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Cross SP, Alvarez-Jimenez M. The digital cumulative complexity model: a framework for improving engagement in digital mental health interventions. Front Psychiatry 2024; 15:1382726. [PMID: 39290300 PMCID: PMC11405244 DOI: 10.3389/fpsyt.2024.1382726] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 08/14/2024] [Indexed: 09/19/2024] Open
Abstract
Mental health disorders affect a substantial portion of the global population. Despite preferences for psychotherapy, access remains limited due to various barriers. Digital mental health interventions (DMHIs) have emerged to increase accessibility, yet engagement and treatment completion rates are concerning. Evidence across healthcare where some degree of self-management is required show that treatment engagement is negatively influenced by contextual complexity. This article examines the non-random factors influencing patient engagement in digital and face-to-face psychological therapies. It reviews established models and introduces an adapted version of the Cumulative Complexity Model (CuCoM) as a framework for understanding engagement in the context of digital mental health. Theoretical models like the Fogg Behavior Model, Persuasive System Design, Self-Determination Theory, and Supportive Accountability aim to explain disengagement. However, none adequately consider these broader contextual factors and their complex interactions with personal characteristics, intervention requirements and technology features. We expand on these models by proposing an application of CuCoM's application in mental health and digital contexts (known as DiCuCoM), focusing on the interplay between patient burden, personal capacity, and treatment demands. Standardized DMHIs often fail to consider individual variations in burden and capacity, leading to engagement variation. DiCuCoM highlights the need for balancing patient workload with capacity to improve engagement. Factors such as life demands, burden of treatment, and personal capacity are examined for their influence on treatment adherence. The article proposes a person-centered approach to treatment, informed by models like CuCoM and Minimally Disruptive Medicine, emphasizing the need for mental healthcare systems to acknowledge and address the unique burdens and capacities of individuals. Strategies for enhancing engagement include assessing personal capacity, reducing treatment burden, and utilizing technology to predict and respond to disengagement. New interventions informed by such models could lead to better engagement and ultimately better outcomes.
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Affiliation(s)
- Shane P Cross
- Orygen Digital, Orygen, Parkville, Melbourne, VIC, Australia
- Centre for Youth Mental Health, University of Melbourne, Melbourne, VIC, Australia
| | - Mario Alvarez-Jimenez
- Orygen Digital, Orygen, Parkville, Melbourne, VIC, Australia
- Centre for Youth Mental Health, University of Melbourne, Melbourne, VIC, Australia
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Nahas C, Gandit M, Quillion-Dupré L, Monfort E. How to engage patients in computerized cognitive training: a cognitive rehabilitation expert's perspective. Disabil Rehabil Assist Technol 2024; 19:2306-2318. [PMID: 37994038 DOI: 10.1080/17483107.2023.2284879] [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: 05/31/2023] [Accepted: 11/08/2023] [Indexed: 11/24/2023]
Abstract
PURPOSE The relationship between a patient and their therapist plays a crucial role in patient engagement. While Computerized Cognitive Training (CCT) may assist in preserving cognitive skills in cases of aging, dementia or acquired brain injuries, its effectiveness has not been definitively proven. Improving user engagement, acceptance, and software usability could aid in addressing this issue. The present study aims to identify potential obstacles and facilitators by examining the perspectives of rehabilitation professionals on the current usage of CCT software. METHODS Semi-structured interviews were conducted with 16 rehabilitation professionals, familiar with a CCT software. The data were transcribed and followed by an independent iterative thematic analysis. RESULTS Two major themes were identified: (1) facilitating factors and (2) difficulties related to use. The main obstacles were difficulties related to the computerized nature of the exercises, technology use, understanding the software and general learning difficulties. The main facilitators were the ecological and novel nature of the exercises, and the adaptability of the difficulty levels. CONCLUSION The complexity of the CCT presents challenges for its usage by rehabilitation professionals, which in turn can impede patient utilization as well. To address this issue and promote sustainable use of the software, providing instruction delivery to facilitate learning and understanding of the CCT is essential. Additionally, creating a standardized foundation that therapists can refer to for guidance may also aid in optimizing the software's usage. It is recommended to utilize a model for CCT acceptability and acceptance in developing these solutions to enhance patient engagement.
