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Ho TQA, Engel L, Melvin G, Le LKD, Le HND, Mihalopoulos C. Young People's Barriers and Facilitators of Engagement with Web-Based Mental Health Interventions for Anxiety and Depression: A Qualitative Study. THE PATIENT 2024; 17:697-710. [PMID: 39002094 PMCID: PMC11461805 DOI: 10.1007/s40271-024-00707-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 06/26/2024] [Indexed: 07/15/2024]
Abstract
BACKGROUND The prevalence of anxiety and depressive symptoms in young people have increased in many countries around the world. Web-based mental health interventions (or W-MHIs) have the potential to reduce anxiety and depression symptoms for young people. Although W-MHIs have become more widely used by young people since the coronavirus disease 2019 (COVID-19) pandemic, real-world engagement in these W-MHIs has remained low compared with engagement reported in research studies. Moreover, there are limited studies examining factors influencing engagement with W-MHIs in the post-COVID-19 pandemic years. OBJECTIVE This study aims to explore barriers and facilitators of engagement with W-MHIs for anxiety and depression among young people. METHOD Seventeen semi-structured interviews and one focus group with three participants were conducted online via Zoom between February and March 2023. Participants were young people aged 18-25 years who had self-reported experience of anxiety and/or depression in the past 6 months, lived in Australia, and considered using W-MHIs to manage their anxiety and/or depression symptoms. Inductive thematic analysis was performed to understand the key barriers and facilitators of young people's engagement with W-MHIs. RESULTS Both individual- and intervention-related factors influenced young people's engagement with W-MHIs. Facilitators of engagement included personal trust and beliefs in W-MHIs, ability to contact a health professional, programme suitability (e.g., affordability, content aligning with user needs), programme usability (e.g., user interface), and accessibility of the online platform. Barriers included concerns about online security, lack of human interaction and immediate responses from health professionals (if any), and negative experience with mental health programmes. Participants expressed greater willingness to pay if they could contact health professionals during the programme. CONCLUSION Better promotion strategies for mental health and W-MHI awareness are needed to increase the perceived importance and priority of mental health interventions among young people. Young people should be involved in the W-MHI co-design to enhance the programme suitability and usability for young people, fostering their engagement with W-MHIs.
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Affiliation(s)
- Thi Quynh Anh Ho
- Deakin University, Institute for Health Transformation, Deakin Health Economics, School of Health and Social Development, 221 Burwood Highway, Burwood, VIC, 3125, Australia.
| | - Lidia Engel
- Monash University Health Economics Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Glenn Melvin
- School of Psychology, Deakin University, Melbourne, VIC, Australia
| | - Long Khanh-Dao Le
- Monash University Health Economics Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Ha N D Le
- Deakin University, Institute for Health Transformation, Deakin Health Economics, School of Health and Social Development, 221 Burwood Highway, Burwood, VIC, 3125, Australia
| | - Cathrine Mihalopoulos
- Monash University Health Economics Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
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Leah P, Riewpaiboon W, Sirirungruang I, Visuttipun P. Feasibility of online psychosocial interventions to promote mental health recovery and well-being. Int J Soc Psychiatry 2024; 70:1311-1324. [PMID: 39104060 DOI: 10.1177/00207640241264656] [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] [Indexed: 08/07/2024]
Abstract
BACKGROUND Amid the increasing trend and huge impact of mental illness, psychosocial support (PSS) has been asserted to support individuals' recovery. Unfortunately, about 80% of affected people cannot access care as needed. Meanwhile, digital technology has a considerable role in closing service gaps. AIMS This convergent parallel mixed methods study examines existing mental health service utilization, users' needs for PSS, and feasibility of online PSS development. METHODS A cross-sectional interview survey was conducted using a semi-structured questionnaire at a super tertiary psychiatric hospital in Thailand from March to May 2023, with three groups of service users, having self-perceived conditions/diagnosis of schizophrenia (n = 100), mood disorders (n = 84), and others including alcohol and substance use, anxiety and personality disorders (n = 52). Four focus group discussions with three user groups (n = 16) and one multidisciplinary provider group (n = 7) were parallelly executed. Quantitative and qualitative data were convergently analyzed using descriptive and inferential statistics, and thematic and content analysis. RESULTS Critical shortcomings of PSS were indicated by 75.8% of user participants. Six common types of self-determined PSS were psychoeducational program, support group, skills training, counseling, supported employment, and complimentary therapy. While psychoeducational program was feasible, support group, and counseling were possibly featured within the 'all-at-once' online intervention development. CONCLUSIONS PSS development based on users' needs can promote clinical and personal recovery outcomes, and close the service gaps. Users with mood disorders have the potential for online interventions. Peer-provider formalization, co-production approach, community engagement, digital literacy, infrastructures, and equal access factors are crucial for sustainable development.
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Affiliation(s)
- Peanchanan Leah
- Faculty of Medicine Ramathibodi Hospital, Ratchasuda Institute, Mahidol University, Salaya, Nakhon Pathom, Thailand
| | - Wachara Riewpaiboon
- Faculty of Medicine Ramathibodi Hospital, Ratchasuda Institute, Mahidol University, Salaya, Nakhon Pathom, Thailand
| | - Issavara Sirirungruang
- Faculty of Medicine Ramathibodi Hospital, Ratchasuda Institute, Mahidol University, Salaya, Nakhon Pathom, Thailand
| | - Paranee Visuttipun
- Faculty of Medicine Ramathibodi Hospital, Ratchasuda Institute, Mahidol University, Salaya, Nakhon Pathom, Thailand
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Ma Y, Achiche S, Tu G, Vicente S, Lessard D, Engler K, Lemire B, Laymouna M, de Pokomandy A, Cox J, Lebouché B. The first AI-based Chatbot to promote HIV self-management: A mixed methods usability study. HIV Med 2024. [PMID: 39390632 DOI: 10.1111/hiv.13720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2024] [Accepted: 09/20/2024] [Indexed: 10/12/2024]
Abstract
BACKGROUND We developed MARVIN, an artificial intelligence (AI)-based chatbot that provides 24/7 expert-validated information on self-management-related topics for people with HIV. This study assessed (1) the feasibility of using MARVIN, (2) its usability and acceptability, and (3) four usability subconstructs (perceived ease of use, perceived usefulness, attitude towards use, and behavioural intention to use). METHODS In a mixed-methods study conducted at the McGill University Health Centre, enrolled participants were asked to have 20 conversations within 3 weeks with MARVIN on predetermined topics and to complete a usability questionnaire. Feasibility, usability, acceptability, and usability subconstructs were examined against predetermined success thresholds. Qualitatively, randomly selected participants were invited to semi-structured focus groups/interviews to discuss their experiences with MARVIN. Barriers and facilitators were identified according to the four usability subconstructs. RESULTS From March 2021 to April 2022, 28 participants were surveyed after a 3-week testing period, and nine were interviewed. Study retention was 70% (28/40). Mean usability exceeded the threshold (69.9/68), whereas mean acceptability was very close to target (23.8/24). Ratings of attitude towards MARVIN's use were positive (+14%), with the remaining subconstructs exceeding the target (5/7). Facilitators included MARVIN's reliable and useful real-time information support, its easy accessibility, provision of convivial conversations, confidentiality, and perception as being emotionally safe. However, MARVIN's limited comprehension and the use of Facebook as an implementation platform were identified as barriers, along with the need for more conversation topics and new features (e.g., memorization). CONCLUSIONS The study demonstrated MARVIN's global usability. Our findings show its potential for HIV self-management and provide direction for further development.
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Affiliation(s)
- Yuanchao Ma
- Department of Biomedical Engineering, Polytechnique Montréal, Montreal, Quebec, Canada
- Centre for Outcomes Research & Evaluation, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
- Infectious Diseases and Immunity in Global Health Program, Research Institute of McGill University Health Centre, Montreal, Quebec, Canada
- Chronic Viral Illness Service, Division of Infectious Disease, Department of Medicine, McGill University Health Centre, Montreal, Quebec, Canada
| | - Sofiane Achiche
- Department of Biomedical Engineering, Polytechnique Montréal, Montreal, Quebec, Canada
| | - Gavin Tu
- Faculty of Medicine, Université Laval, Quebec, Quebec, Canada
| | - Serge Vicente
- Centre for Outcomes Research & Evaluation, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
- Infectious Diseases and Immunity in Global Health Program, Research Institute of McGill University Health Centre, Montreal, Quebec, Canada
- Department of Family Medicine, Faculty of Medicine and Health Sciences, McGill University, Montreal, Quebec, Canada
- Department of Mathematics and Statistics, University of Montreal, Montreal, Quebec, Canada
| | - David Lessard
- Centre for Outcomes Research & Evaluation, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
- Infectious Diseases and Immunity in Global Health Program, Research Institute of McGill University Health Centre, Montreal, Quebec, Canada
- Chronic Viral Illness Service, Division of Infectious Disease, Department of Medicine, McGill University Health Centre, Montreal, Quebec, Canada
| | - Kim Engler
- Centre for Outcomes Research & Evaluation, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
- Infectious Diseases and Immunity in Global Health Program, Research Institute of McGill University Health Centre, Montreal, Quebec, Canada
| | - Benoît Lemire
- Chronic Viral Illness Service, Division of Infectious Disease, Department of Medicine, McGill University Health Centre, Montreal, Quebec, Canada
- Department of Pharmacy, McGill University Health Centre, Montreal, Quebec, Canada
| | - Moustafa Laymouna
- Centre for Outcomes Research & Evaluation, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
- Infectious Diseases and Immunity in Global Health Program, Research Institute of McGill University Health Centre, Montreal, Quebec, Canada
- Department of Family Medicine, Faculty of Medicine and Health Sciences, McGill University, Montreal, Quebec, Canada
| | - Alexandra de Pokomandy
- Centre for Outcomes Research & Evaluation, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
- Infectious Diseases and Immunity in Global Health Program, Research Institute of McGill University Health Centre, Montreal, Quebec, Canada
- Chronic Viral Illness Service, Division of Infectious Disease, Department of Medicine, McGill University Health Centre, Montreal, Quebec, Canada
- Department of Family Medicine, Faculty of Medicine and Health Sciences, McGill University, Montreal, Quebec, Canada
| | - Joseph Cox
- Centre for Outcomes Research & Evaluation, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
- Infectious Diseases and Immunity in Global Health Program, Research Institute of McGill University Health Centre, Montreal, Quebec, Canada
- Chronic Viral Illness Service, Division of Infectious Disease, Department of Medicine, McGill University Health Centre, Montreal, Quebec, Canada
- Department of Epidemiology, Biostatistics, and Occupational Health, Faculty of Medicine and Health Sciences, McGill University, Montreal, Quebec, Canada
| | - Bertrand Lebouché
- Centre for Outcomes Research & Evaluation, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
- Infectious Diseases and Immunity in Global Health Program, Research Institute of McGill University Health Centre, Montreal, Quebec, Canada
- Chronic Viral Illness Service, Division of Infectious Disease, Department of Medicine, McGill University Health Centre, Montreal, Quebec, Canada
- Department of Family Medicine, Faculty of Medicine and Health Sciences, McGill University, Montreal, Quebec, Canada
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Kearney CA. The Perniciousness and Promise of School-Based Mental Health Service Delivery for Youth. Res Child Adolesc Psychopathol 2024:10.1007/s10802-024-01253-2. [PMID: 39343850 DOI: 10.1007/s10802-024-01253-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/20/2024] [Indexed: 10/01/2024]
Abstract
Rates of child and adolescent mental disorder have risen sharply while access to community-based mental health care options continues to be elusive for many families. Substantial and persistent barriers to community-based mental health care have prompted multiple stakeholders to pursue an approach that emphasizes health promotion and intervention practices within the context of ecologically valid and more accessible environments. The most prominent of these environments has been schools that can serve as local and centralized access points to various services, including mental health care. The rapid expansion of school-based mental health service delivery systems, however, carries both risk of perniciousness as well as significant promise with respect to effective and equitable care. This article summarizes key concerns surrounding school-based mental health service delivery systems, including non-beneficence and harm, support disparities, unsustainable implementation, oppressive school climate, and linkage to punitive and discriminatory practices. Broad-based recommendations to help realize the promise of effective and equitable care for students with mental health and behavioral challenges are also presented vis-à-vis each of these concerns. At the same time, natural tensions between various mandates assigned to schools as well as between schools and their surrounding communities will need to be addressed to reach the full potential of school-based mental health service delivery systems.
