disorders, Faculty of Medicine and Health, University of Sydney and Sydney Local Health District, Sydney, NSW 2006, Australia
| | - Sarah Maguire
- InsideOut Institute for Eating Disorders, Faculty of Medicine and Health, University of Sydney and Sydney Local Health District, Sydney, NSW 2006, Australia
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Büscher R, Sander LB, Nuding M, Baumeister H, Teismann T. Blending Video Therapy and Digital Self-Help for Individuals With Suicidal Ideation: Intervention Design and a Qualitative Study Within the Development Process. JMIR Form Res 2023; 7:e49043. [PMID: 37733414 PMCID: PMC10557000 DOI: 10.2196/49043] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 08/09/2023] [Accepted: 08/10/2023] [Indexed: 09/22/2023] Open
Abstract
BACKGROUND Digital formats have the potential to enhance accessibility to care for individuals with suicidal ideation. However, digital self-help interventions have faced limitations, including small effect sizes in reducing suicidal ideation, low adherence, and safety concerns. OBJECTIVE Therefore, we aimed to develop a remote blended cognitive behavioral therapy intervention that specifically targets suicidal ideation by blending video therapy with web-based self-help modules. The objective of this paper is to describe the collaborative development process and the resulting intervention and treatment rationale. METHODS First, we compiled intervention components from established treatment manuals designed for people with suicidal ideation or behavior, resulting in the development of 11 drafts of web-based modules. Second, we conducted a qualitative study, involving 5 licensed psychotherapists and 3 lay counselors specialized in individuals with suicidal ideation who reviewed these module drafts. Data were collected using the think-aloud method and semistructured interviews, and a qualitative content analysis was performed. The 4 a priori main categories of interest were blended care for individuals with suicidal ideation, contents of web-based modules, usability of modules, and layout. Subcategories emerged inductively from the interview transcripts. Finally, informed by previous treatment manuals and qualitative findings, we developed the remote blended treatment program. RESULTS The participants suggested that therapists should thoroughly prepare the web-based therapy with patients to tailor the therapy to each individual's needs. Participants emphasized that the web-based modules should explain concepts in a simple manner, convey empathy and validation, and include reminders for the safety plan. In addition, participants highlighted the need for a simple navigation and layout. Taking these recommendations into account, we developed a fully remote blended cognitive behavioral therapy intervention comprising 12 video therapy sessions and up to 31 web-based modules. The treatment involves collaboratively developing a personalized treatment plan to address individual suicidal drivers. CONCLUSIONS This remote treatment takes advantage of the high accessibility of digital formats while incorporating full sessions with a therapist. In a subsequent pilot trial, we will seek input from individuals with lived experience and therapists to test the feasibility of the treatment.
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Affiliation(s)
- Rebekka Büscher
- Medical Psychology and Medical Sociology, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Lasse B Sander
- Medical Psychology and Medical Sociology, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Mattis Nuding
- Medical Psychology and Medical Sociology, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Harald Baumeister
- Department of Clinical Psychology and Psychotherapy, Ulm University, Ulm, Germany
| | - Tobias Teismann
- Mental Health Research and Treatment Center, Ruhr University Bochum, Bochum, Germany
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20
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Kim J, Yeom CW, Kim H, Jung D, Kim HJ, Jo H, Koh SB, Hahm BJ. A Novel Screening, Brief Intervention, and Referral to Treatment (SBIRT) Based Model for Mental Health in Occupational Health Implemented on Smartphone and Web-Based Platforms: Development Study With Results From an Epidemiologic Survey. J Korean Med Sci 2023; 38:e146. [PMID: 37191849 DOI: 10.3346/jkms.2023.38.e146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Accepted: 02/02/2023] [Indexed: 05/17/2023] Open
Abstract
BACKGROUND While the importance of mental health is well-recognized in the field of occupational health, implementation of effective strategies in the workplace has been limited by gaps in infrastructure, program comprehensiveness, coverage, and adherence. The authors developed a Screening, Brief Intervention, and Referral to Treatment (SBIRT) model based occupational mental health intervention, and implemented in a web-based format with a smartphone application. METHODS The SBIRT-based intervention was developed by a multidisciplinary team, including occupational health physicians, nurses, psychiatrists, and software developers. The following mental health areas were included, based on outcomes of an epidemiological survey conducted: insomnia, depression, anxiety, problematic alcohol use, and suicidal risk. The viability of the two-step evaluation process utilizing a combination of the brief version and the full-length version of the questionnaire was examined using responses from the survey. The intervention was adjusted according to the survey results and expert opinions. RESULTS The epidemiological survey included 346 employees who completed the long-form version of mental health scales. These data were the used to confirm the diagnostic value of using a combination of short-form and long-form version of the scales for screening in the SBIRT model. The model uses a smartphone application for screening, provision of psychoeducation, and for surveillance. The universal methods of the model ensure it can be implemented by all occupational managers, regardless of their specialization in mental health. In addition to the two-step screening procedure to identify employees at-risk for mental health problems, the model includes a stepped care approach, based on risk stratification, to promote mental health education, management, and follow-up for continuous care. CONCLUSION The SBIRT model-based intervention provides an easy-to-implement approach for the management of mental health in the workplace. Further studies are required to examine the effectiveness and feasibility of the model.
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Affiliation(s)
- Jaehyun Kim
- Department of Psychiatry, Korea Army Training Center District Hospital, Nonsan, Korea
- Department of Clinical Medical Sciences, Seoul National University College of Medicine, Seoul, Korea
| | - Chan-Woo Yeom
- Department of Psychiatry, Uijeongbu Eulji Medical Center, Eulji University School of Medicine, Uijeongbu, Korea
| | - Hwang Kim
- Department of Design, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Korea
| | - Dooyoung Jung
- Department of Biomedical Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Korea
| | - Hyun Jeong Kim
- Department of Dental Anesthesiology, School of Dentistry, Seoul National University, Seoul, Korea
| | - Hoon Jo
- Artificial Intelligence Big Data Medical Center, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Sang Baek Koh
- Department of Preventive Medicine, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Bong-Jin Hahm
- Department of Neuropsychiatry, Seoul National University Hospital, Seoul, Korea
- Department of Psychiatry and Behavioral Sciences, Seoul National University College of Medicine, Seoul, Korea.
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21
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Oliveira C, Pacheco M, Borges J, Meira L, Santos A. Internet-delivered cognitive behavioral therapy for anxiety among university students: A systematic review and meta-analysis. Internet Interv 2023; 31:100609. [PMID: 36873307 PMCID: PMC9982642 DOI: 10.1016/j.invent.2023.100609] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 02/14/2023] [Accepted: 02/20/2023] [Indexed: 02/25/2023] Open
Abstract
University years are marked by multiple stressors. Consequently, university students often report anxiety symptoms or disorders, but most remain untreated. Internet-delivered cognitive behavioral therapy (ICBT) has been proposed as an alternative to address known help-seeking barriers, which were aggravated during the COVID-19 pandemic. This meta-analysis aims to evaluate the efficacy of ICBT for university students with anxiety. A systematic search on three databases, EBSCOhost, PubMed, and Web of Science, and a manual search were performed. Fifteen studies were identified, including a total of 1619 participants. Seven studies evaluated ICBT treatment for both anxiety and depression, three for social anxiety, two for generalized anxiety, while the remaining (k = 3) only targeted anxiety, test anxiety, and comorbidity between anxiety and insomnia. Analyses were performed based on a random-effects model using the metafor package in R. The results indicated that ICBT had a significant and positive effect on university students with anxiety compared to controls at post-test (g = -0.48; 95 % CI: -0.63, -0.27; p < .001, I 2 = 67.30 %). Nevertheless, more research is required to determine the intervention components that are more relevant for therapeutic change, how much guidance is required to produce better outcomes, and how patient engagement can be improved.
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Affiliation(s)
- Cláudia Oliveira
- University of Maia, Av. Carlos Oliveira Campos, 4475-690 Maia, Portugal.,Center for Psychology at University of Porto, 4200-135 Porto, Portugal
| | - Mara Pacheco
- University of Maia, Av. Carlos Oliveira Campos, 4475-690 Maia, Portugal
| | - Janete Borges
- University of Maia, Av. Carlos Oliveira Campos, 4475-690 Maia, Portugal
| | - Liliana Meira
- University of Maia, Av. Carlos Oliveira Campos, 4475-690 Maia, Portugal.,Center for Psychology at University of Porto, 4200-135 Porto, Portugal
| | - Anita Santos
- University of Maia, Av. Carlos Oliveira Campos, 4475-690 Maia, Portugal.,Center for Psychology at University of Porto, 4200-135 Porto, Portugal
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22
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Klimczak KS, San Miguel GG, Mukasa MN, Twohig MP, Levin ME. A systematic review and meta-analysis of self-guided online acceptance and commitment therapy as a transdiagnostic self-help intervention. Cogn Behav Ther 2023; 52:269-294. [PMID: 36847182 DOI: 10.1080/16506073.2023.2178498] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/01/2023]
Abstract
Online Acceptance and Commitment Therapy (ACT) interventions use websites and smartphone apps to deliver ACT exercises and skills. The present meta-analysis provides a comprehensive review of online ACT self-help interventions, characterizing the programs that have been studied (e.g. platform, length, content) and analyzing their efficacy. A transdiagnostic approach was taken, including studies that addressed a range of targeted problems and populations. Multi-level meta-analyses were used to nest multiple measures of a single construct within their respective studies. A total of 53 randomized controlled trials were included (n = 10,730). Online ACT produced significantly greater outcomes than waitlist controls at post-treatment for anxiety, depression, quality of life, psychological flexibility, and all assessed outcomes (i.e. omnibus effect), which were generally maintained at follow-up. However, only psychological flexibility and all assessed outcomes at post-treatment were found to be significantly greater for online ACT when compared to active controls, with no significant follow-up effects. Overall, these results further clarify that ACT can be effectively delivered in an online format to target a wide range of mental health concerns, although it is less clear if and when online ACT is more efficacious than other online interventions.
