1
|
Baka E, Tan YR, Wong BLH, Xing Z, Yap P. A scoping review of digital interventions for the promotion of mental health and prevention of mental health conditions for young people. OXFORD OPEN DIGITAL HEALTH 2025; 3:oqaf005. [PMID: 40230873 PMCID: PMC11932149 DOI: 10.1093/oodh/oqaf005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 10/24/2024] [Accepted: 01/31/2025] [Indexed: 04/16/2025]
Abstract
Digital mental health (DMH) interventions leveraging digital technologies, such as mobile applications, web-based platforms, artificial intelligence and wearable devices, have emerged as a promising avenue for addressing the mental health needs of young people. This scoping review examines the landscape of primary and secondary preventive DMH interventions for young people aged 10-24 years. Six electronic databases were searched, leading to a final incorporation of 81 studies published between 2010 and 2022. Each of these studies corresponds to a unique DMH intervention. Our findings reveal that research activity in the area of promotive and preventive DMH interventions started gaining ground from 2019 onwards, with the majority of studies conducted in Australia and the USA. 70% of the total studies targeted the prevention of mental health conditions. Randomized controlled trials were the predominant study methodology, while mental well-being, depressive disorders, anxiety disorders, life skills and disorders specifically associated with stress were the most targeted mental health or well-being conditions. Finally, mobile applications and web interfaces were the most studied form of DMH interventions. Most of these applications have integrated advanced AI/ML algorithms to serve the purpose of personalization and real-time monitoring. However, there is a marked need for more emphasis on preventive and, especially, promotive mental health measures, as well as the active inclusion of low- and middle-income countries in future research.
Collapse
Affiliation(s)
- Evangelia Baka
- HealthAI, Rue de Varembé 7, 1202, Geneva, Switzerland
- Information Service Science, Faculty of Economics and Management, University of Geneva, 1205, Geneva, Switzerland
| | - Yi-Roe Tan
- HealthAI, Rue de Varembé 7, 1202, Geneva, Switzerland
| | - Brian Li Han Wong
- Department of International Health, Care and Public Health Research Institute, Maastricht University, Universiteitssingel 40, 6229 ER, Maastricht, Netherlands
- Digital Health Section, European Public Health Association (EUPHA), Otterstraat 118, 3513 CR, Utrecht, The Netherlands
- Digital Public Health Task Force, Association of Schools of Public Health in the European Region (ASPHER), UM Brussels Campus, Av de Tervueren 153, BE-1150, Brussels, Belgium
| | - Zhongyue Xing
- School of Public Health and Preventive Medicine, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, 161 Barry St, Carlton VIC 3010, Australia
| | - Peiling Yap
- HealthAI, Rue de Varembé 7, 1202, Geneva, Switzerland
| |
Collapse
|
2
|
Joosten F, Bakker J, Daemen M, van Amelsvoort T, Reininghaus U. Looking for the good in times of adversity: Examining the interplay of temperament and social schemas in shaping resilience in youth. Early Interv Psychiatry 2024; 18:920-929. [PMID: 38642010 DOI: 10.1111/eip.13532] [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: 12/02/2021] [Revised: 03/14/2024] [Accepted: 04/08/2024] [Indexed: 04/22/2024]
Abstract
AIM Resilience is a broad and dynamic concept that can be seen as being constituted by the combination of internal factors, for example, temperament profiles, and external factors, for example, social support. This paper aimed to identify temperament profiles in help-seeking youth exposed to adverse childhood experiences, and to investigate whether temperament (putative internal protective factor) interacts with social schemas (as proxy for the putative external protective factor social support) such that their combination is associated with (a) reduced mental health problems and (b) attenuated decrease in positive affect following daily life stressors. METHODS Self-report questionnaires were used to measure temperament, social schemas and mental health problems. The experience sampling method was used to assess stress and positive affect (i.e., stress-sensitivity as a potential daily life resilience mechanism). Temperament profiles were identified by latent profile analysis and regression analyses were used to examine (interaction) effects. RESULTS In 138 subjects, three temperament profiles were identified, that is, a moderate, volatile and persevering profile, of which the latter was negatively associated with mental health problems. Neither mental health problems nor stress sensitivity were found to be affected by the interaction between temperament and social schemas. However, positive social schemas were found to be independently associated with reduced mental health problems (b = -4.41; p = <.001) and reduced stress sensitivity (b = .10, p = .044). CONCLUSIONS Findings are relevant for both practice and research, and contribute to improving our understanding of putative protective factor in the development of mental ill-health, thereby further unravelling the construct of resilience.