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Affiliation(s)
- Christopher A Kearney
- Department of Psychology, University of Nevada, Las Vegas, 4505 Maryland Parkway, Las Vegas, NV, 89154-5030, USA.
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Ma Q, Shi Y, Zhao W, Zhang H, Tan D, Ji C, Liu L. Effectiveness of internet-based self-help interventions for depression in adolescents and young adults: a systematic review and meta-analysis. BMC Psychiatry 2024; 24:604. [PMID: 39243081 PMCID: PMC11380195 DOI: 10.1186/s12888-024-06046-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Accepted: 08/26/2024] [Indexed: 09/09/2024] Open
Abstract
OBJECTIVE To assess the effectiveness of Internet-based self-help interventions in treating depression in adolescents and young adults. METHODS A systematic search was conducted across six databases, including PubMed, to identify randomized controlled trials (RCTs) that satisfied the specified inclusion and exclusion criteria. The intervention measure consisted of Internet-based self-help interventions. RESULTS A total of 23 randomized controlled trials (RCTs) were included in this analysis. Meta-analysis indicated that Internet-based self-help therapies significantly reduced depression scores in adolescents and young adults. (OR = -0.68, 95%CI [-0.88, -0.47], P < 0.001). We examined the effects of patient recruitment from various regions, medication usage, therapist involvement, weekly intervention time, and intervention duration. Patients selected from school, primary healthcare centers, clinics and local communities had better results. Intervention lasting 30 to 60 min and 60 to180 minutes per week were effective in the short term. CONCLUSION The internet-based self-help intervention can be effective in treating depression in adolescents and young adults. However, factors such as patient recruitment locations, medication usage, Therapists' involvement, weekly intervention time, and intervention duration interacted with the outcome. Subgroup analysis on potential adverse effects and gender was impossible due to insufficient data from the included studies.
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Affiliation(s)
- Qian Ma
- Jinan Preschool Education College, Jinan City, Shandong Province, 250307, China
| | - Yimin Shi
- Shandong Provincial Maternal and Child Health Care Hospital Affiliated to Qingdao University, Traditional Chinese Medicine department, 238 Jingshi East Roa, Lixia District, Jinan City, Shandong Province, 250014, China.
| | - Wei Zhao
- Department of Educational Foundation and Humanities, Universiti Malaya, Kuala Lumpur, 50603, Malaysia
| | - Huixiang Zhang
- Jinan Preschool Education College, Jinan City, Shandong Province, 250307, China
| | - Dongmei Tan
- Shandong Provincial Maternal and Child Health Care Hospital Affiliated to Qingdao University, Traditional Chinese Medicine department, 238 Jingshi East Roa, Lixia District, Jinan City, Shandong Province, 250014, China
| | - Congcong Ji
- Jinan Preschool Education College, Jinan City, Shandong Province, 250307, China
| | - Lin Liu
- Jinan Preschool Education College, Jinan City, Shandong Province, 250307, China
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Morey A, Samuel V, Williams M. Universal online self-help ACT interventions for youth: A systematic review. Behav Res Ther 2024; 180:104576. [PMID: 38852229 DOI: 10.1016/j.brat.2024.104576] [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: 11/03/2023] [Revised: 05/25/2024] [Accepted: 05/28/2024] [Indexed: 06/11/2024]
Abstract
Previous reviews of online self-help have not exclusively focussed on universally delivered Acceptance and Commitment Therapy (ACT). This systematic review aimed to evaluate the effectiveness of universal online self-help ACT interventions for young people. Relevant databases were searched for studies examining ACT interventions that were delivered universally, online and as self-help (guided and unguided) to young people aged 10 to 25-years-old. Eleven studies met inclusion criteria. These were assessed for quality and findings summarised using a narrative synthesis. Outcomes on mental health, well-being and ACT processes were reviewed, and results across studies were mixed. Most studies found significant improvements in mental health and well-being outcomes following the ACT intervention; however less than half found improvements in ACT process measures. Subgroups, such as those with elevated mental health symptoms, had better outcomes. There were no changes in measures of psychological inflexibility. However, methodological issues limited the interpretation of findings. Heterogeneity between studies and methodological issues made it difficult for this review to draw conclusions regarding the effectiveness of universal online self-help ACT interventions for young people. Future research with consistent approaches is needed across these types of interventions to improve methodological rigour to determine whether these interventions are effective.
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Affiliation(s)
- Alex Morey
- South Wales Doctoral Programme in Clinical Psychology, Cardiff University, Tower Building, 70 Park Place, Cardiff, CF10 3AT, UK.
| | - Victoria Samuel
- South Wales Doctoral Programme in Clinical Psychology, Cardiff University, Tower Building, 70 Park Place, Cardiff, CF10 3AT, UK.
| | - Marc Williams
- South Wales Doctoral Programme in Clinical Psychology, Cardiff University, Tower Building, 70 Park Place, Cardiff, CF10 3AT, UK.
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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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Loo T, Altman M, Grodberg D, La Guardia J, Bravata D. Telebehavioral Health for Caregivers of Children With Behavioral Health Needs to Address Caregiver Strain: Cohort Study. JMIR Pediatr Parent 2024; 7:e59475. [PMID: 39186369 PMCID: PMC11384170 DOI: 10.2196/59475] [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: 04/12/2024] [Revised: 07/10/2024] [Accepted: 07/11/2024] [Indexed: 08/27/2024] Open
Abstract
BACKGROUND Behavioral health conditions among children have worsened over the past decade. Caregivers for children with behavioral health conditions are at risk for two types of caregiver strain: (1) an objective strain, that results directly from the child's condition and (2) subjective strain, that arises from the caregiver's feelings regarding these events. OBJECTIVE This study aimed to evaluate the impact of a technology-enabled pediatric and family behavioral health service on caregivers' strain among a commercially insured population. We also explore the common symptom clusters of caregiver strain to better understand the caregiver presentation to inform future care planning. METHODS We examined changes in caregiver strain using the Caregiver Strain Questionnaire-Short Form 7 over the course of their child's web-based behavioral health care between 2021 and 2023 using a pre-post study design. Common caregiver strain symptom clusters were identified using Ward hierarchical agglomerative clustering. RESULTS The majority of children were White 60.8% (1002/1647), female 53.6% (882/1647), and aged between 5 and 9 years (33.7%, 555/1647). Families fall broadly into 4 groups based on what drives caregiver strain the most, namely those experiencing (1) disrupted family relationships and time interruption, (2) missed work, (3) worried about their child's future and feeling tired and sad, and (4) financial strain. Caregiver strain, which was associated with the child's disease severity (P<.001), decreased significantly in all therapeutic groups. CONCLUSIONS Web-based family-oriented behavioral health care can improve caregiver strain and reduce family and time disruptions, missed work, and financial strain. Sources of caregiver strain vary and may be overlooked when relying on the conventional scoring of the Caregiver Strain Questionnaire-Short Form 7.
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Affiliation(s)
| | - Myra Altman
- Brightline, Palo Alto, CA, United States
- Clinical Excellence Research Center, Stanford University, Palo Alto, CA, United States
| | - David Grodberg
- Brightline, Palo Alto, CA, United States
- School of Medicine, Yale University, New Haven, CT, United States
| | | | - Dena Bravata
- Brightline, Palo Alto, CA, United States
- Center for Primary Care and Outcomes Research, Stanford University, Palo Alto, CA, United States
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Döpfner M, von Wirth E, Adam J, Goldbeck C, Schulze-Husmann K, Herpertz-Dahlmann B, Simons M, Heuer F, Schwendowius J, Poustka L, Wegner C, Bender S. Feasibility, satisfaction, and goal attainment in routine telemedicine consultation in child and adolescent psychiatry and psychotherapy. Eur Child Adolesc Psychiatry 2024:10.1007/s00787-024-02477-9. [PMID: 38836920 DOI: 10.1007/s00787-024-02477-9] [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: 10/25/2023] [Accepted: 05/18/2024] [Indexed: 06/06/2024]
Abstract
Telehealth services were rapidly adopted during the COVID-19 pandemic, but evidence regarding the effectiveness and feasibility of telehealth services in child and adolescent mental healthcare is sparse. This study aims to investigate feasibility, satisfaction, and goal attainment in video-delivered consultations in routine care child and adolescent psychiatry and psychotherapy. A total of 1046 patients from four university child and adolescent outpatient psychiatric clinics and one university outpatient unit for child and adolescent psychotherapy were screened for study participation. We examined a) the percentage of patients considered eligible for video-delivered consultation, b) clinicians', parents' and patients' satisfaction with video consultation, c) clinicians' ratings of goal attainment in video consultation, and d) factors associated with satisfaction and goal attainment. 59% of the screening sample (n = 621) fulfilled eligibility criteria and were considered eligible for video consultation. A total of 267 patients consented to participate in the study and received a video consultation. Clinicians reported high levels of satisfaction with video consultation and high levels of goal attainment in video consultations, especially for patients scheduled for initial patient assessments. Parents and patients were also highly satisfied with the video consultations, especially if patients had less severe emotional and behavioral problems. The present findings suggest that video consultations are a feasible and well-accepted alternative to in-person consultations in child and adolescent mental health care, especially for children with less severe symptoms and for children in early phases of assessment and treatment. Limitations include the lack of a control group. The study was registered at the German Clinical Trials Registry (DRKS00023525).