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Affiliation(s)
- Christelle Nahas
- TIMC Laboratory, Universite Grenoble Alpes, CNRS, UMR 5525, VetAgro Sup, Grenoble INP, Grenoble, France
- LIP/PC2S, EA 4145, Universite Grenoble Alpes, Grenoble, France
- COVIRTUA Healthcare, Colomiers, France
| | - Marc Gandit
- LIP/PC2S, EA 4145, Universite Grenoble Alpes, Grenoble, France
| | | | - Emmanuel Monfort
- TIMC Laboratory, Universite Grenoble Alpes, CNRS, UMR 5525, VetAgro Sup, Grenoble INP, Grenoble, France
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Batterham PJ, Gulliver A, Heffernan C, Calear AL, Werner-Seidler A, Turner A, Farrer LM, Chatterton ML, Mihalopoulos C, Berk M. A Brief Workplace Training Program to Support Help-Seeking for Mental Ill-Health: Protocol for the Helipad Cluster Randomized Controlled Trial. JMIR Res Protoc 2024; 13:e55529. [PMID: 38787608 PMCID: PMC11161717 DOI: 10.2196/55529] [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: 12/18/2023] [Revised: 03/25/2024] [Accepted: 04/19/2024] [Indexed: 05/25/2024] Open
Abstract
BACKGROUND Most people with mental health problems do not seek help, with delays of even decades in seeking professional help. Lack of engagement with professional mental health services can lead to poor outcomes and functional impairment. However, few effective interventions have been identified to improve help-seeking in adults, and those that exist are not widely implemented to deliver public health impact. Co-designing interventions with people with lived experience of mental ill-health and other relevant stakeholders is critical to increase the likelihood of uptake and engagement with these programs. OBJECTIVE This study aims to (1) test the effectiveness of a co-designed help-seeking program on increasing professional help-seeking intentions in employees in a workplace setting; (2) determine whether the program reduces mental illness stigma and improves help-seeking intentions and behavior, mental health literacy, mental health symptoms, and work and activity functioning relative to the control condition; (3) explore factors that facilitate broader implementation of the co-designed program; and (4) explore the cost-effectiveness of the co-designed program compared to the control condition over 6 months. METHODS A 2-arm cluster randomized controlled trial will be conducted (target sample: N=900 from 30 to 36 workplaces, with n=25 to 35 participants per workplace). The trial will compare the relative effectiveness of an enhanced interactive program (intervention condition) with a standard psychoeducation-alone program (active control condition) on the primary outcome of professional help-seeking intentions as measured by the General Help-Seeking Questionnaire. Secondary outcomes include the impact on mental illness stigma; mental health literacy; help-seeking attitudes and behavior; work and activity functioning; quality of life; and symptoms of mental ill-health including depression, anxiety, and general psychological distress. RESULTS Facilitators of and risks to the trial are identified and addressed in this protocol. Recruitment of workplaces is scheduled to commence in the first quarter of 2024. CONCLUSIONS If effective, the program has the potential to be ready for rapid dissemination throughout Australia, with the potential to increase appropriate and efficient service use across the spectrum of evidence-based services. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry (ANZCTR) ACTRN12623000270617p; https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=385376. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) PRR1-10.2196/55529.
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Affiliation(s)
- Philip J Batterham
- Centre for Mental Health Research, College of Health and Medicine, The Australian National University, Acton, Australia
| | - Amelia Gulliver
- Centre for Mental Health Research, College of Health and Medicine, The Australian National University, Acton, Australia
| | - Cassandra Heffernan
- Centre for Mental Health Research, College of Health and Medicine, The Australian National University, Acton, Australia
| | - Alison L Calear
- Centre for Mental Health Research, College of Health and Medicine, The Australian National University, Acton, Australia
| | | | - Alyna Turner
- Deakin University, School of Medicine, IMPACT, The Institute for Mental and Physical Health and Clinical Translation, Geelong, Australia
| | - Louise M Farrer
- Centre for Mental Health Research, College of Health and Medicine, The Australian National University, Acton, Australia
| | - Mary Lou Chatterton
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Cathrine Mihalopoulos
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Michael Berk
- Deakin University, School of Medicine, IMPACT, The Institute for Mental and Physical Health and Clinical Translation, Geelong, Australia
- Orygen, The National Centre of Excellence in Youth Mental Health, Centre for Youth Mental Health, Florey Institute for Neuroscience and Mental Health and the Department of Psychiatry, The University of Melbourne, Melbourne, Australia
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4
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Cho S, Bastien L, Petrovic J, Böke BN, Heath NL. The Role of Mental Health Stigma in University Students' Satisfaction With Web-Based Stress Management Resources: Intervention Study. JMIR Form Res 2024; 8:e50018. [PMID: 38573758 PMCID: PMC11027058 DOI: 10.2196/50018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 01/17/2024] [Accepted: 01/18/2024] [Indexed: 04/05/2024] Open
Abstract
BACKGROUND University students frequently report elevated levels of stress and mental health difficulties. Thus, the need to build coping capacity on university campuses has been highlighted as critical to mitigating the negative effects of prolonged stress and distress among students. Since the COVID-19 pandemic, web-based stress management resources such as infographics and web-based workshops have been central to supporting university students' mental health and well-being. However, there is a lack of research on students' satisfaction with and uptake of these approaches. Furthermore, mental health stigma has been suggested to have not only fueled the emergence of these web-based approaches to stress management but may also influence students' help-seeking behaviors and their satisfaction with and uptake of these resources. OBJECTIVE This study explored potential differences in students' satisfaction and strategy use in response to an interactive infographic (an emerging resource delivery modality) presenting stress management strategies and a web-based workshop (a more common modality) presenting identical strategies. This study also examined the relative contribution of students' strategy use and family-based mental health stigma in predicting their sustained satisfaction with the 2 web-based stress management approaches. METHODS University students (N=113; mean age 20.93, SD 1.53 years; 100/113, 88.5% women) completed our web-based self-report measure of family-based mental health stigma at baseline and were randomly assigned to either independently review an interactive infographic (n=60) or attend a synchronous web-based workshop (n=53). All participants reported their satisfaction with their assigned modality at postintervention (T1) and follow-up (T2) and their strategy use at T2. RESULTS Interestingly, a 2-way mixed ANOVA revealed no significant group × time interaction or main effect of group on satisfaction. However, there was a significant decrease in satisfaction from T1 to T2, despite relatively high levels of satisfaction being reported at both time points. In addition, a 1-way ANOVA revealed no significant difference in strategy use between groups. Results from a hierarchical multiple regression revealed that students' strategy use positively predicted T2 satisfaction in both groups. However, only in the web-based workshop group did family-based mental health stigma predict T2 satisfaction over and above strategy use. CONCLUSIONS While both approaches were highly satisfactory over time, findings highlight the potential utility of interactive infographics since they are less resource-intensive than web-based workshops and students' satisfaction with them is not impacted by family-based mental health stigma. Moreover, although numerous intervention studies measure satisfaction at a single time point, this study highlights the need for tracking satisfaction over time following intervention delivery. These findings have implications for student service units in the higher education context, emphasizing the need to consider student perceptions of family-based mental health stigma and preferences regarding delivery format when designing programming aimed at bolstering students' coping capacity.