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Affiliation(s)
- Korena S Klimczak
- Department of Psychology, Utah State University, 2810 Old Main Hill, Logan, UT 84322, USA
| | - Guadalupe G San Miguel
- Department of Psychology, Utah State University, 2810 Old Main Hill, Logan, UT 84322, USA
| | - Miriam N Mukasa
- Department of Psychology, Utah State University, 2810 Old Main Hill, Logan, UT 84322, USA
| | - Michael P Twohig
- Department of Psychology, Utah State University, 2810 Old Main Hill, Logan, UT 84322, USA
| | - Michael E Levin
- Department of Psychology, Utah State University, 2810 Old Main Hill, Logan, UT 84322, USA
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23
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Simon L, Steinmetz L, Feige B, Benz F, Spiegelhalder K, Baumeister H. Comparative efficacy of onsite, digital, and other settings for cognitive behavioral therapy for insomnia: a systematic review and network meta-analysis. Sci Rep 2023; 13:1929. [PMID: 36732610 PMCID: PMC9894949 DOI: 10.1038/s41598-023-28853-0] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 01/25/2023] [Indexed: 02/04/2023] Open
Abstract
Given the limited availability and accessibility of onsite cognitive behavioral therapy for insomnia (CBT-I), other CBT-I settings, such as internet-delivered CBT-I (iCBT-I), have been proposed. The primary aim of the study was to compare the efficacy of available CBT-I settings on insomnia severity. A systematic review and frequentist network meta-analysis of available CBT-I settings was performed. PsycINFO, PsycARTICLES, MEDLINE, PubMed, and CINAHL were searched for randomized controlled trials (RCTs) investigating any CBT-I settings in adults with insomnia disorder. The systematic literature search (3851 references) resulted in 52 RCTs. For the primary outcome insomnia severity, all examined CBT-I settings except smartphone-delivered CBT-I yielded significant effects when compared to WL. Large standardized mean differences were found for individual onsite CBT-I (- 1.27;95%CI - 1.70, - 0.84), group-delivered CBT-I (- 1.00;95%CI - 1.42. - 0.59), telehealth (- 1.28;95%CI - 2.06, - 0.50), and guided bibliotherapy (- 0.99;95%CI - 1.67, - 0.32). Both guided iCBT-I (- 0.71;95%CI - 1.18, - 0.24) and unguided iCBT-I (- 0.78;95%CI - 1.18, - 0.38) yielded medium effect sizes. The results underline that health care systems should intensify their efforts to provide synchronously-delivered CBT-I (individual onsite, group-delivered, and telehealth), and particularly individual onsite CBT-I, given its solid evidence base. Medium to large effect sizes for iCBT-I and guided bibliotherapy indicate that self-help settings may be a viable alternative when synchronously-delivered CBT-I is not available.
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Affiliation(s)
- Laura Simon
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology and Education, University Ulm, Lise-Meitner-Str. 16, 89081, Ulm, Germany.
| | - Lisa Steinmetz
- Department of Psychiatry and Psychotherapy, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Bernd Feige
- Department of Psychiatry and Psychotherapy, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Fee Benz
- Department of Psychiatry and Psychotherapy, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Kai Spiegelhalder
- Department of Psychiatry and Psychotherapy, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Harald Baumeister
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology and Education, University Ulm, Lise-Meitner-Str. 16, 89081, Ulm, Germany
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24
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Klimczak KS, Twohig MP, Peacock GG, Levin ME. Using peer-support coaching to improve adherence to online ACT self-help for college mental health: A randomized controlled trial. Behav Res Ther 2023; 160:104228. [PMID: 36455430 DOI: 10.1016/j.brat.2022.104228] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 10/23/2022] [Accepted: 11/08/2022] [Indexed: 11/15/2022]
Abstract
Online self-help programs such as the Acceptance and Commitment Therapy (ACT) Guide address significant barriers to receiving therapy but suffer from low adherence rates. Peer-delivered coaching, using undergraduate students as coaches, is an innovative alternative to traditional coaching methods which may improve adherence in a more scalable format. To test the efficacy of peer-support coaching for college students using ACT Guide in a naturalistic setting, we conducted a pragmatic randomized controlled trial with three conditions (phone coaching, text message coaching, and a no support control group; N = 230). Participants were block randomized, and program adherence (i.e., number of modules completed) was the primary outcome. Participants completed significantly more ACT Guide modules in phone (M = 7.1, SD = 4.9) and text (M = 5.7, SD = 5) coaching than the no support control condition (M = 1.6, SD = 3.3, p < .001). Participants who received phone coaching experienced significant improvements across almost all measured outcomes as compared to the control group, while participants who received text coaching improved only on some outcomes compared to control (ps < .05). These results support peer-support coaching, particularly when delivered through phone calls, as an efficacious method for improving adherence to and outcomes from online self-help programs.
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Affiliation(s)
- Korena S Klimczak
- Utah State University, Department of Psychology, 2810 Old Main Hill, Logan, UT, 84322, USA.
| | - Michael P Twohig
- Utah State University, Department of Psychology, 2810 Old Main Hill, Logan, UT, 84322, USA
| | - Gretchen G Peacock
- Utah State University, Department of Psychology, 2810 Old Main Hill, Logan, UT, 84322, USA
| | - Michael E Levin
- Utah State University, Department of Psychology, 2810 Old Main Hill, Logan, UT, 84322, USA
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25
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Pérez JC, Aldoney D, García MI, Olhaberry M, Fernández O, Alamo N, Franco P, Pérez F, Fisher J, Rowe H, Coo S. Online intervention to prevent postnatal depression and anxiety in Chilean new mothers: Protocol for a feasibility trial. Health Informatics J 2022; 28:14604582221135440. [DOI: 10.1177/14604582221135440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Symptoms of postpartum depression and anxiety in new mothers are prevalent and negatively impact maternal emotional wellbeing and infant development. Barriers to accessing treatment prevent women from receiving mental health care, a situation that has worsened due to the COVID-19 pandemic. mHealth interventions hold the potential to support women during the transition to parenthood despite these barriers and to promote the use of preventive interventions. This study uses a mixed methods design to assess the feasibility and preliminary effectiveness of a psychoeducational, guided mHealth intervention to prevent postpartum mental health difficulties in women who receive care in primary health centers in Chile. The study will contribute to evidence-based research on the effectiveness of mHealth interventions for new mothers from an understudied cultural background. The findings will also enable the development of a larger randomized controlled trial to assess the effectiveness of the intervention, which, if effective, could significantly contribute to the emotional wellbeing of women and their families.
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Affiliation(s)
- J. Carola Pérez
- Millennium Institute for Research on Depression and Personality (MIDAP), Santiago, Chile; Facultad de Psicología. Universidad del Desarrollo (UDD), Santiago, Chile
| | - Daniela Aldoney
- Facultad de Psicología, Universidad del Desarrollo (UDD), Santiago, Chile
| | - María I García
- Facultad de Psicología, Universidad del Desarrollo (UDD), Santiago, Chile
| | - Marcia Olhaberry
- Millennium Institute for Research on Depression and Personality (MIDAP), Santiago, Chile; School of Psychology, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Olga Fernández
- Millennium Institute for Research on Depression and Personality (MIDAP), Santiago, Chile; Universidad de Chile, Santiago, Chile
| | - Nicolle Alamo
- Millennium Institute for Research on Depression and Personality (MIDAP), Santiago, Chile; School of Social Work, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Pamela Franco
- Millennium Institute for Research on Depression and Personality (MIDAP), Santiago, Chile; School of Psychology, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Francisca Pérez
- Millennium Institute for Research on Depression and Personality (MIDAP), Santiago, Chile; Universidad Alberto Hurtado, Santiago, Chile
| | - Jane Fisher
- School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Heather Rowe
- School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Soledad Coo
- Facultad de Psicología, Universidad del Desarrollo (UDD), Santiago, Chile
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26
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Taylor KM, Bradley J, Cella M. A novel smartphone-based intervention targeting sleep difficulties in individuals experiencing psychosis: A feasibility and acceptability evaluation. Psychol Psychother 2022; 95:717-737. [PMID: 35481697 PMCID: PMC9541554 DOI: 10.1111/papt.12395] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Accepted: 04/01/2022] [Indexed: 12/12/2022]
Abstract
OBJECTIVES Cognitive Behavioural Therapy (CBT) is an effective psychological intervention for sleep difficulties and has been used successfully in individuals with psychosis. However, access is restricted due to lack of resources and staff training. Delivering CBT for sleep problems using smartphone technology may facilitate wider access. This study aimed to evaluate the feasibility, acceptability and potential usefulness of a guided, smartphone-based CBT intervention targeting sleep disturbance for individuals with psychosis. DESIGN Participants with psychosis spectrum diagnoses were recruited to a single-arm, uncontrolled study and engaged with the seven-module programme via smartphone app for six weeks with therapist support. METHOD Feasibility was assessed by rates of referral, recruitment and completion. Acceptability was assessed by app usage, a satisfaction questionnaire and qualitative analysis of participants' semi-structured interview. Pre- and post-intervention assessment of sleep, psychotic experiences, mood, well-being and functioning was conducted. Mean change confidence intervals were calculated and reported as an indication of usefulness. RESULTS Fourteen individuals consented to participation, and eleven completed the post-intervention assessment. On average, each participant engaged with 5.6 of 7 available modules. Qualitative feedback indicated the intervention was considered helpful and would be recommended to others. Suggested improvements to app design were provided by participants. Potential treatment benefits were observed for sleep difficulties, and all outcomes considered, except frequency of hallucinatory experiences. CONCLUSIONS It is feasible and acceptable to deliver therapist-guided CBT for sleep problems by smartphone app for individuals with psychosis. This method provides a low-intensity, accessible intervention, which could be offered more routinely. Further research to determine treatment efficacy is warranted.
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Affiliation(s)
- Kathryn M. Taylor
- Department of PsychologyInstitute of Psychiatry, Psychology, and NeuroscienceKing's College LondonLondonUK,South London and Maudsley NHS Foundation TrustLondonUK
| | | | - Matteo Cella
- Department of PsychologyInstitute of Psychiatry, Psychology, and NeuroscienceKing's College LondonLondonUK,South London and Maudsley NHS Foundation TrustLondonUK
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27
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Minian N, Gayapersad A, Saiva A, Dragonetti R, Kidd SA, Strudwick G, Selby P. An e-Mental Health Resource for COVID-19-Associated Stress Reduction: Mixed Methods Study of Reach, Usability, and User Perceptions. JMIR Ment Health 2022; 9:e39885. [PMID: 35960596 PMCID: PMC9422265 DOI: 10.2196/39885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Revised: 08/05/2022] [Accepted: 08/07/2022] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND COVID-19 and its public health response are having a profound effect on people's mental health. To provide support during these times, Canada's largest mental health and addiction teaching hospital (Centre for Addiction and Mental Health [CAMH]) launched the Mental Health and COVID-19 Pandemic website on March 18, 2020. This website was designed to be a nonstigmatizing psychoeducational resource for people experiencing mild to moderate distress due to COVID-19 and the public health response to the pandemic. OBJECTIVE The aim of this study was to examine the reach, usability, and user perceptions of the CAMH Mental Health and COVID-19 Pandemic website. METHODS This study used a mixed methods sequential explanatory design approach, which consisted of the following 2 distinct phases: (1) quantitative data collection and analysis and (2) qualitative semistructured interviews. In phase 1, we analyzed Google Analytics data to understand how many people visited the website and which were the most visited pages. We conducted a survey to identify users' sociodemographic backgrounds, and assess the usability of the website using the System Usability Scale and users' subjective stress levels using the Perceived Stress Scale (PSS-10). For phase 2, we conducted semistructured interviews to explore user experiences; user motivation, engagement, satisfaction, and perception of the stress reduction strategies; reflections of the website's functionality, ease of use, navigation, and design; and recommendations for improvement. RESULTS Google Analytics results showed 146,978 unique users from June 2020 to March 2021. Most users were from Canada (130,066, 88.5%). Between February 20, 2021, and June 4, 2021, 152 users completed the survey. Most users identified as white, female, and having at least a college degree. Based on the PSS-10 scores, most participants were experiencing moderate to high stress when they visited the website. Users rated the usability of the website as acceptable. Ten users completed in-depth interviews between May 2021 and June 2021. Positive feedback related to the content was that the website was a trustworthy source of mental health information with helpful evidence-based stress reduction strategies. Areas for improvement included the text heavy design of the website, wider dissemination/marketing, and greater accessibility of the website to meet the needs of diverse populations. CONCLUSIONS Adding stress reduction resources to a website from a well-respected institution may be a practical method to increase awareness and access to evidence-based stress reduction resources during times of crisis, where there is severe disruption to usual health care contacts. Efforts to ensure that these resources are more widely accessed, especially by diverse populations, are needed.