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Affiliation(s)
- Manfred Döpfner
- School of Child and Adolescent Cognitive Behavior Therapy (AKiP), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.
| | - Elena von Wirth
- Department of Clinical Child and Adolescent Psychology and Psychotherapy, University of Trier, Trier, Germany
| | - Julia Adam
- School of Child and Adolescent Cognitive Behavior Therapy (AKiP), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Carolina Goldbeck
- School of Child and Adolescent Cognitive Behavior Therapy (AKiP), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Karen Schulze-Husmann
- School of Child and Adolescent Cognitive Behavior Therapy (AKiP), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Beate Herpertz-Dahlmann
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, RWTH Aachen University, Aachen, Germany
| | - Michael Simons
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, RWTH Aachen University, Aachen, Germany
| | - Fabiola Heuer
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Jan Schwendowius
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Luise Poustka
- Department of Child and Adolescent Psychiatry, Center for Psychosocial Medicine, University Hospital Heidelberg, Heidelberg, Germany
| | - Christiane Wegner
- Department of Child and Adolescent Psychiatry and Psychotherapy, University Medical Centre Göttingen, Göttingen, Germany
| | - Stephan Bender
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
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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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Opie JE, Vuong A, Welsh ET, Gray R, Pearce N, Marchionda S, Mutch R, Khalil H. Outcomes of Best-Practice Guided Digital Mental Health Interventions for Youth and Young Adults with Emerging Symptoms: Part I. A Systematic Review of Socioemotional Outcomes and Recommendations. Clin Child Fam Psychol Rev 2024; 27:424-475. [PMID: 38489101 PMCID: PMC11222273 DOI: 10.1007/s10567-024-00469-4] [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: 03/17/2024]
Abstract
Youth-specific digital mental health interventions (DMHI) represent an emerging field of study, and aim to increase access, improve socioemotional outcomes, and, where required, support triage to targeted interventions. However, prior reviews have reported inconsistent findings on the clinical effectiveness of such interventions in young adults (12-25 years). Further, shortfalls remain for the impact of guided interventions based on the mode of delivery and the type of human support personnel (e.g., professional or peer) guiding the intervention. In response, this systematic review, co-designed with Australia's leading mental health organization, aims to assess the effectiveness of guided digital programs in improving youth socioemotional outcomes. Included studies involve young people experiencing mental ill-health, receiving brief (i.e., 1-12 sessions), digitally delivered (at least partially) psychological interventions that were guided or partially guided, tested in a type of experimental study, with a socioemotional outcome. Specific socioemotional outcomes examined were depression, anxiety, stress, wellbeing, mindfulness, and quality of life. A systematic search of the contemporary published and grey literature identified 22,482 records with 32 relevant records published between 2018 and 2023. A narrative synthesis guided integration of findings. Results demonstrated strong evidence for the effectiveness of guided interventions on socioemotional outcomes (i.e., depression, anxiety, stress) yet these effects were short-lived. When factoring in the use of different control groups (i.e., active vs. inactive), inconsistent effects were observed for the socioemotional outcomes of depression, anxiety, and stress. The mode of delivery (i.e., asynchronous, synchronous, combined) and the type of human support personnel did not appear to impact socioemotional outcomes. Results indicate efficacious brief digital interventions for depression and anxiety include refresher/follow-up content, goal setting content, and relapse prevention content. In contrast, poor efficacy is associated with interventions that include homework tasks, self-monitoring, and log-keeping content.PROSPERO, ID CRD42023405812.
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Affiliation(s)
- Jessica E Opie
- School of Psychology & Public Health, The Bouverie Centre, La Trobe University, 8 Gardiner Street, Brunswick, Melbourne, VA, 3056, Australia.
- La Trobe University, Melbourne, VA, 3000, Australia.
| | - An Vuong
- School of Psychology & Public Health, The Bouverie Centre, La Trobe University, 8 Gardiner Street, Brunswick, Melbourne, VA, 3056, Australia
- La Trobe University, Melbourne, VA, 3000, Australia
| | - Ellen T Welsh
- School of Psychology & Public Health, The Bouverie Centre, La Trobe University, 8 Gardiner Street, Brunswick, Melbourne, VA, 3056, Australia
- La Trobe University, Melbourne, VA, 3000, Australia
| | - Richard Gray
- La Trobe University, Melbourne, VA, 3000, Australia
| | - Natalie Pearce
- La Trobe University, Melbourne, VA, 3000, Australia
- Latrobe University, Bendigo, VIC, 3551, Australia
| | - Sonia Marchionda
- School of Psychology & Public Health, The Bouverie Centre, La Trobe University, 8 Gardiner Street, Brunswick, Melbourne, VA, 3056, Australia
- La Trobe University, Melbourne, VA, 3000, Australia
| | | | - Hanan Khalil
- La Trobe University, Melbourne, VA, 3000, Australia
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12
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Koet LBM, Gerger H, Jansen W, Bindels PJE, de Schepper EIT. Evaluation of practice nurses' management of paediatric psychosocial problems in general practice. J Public Health (Oxf) 2024; 46:e261-e268. [PMID: 38299893 PMCID: PMC11141612 DOI: 10.1093/pubmed/fdae008] [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: 11/07/2023] [Revised: 12/18/2023] [Accepted: 12/29/2023] [Indexed: 02/02/2024] Open
Abstract
BACKGROUND Child mental health services are under major pressure worldwide. In the Netherlands, Youth Mental Health Practice Nurses (YMHPNs) have been introduced in general practice to improve access to care. In this study, we evaluated care delivered by YMHPNs. METHODS We used medical records of a population-based cohort (21 717 children, 0-17 years). Characteristics of children consulting a YMHPN, type of problem, care delivered by YMHPNs and referrals were assessed using quantitative content analysis. RESULTS Records of 375 children (mean age 12.9 years, 59.2% girl) were analysed. These children were often in their adolescence (57.3% was between 13 and 17 years), and more often female than male (59.2% vs 40.8%). YMHPNs had a median of four consultations (IQR 2-7) with the child. YMHPNs managed a variety of psychosocial problems. YMHPNs managed 22.4% of children without need of referral, 52.0% were eventually referred for additional care. 13.3% of children dropped out during the treatment trajectory. In the remaining 12.3% of children, the treatment trajectory was stopped because the child was already attending specialized services, the treatment trajectory was still ongoing or the medical record was inconclusive. CONCLUSIONS YMHPNs successfully managed one in four children with psychosocial problems without need for referral. Nevertheless, most children were eventually referred for additional care.
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Affiliation(s)
- Lukas B M Koet
- Department of General Practice, Erasmus MC, University Medical Centre Rotterdam, 3000 CA Rotterdam, the Netherlands
| | - Heike Gerger
- Department of General Practice, Erasmus MC, University Medical Centre Rotterdam, 3000 CA Rotterdam, the Netherlands
- Department of Clinical Psychology, Open University, 6419 AT Heerlen, the Netherlands
| | - Wilma Jansen
- Department of Public Health, Erasmus MC, University Medical Centre Rotterdam, 3000 CA Rotterdam, the Netherlands
- Department of Youth, City of Rotterdam, Rotterdam, The Netherlands
| | - Patrick J E Bindels
- Department of General Practice, Erasmus MC, University Medical Centre Rotterdam, 3000 CA Rotterdam, the Netherlands
| | - Evelien I T de Schepper
- Department of General Practice, Erasmus MC, University Medical Centre Rotterdam, 3000 CA Rotterdam, the Netherlands
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Abouzeid N, Lal S. The role of sociodemographic factors on the acceptability of digital mental health care: A scoping review protocol. PLoS One 2024; 19:e0301886. [PMID: 38669278 PMCID: PMC11051634 DOI: 10.1371/journal.pone.0301886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 03/22/2024] [Indexed: 04/28/2024] Open
Abstract
INTRODUCTION Many individuals experiencing mental health complications face barriers when attempting to access services. To bridge this care gap, digital mental health innovations (DMHI) have proven to be valuable additions to in-person care by enhancing access to care. An important aspect to consider when evaluating the utility of DMHI is perceived acceptability. However, it is unclear whether diverse sociodemographic groups differ in their degree of perceived acceptability of DMHI. OBJECTIVE This scoping review aims to synthesize evidence on the role of sociodemographic factors (e.g., age, gender) in the perceived acceptability of DMHI among individuals seeking mental health care. METHODS Guided by the JBI Manual of Evidence Synthesis, chapter on Scoping Review, a search strategy developed according to the PCC framework will be implemented in MEDLINE and then adapted to four electronic databases (i.e., CINAHL, MEDLINE, PsycINFO, and EMBASE). The study selection strategy will be piloted by two reviewers on subsets of 30 articles until agreement among reviewers reaches 90%, after which one reviewer will complete the remaining screening of titles and abstracts. The full-text screening, data extraction strategy, and charting tool will be completed by one reviewer and then validated by a second member of the team. Main findings will be presented using tables and figures. EXPECTED CONTRIBUTIONS This scoping review will examine the extent to which sociodemographic factors have been considered in the digital mental health literature. Also, the proposed review may help determine whether certain populations have been associated with a lower level of acceptability within the context of digital mental health care. This investigation aims to favor equitable access to DMHI among diverse populations.