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Affiliation(s)
- Sohyun Cho
- Department of Educational and Counselling Psychology, McGill University, Montreal, QC, Canada
| | - Laurianne Bastien
- Department of Educational and Counselling Psychology, McGill University, Montreal, QC, Canada
| | - Julia Petrovic
- Department of Educational and Counselling Psychology, McGill University, Montreal, QC, Canada
| | - Bilun Naz Böke
- Department of Educational and Counselling Psychology, McGill University, Montreal, QC, Canada
| | - Nancy L Heath
- Department of Educational and Counselling Psychology, McGill University, Montreal, QC, Canada
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Busby Grant J, Gulliver A, Calear AL, Farrer LM, Batterham PJ. "I don't have time": an exploration of the role of time pressures in acceptance of internet interventions for mental health. J Ment Health 2024; 33:169-176. [PMID: 37212332 DOI: 10.1080/09638237.2023.2210663] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Accepted: 03/23/2023] [Indexed: 05/23/2023]
Abstract
BACKGROUND Internet interventions for common mental disorders are widely available, effective, and economical, yet community uptake remains low. One consistently cited reason for not engaging in mental health interventions is lack of time. AIMS This research examined whether lack of time as a rationale for not using online interventions reflects real time scarcity, and whether time availability impacts intention to use interventions. METHODS A nationally representative sample (N = 1094, 51% women) reported their time use in activity categories for a typical week. Participants rated their acceptance and likelihood of use of mental health internet interventions, and completed mental health symptom, help-seeking and stigma measures. RESULTS Amount of leisure time reported by participants was not associated with acceptance or likelihood of use of internet interventions for mental health. However, respondents who worked longer hours ranked time and effort factors as more influential in their intention to use internet-based mental health programs. Younger respondents and those with greater help-seeking attitudes reported higher acceptance of use. CONCLUSION These findings suggest lack of time is not a direct barrier to use of internet interventions, and that perceived time scarcity may be masking real barriers to uptake.
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Affiliation(s)
- Janie Busby Grant
- Discipline of Psychology, Faculty of Health, University of Canberra, Canberra, Australia
| | - Amelia Gulliver
- Centre for Mental Health Research, National Centre for Epidemiology and Population Health, The Australian National University, Canberra, Australia
| | - Alison L Calear
- Centre for Mental Health Research, National Centre for Epidemiology and Population Health, The Australian National University, Canberra, Australia
| | - Louise M Farrer
- Centre for Mental Health Research, National Centre for Epidemiology and Population Health, The Australian National University, Canberra, Australia
| | - Philip J Batterham
- Centre for Mental Health Research, National Centre for Epidemiology and Population Health, The Australian National University, Canberra, Australia
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Corrigan JP, Browne D, Gilsenan J, Irons C. Evaluating a brief online compassion-focused intervention for intensive care nurses. Nurs Crit Care 2024; 29:303-306. [PMID: 36428235 DOI: 10.1111/nicc.12860] [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: 04/08/2022] [Revised: 09/16/2022] [Accepted: 11/02/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND High levels of stress have been found within health care staff, particularly in the nursing population, which is somewhat attributed to the Covid-19 pandemic. The development of self-compassion, a protective psychological construct, may promote well-being in the health care staff population. As part of a service development project, the authors delivered and evaluated a brief online compassion-focused intervention with nurses working within Intensive Care Units (ICUs). AIMS Aims were to explore feasibility within the ICU nursing population and consider potential benefits to psychological well-being. METHODS ICU nurses registered for an online, 4 week, compassion-focused intervention as part of a service development project. Measures of compassion, burnout, trauma, and the emotional climate of their work environment were analysed in two groups; those who completed the intervention and those who did not. Baseline and post-intervention measures were analysed to infer the potential benefits of the intervention. RESULTS Compared with their baseline scores, those who completed the intervention showed improvements on measures of compassion, soothing in emotional climate, and reductions in burnout, trauma and threat in emotional climate. At baseline, those who did not complete the intervention scored lower on measures of compassion and soothing within their emotional climate, as well as higher levels of trauma and threat within the emotional climate, compared with those who engaged with the intervention. CONCLUSIONS Brief online compassion-focused interventions may be a useful platform to promote well-being in ICU nurses, but possibly only for those who have a pre-established level of self-compassion. RELEVANCE TO CLINICAL PRACTICE This study demonstrates the value of offering online interventions to improve the mental health of nursing staff. The findings suggest that nurses may benefit from being offered online interventions as welll as traditional psychological interventions. This may shape further service provision by offering nurses who require support a wider range of treatment options.