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Affiliation(s)
- Nadia Minian
- Nicotine Dependence Service, Centre for Addiction and Mental Health, Toronto, ON, Canada.,Department of Family and Community Medicine, University of Toronto, Toronto, ON, Canada.,Institute of Medical Science, University of Toronto, Toronto, ON, Canada.,Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
| | - Allison Gayapersad
- Nicotine Dependence Service, Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - Anika Saiva
- Nicotine Dependence Service, Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - Rosa Dragonetti
- Nicotine Dependence Service, Centre for Addiction and Mental Health, Toronto, ON, Canada.,Department of Family and Community Medicine, University of Toronto, Toronto, ON, Canada
| | - Sean A Kidd
- Centre for Addiction and Mental Health, Toronto, ON, Canada.,Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Gillian Strudwick
- Centre for Addiction and Mental Health, Toronto, ON, Canada.,Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Peter Selby
- Nicotine Dependence Service, Centre for Addiction and Mental Health, Toronto, ON, Canada.,Department of Family and Community Medicine, University of Toronto, Toronto, ON, Canada.,Department of Psychiatry, University of Toronto, Toronto, ON, Canada.,Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada.,Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
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28
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Philippe TJ, Sikder N, Jackson A, Koblanski ME, Liow E, Pilarinos A, Vasarhelyi K. Digital Health Interventions for Delivery of Mental Health Care: Systematic and Comprehensive Meta-Review. JMIR Ment Health 2022; 9:e35159. [PMID: 35551058 PMCID: PMC9109782 DOI: 10.2196/35159] [Citation(s) in RCA: 103] [Impact Index Per Article: 34.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 02/28/2022] [Accepted: 03/02/2022] [Indexed: 01/16/2023] Open
Abstract
BACKGROUND The COVID-19 pandemic has shifted mental health care delivery to digital platforms, videoconferencing, and other mobile communications. However, existing reviews of digital health interventions are narrow in scope and focus on a limited number of mental health conditions. OBJECTIVE To address this gap, we conducted a comprehensive systematic meta-review of the literature to assess the state of digital health interventions for the treatment of mental health conditions. METHODS We searched MEDLINE for secondary literature published between 2010 and 2021 on the use, efficacy, and appropriateness of digital health interventions for the delivery of mental health care. RESULTS Of the 3022 records identified, 466 proceeded to full-text review and 304 met the criteria for inclusion in this study. A majority (52%) of research involved the treatment of substance use disorders, 29% focused on mood, anxiety, and traumatic stress disorders, and >5% for each remaining mental health conditions. Synchronous and asynchronous communication, computerized therapy, and cognitive training appear to be effective but require further examination in understudied mental health conditions. Similarly, virtual reality, mobile apps, social media platforms, and web-based forums are novel technologies that have the potential to improve mental health but require higher quality evidence. CONCLUSIONS Digital health interventions offer promise in the treatment of mental health conditions. In the context of the COVID-19 pandemic, digital health interventions provide a safer alternative to face-to-face treatment. However, further research on the applications of digital interventions in understudied mental health conditions is needed. Additionally, evidence is needed on the effectiveness and appropriateness of digital health tools for patients who are marginalized and may lack access to digital health interventions.
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Affiliation(s)
- Tristan J Philippe
- Department of Cellular & Physiological Sciences, The University of British Columbia, Vancouver, BC, Canada.,Department of Psychiatry, The University of British Columbia, Vancouver, BC, Canada
| | | | - Anna Jackson
- School of Social Work, The University of British Columbia, Vancouver, BC, Canada
| | - Maya E Koblanski
- Department of Cellular & Physiological Sciences, The University of British Columbia, Vancouver, BC, Canada.,Department of Psychology, The University of British Columbia, Vancouver, BC, Canada
| | - Eric Liow
- Vancouver Coastal Health Research Institute, Vancouver, BC, Canada
| | - Andreas Pilarinos
- Vancouver Coastal Health Research Institute, Vancouver, BC, Canada.,School of Population and Public Health, The University of British Columbia, Vancouver, BC, Canada
| | - Krisztina Vasarhelyi
- Vancouver Coastal Health Research Institute, Vancouver, BC, Canada.,Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
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Kwakkenbos L, Østbø N, Carrier ME, Nielson WR, Fedoruk C, Levis B, Henry RS, Pope J, Frech T, Gholizadeh S, Johnson SR, Piotrowski P, Jewett LR, Gordon J, Chung L, Bilsker D, Tao L, Turner KA, Cumin J, Welling J, Fortuné C, Leite C, Gottesman K, Sauvé M, Reyna TSR, Hudson M, Larche M, van Breda W, Suarez-Almazor ME, Bartlett SJ, Malcarne VL, Mayes MD, Boutron I, Mouthon L, Benedetti A, Thombs BD. Randomized feasibility trial of the Scleroderma Patient-centered Intervention Network Self-Management (SPIN-SELF) Program. Pilot Feasibility Stud 2022; 8:45. [PMID: 35219340 PMCID: PMC8881754 DOI: 10.1186/s40814-022-00994-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Accepted: 01/27/2022] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND The Scleroderma Patient-centered Intervention Network (SPIN) developed an online self-management program (SPIN-SELF) designed to improve disease-management self-efficacy in people with systemic sclerosis (SSc, or scleroderma). The aim of this study was to evaluate feasibility aspects for conducting a full-scale randomized controlled trial (RCT) of the SPIN-SELF Program. METHODS This feasibility trial was embedded in the SPIN Cohort and utilized the cohort multiple RCT design. In this design, at the time of cohort enrollment, cohort participants consent to be assessed for trial eligibility and randomized prior to being informed about the trial. Participants in the intervention arm are informed and provide consent, but not the control group. Forty English-speaking SPIN Cohort participants from Canada, the USA, or the UK with low disease-management self-efficacy (Self-Efficacy for Managing Chronic Disease Scale [SEMCD] score ≤ 7) who were interested in using an online self-management program were randomized (3:2 ratio) to be offered the SPIN-SELF Program or usual care for 3 months. Program usage was examined via automated usage logs. User satisfaction was assessed with semi-structured interviews. Trial personnel time requirements and implementation challenges were logged. RESULTS Of 40 SPIN Cohort participants randomized, 26 were allocated to SPIN-SELF and 14 to usual care. Automated eligibility and randomization procedures via the SPIN Cohort platform functioned properly, except that two participants with SEMCD scores > 7 (scores of 7.2 and 7.3, respectively) were included, which was caused by a system programming error that rounded SEMCD scores. Of 26 SPIN Cohort participants offered the SPIN-SELF Program, only 9 (35%) consented to use the program. Usage logs showed that use of the SPIN-SELF Program was low: 2 of 9 users (22%) logged into the program only once (median = 3), and 4 of 9 (44%) accessed none or only 1 of the 9 program's modules (median = 2). CONCLUSIONS The results of this study will lead to substantial changes for the planned full-scale RCT of the SPIN-SELF Program that we will incorporate into a planned additional feasibility trial with progression to a full-scale trial. These changes include transitioning to a conventional RCT design with pre-randomization consent and supplementing the online self-help with peer-facilitated videoconference-based groups to enhance engagement. TRIAL REGISTRATION clinicaltrials.gov , NCT03914781 . Registered 16 April 2019.
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Affiliation(s)
- Linda Kwakkenbos
- Department of Clinical Psychology, Radboud University, Montessorilaan 3, 6525, HR, Nijmegen, The Netherlands.
| | - Nora Østbø
- Lady Davis Institute of the Jewish General Hospital, Montreal, Quebec, Canada
| | - Marie-Eve Carrier
- Lady Davis Institute of the Jewish General Hospital, Montreal, Quebec, Canada
| | | | - Claire Fedoruk
- Lady Davis Institute of the Jewish General Hospital, Montreal, Quebec, Canada
| | - Brooke Levis
- Centre for Prognosis Research, School of Medicine, Keele University, Staffordshire, UK
| | - Richard S Henry
- Lady Davis Institute of the Jewish General Hospital, Montreal, Quebec, Canada
- Department of Psychiatry, McGill University, Montreal, Quebec, Canada
| | - Janet Pope
- Department of Medicine, University of Western Ontario, London, Ontario, Canada
| | - Tracy Frech
- Department of Internal Medicine, University of Utah, Salt Lake City, UT, USA
| | - Shadi Gholizadeh
- California School of Professional Psychology/Alliant, Los Angeles, CA, USA
| | - Sindhu R Johnson
- Toronto Scleroderma Program, Mount Sinai Hospital & Toronto Western Hospital, Toronto, Ontario, Canada
- Institute of Health Policy, Management, and Evaluation, University of Toronto, Toronto, Ontario, Canada
| | | | - Lisa R Jewett
- Department of Psychology, Institute of Community and Family Psychiatry, Jewish General Hospital, Montreal, Quebec, Canada
| | - Jessica Gordon
- Department of Medicine, Hospital for Special Surgery, New York City, NY, USA
| | - Lorinda Chung
- Department of Medicine, Stanford University, Palo Alto, CA, USA
- Department of Medicine Palo Alto VA Health Care System, Palo Alto, CA, USA
| | - Dan Bilsker
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
- Department of Psychiatry, University of British Columbia, Vancouver, British Columbia, Canada
| | - Lydia Tao
- Lady Davis Institute of the Jewish General Hospital, Montreal, Quebec, Canada
| | - Kimberly A Turner
- Lady Davis Institute of the Jewish General Hospital, Montreal, Quebec, Canada
| | - Julie Cumin
- Lady Davis Institute of the Jewish General Hospital, Montreal, Quebec, Canada
| | - Joep Welling
- NVLE Dutch patient organization for Systemic Autoimmune Diseases, Utrecht, The Netherlands
| | | | | | | | - Maureen Sauvé
- Scleroderma Canada, Hamilton, Ontario, Canada
- Scleroderma Society of Ontario, Hamilton, Ontario, Canada
| | | | - Marie Hudson
- Lady Davis Institute of the Jewish General Hospital, Montreal, Quebec, Canada
- Department of Medicine, McGill University, Montreal, Quebec, Canada
| | - Maggie Larche
- Department of Medicine, McMaster University and St Joseph's Healthcare, Hamilton, Ontario, Canada
| | - Ward van Breda
- Faculty of Behavioural and Movement Sciences, Vrije University, Amsterdam, The Netherlands
| | - Maria E Suarez-Almazor
- Department of General Internal Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Susan J Bartlett
- Department of Medicine, McGill University, Montreal, Quebec, Canada
- Centre for Outcomes Research and Evaluation, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Vanessa L Malcarne
- Department of Psychology, San Diego State University, San Diego, CA, USA
- Joint Doctoral Program in Clinical Psychology, San Diego State University/University of California San Diego, San Diego, CA, USA
| | - Maureen D Mayes
- Department of Internal Medicine, University of Texas McGovern School of Medicine, Houston, TX, USA
| | - Isabelle Boutron
- Université de Paris, Centre of Research Epidemiology and Statistics (CRESS), Inserm, INRA, Paris, France
- Centre d'Épidémiologie Clinique, Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Hôtel Dieu, Paris, France
| | - Luc Mouthon
- Service de Médecine Interne, Centre de Référence Maladies Autoimmunes Systémiques Rares d'Ile de France, Hôpital Cochin, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France
- APHP-CUP, Hôpital Cochin, Université de Paris, F-75014, Paris, France
| | - Andrea Benedetti
- Department of Medicine, McGill University, Montreal, Quebec, Canada
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, Quebec, Canada