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Affiliation(s)
- Nagi Abouzeid
- School of Rehabilitation, University of Montréal, Montréal, Québec, Canada
- Youth Mental Health and Technology Lab, University of Montréal Hospital Research Centre, Montréal, Québec, Canada
| | - Shalini Lal
- School of Rehabilitation, University of Montréal, Montréal, Québec, Canada
- Youth Mental Health and Technology Lab, University of Montréal Hospital Research Centre, Montréal, Québec, Canada
- Douglas Research Centre, Montréal, Québec, Canada
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Zimmermann E, Tomczyk S. Fostering Digital Life Skills Through Social Media With Adolescents in 6 German States: Protocol for an Accessibility Study According to the RE-AIM Framework. JMIR Res Protoc 2024; 13:e51085. [PMID: 38631035 PMCID: PMC11063895 DOI: 10.2196/51085] [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: 07/20/2023] [Revised: 01/23/2024] [Accepted: 02/22/2024] [Indexed: 04/19/2024] Open
Abstract
BACKGROUND Social media is essential in the lives of adolescents, with 97% of US teenagers engaging daily. While it facilitates communication, learning, and identity development, it also poses risks like harmful content exposure and psychological distress, particularly for adolescents in their critical developmental stage. Teaching digital life skills innovatively counters these risks, adapting traditional competencies such as decision-making, problem-solving, creative and critical thinking, communication, interpersonal skills, self-awareness, empathy, and emotional and stress management to digital challenges. OBJECTIVE This study evaluates the accessibility of the "leduin" program, a novel intervention designed to impart digital life skills through Instagram. The program aims to leverage social media's educational potential, focusing on effective strategies to engage adolescents. Emphasizing accessibility is crucial, as it determines the program's overall impact. METHODS The leduin program, developed through intervention mapping, applies behavior change techniques via social media for 9th and 10th graders. It is a 14-week spaced learning curriculum with daily sessions <5 minutes. Emphasizing the "reach" aspect of the reach, effectiveness, adoption, implementation, and maintenance (RE-AIM) model, the recruitment targets diverse educational settings across 6 German states, aiming for inclusivity. Recruitment will involve schools, youth centers, and therapeutic facilities. The study seeks at least 128 participants, a calculated minimum to detect medium-sized effects in the quasi-experimental design and explore varying engagement levels and program responses. Data collection includes preintervention, postintervention, and 6-month follow-up surveys, using multilevel regression, latent growth models, and qualitative analysis to extensively assess reach and gain first insights on effectiveness, acceptance, implementation, and maintenance. The study aims to reveal key factors influencing program participation and interaction; a detailed analysis of engagement patterns will reveal the effectiveness of the recruitment strategies and barriers to participation. Additionally, initial indications of the program's impact on life skills, social media-related skills, health status, risk behaviors, and academic performance will be analyzed. RESULTS Recruitment was planned from May 2023 until the beginning of the leduin program in October 2023. As of March 2024, we have recruited 283 participants. CONCLUSIONS The leduin program stands as an innovative and essential initiative in adolescent health promotion, harnessing the power of social media to teach important digital life skills. This study highlights the critical role of accessibility in the success of social media interventions. Effective adolescent engagement strategies are imperative, as they dictate the overall impact of such interventions. The insights gained from this study will be instrumental in shaping future programs, laying groundwork for a subsequent, more comprehensive cluster-randomized controlled trial. The study's design acknowledges the limitations of the current quasi-experimental approach, including the anticipated sample size and the absence of a control group, and aims to provide a foundational understanding for future research in this field. TRIAL REGISTRATION Deutsches Register Klinischer Studien DRKS00032308; https://drks.de/search/de/trial/DRKS00032308. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) PRR1-10.2196/51085.
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Affiliation(s)
- Elizabeth Zimmermann
- Institute for Health Psychology, Department of Psychology, University of Greifswald, Greifswald, Germany
| | - Samuel Tomczyk
- Institute for Health Psychology, Department of Psychology, University of Greifswald, Greifswald, Germany
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Knipschild R, Klip H, Winkelhorst K, Stutterheim T, van Minnen A. BLAME-LESS STUDY: a two-arm randomized controlled trial evaluating the effects of an online psychoeducation programme for adolescents who have experienced physical/sexual violence or sexual abuse. Rationale, study design, and methods. Eur J Psychotraumatol 2024; 15:2315794. [PMID: 38372268 PMCID: PMC10878330 DOI: 10.1080/20008066.2024.2315794] [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: 07/10/2023] [Accepted: 01/20/2024] [Indexed: 02/20/2024] Open
Abstract
Background: Victims of physical/sexual violence or sexual abuse commonly experience defense responses that result in feelings of guilt and shame. Although trauma-focused interventions are effective in treating post-traumatic stress disorder symptoms, the presence of trauma-related shame and guilt can potentially hinder the process of disclosure during treatment, thus diminishing their overall effectiveness. It is hypothesized that providing psychoeducation about common defense responses will reduce feelings of shame and guilt, thereby increasing receptivity to trauma-focused treatment.Objective: This paper describes the rationale, study design, and methods of the BLAME-LESS study. The effects of a brief online psychoeducation program will be compared with a waiting-list control group. The intervention aims to reduce feelings of trauma-related shame and guilt that adolescents experience regarding their own defense responses during and after physical/sexual violence or sexual abuse.Methods: Adolescents (12 - 18 years old) with a history of physical/sexual violence or sexual abuse who suffer from trauma-related feelings of shame and guilt can participate in the study. The study follows a two-arm RCT that includes 34 participants. The primary outcomes includes trauma-related feelings of shame and guilt. The secondary outcomes includes PTSD symptoms, anxiety and depression symptoms, traumatic cognitions, readiness to disclose details of memories of the trauma, and motivation to engage in trauma-focused therapy. Assessments take place after screening, at baseline, two weeks after allocation to the intervention or waiting-list, and, only for the waiting-list participants, seven weeks after allocation to the intervention.Conclusions: There is a need for treatment approaches that target trauma-related feelings of shame and guilt. A recently developed brief online psychoeducation program on defense responses during and after trauma offers victims of physical/sexual violence or sexual abuse a free and accessible way to obtain reliable and valid information. The proposed RCT will evaluate the effectiveness of this online psychoeducation program.Trial Registration: Request is pending.
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Affiliation(s)
- Rik Knipschild
- Karakter, Child and Adolescent Psychiatry, Almelo, the Netherlands
| | - Helen Klip
- Karakter, Child and Adolescent Psychiatry, Almelo, the Netherlands
| | | | | | - Agnes van Minnen
- Psychotrauma Expertise Centre (PSYTREC), Bilthoven, the Netherlands
- Behavioural Science Institute (BSI), Radboud University, Nijmegen, the Netherlands
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16
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Wüllner S, Hermenau K, Krutkova M, Petras IK, Hecker T, Siniatchkin M. Mobile applications in adolescent psychotherapy during the COVID-19 pandemic: a systematic review. Front Public Health 2024; 12:1345808. [PMID: 38420028 PMCID: PMC10899334 DOI: 10.3389/fpubh.2024.1345808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 01/31/2024] [Indexed: 03/02/2024] Open
Abstract
Background To bridge the gap in adolescent psychotherapy created by the increasing need for mental health interventions and the limited possibilities of in-person treatment during the pandemic, many health care providers opted to offer online mental health care programs. As a result, the number of mental health apps available in app stores experienced a sharp increase during the COVID-19 pandemic. Objective The aim of the current review is to provide an overview of feasibility and effectiveness studies testing mobile applications in adolescent psychotherapy during the peak phase of the COVID-19 pandemic. Methods We conducted a literature search in Pubmed, PsychInfo, Google Scholar, OpenSIGLE and OpenGREY for papers published from June 2020 to June 2023. Studies were included if they evaluated app-based interventions intended for psychotherapeutic treatment and targeted adolescents between 12 and 27 years of age with symptoms of psychological disorders. The quality of each study was assessed using the Systematic Assessment of Quality in Observational Research (SAQOR). Effectiveness outcomes were analyzed by vote counting and calculating a binomial probability test. Results The search yielded 31 relevant studies that examined 27 different apps with a total of 1,578 adolescent participants. Nine articles were primary effectiveness studies and 22 focused on feasibility measures as primary outcome. There was evidence that mental health apps influenced adolescents' psychotherapy, with 83% of the studies with effectiveness outcomes favoring the intervention (p = 0.002). Sixty-one percent of the included studies were rated at low or very low quality. Conclusions The pandemic has given apps a firm and important role in healthcare that will probably continue to expand in the future. To ensure that mental health apps are truly effective and beneficial for adolescents' psychotherapy, we need a standardized measurement of quality features of mental health apps and higher quality app evaluation studies. Systematic review registration https://www.crd.york.ac.uk/PROSPERO/display_record.php?RecordID=406455, PROSPERO International Prospective Register of Systematic Reviews [CRD42023406455].