Collapse
Affiliation(s)
- Frankie Joosten
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
- Department of Child en Youth Mental Health, Mondriaan Mental Health Centre, Heerlen, The Netherlands
| | - Jindra Bakker
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
- Department of Child en Youth Mental Health, Mondriaan Mental Health Centre, Heerlen, The Netherlands
| | - Maud Daemen
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Therese van Amelsvoort
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
- Department of Child en Youth Mental Health, Mondriaan Mental Health Centre, Heerlen, The Netherlands
| | - Ulrich Reininghaus
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
- ESRC Centre for Society & Mental Health, King's College London, London, UK
- Centre for Epidemiology and Public Health, Health Service and Population Research Department, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| |
Collapse
|
3
|
Postma MR, Vrancken S, Daemen M, Meulen IHVD, Volbragt N, Delespaul P, Haan LD, Pluijm MVD, Breedvelt JJF, Gaag MVD, Lindauer R, Berg DVD, Bockting C, Amelsvoort TV, Schwannauer M, Doi L, Reininghaus U. Working mechanisms of the use and acceptability of ecological momentary interventions: a realist evaluation of a guided self-help ecological momentary intervention targeting self-esteem. BMC Public Health 2024; 24:1633. [PMID: 38898412 PMCID: PMC11186172 DOI: 10.1186/s12889-024-19143-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Accepted: 06/14/2024] [Indexed: 06/21/2024] Open
Abstract
BACKGROUND Technology improves accessibility of psychological interventions for youth. An ecological momentary intervention (EMI) is a digital intervention geared toward intervening in daily life to enhance the generalizability and ecological validity, and to be able to intervene in moments most needed. Identifying working mechanisms of the use of ecological momentary interventions might generate insights to improve interventions. METHODS The present study investigates the working mechanisms of the use and acceptability of an ecological momentary intervention, named SELFIE, targeting self-esteem in youth exposed to childhood trauma, and evaluates under what circumstances these mechanisms of use and acceptability do or do not come into play. A realist evaluation approach was used for developing initial program theories (data: expert interviews and a stakeholders focus group), and subsequently testing (data: 15 interviews with participants, a focus group with therapists, debriefing questionnaire), and refining them. RESULTS The SELFIE intervention is offered through a smartphone application enabling constant availability of the intervention and thereby increasing accessibility and feasibility. When the intervention was offered on their personal smartphone, this enhanced a sense of privacy and less hesitance in engaging with the app, leading to increased disclosure and active participation. Further, the smartphone application facilitates the practice of skills in daily life, supporting the repeated practice of exercises in different situations leading to the generalizability of the effect. Buffering against technical malfunction seemed important to decrease its possible negative effects. CONCLUSIONS This study enhanced our understanding of possible working mechanisms in EMIs, such as the constant availability supporting increased accessibility and feasibility, for which the use of the personal smartphone was experienced as a facilitating context. Hereby, the current study contributes to relatively limited research in this field. For the field to move forward, mechanisms of use, and acceptability of EMIs need to be understood. It is strongly recommended that alongside efficacy trials of an EMI on specific target mechanisms, a process evaluation is conducted investigating the working mechanisms of use. TRIAL REGISTRATION The current paper reports on a realist evaluation within the SELFIE trial (Netherlands Trial Register NL7129 (NTR7475)).
Collapse
Affiliation(s)
- Mary Rose Postma
- Department of Psychiatry and Neuropychology, School for Mental Health and Neuroscience, Maastricht University, Vijverdalseweg 1, Maastricht, 6226 NB, the Netherlands.
- Mondriaan Mental Health Center, Heerlen, The Netherlands.
