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Tembo CP, Portsmouth L, Burns SK. Mapping the contextual mental health interventions for perinatal adolescent mothers with self-reported common mental symptoms (anxiety and depression) in sub-Saharan African countries: a scoping review. J Child Adolesc Ment Health 2024:1-18. [PMID: 38828874 DOI: 10.2989/17280583.2024.2323922] [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: 06/05/2024]
Abstract
Introduction: Early preventive interventions may support adolescent mothers' mental health during the perinatal period. However, adolescent maternal mental health interventions have received little empirical research attention. This scoping review maps the evidence on interventions appropriate for adolescent mothers during the perinatal period in Sub-Saharan African countries.Methods: The process was guided by the Joanna Briggs Institute's methodology for scoping reviews. Five databases, MEDLINE, EMBASE, PsycInfo, CINAHL, Google Scholar, and ProQuest, were searched for citations of studies published from 2000. The reporting is according to Preferred Reporting for Systematic Reviews and Meta-analysis (PRISMA).Results: The initial search of databases resulted in 2 757 records. After duplicates were removed, 311 records were screened, and eight records included. Interventions included five key strategies: cognitive behavioural therapy; group problem-solving; psychoeducation; psychosocial group counselling; and integrated mothers and babies course and early childhood development group-based intervention. None of the interventions specifically targeted adolescent mothers, however.Discussion and conclusion: There is limited evidence of interventions specific to adolescent mothers. There is a need for the development, implementation and evaluation of specific interventions relevant to this population group.
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Affiliation(s)
- Chimwemwe Pindani Tembo
- Saint John of God College of Health Sciences, Mzuzu Malawi
- Population Health, Curtin University, Perth, Australia
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Carlisle K, Kamstra P, Carlisle E, McCosker A, De Cotta T, Kilpatrick S, Steiner A, Kahl B, Farmer J. A qualitative exploration of online forums to support resilience of rural young people in Australia. Front Public Health 2024; 12:1335476. [PMID: 38841668 PMCID: PMC11150697 DOI: 10.3389/fpubh.2024.1335476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 05/07/2024] [Indexed: 06/07/2024] Open
Abstract
Introduction Prevention and early intervention are crucial strategies for improving young people's mental health and well-being. Building resilience is a key component of these strategies, especially among young individuals in rural areas who face well-documented mental health disparities. This study aimed to investigate how online mental health forums can contribute to enhancing individual resilience in young rural users. Methods A sample of forum posts (n = 1,000) made by Australian rural users (18-25 years) on an online peer support mental health forum were qualitatively analyzed. The analysis was guided by themes derived from the literature on indicators of rural resilience. Results Analysis of forum posts showed evidence of rural resilience in forum users. Online peer support forums offered a virtual space for individuals to establish social connections, experience a sense of belonging, share information, acquire knowledge, and offer mutual support. There were indications of increased self-efficacy among forum users, as they demonstrated their ability to implement strategies for better managing their mental health. Discussion These findings significantly contribute to our understanding of how online forums can enhance resilience factors that are beneficial for young people living in rural communities. In the context of prevention and early intervention, this study illustrates the intricate connections between forum design and user activity with resilience outcomes, providing valuable insights into the underlying causal mechanisms. Consequently, it emphasizes the importance of incorporating such digital interventions as integral components of mental health service ecosystems.