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Affiliation(s)
- Sarah Wüllner
- University Clinic of Child and Adolescent Psychiatry and Psychotherapy, Protestant Hospital Bethel, Bielefeld University, Medical School East Westphalia, Bielefeld, Germany
| | - Katharin Hermenau
- University Clinic of Child and Adolescent Psychiatry and Psychotherapy, Protestant Hospital Bethel, Bielefeld University, Medical School East Westphalia, Bielefeld, Germany
| | - Mariya Krutkova
- University Clinic of Child and Adolescent Psychiatry and Psychotherapy, Protestant Hospital Bethel, Bielefeld University, Medical School East Westphalia, Bielefeld, Germany
| | - Ira-Katharina Petras
- University Clinic of Child and Adolescent Psychiatry and Psychotherapy, Protestant Hospital Bethel, Bielefeld University, Medical School East Westphalia, Bielefeld, Germany
- Department of Psychiatry, Psychotherapy and Psychosomatics of Children and Adolescents, University Hospital Rheinisch-Westfälische Technische Hochschule Aachen, Aachen, Germany
| | - Tobias Hecker
- Institute for Interdisciplinary Conflict and Violence Research, Bielefeld University, Bielefeld, Germany
- Department of Psychology, Faculty of Psychology and Sports Science, Bielefeld University, Bielefeld, Germany
| | - Michael Siniatchkin
- University Clinic of Child and Adolescent Psychiatry and Psychotherapy, Protestant Hospital Bethel, Bielefeld University, Medical School East Westphalia, Bielefeld, Germany
- Department of Psychiatry, Psychotherapy and Psychosomatics of Children and Adolescents, University Hospital Rheinisch-Westfälische Technische Hochschule Aachen, Aachen, Germany
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Ho TQA, Le LKD, Engel L, Le N, Melvin G, Le HND, Mihalopoulos C. Barriers to and facilitators of user engagement with web-based mental health interventions in young people: a systematic review. Eur Child Adolesc Psychiatry 2024:10.1007/s00787-024-02386-x. [PMID: 38356043 DOI: 10.1007/s00787-024-02386-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 01/22/2024] [Indexed: 02/16/2024]
Abstract
Many young people (YP) are diagnosed with mental illnesses and require support. Web-based mental health interventions (W-MHIs) have been increasingly utilized by YP, healthcare providers, and parents due to reasons including convenience and anonymity. W-MHIs are effective in improving mental health in YP. However, real-world engagement with W-MHIs remains low. Therefore, understanding barriers/facilitators of user engagement with W-MHIs is necessary to promote W-MHIs and help users gain optimal benefits through higher engagement. This review aims to identify barriers/facilitators of user engagement with W-MHIs in YP aged 10-24 years. A systematic search of five databases for English language, peer-reviewed publications was conducted between January 2010 and February 2023. Studies examining factors influencing user engagement with W-MHIs, described as barriers or facilitators, were included. Study quality was assessed using the Mixed Methods Appraisal Tool. A narrative synthesis was performed. Of 4088 articles identified, 69 studies were included. Barriers/facilitators were reported by young people (63 studies), providers (17 studies), and parents/caregivers (8 studies). YP perceived that usefulness and connectedness were the most common facilitators, whereas low-perceived need was the most reported barrier. Both providers and parents reported that perceived usefulness for YP was the most common facilitator, whereas concerns about program effectiveness and privacy were noted as barriers. This review found that program- and individual-related factors were important determinants of engagement with W-MHIs. This review provides guidance on the future design and development of new interventions, narrowing the gap between existing W-MHIs and unmet needs of users.
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Affiliation(s)
- Thi Quynh Anh Ho
- Deakin Health Economics, School of Health and Social Development, Institute for Health Transformation, Deakin University, Melbourne, VIC, Australia.
| | - Long Khanh-Dao Le
- Monash University Health Economics Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Lidia Engel
- Monash University Health Economics Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Ngoc Le
- Deakin Health Economics, School of Health and Social Development, Institute for Health Transformation, Deakin University, Melbourne, VIC, Australia
| | - Glenn Melvin
- School of Psychology, Deakin University, Melbourne, VIC, Australia
| | - Ha N D Le
- Deakin Health Economics, School of Health and Social Development, Institute for Health Transformation, Deakin University, Melbourne, VIC, Australia
| | - Cathrine Mihalopoulos
- Monash University Health Economics Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
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18
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Bright AM, Higgins A, Grealish A. How effective are digital/e-health interventions for supporting prisoners with mental ill-health? An integrative review. INTERNATIONAL JOURNAL OF PRISON HEALTH 2024; 20:75-87. [PMID: 38984557 DOI: 10.1108/ijoph-09-2022-0056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/11/2024]
Abstract
PURPOSE There has been a move towards the implementation of digital/e-health interventions for some time. Digital/e-health interventions have demonstrable efficacy in increasing individual empowerment, providing timely access to psychological interventions for those experiencing mental ill-health and improving outcomes for those using them. This study aims to determine the efficacy of digital/e-health interventions for individuals detained in prison who experience mental ill-health. DESIGN/METHODOLOGY/APPROACH A systematic search of five academic databases - CINAHL, ASSIA, PsycINFO, Embase and Medline - was completed in December 2020 and updated in February 2022. The review was guided by the Whittemore and Knafl (2005) framework for integrative reviews. A total of 6,255 studies were returned and screened by title and abstract. A full-text screening of nine (n = 9) studies was conducted. FINDINGS No study met the inclusion criteria for the clinical efficacy of digital/e-health interventions in a prison setting. Subsequently, a review of the literature that made it to the full-text review stage was conducted, and gaps in the literature were identified to inform policy, practice and future research. ORIGINALITY/VALUE To the best of the authors' knowledge, this is the first integrative review conducted on the efficacy of digital/e-health interventions for mental ill-health in prison settings.
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Affiliation(s)
- Ann-Marie Bright
- Department of Nursing and Midwifery, University of Limerick, Limerick, Ireland
| | - Agnes Higgins
- School of Nursing and Midwifery, Trinity College Dublin, Dublin, Ireland
| | - Annmarie Grealish
- Department of Nursing and Midwifery, University of Limerick, Limerick, Ireland and Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, King's College London, London, UK
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Suen YN, Leung CM, Wan YS, Chan KT, Wong MTH, Hui CLM, Chan KWS, Lee EHM, Chen EYH. Evaluation of a Low-Intensity Online Intervention (LiON) for Reducing Distress and Mental Health Symptoms in Young People. J Adolesc Health 2024; 74:89-97. [PMID: 37815770 DOI: 10.1016/j.jadohealth.2023.08.022] [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: 12/23/2022] [Revised: 07/12/2023] [Accepted: 08/14/2023] [Indexed: 10/11/2023]
Abstract
PURPOSE Enhancing young people's mental health is crucial given that most adult mental disorders develop before age 24 years. However, it is unclear whether low-intensity interventions delivered online can be effective. This study aimed to provide preliminary evidence on whether a low-intensity online intervention (LiON) can effectively lower young people's distress levels and mental health symptoms. METHODS We compared the preintervention and postintervention changes in distress level and severity of depression and anxiety symptoms in 137 young people aged 15-24 years who used the LiON service with the three-month changes in a 1:1 propensity score-matched control group of community young people who did not use the service. They participated in one of the following modules for the first time: (1) sleep and relaxation, (2) stress-coping, and (3) problem-solving. RESULTS Participants who received LiON intervention (mean age 22.88 [standard deviation 3.67] years, 65.7% female) showed significantly greater reductions in distress level (Cohen's f2: 0.079), as well as the severity of depressive symptoms (Cohen's f2: 0.056) and anxiety symptoms (Cohen's f2: 0.044) compared to the control group. DISCUSSION The findings suggest that the LiON intervention has the potential to effectively reduce distress and mental health symptoms in young people. Future research should aim to confirm these findings through randomized controlled trials and explore the cost-effectiveness of the intervention.
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Affiliation(s)
- Yi Nam Suen
- Department of Psychiatry, University of Hong Kong, Hong Kong SAR, China.
| | - Chung Ming Leung
- Department of Psychiatry, University of Hong Kong, Hong Kong SAR, China
| | - Yau Sum Wan
- Department of Psychiatry, University of Hong Kong, Hong Kong SAR, China
| | - Kai Tai Chan
- Department of Psychiatry, University of Hong Kong, Hong Kong SAR, China
| | | | | | - Kit Wa Sherry Chan
- Department of Psychiatry, University of Hong Kong, Hong Kong SAR, China; State Key Laboratory of Brain and Cognitive Sciences, University of Hong Kong, Hong Kong SAR, China
| | - Edwin Ho Ming Lee
- Department of Psychiatry, University of Hong Kong, Hong Kong SAR, China
| | - Eric Yu Hai Chen
- Department of Psychiatry, University of Hong Kong, Hong Kong SAR, China.
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Bright AM, Doody O. Mental health service users' experiences of telehealth interventions facilitated during the COVID-19 pandemic and their relevance to nursing: An integrative review. J Psychiatr Ment Health Nurs 2023; 30:1114-1129. [PMID: 37278201 DOI: 10.1111/jpm.12943] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 05/03/2023] [Accepted: 05/21/2023] [Indexed: 06/07/2023]
Abstract
WHAT THIS PAPER ADDS TO EXISTING KNOWLEDGE?: Service users report telehealth interventions to be useful in terms of access and convenience however, a preference for face-to-face interventions remains. Nurses are using telehealth interventions in clinical practice however, further research is necessary in this area as the evidence of their involvement is limited. WHAT ARE THE IMPLICATIONS FOR PRACTICE?: This paper highlights the use of telehealth interventions should augment rather than replace face-to-face care provision. ABSTRACT INTRODUCTION: The Covid-19 pandemic saw the swift implementation of physical and social distancing that impacted the way in which mental health services were facilitated. Consequently, telehealth/e-health interventions are increasing in use. AIM This integrative review aims to explore existing literature regarding mental health service users' experiences of telehealth interventions facilitated through the COVID-19 pandemic, to determine the visibility of nursing involvement in the facilitation of telehealth interventions and to use these experiences to inform nursing practice. METHOD A methodical search of eight (n = 8) academic databases was undertaken using CINAHL, SCOPUS, EMBASE, PsycINFO, Web of Science, Cochrane, MEDLINE and Academic Search Complete between January 2020 and January 2022. RESULTS A total of 5133 papers were screened by title and abstract of which (n = 77) progressed for full-text screening. Five (n = 5) papers met the inclusion criteria for this review and results were mapped onto the four meta-paradigms of nursing: person; where the findings discuss the acceptability of telehealth interventions; environment; where the findings highlight barriers and facilitators to the use of telehealth interventions; health; where the findings discuss staff time and logistical issues relating to telehealth interventions and nursing; where the findings centre around the therapeutic relationship. DISCUSSION This review highlights there is a paucity of direct evidence relating to nursing involvement in the facilitation of telehealth interventions. However, there are benefits to the use of telehealth interventions that include increased access to services, less perceived stigma and increased engagement which are relevant to nursing practice. A lack of individual contact and concerns relating to infrastructure indicates a fondness for face-to-face interventions remains high. IMPLICATIONS FOR PRACTICE There is a need for further research on the role of the nurse in the facilitation of telehealth interventions, specific interventions used and outcomes of such interventions.