| | | | - Maud Daemen
- Department of Psychiatry and Neuropychology, School for Mental Health and Neuroscience, Maastricht University, Vijverdalseweg 1, Maastricht, 6226 NB, the Netherlands
| | | | - Nele Volbragt
- Department of Psychiatry and Neuropychology, School for Mental Health and Neuroscience, Maastricht University, Vijverdalseweg 1, Maastricht, 6226 NB, the Netherlands
| | - Philippe Delespaul
- Department of Psychiatry and Neuropychology, School for Mental Health and Neuroscience, Maastricht University, Vijverdalseweg 1, Maastricht, 6226 NB, the Netherlands
- Mondriaan Mental Health Center, Heerlen, The Netherlands
| | - Lieuwe de Haan
- Department of Psychiatry, Amsterdam Public Health, Amsterdam University Medical Centers (location AMC), Amsterdam, The Netherlands
| | - Marieke van der Pluijm
- Department of Psychiatry, Amsterdam Public Health, Amsterdam University Medical Centers (location AMC), Amsterdam, The Netherlands
| | - Josefien Johanna Froukje Breedvelt
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, London, UK
| | - Mark van der Gaag
- Department of Clinical Psychology, VU University, Amsterdam, The Netherlands
| | - Ramon Lindauer
- Department of Child and Adolescent Psychiatry, Amsterdam UMC, location Academic Medical Center, Amsterdam, The Netherlands
- Levvel, Academic Centre for Child and Adolescent Psychiatry, Amsterdam, The Netherlands
| | - David van den Berg
- Department of Clinical Psychology, VU University, Amsterdam, The Netherlands
- Parnassia Academy, The Hague, The Netherlands
| | - Claudi Bockting
- Department of Psychiatry, Amsterdam Public Health, Amsterdam University Medical Centers (location AMC), Amsterdam, The Netherlands
- Centre for Urban Mental Health, University of Amsterdam, Amsterdam, The Netherlands
| | - Therese van Amelsvoort
- Department of Psychiatry and Neuropychology, School for Mental Health and Neuroscience, Maastricht University, Vijverdalseweg 1, Maastricht, 6226 NB, the Netherlands
- Mondriaan Mental Health Center, Heerlen, The Netherlands
| | | | - Lawrence Doi
- School of Health in Social Science, University of Edinburgh, Edinburgh, UK
| | - Ulrich Reininghaus
- Department of Public Mental Health, Medical Faculty Mannheim, Central Institute of Mental Health, Heidelberg University, Mannheim, Germany
- ESRC Centre for Society and Mental Health and Social Epidemiology Research Group, King's College London, London, UK
- Health Service and Population Research Department, Centre for Epidemiology and Public Health, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| |
Collapse
|
4
|
Reininghaus U, Daemen M, Postma MR, Schick A, Hoes-van der Meulen I, Volbragt N, Nieman D, Delespaul P, de Haan L, van der Pluijm M, Breedvelt JJF, van der Gaag M, Lindauer R, Boehnke JR, Viechtbauer W, van den Berg D, Bockting C, van Amelsvoort T. Transdiagnostic Ecological Momentary Intervention for Improving Self-Esteem in Youth Exposed to Childhood Adversity: The SELFIE Randomized Clinical Trial. JAMA Psychiatry 2024; 81:227-239. [PMID: 38019495 PMCID: PMC10687716 DOI: 10.1001/jamapsychiatry.2023.4590] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Accepted: 10/06/2023] [Indexed: 11/30/2023]
Abstract
Importance Targeting low self-esteem in youth exposed to childhood adversity is a promising strategy for preventing adult mental disorders. Ecological momentary interventions (EMIs) allow for the delivery of youth-friendly, adaptive interventions for improving self-esteem, but robust trial-based evidence is pending. Objective To examine the efficacy of SELFIE, a novel transdiagnostic, blended EMI for improving self-esteem plus care as usual (CAU) compared with CAU only. Design, Setting, and Participants This was a 2-arm, parallel-group, assessor-blinded, randomized clinical trial conducted from December 2018 to December 2022. The study took place at Dutch secondary mental health services and within the general population and included youth (aged 12-26 years) with low self-esteem (Rosenberg Self-Esteem Scale [RSES] <26) exposed to childhood adversity. Interventions A novel blended EMI (3 face-to-face sessions, email contacts, app-based, adaptive EMI) plus CAU or CAU only. Main Outcomes and Measures The primary outcome was RSES self-esteem at postintervention and 6-month follow-up. Secondary outcomes included positive and negative self-esteem, schematic self-beliefs, momentary self-esteem and affect, general psychopathology, quality of life, observer-rated symptoms, and functioning. Results A total of 174 participants (mean [SD] age, 20.7 [3.1] years; 154 female [89%]) were included in the intention-to-treat sample, who were primarily exposed to childhood emotional abuse or neglect, verbal or indirect bullying, and/or parental conflict. At postintervention, 153 participants (87.9%) and, at follow-up, 140 participants (80.5%), provided primary outcome data. RSES self-esteem was, on average, higher in the experimental condition (blended EMI + CAU) than in the control condition (CAU) across both postintervention and follow-up as a primary outcome (B = 2.32; 95% CI, 1.14-3.50; P < .001; Cohen d-type effect size [hereafter, Cohen d] = 0.54). Small to moderate effect sizes were observed suggestive of beneficial effects on positive (B = 3.85; 95% CI, 1.83-5.88; P < .001; Cohen d = 0.53) and negative (B = -3.78; 95% CI, -6.59 to -0.98; P = .008; Cohen d = -0.38) self-esteem, positive (B = 1.58; 