- Respiratory Epidemiology and Clinical Research Unit, McGill University Health Centre, Montreal, Quebec, Canada
| | - Brett D Thombs
- Lady Davis Institute of the Jewish General Hospital, Montreal, Quebec, Canada
- Department of Psychiatry, McGill University, Montreal, Quebec, Canada
- Department of Medicine, McGill University, Montreal, Quebec, Canada
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, Quebec, Canada
- Department of Psychology, McGill University, Montreal, Quebec, Canada
- Department of Educational and Counselling Psychology, McGill University, Montreal, Quebec, Canada
- Biomedical Ethics Unit, McGill University, Montreal, Quebec, Canada
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Gega L, Jankovic D, Saramago P, Marshall D, Dawson S, Brabyn S, Nikolaidis GF, Melton H, Churchill R, Bojke L. Digital interventions in mental health: evidence syntheses and economic modelling. Health Technol Assess 2022; 26:1-182. [PMID: 35048909 PMCID: PMC8958412 DOI: 10.3310/rcti6942] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Economic evaluations provide evidence on whether or not digital interventions offer value for money, based on their costs and outcomes relative to the costs and outcomes of alternatives. OBJECTIVES (1) Evaluate and summarise published economic studies about digital interventions across different technologies, therapies, comparators and mental health conditions; (2) synthesise clinical evidence about digital interventions for an exemplar mental health condition; (3) construct an economic model for the same exemplar mental health condition using the previously synthesised clinical evidence; and (4) consult with stakeholders about how they understand and assess the value of digital interventions. METHODS We completed four work packages: (1) a systematic review and quality assessment of economic studies about digital interventions; (2) a systematic review and network meta-analysis of randomised controlled trials on digital interventions for generalised anxiety disorder; (3) an economic model and value-of-information analysis on digital interventions for generalised anxiety disorder; and (4) a series of knowledge exchange face-to-face and digital seminars with stakeholders. RESULTS In work package 1, we reviewed 76 economic evaluations: 11 economic models and 65 within-trial analyses. Although the results of the studies are not directly comparable because they used different methods, the overall picture suggests that digital interventions are likely to be cost-effective, compared with no intervention and non-therapeutic controls, whereas the value of digital interventions compared with face-to-face therapy or printed manuals is unclear. In work package 2, we carried out two network meta-analyses of 20 randomised controlled trials of digital interventions for generalised anxiety disorder with a total of 2350 participants. The results were used to inform our economic model, but when considered on their own they were inconclusive because of the very wide confidence intervals. In work package 3, our decision-analytic model found that digital interventions for generalised anxiety disorder were associated with lower net monetary benefit than medication and face-to-face therapy, but greater net monetary benefit than non-therapeutic controls and no intervention. Value for money was driven by clinical outcomes rather than by intervention costs, and a value-of-information analysis suggested that uncertainty in the treatment effect had the greatest value (£12.9B). In work package 4, stakeholders identified several areas of benefits and costs of digital interventions that are important to them, including safety, sustainability and reducing waiting times. Four factors may influence their decisions to use digital interventions, other than costs and outcomes: increasing patient choice, reaching underserved populations, enabling continuous care and accepting the 'inevitability of going digital'. LIMITATIONS There was substantial uncertainty around effect estimates of digital interventions compared with alternatives. This uncertainty was driven by the small number of studies informing most comparisons, the small samples in some of these studies and the studies' high risk of bias. CONCLUSIONS Digital interventions may offer good value for money as an alternative to 'doing nothing' or 'doing something non-therapeutic' (e.g. monitoring or having a general discussion), but their added value compared with medication, face-to-face therapy and printed manuals is uncertain. Clinical outcomes rather than intervention costs drive 'value for money'. FUTURE WORK There is a need to develop digital interventions that are more effective, rather than just cheaper, than their alternatives. STUDY REGISTRATION This study is registered as PROSPERO CRD42018105837. FUNDING This project was funded by the National Institute for Health Research (NIHR) Health Technology Assessment programme and will be published in full in Health Technology Assessment; Vol. 26, No. 1. See the NIHR Journals Library website for further project information.
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Affiliation(s)
- Lina Gega
- Department of Health and Social Care Sciences, University of York, York, UK
- Hull York Medical School, University of York, York, UK
- Tees, Esk and Wear Valleys NHS Foundation Trust, Middlesbrough, UK
| | - Dina Jankovic
- Centre for Health Economics, University of York, York, UK
| | - Pedro Saramago
- Centre for Health Economics, University of York, York, UK
| | - David Marshall
- Centre for Reviews & Dissemination, University of York, York, UK
| | - Sarah Dawson
- Common Mental Disorders Group, Cochrane Collaboration, University of York, York, UK
- Bristol Medical School, Population Health Sciences, University of Bristol, Bristol, UK
| | - Sally Brabyn
- Department of Health and Social Care Sciences, University of York, York, UK
| | | | - Hollie Melton
- Centre for Reviews & Dissemination, University of York, York, UK
| | - Rachel Churchill
- Centre for Reviews & Dissemination, University of York, York, UK
- Common Mental Disorders Group, Cochrane Collaboration, University of York, York, UK
| | - Laura Bojke
- Centre for Health Economics, University of York, York, UK
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Musiat P, Johnson C, Atkinson M, Wilksch S, Wade T. Impact of guidance on intervention adherence in computerised interventions for mental health problems: a meta-analysis. Psychol Med 2022; 52:229-240. [PMID: 34802474 DOI: 10.1017/s0033291721004621] [Citation(s) in RCA: 53] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Web-based interventions are increasingly used for the prevention, treatment and aftercare of mental disorders. A crucial factor to the efficacy of such online programmes is adherence to the intervention content and procedure. It has been frequently suggested that adherence in web-based interventions is low and little is known about which factors influence adherence. To increase intervention uptake and completion, studies increasingly include interventions with some form of guidance. Guided interventions have been shown to have higher efficacy, however, evidence for the impact on adherence is limited and mixed. This meta-analysis explored the impact of human guidance on intervention completion in web-based mental health interventions. A total of 22 studies were included with interventions primarily targeting symptoms of depression and anxiety disorders. Results showed that guidance significantly increases the average amount of intervention completion [g = 0.29, 95% confidence interval (CI) 0.18-0.40] and the proportion of intervention completers [log odds ratio (OR) = 0.50, 95% CI 0.34-0.66] with small effects. On average, full completion rates were 12% higher in guided intervention groups. This meta-analysis demonstrated that guidance in web-based mental health interventions does increase adherence, but more research is required to better understand the specific mechanisms between guidance, adherence and outcomes.
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Affiliation(s)
- Peter Musiat
- College of Education, Psychology and Social Work, Flinders University, Bedford Park, South Australia, Australia
| | - Catherine Johnson
- College of Education, Psychology and Social Work, Flinders University, Bedford Park, South Australia, Australia
| | | | - Simon Wilksch
- College of Education, Psychology and Social Work, Flinders University, Bedford Park, South Australia, Australia
| | - Tracey Wade
- College of Education, Psychology and Social Work, Flinders University, Bedford Park, South Australia, Australia
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Saleem M, Kühne L, De Santis KK, Christianson L, Brand T, Busse H. Understanding Engagement Strategies in Digital Interventions for Mental Health Promotion: Scoping Review. JMIR Ment Health 2021; 8:e30000. [PMID: 34931995 PMCID: PMC8726056 DOI: 10.2196/30000] [Citation(s) in RCA: 56] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Revised: 08/25/2021] [Accepted: 08/25/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Digital interventions offer a solution to address the high demand for mental health promotion, especially when facing physical contact restrictions or lacking accessibility. Engagement with digital interventions is critical for their effectiveness; however, retaining users' engagement throughout the intervention is challenging. It remains unclear what strategies facilitate engagement with digital interventions that target mental health promotion. OBJECTIVE Our aim is to conduct a scoping review to investigate user engagement strategies and methods to evaluate engagement with digital interventions that target mental health promotion in adults. METHODS This scoping review adheres to the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines for scoping reviews. The search was conducted in 7 electronic databases from inception to April 2020. The inclusion criteria for studies were as follows: adult (aged ≥18 years) users of digital interventions for mental health promotion from the general population; any digital intervention for mental health promotion; and user engagement strategies described in the intervention design. We extracted the following data items: study characteristics, digital intervention (type and engagement strategy), evaluation of engagement strategy (method and result specifying whether the strategy was effective at facilitating engagement), and features of engagement (extent of use and subjective experience of users). RESULTS A total of 2766 studies were identified, of which 16 (0.58%) met the inclusion criteria. The 16 studies included randomized controlled trials (6/16, 37%), studies analyzing process data (5/16, 31%), observational studies (3/16, 19%), and qualitative studies (2/16, 13%). The digital interventions for mental health promotion were either web based (12/16, 75%) or mobile app based (4/16, 25%). The engagement strategies included personalized feedback about intervention content or users' mental health status; guidance regarding content and progress through e-coaching; social forums, and interactivity with peers; content gamification; reminders; and flexibility and ease of use. These engagement strategies were deemed effective based on qualitative user feedback or responses on questionnaires or tools (4/16, 25%), usability data (5/16, 31%), or both (7/16, 44%). Most studies identified personalized support in the form of e-coaching, peer support through a social platform, personalized feedback, or joint videoconference sessions as an engaging feature. CONCLUSIONS Personalized support during the intervention, access to social support, and personalized feedback seem to promote engagement with digital interventions for mental health promotion. These findings need to be interpreted with caution because the included studies were heterogeneous, had small sample sizes, and typically did not address engagement as the primary outcome. Despite the importance of user engagement for the effectiveness of digital interventions, this field has not yet received much attention. Further research is needed on the effectiveness of different strategies required to facilitate user engagement in digital interventions for mental health promotion.