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Affiliation(s)
- Karen Carlisle
- College of Medicine and Dentistry, James Cook University, Douglas, QLD, Australia
| | | | - Emily Carlisle
- College of Medicine and Dentistry, James Cook University, Douglas, QLD, Australia
| | - Anthony McCosker
- Department of Media and Communications, Swinburne University of Technology, Melbourne, VIC, Australia
| | - Tracy De Cotta
- Social Innovation Research Unit, Swinburne University of Technology, Melbourne, VIC, Australia
| | | | - Artur Steiner
- Glasgow Caledonian University, Yunus Centre, Glasgow, United Kingdom
| | | | - Jane Farmer
- Social Innovation Research Unit, Swinburne University of Technology, Melbourne, VIC, 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 2024:10.1007/s10567-024-00469-4. [PMID: 38489101 DOI: 10.1007/s10567-024-00469-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/28/2024] [Indexed: 03/17/2024]
Abstract
Youth-specific digital mental health interventions (DMHI) represent an emerging field of study, and aim to increase access, improve socioemotional outcomes, and, where required, support triage to targeted interventions. However, prior reviews have reported inconsistent findings on the clinical effectiveness of such interventions in young adults (12-25 years). Further, shortfalls remain for the impact of guided interventions based on the mode of delivery and the type of human support personnel (e.g., professional or peer) guiding the intervention. In response, this systematic review, co-designed with Australia's leading mental health organization, aims to assess the effectiveness of guided digital programs in improving youth socioemotional outcomes. Included studies involve young people experiencing mental ill-health, receiving brief (i.e., 1-12 sessions), digitally delivered (at least partially) psychological interventions that were guided or partially guided, tested in a type of experimental study, with a socioemotional outcome. Specific socioemotional outcomes examined were depression, anxiety, stress, wellbeing, mindfulness, and quality of life. A systematic search of the contemporary published and grey literature identified 22,482 records with 32 relevant records published between 2018 and 2023. A narrative synthesis guided integration of findings. Results demonstrated strong evidence for the effectiveness of guided interventions on socioemotional outcomes (i.e., depression, anxiety, stress) yet these effects were short-lived. When factoring in the use of different control groups (i.e., active vs. inactive), inconsistent effects were observed for the socioemotional outcomes of depression, anxiety, and stress. The mode of delivery (i.e., asynchronous, synchronous, combined) and the type of human support personnel did not appear to impact socioemotional outcomes. Results indicate efficacious brief digital interventions for depression and anxiety include refresher/follow-up content, goal setting content, and relapse prevention content. In contrast, poor efficacy is associated with interventions that include homework tasks, self-monitoring, and log-keeping content.PROSPERO, ID CRD42023405812.
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Affiliation(s)
- Jessica E Opie
- School of Psychology & Public Health, The Bouverie Centre, La Trobe University, 8 Gardiner Street, Brunswick, Melbourne, VA, 3056, Australia.
- La Trobe University, Melbourne, VA, 3000, Australia.
| | - An Vuong
- School of Psychology & Public Health, The Bouverie Centre, La Trobe University, 8 Gardiner Street, Brunswick, Melbourne, VA, 3056, Australia
- La Trobe University, Melbourne, VA, 3000, Australia
| | - Ellen T Welsh
- School of Psychology & Public Health, The Bouverie Centre, La Trobe University, 8 Gardiner Street, Brunswick, Melbourne, VA, 3056, Australia
- La Trobe University, Melbourne, VA, 3000, Australia
| | - Richard Gray
- La Trobe University, Melbourne, VA, 3000, Australia
| | - Natalie Pearce
- La Trobe University, Melbourne, VA, 3000, Australia
- Latrobe University, Bendigo, VIC, 3551, Australia
| | - Sonia Marchionda
- School of Psychology & Public Health, The Bouverie Centre, La Trobe University, 8 Gardiner Street, Brunswick, Melbourne, VA, 3056, Australia
- La Trobe University, Melbourne, VA, 3000, Australia
| | | | - Hanan Khalil
- La Trobe University, Melbourne, VA, 3000, Australia