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Affiliation(s)
- J P Corrigan
- Department of Clinical Psychology, Occupational Health Service, Belfast Health and Social Care Trust, Belfast, Northern Ireland
| | - Dympna Browne
- Department of Clinical Psychology, Occupational Health Service, Belfast Health and Social Care Trust, Belfast, Northern Ireland
| | - Jane Gilsenan
- Department of Psychology, Queens University Belfast, Belfast, Northern Ireland
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Aye LM, Tan MM, Schaefer A, Thurairajasingam S, Geldsetzer P, Soon LK, Reininghaus U, Bärnighausen T, Su TT. Self-help digital mental health intervention in improving burnout and mental health outcomes among healthcare workers: A narrative review. Digit Health 2024; 10:20552076241278313. [PMID: 39257871 PMCID: PMC11384540 DOI: 10.1177/20552076241278313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Accepted: 08/09/2024] [Indexed: 09/12/2024] Open
Abstract
Background Healthcare workers face burnout from high job demands and prolonged working conditions. While mental health services are available, barriers to access persist. Evidence suggests digital platforms can enhance accessibility. However, there is a lack of systematic reviews on the effectiveness of digital mental health interventions (DMHIs) for healthcare professionals. This review aims to synthesize evidence on DMHIs' effectiveness in reducing burnout, their acceptability by users, and implementation lessons learned. Method This Preferred Reporting Items for Systematic Review and Meta-Analyses (PRISMA)-guided review included 12 RCTs on DMHIs for healthcare professionals, published before 31 May 2024. The primary focus was on burnout, with secondary outcomes related to mental health and occupation. Quality appraisal used Cochrane risk of bias tools. A narrative synthesis explored DMHIs' effectiveness, acceptability, utilization, and implementation lessons. Results Significant improvements in mental health outcomes were observed in 10 out of 16 RCTs. Burnout and its constructs showed significant improvement in five RCTs. Studies that measured the acceptability of the interventions reported good acceptability. Factors such as attrition, intervention design and duration, cultural sensitivities, flexibility and ease of use, and support availability were identified as key implementation considerations. Conclusions Web-based DMHIs positively impact burnout, mental health, and occupational outcomes among healthcare professionals, as shown in most RCTs. Future research should enhance DMHIs' effectiveness and acceptability by addressing identified factors. Increasing awareness of DMHIs' benefits will foster acceptance and positive attitudes. Lessons indicate that improving user engagement and effectiveness requires a multifaceted approach.
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Affiliation(s)
- Lwin M Aye
- South East Asia Community Observatory (SEACO) and Global Public Health, Jeffrey Cheah School of Medicine and Health Science, Monash University, Selangor, Malaysia
- Department of Public Health and Community Medicine, IMU University, Kuala Lumpur, Malaysia
| | - Min M Tan
- South East Asia Community Observatory (SEACO) and Global Public Health, Jeffrey Cheah School of Medicine and Health Science, Monash University, Selangor, Malaysia
- Real World Solutions, IQVIA Asia Pacific, Petaling Jaya, Selangor, Malaysia
| | | | - Sivakumar Thurairajasingam
- South East Asia Community Observatory (SEACO) and Global Public Health, Jeffrey Cheah School of Medicine and Health Science, Monash University, Selangor, Malaysia
| | - Pascal Geldsetzer
- Division of Primary Care and Population Health, Department of Medicine, Stanford University, Stanford, CA, USA
| | - Lay K Soon
- School of Information Technology, Monash University, Selangor, Malaysia
| | - Ulrich Reininghaus
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
- ESRC Centre for Society and Mental Health, King's College London, London, UK
- Centre for Epidemiology and Public Health, Health Service and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Till Bärnighausen
- Heidelberg Institute of Global Health, Faculty of Medicine, University of Heidelberg, Heidelberg, Baden-Württemberg, Germany
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Tin T Su
- South East Asia Community Observatory (SEACO) and Global Public Health, Jeffrey Cheah School of Medicine and Health Science, Monash University, Selangor, Malaysia
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Nomeikaite A, Gelezelyte O, Berger T, Andersson G, Kazlauskas E. Exploring reasons for usage discontinuation in an internet-delivered stress recovery intervention: A qualitative study. Internet Interv 2023; 34:100686. [PMID: 37942059 PMCID: PMC10628352 DOI: 10.1016/j.invent.2023.100686] [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: 07/31/2023] [Revised: 10/13/2023] [Accepted: 10/23/2023] [Indexed: 11/10/2023] Open
Abstract
Internet-delivered cognitive behavioral therapy (ICBT) interventions can be as effective as traditional face-to-face therapy for various mental health conditions. However, a significant challenge these online interventions face is the high rate of people who start but then stop using the program. This early discontinuation can be seen as incomplete treatment and can reduce the potential benefits for users. By exploring why people stop using ICBT programs, we can better understand how to address this problem. This study aimed to examine the experiences of healthcare workers who had stopped using a therapist-guided internet-delivered stress recovery program to gain deeper insights into usage attrition. We conducted semi-structured interviews with twelve participants who were female healthcare workers ranging in age from 24 to 68 years (M = 44.67, SD = 11.80). Telephone interviews were conducted and the data were transcribed and analyzed using thematic analysis. Qualitative data analysis revealed that most participants had multiple reasons for discontinuing the program. They identified both barriers and facilitators to using the program, which could be categorized as either personal or program related. Personal aspects included life circumstances, personal characteristics, and psychological responses to the program. Program-related aspects encompassed technical factors, program content, and the level of support provided. The findings of this study can enhance our understanding of why people stop using guided internet-delivered programs. We discuss the practical and research implications, with the ultimate aim of improving the design and efficacy of internet interventions.