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Affiliation(s)
- Maham Saleem
- Department of Prevention and Evaluation, Leibniz Institute for Prevention Research and Epidemiology - BIPS, Bremen, Germany
- Leibniz Science Campus Digital Public Health, Bremen, Germany
| | - Lisa Kühne
- Department of Prevention and Evaluation, Leibniz Institute for Prevention Research and Epidemiology - BIPS, Bremen, Germany
- Leibniz Science Campus Digital Public Health, Bremen, Germany
| | - Karina Karolina De Santis
- Department of Prevention and Evaluation, Leibniz Institute for Prevention Research and Epidemiology - BIPS, Bremen, Germany
- Leibniz Science Campus Digital Public Health, Bremen, Germany
| | - Lara Christianson
- Department of Administration, Leibniz Institute for Prevention Research and Epidemiology - BIPS, Bremen, Germany
| | - Tilman Brand
- Department of Prevention and Evaluation, Leibniz Institute for Prevention Research and Epidemiology - BIPS, Bremen, Germany
- Leibniz Science Campus Digital Public Health, Bremen, Germany
| | - Heide Busse
- Department of Prevention and Evaluation, Leibniz Institute for Prevention Research and Epidemiology - BIPS, Bremen, Germany
- Leibniz Science Campus Digital Public Health, Bremen, Germany
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33
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Saramago P, Gega L, Marshall D, Nikolaidis GF, Jankovic D, Melton H, Dawson S, Churchill R, Bojke L. Digital Interventions for Generalized Anxiety Disorder (GAD): Systematic Review and Network Meta-Analysis. Front Psychiatry 2021; 12:726222. [PMID: 34938209 PMCID: PMC8685377 DOI: 10.3389/fpsyt.2021.726222] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 11/04/2021] [Indexed: 11/13/2022] Open
Abstract
Background: Generalized anxiety disorder is the most common mental health condition based on weekly prevalence. Digital interventions have been used as alternatives or as supplements to conventional therapies to improve access, patient choice, and clinical outcomes. Little is known about their comparative effectiveness for generalized anxiety disorder. Methods: We conducted a systematic review and network meta-analysis of randomized controlled trials comparing digital interventions with medication, non-digital interventions, non-therapeutic controls, and no intervention. Results: We included 21 randomized controlled trials with a total of 2,350 participants from generalized anxiety disorder populations. Pooled outcomes using analysis of Covariance and rankograms based on the surface under the cumulative ranking curves indicated that antidepressant medication and group therapy had a higher probability than digital interventions of being the "best" intervention. Supported digital interventions were not necessarily "better" than unsupported (pure self-help) ones. Conclusions: Due to very wide confidence intervals, network meta-analysis results were inconclusive as to whether digital interventions are better than no intervention and non-therapeutic active controls, or whether they confer an additional benefit to standard therapy. Future research needs to compare digital interventions with one-to-one therapy and with manualized non-digital self-help and to include antidepressant medication as a treatment comparator and effect modifier.
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Affiliation(s)
- Pedro Saramago
- Centre for Health Economics, University of York, York, United Kingdom
| | - Lina Gega
- Department of Health Sciences, University of York, York, United Kingdom
- Hull York Medical School, University of York, Heslington, United Kingdom
- Tees, Esk and Wear Valleys NHS Trust, Darlington, United Kingdom
| | - David Marshall
- Centre for Reviews and Dissemination, University of York, York, United Kingdom
| | - Georgios F. Nikolaidis
- Centre for Health Economics, University of York, York, United Kingdom
- IQVIA, London, United Kingdom
| | - Dina Jankovic
- Centre for Health Economics, University of York, York, United Kingdom
| | - Hollie Melton
- Centre for Reviews and Dissemination, University of York, York, United Kingdom
| | - Sarah Dawson
- Common Mental Disorders Group, Cochrane Collaboration, York, United Kingdom
| | - Rachel Churchill
- Centre for Reviews and Dissemination, University of York, York, United Kingdom
- Common Mental Disorders Group, Cochrane Collaboration, York, United Kingdom
| | - Laura Bojke
- Centre for Health Economics, University of York, York, United Kingdom
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Simmons MB, Nicholas J, Chinnery G, O'Sullivan S, D'Alfonso S, Bendall S, Cagliarini D, Hamilton M, Gleeson J, Killackey E, Alvarez-Jimenez M. The youth online training and employment system: Study protocol for a randomized controlled trial of an online vocational intervention for young people with mental ill health. Early Interv Psychiatry 2021; 15:1602-1611. [PMID: 33426790 DOI: 10.1111/eip.13100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 12/03/2020] [Accepted: 12/13/2020] [Indexed: 11/26/2022]
Abstract
AIM People diagnosed with mental disorders experience higher rates of unemployment than those without. Career adaptability, defined as the ability to respond flexibly and make informed career decisions in work and throughout career transitions, is becoming increasingly important as the nature of work changes rapidly. Early vocational intervention may ameliorate poor education and employment outcomes experienced by young people with mental ill-health and promote transferable skills and adaptability. Online-based career support allows for ongoing access throughout different career stages. The current study combines mental health-informed digital career and peer motivation, to create a Youth Online Training and Employment System (YOTES) that supports young people with mental ill-health obtain and remain in education or employment. METHODS This study is an unblinded randomized controlled trial for young people with mental ill-health, aged 16-25, who are seeking vocational support. Participants will be randomized to receive either YOTES, a moderated, online intervention with vocational, social, and peer motivation, or a control intervention, the headspace Digital Work and Study Service. Both groups will have access to in-person career support if seeking employment. The primary outcome will be career adaptability compared between the YOTES and control groups at 6-months post baseline. Secondary outcomes include number of hours worked in the past 7 days, hope, career confidence, psychological distress and health economic outcomes at 6- and 12-months post baseline. CONCLUSION Results will demonstrate whether an online career intervention moderated by career practitioners with peer motivation can result in improved career adaptability in young people with mental ill-health.
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Affiliation(s)
- Magenta B Simmons
- Orygen, Parkville, Victoria, Australia.,Centre for Youth Mental Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Jennifer Nicholas
- Orygen, Parkville, Victoria, Australia.,Centre for Youth Mental Health, The University of Melbourne, Melbourne, Victoria, Australia
| | | | - Shaunagh O'Sullivan
- Orygen, Parkville, Victoria, Australia.,Centre for Youth Mental Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Simon D'Alfonso
- School of Computing and Information Systems, The University of Melbourne, Melbourne, Victoria, Australia
| | - Sarah Bendall
- Orygen, Parkville, Victoria, Australia.,Centre for Youth Mental Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Daniela Cagliarini
- Orygen, Parkville, Victoria, Australia.,Centre for Youth Mental Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Matthew Hamilton
- Orygen, Parkville, Victoria, Australia.,Centre for Youth Mental Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - John Gleeson
- Healthy Brain and Mind Research Centre and School of Behavioural and Health Sciences, Australian Catholic University, Victoria, Australia
| | - Eóin Killackey
- Orygen, Parkville, Victoria, Australia.,Centre for Youth Mental Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Mario Alvarez-Jimenez
- Orygen, Parkville, Victoria, Australia.,Centre for Youth Mental Health, The University of Melbourne, Melbourne, Victoria, Australia
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35
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Renfrew ME, Morton DP, Morton JK, Przybylko G. The Influence of Human Support on the Effectiveness of Digital Mental Health Promotion Interventions for the General Population. Front Psychol 2021; 12:716106. [PMID: 34489818 PMCID: PMC8416605 DOI: 10.3389/fpsyg.2021.716106] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Accepted: 07/28/2021] [Indexed: 11/25/2022] Open
Abstract
Mental wellbeing amongst the general population is languishing—exacerbated by the Coronavirus Disease 2019 (COVID-19) pandemic. Digital mental health promotion interventions, that improve mental health literacy and encourage adoption of evidence-informed practical strategies are essential. However, attrition and non-adherence are problematic in digital interventions. Human support is often applied as an antidote; yet, there is a paucity of randomized trials that compare different human support conditions amongst general population cohorts. Limited trials generally indicate that human support has little influence on adherence or outcomes in DMHPIs. However, providing participants autonomy to self-select automated support options may enhance motivation and adherence.
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Affiliation(s)
- Melanie Elise Renfrew
- Lifestyle Medicine and Health Research Center, Avondale University College, Cooranbong, NSW, Australia
| | - Darren Peter Morton
- Lifestyle Medicine and Health Research Center, Avondale University College, Cooranbong, NSW, Australia
| | - Jason Kyle Morton
- Lifestyle Medicine and Health Research Center, Avondale University College, Cooranbong, NSW, Australia
| | - Geraldine Przybylko
- Lifestyle Medicine and Health Research Center, Avondale University College, Cooranbong, NSW, Australia
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Levin ME, Petersen JM, Durward C, Bingeman B, Davis E, Nelson C, Cromwell S. A randomized controlled trial of online acceptance and commitment therapy to improve diet and physical activity among adults who are overweight/obese. Transl Behav Med 2021; 11:1216-1225. [PMID: 33289785 DOI: 10.1093/tbm/ibaa123] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Acceptance and commitment therapy (ACT) has shown benefit for improving diet, physical activity, and weight among adults who are overweight and obese. However, research to-date in this area has primarily evaluated ACT delivered through in-person interventions, which has more limited access relative to online formats. The present study evaluated an online guided self-help program that integrated ACT with nutrition education to improve healthy eating and physical activity. A sample of 79 adults who were overweight/obese was randomized to receive the 8-week ACT on Health program plus weekly phone coaching or to a waitlist. Participants completed 5.5 ACT sessions on average (out of 8) and reported moderately high program satisfaction. Participants in the ACT condition improved significantly more than the waitlist at posttreatment on the primary outcome of healthy eating index (HEI; based on 24-hr recall assessments) and almost all secondary outcomes assessing self-reported eating behaviors, weight, mental health, weight self-stigma, and psychological inflexibility. However, no intervention effects were found for self-reported physical activity. At 8-week follow-up, improvements were maintained for most outcomes in the ACT condition, but not for the HEI. Improvements in psychological inflexibility mediated treatment effects on some outcomes, but not HEI or weight. Overall, delivering ACT through online guided self-help combined with nutrition education appears promising for improving healthy eating, weight, and self-stigma, but results for physical activity and long-term behavior change are unclear, possibly due to limitations in the ACT on Health program.
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37
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Johnsen HM, Haddeland K. User evaluation of a therapist-guided internet-delivered treatment program for anxiety disorders: A qualitative study. Internet Interv 2021; 25:100389. [PMID: 33996506 PMCID: PMC8091870 DOI: 10.1016/j.invent.2021.100389] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Revised: 03/27/2021] [Accepted: 04/12/2021] [Indexed: 11/25/2022] Open
Abstract
Therapist-guided internet-based cognitive behaviour therapy (ICBT) has been proposed as a potential means to increase individuals' access to quality mental health care and effective treatment. Guided ICBT aims to increase a patient's knowledge and competence to better cope with their disorder. Despite the growing evidence supporting the effects of guided ICBT, there is remarkably little research on the different factors that are important for patients to achieve effects from using such digital treatment interventions. Thus, the aim of this study was to conduct a user evaluation of a therapist-guided ICBT program using the updated DeLone and McLean (D&M) model for measuring information systems (IS) success or effectiveness. This model includes the following six dimensions: system quality, information quality, service quality, intention to use and use, user satisfaction, and net benefits (impacts or effect). Ten users of a Norwegian therapist-guided ICBT program for treating anxiety disorders named 'Assisted Self-Help' (Assistert Selvhjelp) participated in phone-based individual interviews. Data were analysed using directed content analysis. Results showed that the participants were quite satisfied with the program's system quality and information quality. However, participants suggested improvements, including in-program instruction, improved visibility of system status, more flexibility regarding automated measurement surveys, and the inclusion of more videos with patient stories. Further, the results indicated a need for improvement in the service quality of guided ICBT introduction, instruction, follow-up, guidance, and support from therapists. The results showed that user friendliness and high educational content might not be sufficient for a therapist-guided ICBT program to be perceived as effective. It might also be necessary for therapists to provide follow-up, guidance, and support that are more in line with individual patient needs. Thus, the results suggest that guided ICBT requires active participation from all involved in the process, including the therapist.
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Affiliation(s)
- Hege Mari Johnsen
- Corresponding author at: Department of Health and Nursing Science, Faculty of Health and Sport Sciences, University of Agder, PO Box 509, 4898 Grimstad, Norway.