95% CI, 0.41-2.75; P = .008; Cohen d = 0.38) and negative (B = -1.71; 95% CI, -2.93 to -0.48; P = .006; Cohen d = -0.39) schematic self-beliefs, momentary self-esteem (B = 0.29; 95% CI, 0.01-0.57; P = .04; Cohen d = 0.24), momentary positive affect (B = 0.23; 95% CI, 0.01-0.45; P = .04; Cohen d = 0.20), momentary negative affect (B = -0.33; 95% CI, -0.59 to -0.03, P = .01, Cohen d = -0.27), general psychopathology (B = -17.62; 95% CI, -33.03 to -2.21; P = .03; Cohen d = -0.34), and quality of life (B = 1.16; 95% CI, 0.18-2.13; P = .02; Cohen d = 0.33) across postintervention and follow-up. No beneficial effects on symptoms and functioning were observed. Conclusions and Relevance A transdiagnostic, blended EMI demonstrated efficacy on the primary outcome of self-esteem and signaled beneficial effects on several secondary outcomes. Further work should focus on implementing this novel EMI in routine public mental health provision. Trial Registration Dutch Trial Register Identifier:NL7129(NTR7475).
Collapse
Affiliation(s)
- Ulrich Reininghaus
- Central Institute of Mental Health, Department of Public Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
- Centre for Epidemiology and Public Health, Institute of Psychiatry, Psychology & Neuroscience, Health Service and Population Research Department, King’s College London, London, United Kingdom
| | - Maud Daemen
- Central Institute of Mental Health, Department of Public Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
| | - Mary Rose Postma
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
- Mondriaan Mental Health Centre, Maastricht, the Netherlands
| | - Anita Schick
- Central Institute of Mental Health, Department of Public Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | | | - Nele Volbragt
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
| | - Dorien Nieman
- Department of Psychiatry, Amsterdam University Medical Centers (location AMC), Amsterdam Public Health, Amsterdam, the Netherlands
| | - Philippe Delespaul
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
| | - Lieuwe de Haan
- Department of Psychiatry, Amsterdam University Medical Centers (location AMC), Amsterdam Public Health, Amsterdam, the Netherlands
| | - Marieke van der Pluijm
- Department of Psychiatry, Amsterdam University Medical Centers (location AMC), Amsterdam Public Health, Amsterdam, the Netherlands
| | - Josefien Johanna Froukje Breedvelt
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, United Kingdom
| | - Mark van der Gaag
- Department of Clinical Psychology, VU University, Amsterdam, the Netherlands
| | - Ramon Lindauer
- Department of Child and Adolescent Psychiatry, Amsterdam UMC, location Academic Medical Center, Amsterdam, the Netherlands
- Levvel, Academic Centre for Child and Adolescent Psychiatry, Amsterdam, the Netherlands
| | - Jan R. Boehnke
- Central Institute of Mental Health, Department of Public Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
- School of Health Sciences, University of Dundee, Dundee, United Kingdom
| | - Wolfgang Viechtbauer
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
| | - David van den Berg
- Department of Clinical Psychology, VU University, Amsterdam, the Netherlands
- Department of Psychosis research, Parnassia Psychiatric Institute, The Hague, the Netherlands
| | - Claudi Bockting
- Department of Psychiatry, Amsterdam University Medical Centers (location AMC), Amsterdam Public Health, Amsterdam, the Netherlands
- Centre for Urban Mental Health, University of Amsterdam, Amsterdam, the Netherlands
| | - Therese van Amelsvoort
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
- Mondriaan Mental Health Centre, Maastricht, the Netherlands
- Koraal, YiP, Urmond, the Netherlands
| |
Collapse
|
5
|
Diego S, Morales A, Orgilés M. Benefits of Super Skills for Life in a randomized controlled trial in clinical settings for Spanish children with comorbid conditions. Dev Psychopathol 2023:1-10. [PMID: 37746750 DOI: 10.1017/s0954579423001189] [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: 09/26/2023]
Abstract
Emotional disorders in children are often associated with low self-concept and problems with peers, and in many cases externalizing symptoms. Super Skills for Life (SSL) is a transdiagnostic treatment for emotional problems in children that has also shown benefits in other comorbid symptoms. This study aimed to examine, for the first time, the effect of SSL on a clinical sample of Spanish children aged 8-12 years with a major emotional disorder and comorbid externalizing symptoms and low self-concept. A quasi-experimental design with two groups, pretest and posttest, was carried out. Thirty-eight children received the SSL intervention, and 36 children were assigned to a wait-list control (WLC) group. Children in SSL showed statistically fewer posttest emotional symptoms (p < .001), peer problems (p = .002), and overall internalizing and externalizing difficulties (p = .005) compared to children in WLC, in addition to higher posttest self-concept (p = .002). There were no differences in the postinterventional changes between boys and girls in internalizing and externalizing symptoms. However, significant differences were found in some facets of self-concept. The results of this study suggest that the SSL protocol may be useful in Spanish clinical contexts. Still, more research is needed to overcome some of the inherent limitations.