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Affiliation(s)
- Auguste Nomeikaite
- Center for Psychotraumatology, Institute of Psychology, Vilnius University, Vilnius, Lithuania
| | - Odeta Gelezelyte
- Center for Psychotraumatology, Institute of Psychology, Vilnius University, Vilnius, Lithuania
| | - Thomas Berger
- Department of Clinical Psychology and Psychotherapy, University of Bern, Switzerland
| | - Gerhard Andersson
- Department of Behavioural Sciences and Learning, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
- Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
| | - Evaldas Kazlauskas
- Center for Psychotraumatology, Institute of Psychology, Vilnius University, Vilnius, Lithuania
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Gulliver A, Morse AR, Banfield M. Cancer Survivors' Experiences of Navigating the Australian Health Care System for Physical and Mental Health Care Needs. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:3988. [PMID: 36900994 PMCID: PMC10002190 DOI: 10.3390/ijerph20053988] [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: 02/01/2023] [Revised: 02/17/2023] [Accepted: 02/21/2023] [Indexed: 06/18/2023]
Abstract
People living with cancer experience many impacts on their health and mental health, and are thus likely to require ongoing health care. The aim of the current study was to investigate the health and mental health care experiences and needs of Australian cancer survivors. A total of 131 people (119 female, 12 male) with lived experience of a cancer diagnosis (at least 12 months ago) participated in an online survey collecting qualitative and quantitative data, advertised via social media groups and paid advertising. Analysis of the written responses was conducted using inductive qualitative content analysis. The findings showed that a major issue facing cancer survivors was difficulties around access to and management of services for both their mental and physical health. There was also a strong preference for increasing access to allied health care, such as physiotherapy, psychology, and remedial massage. There appear to be some inequities in the experiences of cancer survivors, particularly in accessing care. Improving the experiences of health care for physical and mental health cancer survivors should focus on increasing access to and improving the management of services, specifically allied health, through a variety of avenues, including reducing costs, increasing transport, and providing closer and more co-located services.
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Leung T, Gulliver A, Sunderland M, Farrer L, Kay-Lambkin F, Trias A, Calear A. Factors Influencing Community Participation in Internet Interventions Compared With Research Trials: Observational Study in a Nationally Representative Adult Cohort. J Med Internet Res 2023; 25:e41663. [PMID: 36729613 PMCID: PMC9936370 DOI: 10.2196/41663] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Revised: 11/29/2022] [Accepted: 11/30/2022] [Indexed: 02/03/2023] Open
Abstract
BACKGROUND Digital mental health (DMH) programs can be effective in treating and preventing mental health problems. However, community engagement with these programs can be poor. Understanding the barriers and enablers of DMH program use may assist in identifying ways to increase the uptake of these programs, which have the potential to provide broad-scale prevention and treatment in the community. OBJECTIVE In this study, we aimed to identify and compare factors that may influence participation in DMH programs in practice and research trials, identify any respondent characteristics that are associated with these factors, and assess the relationship between intentions to use DMH programs and actual uptake. METHODS Australian adults aged ≥18 years were recruited from market research panels to participate in the study. The sample was representative of the Australian adult population based on age, gender, and location. Participants completed a cross-sectional web-based survey assessing demographic characteristics, mental health symptom measures, attitudes and use of DMH programs in practice and in research studies, and the factors influencing their use in both settings. RESULTS Across both research and practice, trust in the organization delivering the service or trial was the top-ranked factor influencing participation, followed by anonymity or privacy and adequate information. There was little variation in rankings across demographic groups, including intentions to use DMH programs or mental health status. Intentions to use DMH programs were a strong predictor of both current (odds ratio 2.50, 99% CI 1.41-4.43; P<.001) and past (odds ratio 2.98, 99% CI 1.71-5.19; P<.001) use behaviors. CONCLUSIONS Efforts to increase the uptake of DMH programs or participation in research trials should focus on clearly communicating the following to users: the legitimacy of the organization delivering the program, security and use of participant data, and effectiveness of DMH programs.