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Renfrew ME, Morton DP, Northcote M, Morton JK, Hinze JS, Przybylko G. Participant Perceptions of Facilitators and Barriers to Adherence in a Digital Mental Health Intervention for a Nonclinical Cohort: Content Analysis. J Med Internet Res 2021; 23:e25358. [PMID: 33851925 PMCID: PMC8082377 DOI: 10.2196/25358] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Revised: 12/17/2020] [Accepted: 03/18/2021] [Indexed: 01/19/2023] Open
Abstract
Background Digital mental health promotion interventions (MHPIs) present a scalable opportunity to attenuate the risk of mental health distress among nonclinical cohorts. However, adherence is frequently suboptimal, and little is known about participants’ perspectives concerning facilitators and barriers to adherence in community-based settings. Objective This study aimed to examine participants’ perceptions of facilitators and barriers to adherence in a web- and mobile app–based MHPI for a nonclinical cohort. Methods This qualitative study used inductive, reflexive thematic analysis to explore free-text responses in a postintervention evaluation of a 10-week digital MHPI. The intervention was administered using a web and mobile app from September to December 2018. Participants (N=320) were Australian and New Zealand members of a faith-based organization who self-selected into the study, owned a mobile phone with messaging capability, had an email address and internet access, were fluent in English, provided informed consent, and gave permission for their data to be used for research. The postintervention questionnaire elicited participants’ perceptions of facilitators and barriers to adherence during the intervention period. Results Key factors that facilitated adherence were engaging content, time availability and management, ease of accessibility, easy or enjoyable practical challenges, high perceived value, and personal motivation to complete the intervention. The primary perceived barrier to adherence was the participants’ lack of time. Other barriers included completing and recording practical activities, length of video content, technical difficulties, and a combination of personal factors. Conclusions Time scarcity was the foremost issue for the nonclinical cohort engaged in this digital MHPI. Program developers should streamline digital interventions to minimize the time investment for participants. This may include condensed content, optimization of intuitive web and app design, simplified recording of activities, and greater participant autonomy in choosing optional features. Nonetheless, participants identified a multiplicity of other interindividual factors that facilitated or inhibited adherence.
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Affiliation(s)
- Melanie Elise Renfrew
- Lifestyle Medicine and Health Research Centre, Avondale University College, Cooranbong, NSW, Australia
| | - Darren Peter Morton
- Lifestyle Medicine and Health Research Centre, Avondale University College, Cooranbong, NSW, Australia
| | - Maria Northcote
- Lifestyle Medicine and Health Research Centre, Avondale University College, Cooranbong, NSW, Australia
| | - Jason Kyle Morton
- Lifestyle Medicine and Health Research Centre, Avondale University College, Cooranbong, NSW, Australia
| | - Jason Scott Hinze
- Lifestyle Medicine and Health Research Centre, Avondale University College, Cooranbong, NSW, Australia
| | - Geraldine Przybylko
- Lifestyle Medicine and Health Research Centre, Avondale University College, Cooranbong, NSW, Australia
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Stephenson KR, Zippan N, Brotto LA. Feasibility of a cognitive behavioral online intervention for women with Sexual Interest/Arousal Disorder. J Clin Psychol 2021; 77:1877-1893. [PMID: 33831258 DOI: 10.1002/jclp.23137] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 01/22/2021] [Accepted: 03/12/2021] [Indexed: 11/11/2022]
Abstract
OBJECTIVES Difficulties with sexual desire and arousal are common in women, but most lack access to effective treatment such as cognitive-behavioral therapy (CBT). eSense is a recently created online CBT intervention for sexual difficulties with promising evidence of usability. The current study assessed the feasibility of women completing the full eSense CBT program without guidance. METHODS Eleven women with Sexual Interest/Arousal Disorder completed eSense and provided feedback via semi-structured interviews. RESULTS Participants reported high satisfaction with eSense's functionality, improved knowledge about sexuality, greater awareness of their thought patterns, and better perspective around their sexual difficulties. Despite some difficulty completing homework, participants exhibited statistically significant pre-post improvements in sexual desire (d = 1.04), sexual arousal (d = 1.83), sexual satisfaction (d = 1.35), and sexual distress (d = 1.79). CONCLUSION The findings add to the growing evidence that self-guided online interventions are feasible and potentially efficacious in treating female sexual dysfunction.
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Affiliation(s)
| | - Natasha Zippan
- Department of Psychology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Lori A Brotto
- Department of Obstetrics and Gynaecology, University of British Columbia, Vancouver, British Columbia, Canada
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Discovering Common Elements of Empirically Supported Self-Help Interventions for Depression in Primary Care: a Systematic Review. J Gen Intern Med 2021; 36:869-880. [PMID: 33564943 PMCID: PMC8042082 DOI: 10.1007/s11606-020-06449-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: 11/13/2019] [Accepted: 12/13/2020] [Indexed: 10/22/2022]
Abstract
BACKGROUND Although the efficacy of self-help cognitive-behavioral therapy (CBT) for depression has been well established, its feasibility in primary care settings is limited because of time and resource constraints. The goal of this study was to identify common elements of empirically supported (i.e., proven effective in controlled research) self-help CBTs and frameworks for effective use in practice. METHODS Randomized controlled trials (RCTs) for self-help CBTs for depression in primary care were systematically identified in Pubmed, PsycINFO, and CENTRAL. The distillation and matching model approach was used to abstract commonly used self-help techniques (practice elements). Study contexts associated with unique combinations of intervention elements were explored, including total human support dose (total face-to-face, telephone, and personalized email contact time recommended by the protocol), effective symptom domain (depression vs. general psychological distress), and severity of depression targeted by the study. Relative contribution to intervention success was estimated for individual elements and human support by conditional probability (CP, proportion of the number of times each element appeared in a successful intervention to the number of times it was used in the interventions identified by the review). RESULTS Twenty-one interventions (12 successful) in 20 RCTs and 21 practice elements were identified. Cognitive restructuring, behavioral activation, and homework assignment were elements appearing in > 80% of successful interventions. The dose of human support was positively associated with the proportion of interventions that were successful in a significant linear fashion (CPs: interventions with no support, 0.20; 1-119 min of support, 0.60; 120 min of support, 0.83; p = 0.042). In addition, human support increased the probability of success for most of the extracted elements. Only social support activation, homework assignment, and interpersonal skills were highly successful (CPs ≥ 0.60) when minimal support was provided. DISCUSSION These findings suggest that human support is an important component in creating an evidence-informed brief self-help program compatible with primary care settings.
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Quiñonez-Freire C, Vara MD, Herrero R, Mira A, García-Palacios A, Botella C, Baños RM. Cultural adaptation of the Smiling is Fun program for the treatment of depression in the Ecuadorian public health care system: A study protocol for a randomized controlled trial. Internet Interv 2021; 23:100352. [PMID: 33335847 PMCID: PMC7733006 DOI: 10.1016/j.invent.2020.100352] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 10/13/2020] [Accepted: 10/28/2020] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Depression is one of the world's major health problems. Due to its high prevalence, it constitutes the first cause of disability among the Americas, where only a very low percentage of the population receives the adequate evidence-based psychological treatment. Internet-Based Interventions (IBIs) are a great alternative to reduce the treatment gap for mental disorders. Although there are several studies in low-and middle-income countries proving IBIs' feasibility and acceptability, there is still little evidence of the effectiveness in diverse social and cultural contexts such as Latin America. METHODS Two studies will be described: Study 1 is focused on the cultural adaptation of a cognitive-behavioral IBI Smiling is Fun (Botella et al. 2012, 2015) for Ecuadorian population with depression based on the procedure by Salamanca-Sanabria et al. (2018). Study 2 describes the design of a randomized controlled trial to test the preliminary efficacy of the culturally adapted intervention in a Public Health Care setting. A total of 153 patients with mild to moderate degree of depression as assessed with the Mini-International Neuropsychiatric Interview (M.I.N.I.) and the Patient Health Questionnaire-9 (PHQ-9) will be randomly assigned to either an IBI group using only automated support by the system; an IBI group including also minimal human support; or a waiting list group. The primary outcome (depression) and secondary outcomes (e.g., anxiety, affect, quality of life) will be collected at baseline, 3, 6 and 12 months. Mixed-model analyses with no ad hoc imputations will be conducted. DISCUSSION This paper is pioneering in exploring the role of an Internet-based culturally adapted intervention for depression in a public care context in Ecuador. Results obtained will offer new insights into the viability and effectiveness of digital technologies for the psychological treatment of mental illnesses in developing countries.