Collapse
Affiliation(s)
- Sara Diego
- Department of Health Psychology, Miguel Hernandez University of Elche, Elche, Spain
| | - Alexandra Morales
- Department of Health Psychology, Miguel Hernandez University of Elche, Elche, Spain
| | - Mireia Orgilés
- Department of Health Psychology, Miguel Hernandez University of Elche, Elche, Spain
| |
Collapse
|
6
|
Ader L, Schick A, Löffler M, Löffler A, Beiner E, Eich W, Vock S, Sirazitdinov A, Malone C, Hesser J, Hopp M, Ruckes C, Flor H, Tesarz J, Reininghaus U. Refocusing of Attention on Positive Events Using Monitoring-Based Feedback and Microinterventions for Patients With Chronic Musculoskeletal Pain in the PerPAIN Randomized Controlled Trial: Protocol for a Microrandomized Trial. JMIR Res Protoc 2023; 12:e43376. [PMID: 37728983 PMCID: PMC10551789 DOI: 10.2196/43376] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 07/13/2023] [Accepted: 07/17/2023] [Indexed: 09/22/2023] Open
Abstract
BACKGROUND Chronic musculoskeletal pain (CMSP) affects between 13% and 47% of the population, with a global growth rate of 20.3% within the last 15 years, suggesting that there is a high need for effective treatments. Pain diaries have long been a common tool in nonpharmacological pain treatment for monitoring and providing feedback on patients' symptoms in daily life. More recently, positive refocusing techniques have come to be used, promoting pain-free episodes and positive outcomes rather than focusing on managing the pain. OBJECTIVE This study aims to evaluate the feasibility (ie, acceptability, intervention adherence, and fidelity) and initial signals of efficacy of the PerPAIN app, an ecological momentary intervention for patients with CMSP. The app comprises digitalized monitoring using the experience sampling method (ESM) and feedback. In addition, the patients receive 3 microinterventions targeted at refocusing of attention on positive events. METHODS In a microrandomized trial, we will recruit 35 patients with CMSP who will be offered the app for 12 weeks. Participants will be prompted to fill out 4 ESM monitoring questionnaires a day assessing information on their current context and the proximal outcome variables: absence of pain, positive mood, and subjective activity. Participants will be randomized daily and weekly to receive no feedback, verbal feedback, or visual feedback on proximal outcomes assessed by the ESM. In addition, the app will encourage participants to complete 3 microinterventions based on positive psychology and cognitive behavioral therapy techniques. These microinterventions are prompts to report joyful moments and everyday successes or to plan pleasant activities. After familiarizing themselves with each microintervention individually, participants will be randomized daily to receive 1 of the 3 exercises or none. We will assess whether the 2 feedback types and the 3 microinterventions increase proximal outcomes at the following time point. The microrandomized trial is part of the PerPAIN randomized controlled trial (German Clinical Trials Register DRKS00022792) investigating a personalized treatment approach to enhance treatment outcomes in CMSP. RESULTS Approval was granted by the Ethics Committee II of the University of Heidelberg on August 4, 2020. Recruitment for the microrandomized trial began in May 2021 and is ongoing at the time of submission. By October 10, 2022, a total of 24 participants had been enrolled in the microrandomized trial. CONCLUSIONS This trial will provide evidence on the feasibility of the PerPAIN app and the initial signals of efficacy of the different intervention components. In the next step, the intervention would need to be further refined and investigated in a definitive trial. This ecological momentary intervention presents a potential method for offering low-level accessible treatment to a wide range of people, which could have substantial implications for public health by reducing disease burden of chronic pain in the population. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/43376.