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Affiliation(s)
- Ann-Marie Bright
- Department of Nursing & Midwifery, University of Limerick, Limerick, Ireland
- Health Research Institute, University of Limerick, Limerick, Ireland
| | - Owen Doody
- Department of Nursing & Midwifery, University of Limerick, Limerick, Ireland
- Health Research Institute, University of Limerick, Limerick, Ireland
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Zhou X, Edirippulige S, Jones A, Bai X, Smith AC, Bambling M. The feasibility, acceptability and efficacy of an app-based intervention (the Coping Camp) in reducing stress among Chinese school adolescents: A cluster randomised controlled trial. PLoS One 2023; 18:e0294119. [PMID: 38011111 PMCID: PMC10681230 DOI: 10.1371/journal.pone.0294119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 10/16/2023] [Indexed: 11/29/2023] Open
Abstract
OBJECTIVES This study aimed to determine the efficacies of the Coping Camp app in reducing stress, depression, and anxiety and improving stress-coping behaviours and mental health wellbeing. Additionally, feasibility and acceptability of Coping Camp were evaluated. METHODS In this unblinded cluster RCT, 540 participants from two high schools in China were randomly assigned to the Coping Camp intervention (n = 6 classes; 275 students) or treatment as usual (n = 5 classes; 265 students) at the class level. Coping Camp was an automated self-help app, consisting of 11 sessions delivered over 11 weeks, with primary outcomes including perceived stress, depression, anxiety, stress-coping behaviours, and mental health well-being. All outcomes were assessed at baseline, post-intervention (11 weeks), and follow-up (19 weeks), with efficacy analysed using linear mixed models and feasibility/acceptability measured by a 5-point Likert scale and qualitative feedback. RESULTS At post-intervention and follow-up assessments, 75.4% and 81.7% of participants respectively attended. On average, participants logged in for 8.56 out of 11 sessions. Compared to the control group, the intervention group had significant reductions in levels of perceived stress (p = 0.01, d = 0.15 at T1; p < 0.001, d = 0.18 at T2), anxiety (p = 0.11; d = 0.08 at T1; p = 0.01; d = 0.13 at T2) and depression (p = 0.04, d = 0.11 at T1; p = 0.05, d = 0.10 at T2) but did not have a greater increase in stress-coping behaviours (p = 0.10 at T1; p = 0.97 at T2) or mental health wellbeing (p = 0.93 at T1; p = 0.08 at T2). The average ratings for each session were above 4, and qualitative feedback showed that most participants found the intervention to be "great," "good," and "useful." CONCLUSIONS The Coping Camp is feasible, acceptable and effective in stress management among Chinese school adolescents.
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Affiliation(s)
- Xiaoyun Zhou
- Centre for Online Health, The University of Queensland, Brisbane, Queensland, Australia
- Centre for Health Services Research, The University of Queensland, Brisbane, Queensland, Australia
- School of Public Health, The University of Queensland, Brisbane, Queensland, Australia
- Queensland Centre for Mental Health Research, The University of Queensland, Brisbane, Queensland, Australia
| | - Sisira Edirippulige
- Centre for Online Health, The University of Queensland, Brisbane, Queensland, Australia
- Centre for Health Services Research, The University of Queensland, Brisbane, Queensland, Australia
| | - Andrew Jones
- Centre for Health Services Research, The University of Queensland, Brisbane, Queensland, Australia
| | - Xuejun Bai
- Academy of Psychology and Behavior, Tianjin Normal University, Tianjin, China
| | - Anthony C. Smith
- Centre for Online Health, The University of Queensland, Brisbane, Queensland, Australia
- Centre for Health Services Research, The University of Queensland, Brisbane, Queensland, Australia
- Centre for Innovative Medical Technology, University of Southern Denmark, Odense, Denmark
| | - Matthew Bambling
- Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
- School of Psychology, Australian College of Applied Professions, Brisbane, Queensland, Australia
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22
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Zhou X, Bambling M, Bai X, Smith AC, Edirippulige S. Exploring factors affecting Chinese adolescents' perceived usefulness and engagement with a stress management app: a qualitative study. Front Psychol 2023; 14:1249093. [PMID: 38054166 PMCID: PMC10694271 DOI: 10.3389/fpsyg.2023.1249093] [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: 06/28/2023] [Accepted: 10/31/2023] [Indexed: 12/07/2023] Open
Abstract
Introduction Providing adolescents with stress management interventions via mobile apps has potential for overcoming barriers to traditional in-person services, such as stigma, cost and travel. However, the effectiveness remains uncertain and engagement level remains low. Therefore, it is essential to understand adolescents' user experience of such apps, however, such research is scarce. This study aimed to address this research gap by exploring factors affecting Chinese adolescents' perceived usefulness and engagement of a stress management app, which was developed for them. Methods A qualitative study design involving focus group interviews and inductive thematic analysis was adopted. A purposive sampling method was employed, resulting in five focus groups (n = 39 adolescents). Results Two themes emerged: (1) mechanism and determinants of usefulness and (2) facilitators and barriers to engagement. The app was found to be helpful in managing chronic and simple stressors by promoting positive behavior, cognition, and physical changes. Relevance to real-life situations, peer support, and planning and monitoring features were found to increase usefulness. Participants suggested adding one-on-one chat support for managing acute stressors. Multimedia, logical content arrangement, combining psychoeducation and skills training, gamification, customization, and an appealing user interface were engaging factors for adolescents, whilst text-heavy content, pedagogical and monotonous tones, technical issues were found to disengage adolescents. Conclusion Stress management apps should involve simple and evidence-based coping skills training, target adolescents' real-life problems, promote positive peer influence, address both chronic and acute stressors. Additionally, such apps should have logical arrangement of content, be interactive and customizable, and involve multimedia and gamification features to engage adolescents.
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Affiliation(s)
- Xiaoyun Zhou
- Centre for Online Health, The University of Queensland, Brisbane, QLD, Australia
- Centre for Health Services Research, The University of Queensland, Brisbane, QLD, Australia
- School of Public Health, The University of Queensland, Brisbane, QLD, Australia
- Queensland Centre for Mental Health Research, The University of Queensland, Brisbane, QLD, Australia
| | - Matthew Bambling
- Navitas ACAP School of Psychology, Brisbane, QLD, Australia
- Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Xuejun Bai
- Academy of Psychology and Behavior, Tianjin Normal University, Tianjin, China
| | - Anthony C. Smith
- Centre for Online Health, The University of Queensland, Brisbane, QLD, Australia
- Centre for Health Services Research, The University of Queensland, Brisbane, QLD, Australia
- Centre for Innovative Medical Technology, University of Southern Denmark, Odense, Denmark
| | - Sisira Edirippulige
- Centre for Online Health, The University of Queensland, Brisbane, QLD, Australia
- Centre for Health Services Research, The University of Queensland, Brisbane, QLD, Australia
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Hippman C, Mah JWT, MacFadden M. Virtual Delivery of Parent Coaching Interventions in Early Childhood Mental Health: A Scoping Review. Child Psychiatry Hum Dev 2023:10.1007/s10578-023-01597-8. [PMID: 37740798 DOI: 10.1007/s10578-023-01597-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/15/2023] [Indexed: 09/25/2023]
Abstract
Parent-coaching interventions positively impact child development. Virtual delivery of such interventions is supported by literature reviews and a practice guideline, however, none of these focused on children under age six. A scoping review of virtually-delivered parent-coaching interventions for disruptive behaviour, anxiety, and parent-child relationship concerns in children under age six was conducted between Dec. 15, 2020 and April 22, 2021. Iterative searches of the databases PubMed, CINAHL, and PsycINFO were complemented by reference list searches and clinician expert review (N = 1146). After relevance screening and duplicate removal, collaboratively-developed inclusion criteria were applied to records, followed by data extraction from eligible articles (n = 30). Most literature documented behavioural-based interventions targeting disruptive behaviour which were delivered individually, by therapists, to White, non-Hispanic parents. Evidence supports feasibility and efficacy of virtually-delivered parent-coaching interventions to improve child disruptive behaviour (strong), anxiety (moderate), and parent-child relationship (weak). There is a significant gap in the literature regarding the virtual delivery of attachment-based parent-coaching interventions. In sum, virtual parent coaching can be an efficacious approach for children under age six, particularly for behavioural challenges.
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Affiliation(s)
- Catriona Hippman
- BC Children's Hospital, University of British Columbia (UBC), 4500 Oak Street, Vancouver, BC, V6H 3N1, Canada.
| | - Janet W T Mah
- BC Children's Hospital, University of British Columbia (UBC), 4500 Oak Street, Vancouver, BC, V6H 3N1, Canada
| | - Megan MacFadden
- BC Children's Hospital, University of British Columbia (UBC), 4500 Oak Street, Vancouver, BC, V6H 3N1, Canada
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von Wirth E, Willems S, Döpfner M, Kohl LT. Effectiveness of videoconference-delivered psychotherapy for children, adolescents, and their parents: A meta-analysis of randomized controlled trials. J Telemed Telecare 2023:1357633X231199784. [PMID: 37715649 DOI: 10.1177/1357633x231199784] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/18/2023]
Abstract
INTRODUCTION Over the last years, videoconference-delivered psychotherapy (VCP) has found its way into clinical practice. This meta-analysis is the first to evaluate the effectiveness of VCP for children and adolescents with a mental disorder and their parents. METHODS A systematic literature search was performed to identify randomized controlled trials (RCTs) that compared the effectiveness of VCP for youths with a mental disorder to a control condition. Twelve studies were included. Two reviewers independently extracted data and rated study quality. RESULTS Effect size estimates for measures of children's symptoms of mental disorders were large for comparison between VCP and waitlist (posttreatment: Hedges's g = -1.26, k = 5) and negligible for comparisons between VCP and in-person treatment (posttreatment: g = 0.00, k = 6; follow-up: g = -0.05, k = 3). Similarly, effect size estimates for measures of children's functional impairments were large for comparison between VCP and waitlist (posttreatment: g = -1.10, k = 3) and negligible for comparisons between VCP and in-person treatment (posttreatment: g = -0.23, k = 3; follow-up: g = 0.04, k = 2). VCP more effectively reduced symptoms in children with an internalizing disorder (g = -0.88, k = 5) compared to externalizing disorders (g = 0.25, k = 2) or tic disorders (g = -0.08, k = 3). DISCUSSION The results provide preliminary evidence that VCP is an effective treatment for youths with a mental disorder and their parents. VCP was equally effective as in-person treatment in reducing children's symptoms and functional impairments. Limitations include the limited number of RCTs and incomplete reporting of methodological features.