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Key Words
- APOI, Attitudes Towards Psychological Online Interventions
- AQoL-6D, Assessment of Quality of Life 6 Dimensions
- BDI-II, Beck Depression Inventory-II
- CEQ, Credibility and Expectancy Questionnaire
- CONSORT, Consolidated Standards of Reporting Trials
- CRQ, Cultural Relevance Questionnaire
- CSQ, Client Satisfaction Questionnaire
- Cultural adaptation
- Depression
- E-SF, Ecuadorian Cultural Version of Smiling is Fun
- EBPTs, Evidence-Based Psychological Treatments
- GAD-7, Generalized Anxiety Disorder-7
- IBIs, Internet-Based Interventions
- ICD-10, International Classification of Diseases-10
- ICERs, Incremental Cost-Effectiveness Ratios
- Internet-based intervention
- Latin America
- M.I.N.I. 5.0, MINI International Neuropsychiatric Interview 5.0
- MCAR, Missing Completely at Random
- OASIS, Overall Anxiety Severity and Impairment Scale
- ODSIS, Overall Depression Severity and Impairment Scale
- PANAS, Positive and Negative Affect Schedule
- PC, Primary Care
- PHC, Public Health Care
- PHQ-9, Patient Health Questionnaire-9
- Public Health Care
- QALYs, Quality-Adjusted Life-Years
- RCI, Reliable Change Index
- RCT, Randomized Control Trial
- Randomized Controlled Trial
- SPIRIT, Recommendations for Interventional Trials
- SUS, System Usability Scale
- TiC-P, Trimbos/iMTA Questionnaire on Costs on Psychiatric Illnesses
- WAI-TECH-SF, Working Alliance Inventory for Online Intervention-Short Form
- WL, Waiting List
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Affiliation(s)
- Carlos Quiñonez-Freire
- Department of Personality, Evaluation and Psychological Treatments, University of Valencia, Valencia, Spain
- Mental Health Unit, Hospital Dr, Gustavo Dominguez Z, Santo Domingo, Ecuador
| | - M. Dolores Vara
- Department of Personality, Evaluation and Psychological Treatments, University of Valencia, Valencia, Spain
- CIBER Pathophysiology of Obesity and Nutrition (CB06/03), Carlos III Institute of Health, Madrid, Spain
- Polibienestar Research Institute, University of Valencia, Valencia, Spain
| | - Rocío Herrero
- Department of Personality, Evaluation and Psychological Treatments, University of Valencia, Valencia, Spain
- CIBER Pathophysiology of Obesity and Nutrition (CB06/03), Carlos III Institute of Health, Madrid, Spain
- Polibienestar Research Institute, University of Valencia, Valencia, Spain
| | - Adriana Mira
- Department of Personality, Evaluation and Psychological Treatments, University of Valencia, Valencia, Spain
| | - Azucena García-Palacios
- CIBER Pathophysiology of Obesity and Nutrition (CB06/03), Carlos III Institute of Health, Madrid, Spain
- Department of Basic Psychology, Clinical and Psychobiology, Jaume I University, Castellón, Spain
| | - Cristina Botella
- CIBER Pathophysiology of Obesity and Nutrition (CB06/03), Carlos III Institute of Health, Madrid, Spain
- Department of Basic Psychology, Clinical and Psychobiology, Jaume I University, Castellón, Spain
| | - Rosa M. Baños
- Department of Personality, Evaluation and Psychological Treatments, University of Valencia, Valencia, Spain
- CIBER Pathophysiology of Obesity and Nutrition (CB06/03), Carlos III Institute of Health, Madrid, Spain
- Polibienestar Research Institute, University of Valencia, Valencia, Spain
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Nicholas J, Knapp AA, Vergara JL, Graham AK, Gray EL, Lattie EG, Kwasny MJ, Mohr DC. An Exploratory Brief Head-To-Head Non-Inferiority Comparison of an Internet-Based and a Telephone-Delivered CBT Intervention for Adults with Depression. J Affect Disord 2021; 281:673-677. [PMID: 33246650 PMCID: PMC7856098 DOI: 10.1016/j.jad.2020.11.093] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2019] [Revised: 07/28/2020] [Accepted: 11/08/2020] [Indexed: 11/25/2022]
Abstract
BACKGROUND Telephone-administered psychotherapy (tCBT) and internet-based treatments (iCBT) may overcome barriers to mental health treatment. TCBT has demonstrated efficacy similar to traditional psychotherapy, however, few studies have compared iCBT to efficacious interventions. This exploratory study examined the noninferiority of iCBT relative to tCBT. We also explored pretreatment moderators of outcome and assessed treatment dropout. METHODS As a secondary exploratory analysis of a 304-participant randomized noninferiority trial, we compared iCBT, the first level of a stepped-care intervention, with tCBT on depression outcome after 5 weeks of treatment (prior to stepping). Multiple linear regression models were fit to examine moderators of 5-week depression. Differences in dropout were examined using Kaplan-Meier survival analysis. RESULTS After 5 weeks of treatment, both interventions significantly reduced depression severity. The effect size difference between the two interventions was d=0.004 [90% CI=-0.19 to 0.19]; the CI did not cross the non-inferiority margin. Pretreatment depression was significantly associated with depression at week 5. The relationship between cognitive strategy usefulness and depression at week 5 differed between interventions, controlling for pretreatment depression. There was no significant difference in dropout between interventions. LIMITATIONS Given the stepped-care trial design, iCBT and tCBT could not be compared at the end of treatment or follow-up. Analyses were exploratory and should be interpreted with caution. CONCLUSIONS A large sample, powered for noninferiority, found iCBT no less efficacious than tCBT at reducing depression symptoms after five weeks of treatment.
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Affiliation(s)
- Jennifer Nicholas
- Center for Behavioral Intervention Technologies, Department of Preventive Medicine, Northwestern University, Chicago Illinois, USA.
| | - Ashley A Knapp
- Center for Behavioral Intervention Technologies, Department of Preventive Medicine, Northwestern University, Chicago Illinois, USA
| | - Jessica L Vergara
- Center for Behavioral Intervention Technologies, Department of Preventive Medicine, Northwestern University, Chicago Illinois, USA
| | - Andrea K Graham
- Center for Behavioral Intervention Technologies, Department of Medical Social Sciences, Northwestern University, Chicago Illinois, USA
| | - Elizabeth L Gray
- Biostatistics Collaboration Center, Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago Illinois, USA
| | - Emily G Lattie
- Center for Behavioral Intervention Technologies, Department of Medical Social Sciences, Northwestern University, Chicago Illinois, USA
| | - Mary J Kwasny
- Biostatistics Collaboration Center, Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago Illinois, USA
| | - David C Mohr
- Center for Behavioral Intervention Technologies, Department of Preventive Medicine, Northwestern University, Chicago Illinois, USA
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Levin ME, Krafft J, Davis CH, Twohig MP. Evaluating the effects of guided coaching calls on engagement and outcomes for online acceptance and commitment therapy. Cogn Behav Ther 2021; 50:395-408. [PMID: 33433264 DOI: 10.1080/16506073.2020.1846609] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Previous research indicates mixed results for guided support with online interventions. The current secondary analysis evaluated the effects of phone coaching from a dismantling trial of online acceptance and commitment therapy (ACT) in a sample of 136 distressed college students randomized to one of three versions of an ACT website. Participants were randomized to receive email prompts alone (non-coaching condition) or email plus phone coaching (coaching condition). Results indicated no differences between the coaching and non-coaching conditions on program engagement, program satisfaction, mental health outcomes, and almost all psychological flexibility processes. However, participants in the coaching condition reported stronger pre- to posttreatment improvements in psychological inflexibility than the non-coaching condition. This effect was moderated by ACT component condition, with larger pre- to posttreatment effects from coaching on psychological inflexibility in the values/committed action condition and weaker improvements from coaching in the acceptance/defusion condition. Overall, results indicate online self-guided ACT interventions with email prompts are sufficient for addressing college student mental health and that phone coaching provided minimal additional benefit.
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Affiliation(s)
- Michael E Levin
- Department of Psychology, Utah State University, Logan, UT, USA
| | | | - Carter H Davis
- Department of Psychology, Utah State University, Logan, UT, USA
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Sander LB, Paganini S, Terhorst Y, Schlicker S, Lin J, Spanhel K, Buntrock C, Ebert DD, Baumeister H. Effectiveness of a Guided Web-Based Self-help Intervention to Prevent Depression in Patients With Persistent Back Pain: The PROD-BP Randomized Clinical Trial. JAMA Psychiatry 2020; 77:1001-1011. [PMID: 32459348 PMCID: PMC7254449 DOI: 10.1001/jamapsychiatry.2020.1021] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
IMPORTANCE Depression is a frequent comorbid condition in patients with persistent back pain and is associated with substantial adverse consequences, including the risk of developing opioid use disorders. Shifting the focus from depression treatment to preventing depression might be a viable way to reduce the disease burden. OBJECTIVE To evaluate the effectiveness of a web-based self-help intervention to reduce the incidence of major depressive episode (MDE) in patients with persistent back pain. DESIGN, SETTING, AND PARTICIPANTS Prevention of Depression in Back Pain Patients (PROD-BP) was a pragmatic, observer-blinded randomized clinical trial with a parallel design conducted in Germany. Eligible adults with a diagnosis of persistent back pain and subclinical depressive symptoms, but who were depression free, were recruited either on-site or after discharge from 82 orthopedic clinics between October 1, 2015, and July 31, 2017. All analyses were conducted according to the intention-to-treat principle from October 31, 2018, to April 30, 2019. INTERVENTIONS The intervention group received an e-coach-guided, web-based self-help intervention that was based on cognitive behavioral therapy and tailored to the needs of patients with persistent back pain. The intervention included 6 obligatory modules and 3 optional modules to be completed by participants as well as feedback from e-coaches. Both the intervention and control groups had unrestricted access to treatment as usual. MAIN OUTCOMES AND MEASURES Primary outcome was time to onset of an MDE over a 12-month period as assessed by blinded diagnostic raters using the Structured Clinical Interview for DSM-5. Secondary outcomes included depression severity, quality of life, pain intensity, pain-related disability, pain self-efficacy, work capacity, and user satisfaction assessed with a variety of instruments. RESULTS A total of 295 participants (mean [SD] age, 52.8 [7.7] years; 184 women [62.4%]) were recruited and randomized to either the intervention group (n = 149) or control group (n = 146). The intervention reduced the risk of MDE onset by 52% (hazard ratio, 0.48; 95% CI, 0.28-0.81; P < .001). Twenty-one participants (14.1%) in the intervention group and 41 participants (28.1%) in the control group experienced an MDE over the 12-month period. The number needed to treat to prevent 1 new case of MDE was 2.84 (95% CI, 1.79-9.44). CONCLUSIONS AND RELEVANCE Results of this trial showed that among patients with persistent back pain, depression can be prevented by a guided web-based self-help intervention in addition to treatment as usual. This finding suggests that using a scalable digital approach to integrate psychological treatment into routine pain management is feasible. TRIAL REGISTRATION German Clinical Trials Register Identifier: DRKS00007960.