Collapse
Affiliation(s)
- Leonie Ader
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Anita Schick
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Martin Löffler
- Institute of Cognitive and Clinical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Annette Löffler
- Institute of Cognitive and Clinical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Eva Beiner
- Department of General Internal Medicine and Psychosomatics, Heidelberg University, Heidelberg, Germany
| | - Wolfgang Eich
- Department of General Internal Medicine and Psychosomatics, Heidelberg University, Heidelberg, Germany
| | - Stephanie Vock
- Department of General Internal Medicine and Psychosomatics, Heidelberg University, Heidelberg, Germany
| | - Andrei Sirazitdinov
- Data Analysis and Modeling, Mannheim Institute for Intelligent Systems in Medicine, Medical School Mannheim, Heidelberg University, Mannheim, Germany
| | - Christopher Malone
- Institute of Cognitive and Clinical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Jürgen Hesser
- Data Analysis and Modeling, Mannheim Institute for Intelligent Systems in Medicine, Medical School Mannheim, Heidelberg University, Mannheim, Germany
- Central Institute for Scientific Computing, Heidelberg University, Heidelberg, Germany
- Central Institute for Computer Engineering, Heidelberg University, Heidelberg, Germany
- CZS Heidelberg Center for Model-Based AI, Heidelberg University, Heidelberg, Germany
| | - Michael Hopp
- Interdisciplinary Center for Clinical Trials, Johannes Gutenberg University Medical Center, Mainz, Germany
| | - Christian Ruckes
- Interdisciplinary Center for Clinical Trials, Johannes Gutenberg University Medical Center, Mainz, Germany
| | - Herta Flor
- Institute of Cognitive and Clinical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Jonas Tesarz
- Department of General Internal Medicine and Psychosomatics, Heidelberg University, Heidelberg, Germany
| | - Ulrich Reininghaus
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- Centre for Epidemiology and Public Health, Health Service and Population Research Department, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom
- ESRC Centre for Society and Mental Health, King´s College London, London, United Kingdom
| |
Collapse
|
7
|
Götzl C, Hiller S, Rauschenberg C, Schick A, Fechtelpeter J, Fischer Abaigar U, Koppe G, Durstewitz D, Reininghaus U, Krumm S. Artificial intelligence-informed mobile mental health apps for young people: a mixed-methods approach on users' and stakeholders' perspectives. Child Adolesc Psychiatry Ment Health 2022; 16:86. [PMID: 36397097 PMCID: PMC9672578 DOI: 10.1186/s13034-022-00522-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Accepted: 11/05/2022] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Novel approaches in mobile mental health (mHealth) apps that make use of Artificial Intelligence (AI), Ecological Momentary Assessments, and Ecological Momentary Interventions have the potential to support young people in the achievement of mental health and wellbeing goals. However, little is known on the perspectives of young people and mental health experts on this rapidly advancing technology. This study aims to investigate the subjective needs, attitudes, and preferences of key stakeholders towards an AI-informed mHealth app, including young people and experts on mHealth promotion and prevention in youth. METHODS We used a convergent parallel mixed-method study design. Two semi-structured online focus groups (n = 8) and expert interviews (n = 5) to explore users and stakeholders perspectives were conducted. Furthermore a representative online survey was completed by young people (n = 666) to investigate attitudes, current use and preferences towards apps for mental health promotion and prevention. RESULTS Survey results show that more than two-thirds of young people have experience with mHealth apps, and 60% make regular use of 1-2 apps. A minority (17%) reported to feel negative about the application of AI in general, and 19% were negative about the embedding of AI in mHealth apps. This is in line with qualitative findings, where young people displayed rather positive attitudes towards AI and its integration into mHealth apps. Participants reported pragmatic attitudes towards data sharing and safety practices, implying openness to share data if it adds value for users and if the data request is not too intimate, however demanded transparency of data usage and control over personalization. Experts perceived AI-informed mHealth apps as a complementary solution to on-site delivered interventions in future health promotion among young people. Experts emphasized opportunities in regard with low-threshold access through the use of smartphones, and the chance to reach young people in risk situations. CONCLUSIONS The findings of this exploratory study highlight the importance of further participatory development of training components prior to implementation of a digital mHealth training in routine practice of mental health promotion and prevention. Our results may help to guide developments based on stakeholders' first recommendations for an AI-informed mHealth app.