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Affiliation(s)
- Elena von Wirth
- School of Child and Adolescent Cognitive Behavior Therapy (AKiP), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
- Department of Clinical Child and Adolescent Psychology and Psychotherapy, University of Trier, Trier, Germany
| | - Sarah Willems
- School of Child and Adolescent Cognitive Behavior Therapy (AKiP), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Manfred Döpfner
- School of Child and Adolescent Cognitive Behavior Therapy (AKiP), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Lea Teresa Kohl
- School of Child and Adolescent Cognitive Behavior Therapy (AKiP), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
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Rutkowska E, Furmańska J, Lane H, Marques CC, Martins MJ, Sahar NU, Meixner J, Tullio V, Argo A, Bermeo Barros DM. Determinants of psychotherapists' attitudes to online psychotherapy. Front Psychiatry 2023; 14:1196907. [PMID: 37426099 PMCID: PMC10324565 DOI: 10.3389/fpsyt.2023.1196907] [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: 03/30/2023] [Accepted: 06/05/2023] [Indexed: 07/11/2023] Open
Abstract
Introduction Online psychotherapy is a form of work that is becoming more and more popular. Public health problems, such as COVID-19, forced mental health professionals and patients to incorporate new methodologies such as the use of electronic media and internet to provide follow-up, treatment and also supervision. The aim of this study was to investigate which factors shape the therapists' attitudes toward online psychotherapy during a pandemic taking into account: (1) attitudes toward the COVID-19 pandemic (fear of contagion, pandemic fatigue, etc.), (2) personal characteristics of the psychotherapists (age, gender, feeling of efficacy, anxiety, depression, etc.), and (3) characteristics of the psychotherapeutic practice (guideline procedure, client age group, professional experience, etc). Materials and methods Study participants were 177 psychotherapists from four European countries: Poland (n = 48), Germany (n = 44), Sweden (n = 49), and Portugal (n = 36). Data were collected by means of an individual online survey through the original questionnaire and the standardized scales: a modified version of the Attitudes toward Psychological Online Interventions Scale (APOI), Fear of Contagion by COVID-19 Scale (FCS COVID-19), Pandemic Fatigue Scale (PFS), Hospital Anxiety and Depression Scale (HADS), Social Support Questionnaire (F-SozU K-14), and the Sense of Efficiency Test (SET). Results Determinants that impacted psychotherapists' attitudes toward online therapy were: COVID-19 belief in prevention-keeping distance and hand disinfection, pandemic behavioral fatigue, previous online therapy experience (including voice call), working with youth and adults. Our study showed that belief in the sense of prevention in the form of taking care of hand disinfection before the session, pandemic behavioral fatigue and experience in working with adults were significant predictors of negative attitudes of therapists toward online psychological interventions. On the other hand, belief in the sense of prevention in the form of keeping distance during the session had a positive effect on general attitudes toward therapy conducted via the internet. Discussion The online therapy boom during the COVID-19 pandemic has spawned a powerful tool for psychotherapists. More research in this area and training of psychotherapists are needed for online psychological interventions to become an effective therapy format that is accepted by patients and therapists alike.
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Affiliation(s)
- Emilia Rutkowska
- Institute of Psychology, University of Szczecin, Szczecin, Poland
| | - Joanna Furmańska
- Institute of Psychology, University of Szczecin, Szczecin, Poland
| | - Hakan Lane
- Brandenburg Medical School Theodor Fontane, Brandenburg an der Havel, Brandenburg, Germany
| | - Cristiana C. Marques
- Center for Research in Neuropsychology and Cognitive and Behavioral Intervention (CINEICC), Faculty of Psychology and Educational Sciences, University of Coimbra, Coimbra, Portugal
| | - Maria João Martins
- Center for Research in Neuropsychology and Cognitive and Behavioral Intervention (CINEICC), Faculty of Psychology and Educational Sciences, University of Coimbra, Coimbra, Portugal
- University of Coimbra Health Services, University of Coimbra, Coimbra, Portugal
| | - Najam us Sahar
- Fatima Jinnah Women University, Rawalpindi, Punjab, Pakistan
| | - Johannes Meixner
- Brandenburg Medical School Theodor Fontane, Brandenburg an der Havel, Brandenburg, Germany
| | - Valeria Tullio
- Department of Health Promotion, Maternal and Child Care, “G. D’Alessandro”, University of Palermo, Palermo, Sicily, Italy
| | - Antonina Argo
- Department of Health Promotion, Maternal and Child Care, “G. D’Alessandro”, University of Palermo, Palermo, Italy, University of Palermo, Palermo, Sicily, Italy
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Isaacs A, Mitchell EKL, Sutton K, Naughton M, Hine R, Bullock S, Azar D, Maybery D. Clinicians' and Users' Views and Experiences of a Tele-Mental Health Service Implemented Alongside the Public Mental Health System during the COVID-19 Pandemic. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:ijerph20105870. [PMID: 37239597 DOI: 10.3390/ijerph20105870] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Revised: 05/11/2023] [Accepted: 05/15/2023] [Indexed: 05/28/2023]
Abstract
A tele-mental health model called Head to Health was implemented in the state of Victoria, Australia to address the crisis caused by the COVID-19 pandemic. It was a free centralized intake service that adopted a targeted approach with several novel elements, such as stepped care and telehealth. This study examines the views and experiences of clinicians and service users of the tele-mental health service in the Gippsland region of Victoria during the COVID-19 pandemic. Data from clinicians were obtained via an online 10-item open-ended survey instrument and from service users through semi-structured interviews. Data were obtained from 66 participants, including 47 clinician surveys and 19 service user interviews. Six categories emerged from the data. They were: 'Conditions where use of tele-mental health is appropriate', 'Conditions where tele-mental health may not be useful', 'Advantages of tele-mental health', 'Challenges in using tele-mental health', 'Client outcomes with tele-mental health', and 'Recommendations for future use'. This is one of a few studies where clinicians' and service users' views and experiences have been explored together to provide a nuanced understanding of perspectives on the efficacy of tele-mental health when it was implemented alongside public mental health services.
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Affiliation(s)
- Anton Isaacs
- School of Rural Health, Monash University, Warragul, VIC 3820, Australia
| | | | - Keith Sutton
- School of Rural Health, Monash University, Warragul, VIC 3820, Australia
| | - Michael Naughton
- School of Rural Health, Monash University, Warragul, VIC 3820, Australia
| | - Rochelle Hine
- School of Rural Health, Monash University, Warragul, VIC 3820, Australia
| | - Shane Bullock
- School of Rural Health, Monash University, Warragul, VIC 3820, Australia
| | - Denise Azar
- School of Rural Health, Monash University, Warragul, VIC 3820, Australia
- Gippsland Primary Health Network, Traralgon, VIC 3844, Australia
| | - Darryl Maybery
- School of Rural Health, Monash University, Warragul, VIC 3820, Australia
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Grazzi L, Montisano DA, Raggi A, Rizzoli P. The Be-Home Kids Program: An Integrated Approach for Delivering Behavioral Therapies to Adolescents with Episodic and Chronic Migraine. Brain Sci 2023; 13:brainsci13040699. [PMID: 37190664 DOI: 10.3390/brainsci13040699] [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: 03/29/2023] [Revised: 04/17/2023] [Accepted: 04/20/2023] [Indexed: 05/17/2023] Open
Abstract
Migraine disorders are common in populations of children and adolescents. There are different pharmacological treatments for migraine in young patients, but none have specific indications, and doubts about their efficacy exist. The feasibility and effectiveness of behavioral approaches have already been documented in clinical experiences, and they are generally associated with fewer or no unpleasant effects. Among them, mindfulness practice offers a suitable alternative to other adolescent treatments. We present the results of a pilot study, the Be-Home Kids program, performed during the COVID-19 emergency. It was delivered by web and included education on drug use, lifestyle issues, and six sessions of mindfulness-based behavioral practice. We assessed headache frequency, medication intake, and other psychological variables and followed twenty-one adolescents with chronic or high-frequency episodic migraine without aura for 12 months. Results indicated an overall clinical improvement, particularly a 64% reduction in headache frequency over 12 months. In conclusion, our results indicate that a combined treatment which includes patients' education and six sessions of mindfulness-based practice delivered over the web, can be of great support in reducing headache frequency, medication intake, and the associated psychological burden disability in adolescent migraine patients.
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Affiliation(s)
- Licia Grazzi
- SC Neuroalgologia-Centro Cefalee, Fondazione IRCCS Istituto Neurologico Carlo Besta, 20133 Milan, Italy
| | - Danilo Antonio Montisano
- SC Neuroalgologia-Centro Cefalee, Fondazione IRCCS Istituto Neurologico Carlo Besta, 20133 Milan, Italy
| | - Alberto Raggi
- SC Neurologia Salute Pubblica e Disabilità, Fondazione IRCCS Istituto Neurologico Carlo Besta, 20133 Milan, Italy
| | - Paul Rizzoli
- John Graham Headache Center, Brigham & Women's Faulkner Hospital, Harvard Medical School, Boston, MA 02115, USA
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Marciano L, Saboor S. Reinventing mental health care in youth through mobile approaches: Current status and future steps. Front Psychol 2023; 14:1126015. [PMID: 36968730 PMCID: PMC10033533 DOI: 10.3389/fpsyg.2023.1126015] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Accepted: 02/17/2023] [Indexed: 03/12/2023] Open
Abstract
In this perspective, we aim to bring together research on mobile assessments and interventions in the context of mental health care in youth. After the COVID-19 pandemic, one out of five young people is experiencing mental health problems worldwide. New ways to face this burden are now needed. Young people search for low-burden services in terms of costs and time, paired with high flexibility and easy accessibility. Mobile applications meet these principles by providing new ways to inform, monitor, educate, and enable self-help, thus reinventing mental health care in youth. In this perspective, we explore the existing literature reviews on mobile assessments and interventions in youth through data collected passively (e.g., digital phenotyping) and actively (e.g., using Ecological Momentary Assessments-EMAs). The richness of such approaches relies on assessing mental health dynamically by extending beyond the confines of traditional methods and diagnostic criteria, and the integration of sensor data from multiple channels, thus allowing the cross-validation of symptoms through multiple information. However, we also acknowledge the promises and pitfalls of such approaches, including the problem of interpreting small effects combined with different data sources and the real benefits in terms of outcome prediction when compared to gold-standard methods. We also explore a new promising and complementary approach, using chatbots and conversational agents, that encourages interaction while tracing health and providing interventions. Finally, we suggest that it is important to continue to move beyond the ill-being framework by giving more importance to intervention fostering well-being, e.g., using positive psychology.