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Affiliation(s)
| | - Amelia Gulliver
- Centre for Mental Health Research, College of Health and Medicine, The Australian National University, Acton ACT, Australia
| | - Matthew Sunderland
- The Matilda Centre for Research in Mental Health and Substance Use, University of Sydney, Sydney, Australia
| | - Louise Farrer
- Centre for Mental Health Research, College of Health and Medicine, The Australian National University, Acton ACT, Australia
| | | | - Angelica Trias
- Centre for Mental Health Research, College of Health and Medicine, The Australian National University, Acton ACT, Australia
| | - Alison Calear
- Centre for Mental Health Research, College of Health and Medicine, The Australian National University, Acton ACT, Australia
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Gulliver A, Wysoke T, Calear AL, Farrer LM. Factors Associated with Engagement in University Life, and Help Seeking Attitudes and Behaviour in First Year Undergraduate Students. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 20:120. [PMID: 36612442 PMCID: PMC9819179 DOI: 10.3390/ijerph20010120] [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: 11/14/2022] [Revised: 12/19/2022] [Accepted: 12/20/2022] [Indexed: 06/17/2023]
Abstract
Students transitioning from secondary school to university may experience unique issues that impact their mental health. There is limited research, however, on what drives first year students to seek professional help for mental health problems. There is also a current lack of knowledge about the factors that may be associated with engagement with university life in students transitioning to university, and how engagement may be related to help seeking attitudes and behaviours in a first year university population. Data (N = 165) were drawn from two waves (Wave 1, February 2021, and Wave 4, June 2021) of a longitudinal study of Australian university students commencing study for the first time, which included measures of engagement, belonging, stigma and help seeking intentions and behaviours. The results showed that students with higher levels of depression stigma prior to commencing university at Wave 1 had less positive attitudes towards help seeking at Wave 4. Students had increased odds of seeking help for a mental health problem in Wave 4 if they had moved away for university, reported higher levels of mental health literacy or willingness to disclose, had lower levels of engagement with university life and were experiencing higher levels of general psychological distress. Students experiencing higher thwarted belongingness were also found to have lower levels of engagement with university at Wave 4. Both thwarted belongingness and stigma were found to be associated with engagement with university and help seeking behaviours and should be examined further.
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Affiliation(s)
- Amelia Gulliver
- Centre for Mental Health Research, National Centre for Epidemiology and Population Health, The Australian National University, Canberra, ACT 2601, Australia
| | - Taliah Wysoke
- Medical School, ANU College of Health & Medicine, The Australian National University, Canberra, ACT 2601, Australia
| | - Alison L. Calear
- Centre for Mental Health Research, National Centre for Epidemiology and Population Health, The Australian National University, Canberra, ACT 2601, Australia
| | - Louise M. Farrer
- Centre for Mental Health Research, National Centre for Epidemiology and Population Health, The Australian National University, Canberra, ACT 2601, Australia
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McGillivray L, Keng-Meng Hui N, Wong QJJ, Han J, Qian J, Torok M. Does loneliness affect how young adults engage with and benefit from a smartphone intervention targeting suicidal ideation?: Randomised Controlled Trial (Preprint). JMIR Ment Health 2022; 10:e44862. [PMID: 36995752 PMCID: PMC10131597 DOI: 10.2196/44862] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 02/21/2023] [Accepted: 02/23/2023] [Indexed: 02/25/2023] Open
Abstract
BACKGROUND Loneliness is commonly reported by young people and has been shown to contribute to the rapid onset and escalation of depression and suicidal ideation during adolescence. Lonely people may also be particularly susceptible to disengaging from treatment early given the likelihood of their more complex clinical profiles leading to cognitive fatigue. While a smartphone intervention (LifeBuoy) has been shown to effectively reduce suicidal ideation in young adults, poor engagement is a well-documented issue for this therapeutic modality and has been shown to result in poorer treatment outcomes. OBJECTIVE This study aims to determine whether loneliness affects how young people experiencing suicidal ideation engage with and benefit from a therapeutic smartphone intervention (LifeBuoy). METHODS A total of 455 community-based Australian young adults (aged 18-25 years) experiencing recent suicidal ideation were randomized to use a dialectical behavioral therapy-based smartphone intervention (LifeBuoy) or an attention-matched control app (LifeBuoy-C) for 6 weeks. Participants completed measures of suicidal ideation, depression, anxiety, and loneliness at baseline (T0), post intervention (T1), and 3 months post intervention (T2). Piecewise linear mixed models were used to examine whether loneliness levels moderated the effect of LifeBuoy and LifeBuoy-C on suicidal ideation and depression across time (T0 to T1; T1 to T2). This statistical method was then used to examine whether app engagement (number of modules completed) influenced the relationship between baseline loneliness and suicidal ideation and depression across time. RESULTS Loneliness was positively associated with higher levels of overall suicidal ideation (B=0.75, 95% CI 0.08-1.42; P=.03) and depression (B=0.88, 95% CI 0.45-1.32; P<.001), regardless of time point or allocated condition. However, loneliness did not affect suicidal ideation scores across time (time 1: B=1.10, 95% CI -0.25 to 2.46; P=.11; time 2: B=0.43, 95% CI -1.25 to 2.12; P=.61) and depression scores across time (time 1: B=0.00, 95% CI -0.67 to 0.66; P=.99; time 2: B=0.41, 95% CI -0.37 to 1.18; P=.30) in either condition. Similarly, engagement with the LifeBuoy app was not found to moderate the impact of loneliness on suicidal ideation (B=0.00, 95% CI -0.17 to 0.18; P=.98) or depression (B=-0.08, 95% CI -0.19 to 0.03; P=.14). CONCLUSIONS Loneliness was not found to affect young adults' engagement with a smartphone intervention (LifeBuoy) nor any clinical benefits derived from the intervention. LifeBuoy, in its current form, can effectively engage and treat individuals regardless of how lonely they may be. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry ACTRN12619001671156; https://tinyurl.com/yvpvn5n8. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.2196/23655.