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Duagi D, Carter B, Farrelly M, Lisk S, Shearer J, Byford S, James K, Brown JS. Long-term effects of psychosocial interventions for adolescents on depression and anxiety: a systematic review and meta-analysis. EClinicalMedicine 2024; 68:102382. [PMID: 38273890 PMCID: PMC10809118 DOI: 10.1016/j.eclinm.2023.102382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 11/28/2023] [Accepted: 12/01/2023] [Indexed: 01/27/2024] Open
Abstract
Background Adolescence represents a distinctive phase of development, and variables linked to this developmental period could affect the efficiency of prevention and treatment for depression and anxiety, as well as the long-term prognosis. The objectives of this study were to investigate the long-term effectiveness of psychosocial interventions for adolescents on depression and anxiety symptoms and to assess the influence of different intervention parameters on the long-term effects. Methods In this systematic review and meta-analysis, we searched five databases (Cochrane Library, Embase, Medline, PsychInfo, Web of Science) and trial registers for relevant papers published between database inception and Aug 11, 2022, with no restrictions on the language or region in which the study was conducted. An updated search was performed on Oct 3, 2023. Randomised controlled trials of psychosocial interventions targeting specifically adolescents were included if they assessed outcomes at 1-year post-intervention or more. The risk of bias in the results was assessed using the Cochrane RoB 2.0. Between-study heterogeneity was estimated using the I2 statistic. The primary outcome was depression and studies were pooled using a standardised mean difference, with associated 95% confidence interval, p-value and I2. The study protocol was pre-registered on PROSPERO (CRD42022348668). Findings 57 reports (n = 46,678 participants) were included in the review. Psychosocial interventions led to small reductions in depressive symptoms, with standardised mean difference (SMD) at 1-year of -0.08 (95% CI: -0.20 to -0.03, p = 0.002, I2 = 72%), 18-months SMD = -0.12, 95% CI: -0.22 to -0.01, p = 0.03, I2 = 63%) and 2-years SMD = -0.12 (95% CI: -0.20 to -0.03, p = 0.01, I2 = 68%). Sub-group analyses indicated that targeted interventions produced stronger effects, particularly when delivered by trained mental health professionals (K = 18, SMD = -0.24, 95% CI: -0.38 to -0.10, p = 0.001, I2 = 60%). No effects were detected for anxiety at any assessment. Interpretation Psychosocial interventions specifically targeting adolescents were shown to have small but positive effects on depression symptoms but not anxiety symptoms, which were sustained up to 2 years. These findings highlight the potential population-level preventive effects if such psychosocial interventions become widely implemented in accessible settings, such as schools. Future trials should include a longer term-follow-up at least at 12 months, in order to determine whether the intervention effects improve, stay the same or wear off over time. Funding UKRIMedical Research Council.
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Affiliation(s)
- Denis Duagi
- Department of Psychology, Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, London, UK
| | - Ben Carter
- Department of Biostatistics and Health Informatics, Institute of Psychology, Psychiatry and Neuroscience (IoPPN), King's College London, London, UK
| | - Maria Farrelly
- Department of Psychology, Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, London, UK
| | - Stephen Lisk
- Department of Psychology, Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, London, UK
| | - James Shearer
- Health Service and Population Research Department, Institute of Psychology, Psychiatry and Neuroscience (IoPPN), King's College London, London, UK
| | - Sarah Byford
- Health Service and Population Research Department, Institute of Psychology, Psychiatry and Neuroscience (IoPPN), King's College London, London, UK
| | - Kirsty James
- Department of Biostatistics and Health Informatics, Institute of Psychology, Psychiatry and Neuroscience (IoPPN), King's College London, London, UK
| | - June S.L. Brown
- Department of Psychology, Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, London, UK
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van Doorn M, Monsanto A, Wang CL, Verfaillie SCJ, van Amelsvoort TAMJ, Popma A, Jaspers MWM, Öry F, Alvarez-Jimenez M, Gleeson JF, Nieman DH. The Effects of a Digital, Transdiagnostic, Clinically and Peer-Moderated Treatment Platform for Young People With Emerging Mental Health Complaints: Repeated Measures Within-Subjects Study. JMIR Mhealth Uhealth 2023; 11:e50636. [PMID: 38090802 PMCID: PMC10753424 DOI: 10.2196/50636] [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: 07/07/2023] [Revised: 09/19/2023] [Accepted: 10/18/2023] [Indexed: 12/18/2023] Open