Collapse
Affiliation(s)
- Christian Götzl
- Department of Psychiatry II, University of Ulm and BKH Guenzburg, Lindenallee 2, Guenzburg, 89312, Ulm, Germany. .,Department of Forensic Psychiatry and Psychotherapy, University of Ulm and BKH Guenzburg, Ulm, Germany.
| | - Selina Hiller
- grid.6582.90000 0004 1936 9748Department of Psychiatry II, University of Ulm and BKH Guenzburg, Lindenallee 2, Guenzburg, 89312 Ulm, Germany
| | - Christian Rauschenberg
- grid.7700.00000 0001 2190 4373Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Anita Schick
- grid.7700.00000 0001 2190 4373Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Janik Fechtelpeter
- grid.7700.00000 0001 2190 4373Department of Theoretical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Unai Fischer Abaigar
- grid.7700.00000 0001 2190 4373Department of Theoretical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Georgia Koppe
- grid.7700.00000 0001 2190 4373Department of Theoretical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany ,grid.7700.00000 0001 2190 4373Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Daniel Durstewitz
- grid.7700.00000 0001 2190 4373Department of Theoretical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Ulrich Reininghaus
- grid.7700.00000 0001 2190 4373Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany ,grid.13097.3c0000 0001 2322 6764Centre for Epidemiology and Public Health, Health Service and Population Research Department, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK ,grid.13097.3c0000 0001 2322 6764ESRC Centre for Society and Mental Health, King’s College London, London, UK
| | - Silvia Krumm
- grid.6582.90000 0004 1936 9748Department of Psychiatry II, University of Ulm and BKH Guenzburg, Lindenallee 2, Guenzburg, 89312 Ulm, Germany
| |
Collapse
|
8
|
Chavez-Baray SM, Martinez O, Chaparro P, Moya EM. The Use of Photovoice Methodology to Assess Health Needs and Identify Opportunities Among Migrant Transgender Women in the U.S.-Mexico Border. Front Public Health 2022; 10:865944. [PMID: 35664104 PMCID: PMC9160798 DOI: 10.3389/fpubh.2022.865944] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Accepted: 03/11/2022] [Indexed: 11/21/2022] Open
Abstract
Psychosocial, social and structural conditions have rarely been studied among transgender women in the U.S.-Mexico Border. This study used Photovoice methodology to empower migrant transgender women of color (TWC) to reflect on realities from their own perspectives and experiences and promote critical dialogue, knowledge, and community action. Sixteen participants documented their daily experiences through photography, engaged in photo-discussions to assess needs and identify opportunities, and developed a community-informed Call to Action. Four major themes emerged from the participants' photographs, discussions, and engagement: (1) mental health, (2) migration experiences and challenges, (3) stigma, discrimination, and resiliency, and (4) impact of the COVID-19 pandemic. Through active community engagement, a Call to Action was developed. A binational advisory committee of decision makers and scholars reviewed a set of recommendations to better respond to the needs of TWC in the U.S.-Mexico Border. Photovoice served as an empowerment tool for TWC to assess the myriad of syndemic conditions, including mental health, stigma, discrimination and COVID-19, affecting them daily and identify initiatives for change.
Collapse
Affiliation(s)
- Silvia M. Chavez-Baray
- Department of Social Work, University of Texas at El Paso, El Paso, TX, United States
- Chicano Studies, College of Liberal Arts, University of Texas at El Paso, El Paso, TX, United States
- Border Biomedical Research Center, College of Science, University of Texas at El Paso, El Paso, TX, United States
| | - Omar Martinez
- School of Social Work, College of Public Health, Temple University Philadelphia, Philadelphia, PA, United States
| | - Perla Chaparro
- Department of Social Work, University of Texas at El Paso, El Paso, TX, United States
| | - Eva M. Moya
- Department of Social Work, University of Texas at El Paso, El Paso, TX, United States
- Border Biomedical Research Center, College of Science, University of Texas at El Paso, El Paso, TX, United States
| |
Collapse
|