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Affiliation(s)
| | | | - Quincy J J Wong
- School of Psychology, Western Sydney University, Sydney, Australia
| | - Jin Han
- Black Dog Institute, University of New South Wales, Sydney, Australia
| | - Jiahui Qian
- Black Dog Institute, University of New South Wales, Sydney, Australia
| | - Michelle Torok
- Black Dog Institute, University of New South Wales, Sydney, Australia
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13
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Klein B, Van Nguyen H, McLaren S, Andrews B, Shandley K. An exploration of the preliminary effectiveness and acceptability of a fully-automated self-help biopsychosocial transdiagnostic digital intervention to reduce anxiety and/or depression and improve emotional regulation and wellbeing in adults: A pre, during, post and follow-up, single-arm, feasibility trial design. (Preprint). JMIR Form Res 2022; 7:e43385. [DOI: 10.2196/43385] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 12/12/2022] [Accepted: 04/03/2023] [Indexed: 04/05/2023] Open
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14
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Benjet C, Kessler RC, Kazdin AE, Cuijpers P, Albor Y, Carrasco Tapias N, Contreras-Ibáñez CC, Durán González MS, Gildea SM, González N, Guerrero López JB, Luedtke A, Medina-Mora ME, Palacios J, Richards D, Salamanca-Sanabria A, Sampson NA. Study protocol for pragmatic trials of Internet-delivered guided and unguided cognitive behavior therapy for treating depression and anxiety in university students of two Latin American countries: the Yo Puedo Sentirme Bien study. Trials 2022; 23:450. [PMID: 35658942 PMCID: PMC9164185 DOI: 10.1186/s13063-022-06255-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 03/29/2022] [Indexed: 12/01/2022] Open
Abstract
BACKGROUND Major depressive disorder (MDD) and generalized anxiety disorder (GAD) are highly prevalent among university students and predict impaired college performance and later life role functioning. Yet most students do not receive treatment, especially in low-middle-income countries (LMICs). We aim to evaluate the effects of expanding treatment using scalable and inexpensive Internet-delivered transdiagnostic cognitive behavioral therapy (iCBT) among college students with symptoms of MDD and/or GAD in two LMICs in Latin America (Colombia and Mexico) and to investigate the feasibility of creating a precision treatment rule (PTR) to predict for whom iCBT is most effective. METHODS We will first carry out a multi-site randomized pragmatic clinical trial (N = 1500) of students seeking treatment at student mental health clinics in participating universities or responding to an email offering services. Students on wait lists for clinic services will be randomized to unguided iCBT (33%), guided iCBT (33%), and treatment as usual (TAU) (33%). iCBT will be provided immediately whereas TAU will be whenever a clinic appointment is available. Short-term aggregate effects will be assessed at 90 days and longer-term effects 12 months after randomization. We will use ensemble machine learning to predict heterogeneity of treatment effects of unguided versus guided iCBT versus TAU and develop a precision treatment rule (PTR) to optimize individual student outcome. We will then conduct a second and third trial with separate samples (n = 500 per arm), but with unequal allocation across two arms: 25% will be assigned to the treatment determined to yield optimal outcomes based on the PTR developed in the first trial (PTR for optimal short-term outcomes for Trial 2 and 12-month outcomes for Trial 3), whereas the remaining 75% will be assigned with equal allocation across all three treatment arms. DISCUSSION By collecting comprehensive baseline characteristics to evaluate heterogeneity of treatment effects, we will provide valuable and innovative information to optimize treatment effects and guide university mental health treatment planning. Such an effort could have enormous public-health implications for the region by increasing the reach of treatment, decreasing unmet need and clinic wait times, and serving as a model of evidence-based intervention planning and implementation. TRIAL STATUS IRB Approval of Protocol Version 1.0; June 3, 2020. Recruitment began on March 1, 2021. Recruitment is tentatively scheduled to be completed on May 30, 2024. TRIAL REGISTRATION ClinicalTrials.gov NCT04780542 . First submission date: February 28, 2021.