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Affiliation(s)
- Lasse B. Sander
- Institute of Psychology, Department of Rehabilitation Psychology and Psychotherapy, Albert-Ludwigs-University of Freiburg, Freiburg, Germany
| | - Sarah Paganini
- Institute for Sports and Sport Science, Department of Sports Psychology, Albert-Ludwigs-University of Freiburg, Freiburg, Germany
| | - Yannik Terhorst
- Institute of Psychology and Education, Department of Research Methods, University of Ulm, Ulm, Germany
| | - Sandra Schlicker
- Institute of Psychology, Department of Clinical Psychology and Psychotherapy, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Jiaxi Lin
- Medical Center, Department of Psychiatry and Psychotherapy, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Kerstin Spanhel
- Institute of Psychology, Department of Rehabilitation Psychology and Psychotherapy, Albert-Ludwigs-University of Freiburg, Freiburg, Germany
| | - Claudia Buntrock
- Institute of Psychology, Department of Clinical Psychology and Psychotherapy, University of Erlangen-Nuremberg, Erlangen, Germany
| | - David D. Ebert
- Department of Clinical, Neuro and Developmental Psychology, Vrije University Amsterdam, Amsterdam, the Netherlands
| | - Harald Baumeister
- Institute of Psychology and Education, Department of Clinical Psychology and Psychotherapy, University of Ulm, Ulm, Germany
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Renfrew ME, Morton DP, Morton JK, Hinze JS, Przybylko G, Craig BA. The Influence of Three Modes of Human Support on Attrition and Adherence to a Web- and Mobile App-Based Mental Health Promotion Intervention in a Nonclinical Cohort: Randomized Comparative Study. J Med Internet Res 2020; 22:e19945. [PMID: 32990633 PMCID: PMC7556377 DOI: 10.2196/19945] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Revised: 07/22/2020] [Accepted: 08/03/2020] [Indexed: 12/21/2022] Open
Abstract
Background The escalating prevalence of mental health disorders necessitates a greater focus on web- and mobile app–based mental health promotion initiatives for nonclinical groups. However, knowledge is scant regarding the influence of human support on attrition and adherence and participant preferences for support in nonclinical settings. Objective This study aimed to compare the influence of 3 modes of human support on attrition and adherence to a digital mental health intervention for a nonclinical cohort. It evaluated user preferences for support and assessed whether adherence and outcomes were enhanced when participants received their preferred support mode. Methods Subjects participated in a 10-week digital mental health promotion intervention and were randomized into 3 comparative groups: standard group with automated emails (S), standard plus personalized SMS (S+pSMS), and standard plus weekly videoconferencing support (S+VCS). Adherence was measured by the number of video lessons viewed, points achieved for weekly experiential challenge activities, and the total number of weeks that participants recorded a score for challenges. In the postquestionnaire, participants ranked their preferred human support mode from 1 to 4 (S, S+pSMS, S+VCS, S+pSMS & VCS combined). Stratified analysis was conducted for those who received their first preference. Preintervention and postintervention questionnaires assessed well-being measures (ie, mental health, vitality, depression, anxiety, stress, life satisfaction, and flourishing). Results Interested individuals (N=605) enrolled on a website and were randomized into 3 groups (S, n=201; S+pSMS, n=202; S+VCS, n=201). Prior to completing the prequestionnaire, a total of 24.3% (147/605) dropped out. Dropout attrition between groups was significantly different (P=.009): 21.9% (44/201) withdrew from the S group, 19.3% (39/202) from the S+pSMS
group, and 31.6% (64/202) from the S+VCS group. The remaining 75.7% (458/605) registered and completed the prequestionnaire (S, n=157; S+pSMS, n=163; S+VCS, n=138). Of the registered participants, 30.1% (138/458) failed to complete the postquestionnaire (S, n=54; S+pSMS, n=49; S+VCS, n=35), but there were no between-group differences (P=.24). For the 69.9% (320/458; S, n=103; S+pSMS, n=114; S+VCS, n=103) who completed the postquestionnaire, no between-group differences in adherence were observed for mean number of videos watched (P=.42); mean challenge scores recorded (P=.71); or the number of weeks that challenge scores were logged (P=.66). A total of 56 participants (17.5%, 56/320) received their first preference in human support (S, n=22; S+pSMS, n=26; S+VCS, n=8). No differences were observed between those who received their first preference and those who did not with regard to video adherence (P=.91); challenge score adherence (P=.27); or any of the well-being measures including, mental health (P=.86), vitality (P=.98), depression (P=.09), anxiety (P=.64), stress (P=.55), life satisfaction (P=.50), and flourishing (P=.47). Conclusions Early dropout attrition may have been influenced by dissatisfaction with the allocated support mode. Human support mode did not impact adherence to the intervention, and receiving the preferred support style did not result in greater adherence or better outcomes. Trial Registration Australian New Zealand Clinical Trials Registry (ANZCTR): 12619001009101; http://www.anzctr.org.au/ACTRN12619001009101.aspx
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Affiliation(s)
- Melanie Elise Renfrew
- Lifestyle and Health Research Centre, Avondale University College, Cooranbong, Australia
| | - Darren Peter Morton
- Lifestyle and Health Research Centre, Avondale University College, Cooranbong, Australia
| | - Jason Kyle Morton
- Lifestyle and Health Research Centre, Avondale University College, Cooranbong, Australia
| | - Jason Scott Hinze
- Lifestyle and Health Research Centre, Avondale University College, Cooranbong, Australia
| | - Geraldine Przybylko
- Lifestyle and Health Research Centre, Avondale University College, Cooranbong, Australia
| | - Bevan Adrian Craig
- Lifestyle and Health Research Centre, Avondale University College, Cooranbong, Australia
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Levin ME, Krafft J, Hicks ET, Pierce B, Twohig MP. A randomized dismantling trial of the open and engaged components of acceptance and commitment therapy in an online intervention for distressed college students. Behav Res Ther 2020; 126:103557. [DOI: 10.1016/j.brat.2020.103557] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Revised: 01/09/2020] [Accepted: 01/15/2020] [Indexed: 10/25/2022]
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Renfrew ME, Morton DP, Morton JK, Hinze JS, Beamish PJ, Przybylko G, Craig BA. A Web- and Mobile App-Based Mental Health Promotion Intervention Comparing Email, Short Message Service, and Videoconferencing Support for a Healthy Cohort: Randomized Comparative Study. J Med Internet Res 2020; 22:e15592. [PMID: 31904578 PMCID: PMC6971514 DOI: 10.2196/15592] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Revised: 10/14/2019] [Accepted: 10/20/2019] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND The rapid increase in mental health disorders has prompted a call for greater focus on mental health promotion and primary prevention. Web- and mobile app-based interventions present a scalable opportunity. Little is known about the influence of human support on the outcomes of these interventions. OBJECTIVE This study aimed to compare the influence of 3 modes of human support on the outcomes (ie, mental health, vitality, depression, anxiety, stress, life satisfaction, and flourishing) of a 10-week, Web- and mobile app-based, lifestyle-focused mental health promotion intervention among a healthy adult cohort. METHODS Participants were recruited voluntarily using a combination of online and offline advertising. They were randomized, unblinded into 3 groups differentiated by human support mode: Group 1 (n=201): standard-fully automated emails (S); Group 2 (n=202): standard plus personalized SMS (S+pSMS); and Group 3 (n=202): standard plus weekly videoconferencing support (S+VCS), hosted by 1 trained facilitator. Participants accessed the intervention, including the questionnaire, on a Web-based learning management system or through a mobile app. The questionnaire, administered at pre- and postintervention, contained self-reported measures of mental well-being, including the "mental health" and "vitality" subscales from the Short Form Health Survey-36, Depression Anxiety and Stress Scale-21, Diener Satisfaction With Life Scale (SWLS), and Diener Flourishing Scale. RESULTS Of 605 potential participants, 458 (S: n=157, S+pSMS: n=163, and S+VCS: n=138) entered the study by completing registration and the preintervention questionnaire. At post intervention, 320 out of 458 participants (69.9%; S: n=103, S+pSMS: n=114, and S+VCS: n=103) completed the questionnaire. Significant within-group improvements were recorded from pre- to postintervention in all groups and in every outcome measure (P≤.001). No significant between-group differences were observed for outcomes in any measure: mental health (P=.77), vitality (P=.65), depression (P=.93), anxiety (P=.25), stress (P.57), SWLS (P=.65), and Flourishing Scale (P=.99). Adherence was not significantly different between groups for mean videos watched (P=.42) and practical activity engagement (P=.71). Participation in videoconference support sessions (VCSSs) was low; 37 out of 103 (35.9%) participants did not attend any VCSSs, and only 19 out of 103 (18.4%) attended 7 or more out of 10 sessions. Stratification within the S+VCS group revealed that those who attended 7 or more VCSSs experienced significantly greater improvements in the domains of mental health (P=.006; d=0.71), vitality (P=.005; d=0.73), depression (P=.04; d=0.54), and life satisfaction (P=.046; d=0.50) compared with participants who attended less than 7. CONCLUSIONS A Web- and mobile app-based mental health promotion intervention enhanced domains of mental well-being among a healthy cohort, irrespective of human support. Low attendance at VCSSs hindered the ability to make meaningful between-group comparisons. Supplementing the intervention with VCSSs might improve outcomes when attendance is optimized. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry (ANZCTR): 12619001009101; http://www.anzctr.org.au/ACTRN12619001009101.aspx.
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Affiliation(s)
- Melanie Elise Renfrew
- Lifestyle and Health Research Centre, Avondale University College, Cooranbong, New South Wales, Australia
| | - Darren Peter Morton
- Lifestyle and Health Research Centre, Avondale University College, Cooranbong, New South Wales, Australia
| | - Jason Kyle Morton
- Lifestyle and Health Research Centre, Avondale University College, Cooranbong, New South Wales, Australia
| | - Jason Scott Hinze
- Lifestyle and Health Research Centre, Avondale University College, Cooranbong, New South Wales, Australia
| | - Peter James Beamish
- Lifestyle and Health Research Centre, Avondale University College, Cooranbong, New South Wales, Australia
| | - Geraldine Przybylko
- Lifestyle and Health Research Centre, Avondale University College, Cooranbong, New South Wales, Australia
| | - Bevan Adrian Craig
- Lifestyle and Health Research Centre, Avondale University College, Cooranbong, New South Wales, Australia
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Wang Z, Deng Z, Wu X. Status Quo of Professional⁻Patient Relations in the Internet Era: Bibliometric and Co-Word Analyses. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:E1183. [PMID: 30986980 PMCID: PMC6480262 DOI: 10.3390/ijerph16071183] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/02/2019] [Revised: 03/27/2019] [Accepted: 03/30/2019] [Indexed: 11/28/2022]
Abstract
Background: Incidents of violence against medical staff have increased in intensity, showing the deteriorating relationship between doctors and patients in China over the past few years. In addition, professional-patient relations have been significantly affected in the Internet era in China, which has attracted great attention from many scholars. This study aims to analyze the research status of professional-patient relations in the Internet era in China and further reveal its research pattern and trends. Methods: This study collected journal articles published during the past 21 years from the Wanfang Data Knowledge Service Platform. Then, bibliometric analysis was carried out, including publication growth, core author and collaborative degree, highly cited papers, journal distribution, and institution distribution analyses. We also analyzed the subject heading-source literature matrix and co-occurrence matrix of keywords through hierarchical cluster, social network, and strategic diagram analyses. Results: The number of articles has continually risen since 1998, which follows the growth law of literature. Furthermore, the distribution of these studies obeys Bradford's law of scattering, and mainly concentrates on the fields of medicine and health technology. The distribution of high-frequency keywords follows Zipf's law. Conclusions: We identified eight focal research directions, namely: website building (especially for professional-patient interaction), telemedicine, professional-patient communication and network public opinion, professional-patient contradiction and health education, new media, follow-up interaction platform, healthcare reform and computer network, and medical ethics.
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Affiliation(s)
- Zekun Wang
- School of Medicine and Health Management, Huazhong University of Science and Technology, Wuhan 430030, China.
| | - Zhaohua Deng
- School of Medicine and Health Management, Huazhong University of Science and Technology, Wuhan 430030, China.
| | - Xiang Wu
- School of Medicine and Health Management, Huazhong University of Science and Technology, Wuhan 430030, China.
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Apolinário-Hagen J. Internet-Delivered Psychological Treatment Options for Panic Disorder: A Review on Their Efficacy and Acceptability. Psychiatry Investig 2019; 16:37-49. [PMID: 30122031 PMCID: PMC6354039 DOI: 10.30773/pi.2018.06.26] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Accepted: 06/26/2018] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Internet-delivered psychological treatments have been suggested as a chance to expand the access to professional help. However, little is known about the usefulness of different support formats and approaches of digital treatments for panic disorder among clinicians. OBJECTIVE This narrative review aimed to explore the recent evidence base on the efficacy and acceptability of different internet-delivered treatments for adults with panic disorder. METHODS A systematic search in electronic databases (Pubmed/Medline, PSYNDEX) and a hand search were performed to identify articles on randomized controlled trials published within the past five years (2012/12/10-2017/12/12) in English peer-reviewed journals. RESULTS Eight studies (1,013 participants) involving 10 interventions met the inclusion criteria. Nine interventions were primarly based on Cognitive Behavioral Therapy principles. Most interventions were effective, when compared to a control condition (6 of 8 comparisons). Minimal guidance was associated with improved outcomes in one study and adherence in two studies (3 comparisons). Furthermore, no differences were found based on treatment approach (2 comparisons). Regarding acceptability, the attrition rates were moderate to high, ranging from 9.8% to 42.1% of randomized participants. Adherence rates also varied largely (7.8-75%), whereas participant satisfaction of program completers was assessed overall high (5 studies). CONCLUSION Diverse effective internet-delivered treatments are available for the self-management of panic symptoms. Especially selfguided and transdiagnostic Cognitive Behavioral Therapy approaches appear being efficient options for the dissemination in routine care. However, due to the limited evidence base, further efforts are required to improve the actual uptake of internet-delivered treatments and identify moderators of outcomes.
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