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Affiliation(s)
- Laura Marciano
- Harvard T.H. Chan School of Public Health, Boston, MA, United States
- Lee Kum Sheung Center for Health and Happiness and Dana Farber Cancer Institute, Boston, MA, United States
| | - Sundas Saboor
- Harvard T.H. Chan School of Public Health, Boston, MA, United States
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29
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Gong XG, Wang LP, Rong G, Zhang DN, Zhang AY, Liu C. Effects of online mindfulness-based interventions on the mental health of university students: A systematic review and meta-analysis. Front Psychol 2023; 14:1073647. [PMID: 36844353 PMCID: PMC9944037 DOI: 10.3389/fpsyg.2023.1073647] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 01/23/2023] [Indexed: 02/10/2023] Open
Abstract
Objectives Mental health problems among university students are a cause of widespread concern. Mindfulness-based interventions (MBIs) delivered online have considerable potential to help university students manage mental health challenges. However, there is no consensus regarding the efficacy of online MBIs. This meta-analysis aims to determine whether MBIs are feasible and effective for improving university students' mental health. Methods Randomised controlled trials (RCTs) in Web of Science, PubMed, Cochrane Library, Embase and the US National Library of Medicine (Clinical Trial Registry) published through August 31, 2022, were searched. Two reviewers selected the trials, conducted a critical appraisal, and extracted the data. Nine RCTs met our inclusion criteria. Results This analysis showed that online MBIs were effective in improving depression (standardised mean difference [SMD] = -0.27; 95% confidence interval [CI], -0.48 to -0.07; P = 0.008), anxiety (SMD = -0.47; 95% CI, -080 to -0.14; P = 0.006), stress (SMD = -0.58; 95% CI, -0.79 to -0.37; P < 0.00001), and mindfulness (SMD = 0.71; 95% CI, 0.17 to 1.25; p = 0.009) in university students. No significant effect was found on wellbeing (SMD = 0.30; 95% CI, -0.00 to 0.60; P = 0.05). Conclusion The findings indicated that online MBIs could effectively improve the mental health of university students. Nevertheless, additional rigorously designed RCTs are required. Systematic review registration https://inplasy.com/inplasy-2022-9-0099/, identifier INPLASY202290099.
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Affiliation(s)
- Xiao-Gang Gong
- Department of Medicine, College of Special Education, Beijing Union University, Beijing, China
| | - Le-Peng Wang
- School of Humanities, Beijing University of Chinese Medicine, Beijing, China
| | - Guang Rong
- Department of Education, Faculty of Educational Sciences, University of Helsinki, Helsinki, Finland
| | - Dao-Ning Zhang
- Department of Diagnostics of Traditional Chinese Medicine, School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
| | - A-Yuan Zhang
- Department of Primary Education, Teachers College, Beijing Union University, Beijing, China,College of Education, Capital Normal University, Beijing, China,*Correspondence: A-Yuan Zhang,
| | - Chao Liu
- School of Journalism and Communication, Huaqiao University, Xiamen, China,Business Analytics Research Center, Chang Gung University, Taoyuan City, Taiwan,Chao Liu,
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dos Santos MF, Simões C, Santos AC, Lebre P, Grazzani I. Does Online Implementation Make a Difference in the Effects of a Mental Health Curriculum at Schools? INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:16990. [PMID: 36554870 PMCID: PMC9779368 DOI: 10.3390/ijerph192416990] [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: 11/28/2022] [Revised: 12/14/2022] [Accepted: 12/15/2022] [Indexed: 06/17/2023]
Abstract
COVID-19 changed and challenged education, with schools obliged to adapt to online settings. This study aims to evaluate the impact of a mental health curriculum implemented at schools, considering the implementation settings: online, onsite, and mixed (online and onsite). From kindergarten to high school, 933 students were evaluated by teachers regarding their social and emotional learning, strengths and difficulties, and academic outcomesin two measuring times: pre- and post-test. A qualitative analysis of teachers' adaptations to the online implementation was also conducted. Results revealed a positive impact with both mixed and onsite implementation. However, the mixed format demonstrated significant positive changes between the pre-and post-test, namely in relationship skills, responsible decision-making, internalized problems, and academic achievement. The mixed format with few online activities appears to have a more positive impact on students. Nevertheless, implementing social and emotional skills (SES) activities exclusively online seems to positively affect some SES domains more than onsite and mixed formats. Teachers used synchronous (e.g., digital platforms) and asynchronous (e.g., extra resources) adaptations for the implementation. This study shows that implementing mental health programs at schools, in this case, PROMEHS, is beneficial for students, even amidst the pandemic, and regardless of the implementation settings.
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Affiliation(s)
| | - Celeste Simões
- Faculdade de Motricidade Humana, Universidade de Lisboa, 1495-751 Lisbon, Portugal
- Instituto de Saúde Ambiental, Faculdade de Medicina, Universidade de Lisboa, 1649-028 Lisbon, Portugal
| | - Anabela Caetano Santos
- Faculdade de Motricidade Humana, Universidade de Lisboa, 1495-751 Lisbon, Portugal
- Instituto de Saúde Ambiental, Faculdade de Medicina, Universidade de Lisboa, 1649-028 Lisbon, Portugal
| | - Paula Lebre
- Faculdade de Motricidade Humana, Universidade de Lisboa, 1495-751 Lisbon, Portugal
- Instituto de Etnomusicologia INET-MD, Faculdade de Motricidade Humana, Universidade de Lisboa, 1495-751 Lisbon, Portugal
| | - Ilaria Grazzani
- Department of Human Science for Education “R. Massa”, University of Milano-Bicocca, 20126 Milan, Italy
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Ramshaw G, McKeown A, Lee R, Conlon A, Brown D, Kennedy PJ. Introduction of Technology to Support Young People’s Care and Mental Health—A Rapid Evidence Review. CHILD & YOUTH CARE FORUM 2022; 52:509-531. [PMID: 35966643 PMCID: PMC9362215 DOI: 10.1007/s10566-022-09700-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/08/2022] [Indexed: 11/23/2022]
Abstract
Background Technology and its use within mental health services has advanced dramatically over recent years. Opportunities for mental health services to utilise technology to introduce novel, effective, and more efficient means of delivering assessment, and treatment are increasing. Objective The current rapid-evidence paper reviews evidence regarding the introduction of novel technology to support young people’s mental health and psychological well-being. Methods A rapid evidence review was conducted. PSYCHINFO and CINAHL were searched for research articles between 2016 and 2021 that were specific to young people, mental health, and technology developments within this domain. N = 27 studies which explored the introduction, feasibility, and value of technology for mental health purposes were included in a narrative synthesis. Quality or risk of bias analyses were not completed. Results Overall, technological advancements in young people’s care were considered positive and engaging for young people. Factors including resources, efficiency of care, engagement, therapeutic effectiveness, ethical considerations, therapeutic alliance, and flexibility were considered within this review. Nevertheless, potential barriers include clinician concerns, socioeconomic factors, and motivation. Conclusion Effective and sustained use of technology within young people’s mental health services will depend on the technology’s usability, efficiency, and ability to engage young people. This paper expands on existing research by reviewing a broader range of technology proposed to support young people’s mental health and well-being. This will assist in the application of novel technological advancements by indicating effectiveness, preferences, potential barriers, and recommendations for the feasibility and efficacy of introducing technology into young people’s services.
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Lekagul A, Piancharoen P, Chattong A, Suradom C, Tangcharoensathien V. Living through the psychological consequences of COVID-19 pandemic: a systematic review of effective mitigating interventions. BMJ Open 2022; 12:e060804. [PMID: 35882462 PMCID: PMC9329730 DOI: 10.1136/bmjopen-2022-060804] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
OBJECTIVE This review assesses interventions and their effectiveness in mitigating psychological consequences from pandemic. METHOD Published English literatures were searched from four databases (Medline, PubMed, Embase and PsycINFO) from January 2020 and September 2021. A total of 27 papers with 29 studies (one paper reported three studies) met inclusion criteria. Cochrane risk-of-bias tool is applied to assess the quality of all randomised controlled trials (RCT). RESULTS All studies were recently conducted in 2020. Publications were from high-income (13, 44.8%), upper middle-income (12, 41.4%) and lower middle-income countries (3, 10.3%) and global (1, 3.5%). Half of the studies conducted for general population (51.7%). One-third of studies (8, 27.6%) provided interventions to patients with COVID-19 and 20.7% to healthcare workers. Of the 29 studies, 14 (48.3%) were RCT. All RCTs were assessed for risk of biases; five studies (15, 35.7%) had low risk as measured against all six dimensions reflecting high-quality study.Of these 29 studies, 26 diagnostic or screening measures were applied; 8 (30.9%) for anxiety, 7 (26.9%) for depression, 5 (19.2%) for stress, 5 (19.2%) for insomnia and 1 (3.8%) for suicide. Measures used to assess the baseline and outcomes of interventions were standardised and widely applied by other studies with high level of reliability and validity. Of 11 RCT studies, 10 (90.9%) showed that anxiety interventions significantly lowered anxiety in intervention groups. Five of the six RCT studies (83.3%) had significantly reduced the level of depression. Most interventions for anxiety and stress were mindfulness and meditation based. CONCLUSIONS Results from RCT studies (11%, 78.6%) were effective in mitigating psychological consequences from COVID-19 pandemic when applied to healthcare workers, patients with COVID-19 and general population. These effective interventions can be applied and scaled up in other country settings through adaptation of modes of delivery suitable to country resources, pandemic and health system context.
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Affiliation(s)
- Angkana Lekagul
- International Health Policy Program, Amphur Muang, Nonthaburi, Thailand
| | | | - Anamika Chattong
- International Health Policy Program, Amphur Muang, Nonthaburi, Thailand
| | - Chawisa Suradom
- Psychiatry, Chiang Mai University Faculty of Medicine, Chiang Mai, Thailand
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The Form in Formal Thought Disorder: A Model of Dyssyntax in Semantic Networking. AI 2022. [DOI: 10.3390/ai3020022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Formal thought disorder (FTD) is a clinical mental condition that is typically diagnosable by the speech productions of patients. However, this has been a vexing condition for the clinical community, as it is not at all easy to determine what “formal” means in the plethora of symptoms exhibited. We present a logic-based model for the syntax–semantics interface in semantic networking that can not only explain, but also diagnose, FTD. Our model is based on description logic (DL), which is well known for its adequacy to model terminological knowledge. More specifically, we show how faulty logical form as defined in DL-based Conception Language (CL) impacts the semantic content of linguistic productions that are characteristic of FTD. We accordingly call this the dyssyntax model.
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