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Affiliation(s)
- Corina Benjet
- Center for Global Mental Health, National Institute of Psychiatry Ramón de la Fuente Muñiz, Mexico City, Mexico.
| | - Ronald C Kessler
- Department of Health care Policy, Harvard Medical School, Boston, MA, USA
| | | | - Pim Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Yesica Albor
- Center for Global Mental Health, National Institute of Psychiatry Ramón de la Fuente Muñiz, Mexico City, Mexico
| | | | | | | | - Sarah M Gildea
- Department of Health care Policy, Harvard Medical School, Boston, MA, USA
| | - Noé González
- Center for Global Mental Health, National Institute of Psychiatry Ramón de la Fuente Muñiz and School of Psychology, UNAM, Mexico City, Mexico
| | | | - Alex Luedtke
- Department of Statistics, University of Washington, Seattle, WA, USA
| | - Maria Elena Medina-Mora
- Center for Global Mental Health, National Institute of Psychiatry Ramón de la Fuente Muñiz and School of Psychology, UNAM, Mexico City, Mexico
| | - Jorge Palacios
- SilverCloud Health, Dublin, Ireland
- E-mental Health Group, School of Psychology, University of Dublin, Trinity College Dublin, Dublin, Ireland
| | - Derek Richards
- SilverCloud Health, Dublin, Ireland
- E-mental Health Group, School of Psychology, University of Dublin, Trinity College Dublin, Dublin, Ireland
| | - Alicia Salamanca-Sanabria
- Future Health Technologies Programme, Campus for Research Excellence and Technological Enterprise, Singapore-ETH Centre, Singapore, Singapore
| | - Nancy A Sampson
- Department of Health care Policy, Harvard Medical School, Boston, MA, USA
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15
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Gan DZQ, McGillivray L, Larsen ME, Christensen H, Torok M. Technology-supported strategies for promoting user engagement with digital mental health interventions: A systematic review. Digit Health 2022; 8:20552076221098268. [PMID: 35677785 PMCID: PMC9168921 DOI: 10.1177/20552076221098268] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Accepted: 04/12/2022] [Indexed: 01/12/2023] Open
Abstract
Background Although digital mental health interventions (DMHIs) offer a potential solution for increasing access to mental health treatment, their integration into real-world settings has been slow. A key reason for this is poor user engagement. A growing number of studies evaluating strategies for promoting engagement with DMHIs means that a review of the literature is now warranted. This systematic review is the first to synthesise evidence on technology-supported strategies for promoting engagement with DMHIs. Methods MEDLINE, EmbASE, PsycINFO and PubMed databases were searched from 1 January 1995 to 1 October 2021. Experimental or quasi-experimental studies examining the effect of technology-supported engagement strategies deployed alongside DMHIs were included, as were secondary analyses of such studies. Title and abstract screening, full-text coding and quality assessment were performed independently by two authors. Narrative synthesis was used to summarise findings from the included studies. Results 24 studies (10,266 participants) were included. Engagement strategies ranged from reminders, coaching, personalised information and peer support. Most strategies were disseminated once a week, usually via email or telephone. There was some empirical support for the efficacy of technology-based strategies towards promoting engagement. However, findings were mixed regardless of strategy type or study aim. Conclusions Technology-supported strategies appear to increase engagement with DMHIs; however, their efficacy varies widely by strategy type. Future research should involve end-users in the development and evaluation of these strategies to develop a more cohesive set of strategies that are acceptable and effective for target audiences, and explore the mechanism(s) through which such strategies promote engagement.
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Affiliation(s)
- Daniel Z Q Gan
- Black Dog Institute, University of New South Wales, Australia
| | | | - Mark E Larsen
- Black Dog Institute, University of New South Wales, Australia
| | | | - Michelle Torok
- Black Dog Institute, University of New South Wales, Australia
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Basque D, Talbot F, French D. Increasing access to pain management: Feasibility of a self-compassion psychoeducational website using a minimally monitored delivery model. Internet Interv 2021; 26:100458. [PMID: 34745907 PMCID: PMC8551074 DOI: 10.1016/j.invent.2021.100458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Revised: 09/11/2021] [Accepted: 09/15/2021] [Indexed: 10/27/2022] Open
Abstract
Self-compassion has been associated with several positive pain-related outcomes. However, little is known about the impact of targeting self-compassion on pain management. This study assesses the feasibility of a self-compassion psychoeducation website among adults with chronic pain using a minimally monitored delivery model. Participants (N = 26) were recruited online and a single group pre-test and post-test design with a 3-month follow-up was used. The intervention was a 6-week program comprised of a video, writing exercises, guided meditations and automated emails. Feasibility outcome measures were grouped into the following categories: study engagement (ease of recruitment, attrition, adherence, satisfaction), pain vulnerability variables (intensity, interference, catastrophizing, mood) and protective pain variables (self-compassion, resilience and acceptance). Challenges pertaining to uptake were encountered. Attrition was higher (n = 11/26; 42%) and adherence to the full treatment protocol lower (n = 6/26; 23%) than expected. Treatment satisfaction was high with nearly all study completers (93%) reporting that they would recommend the program to a friend. Intent-to-treat mixed effects models showed a significant and large increase of self-compassion (d = 0.92) and a significant impact on several outcome variables (ds from 0.24 to 1.15) with most gains either maintained or increased at follow-up. The recruitment strategy may have negatively impacted participant engagement. Methodological modifications are proposed to improve the feasibility of the program. Minimally monitored web-based programs targeting self-compassion may benefit adults with chronic pain who may have limited access to traditional psychological services or who prefer online-based interventions.
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Affiliation(s)
- D. Basque
- Université de Moncton, New Brunswick, Canada
| | - F. Talbot
- Université de Moncton, New Brunswick, Canada,Corresponding author.
| | - D.J. French
- The Atlantic Pain Clinic, New Brunswick, Canada
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