Abstract
BACKGROUND To address the growing prevalence of youth mental health problems, early intervention is crucial to minimize individual, societal, and economic impacts. Indicative prevention aims to target emerging mental health complaints before the onset of a full-blown disorder. When intervening at this early stage, individuals are more responsive to treatment, resulting in cost-effective outcomes. The Moderated Online Social Therapy platform, which was successfully implemented and proven effective in Australia, is a digital, peer- and clinically moderated treatment platform designed for young people. The Netherlands was the first country outside Australia to implement this platform, under the name Engage Young People Early (ENYOY). It has the potential to reduce the likelihood of young people developing serious mental health disorders. OBJECTIVE This study aims to investigate the effects on young people using the ENYOY-platform in relation to psychological distress, psychosocial functioning, and positive health parameters. METHODS Dutch-speaking young people with emerging mental health complaints (N=131) participated in the ENYOY-platform for 6 months in a repeated measures within-subjects study. Psychological distress, psychosocial functioning, and positive health parameters were assessed at baseline and 3, 6, and 12 months. Repeated measures ANOVA was conducted and adjusted for age, sex, therapy, and community activity. The Reliable Change Index and Clinically Significant Index were computed to compare the baseline with the 6- and 12-month measurements. The missing data rate was 22.54% and the dropout rate 62.6% (82/131). RESULTS The primary analysis (77/131, 58.8%) showed that psychological distress decreased and psychosocial functioning improved over time with large effect sizes (P<.001 in both cases; ηp2=0.239 and 0.318, respectively) independent of age (P=.76 for psychological distress and P=.48 for psychosocial functioning), sex (P=.24 and P=.88, respectively), therapy activity (P=.49 and P=.80, respectively), or community activity (P=.59 and P=.48, respectively). Similarly, secondary analyses (51/131, 38.9%) showed significant effects of time on the quality of life, well-being, and meaningfulness positive health parameters (P<.05; ηp2=0.062, 0.140, and 0.121, respectively). Improvements in all outcome measures were found between baseline and 3 and 6 months (P≤.001-.01; d=0.23-0.62) and sustained at follow-up (P=.18-.97; d=0.01-0.16). The Reliable Change Index indicated psychological distress improvements in 38% (39/102) of cases, no change in 54.9% (56/102) of cases, and worsening in 5.9% (6/102) of cases. Regarding psychosocial functioning, the percentages were 50% (51/102), 43.1% (44/102), and 6.9% (7/102), respectively. The Clinically Significant Index demonstrated clinically significant changes in 75.5% (77/102) of cases for distress and 89.2% (91/102) for functioning. CONCLUSIONS This trial demonstrated that the ENYOY-platform holds promise as a transdiagnostic intervention for addressing emerging mental health complaints among young people in the Netherlands and laid the groundwork for further clinical research. It would be of great relevance to expand the population on and service delivery of the platform. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.1186/s12888-021-03315-x.
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Affiliation(s)
- Marilon van Doorn
- Amsterdam University Medical Centers (Location AMC), Amsterdam, Netherlands
- Amsterdam Public Health Research Institute, Amsterdam, Netherlands
| | - Anne Monsanto
- Amsterdam University Medical Centers (Location AMC), Amsterdam, Netherlands
- Antes, Rotterdam, Netherlands
| | - Chen Lu Wang
- Amsterdam University Medical Centers (Location AMC), Amsterdam, Netherlands
| | - Sander C J Verfaillie
- Amsterdam University Medical Centers (Location AMC), Amsterdam, Netherlands
- GGZ inGeest Specialized Mental Health Care, Amsterdam, Netherlands
| | | | - Arne Popma
- Amsterdam University Medical Centers (Location AMC), Amsterdam, Netherlands
| | - Monique W M Jaspers
- Department of Medical Informatics, Amsterdam Public Health Research Institute, Amsterdam University Medical Centers (Location AMC), Amsterdam, Netherlands
| | | | - Mario Alvarez-Jimenez
- Centre for Youth Mental Health, The University of Melbourne, Melbourne, Australia
- Orygen, Melbourne, Australia
| | - John F Gleeson
- Healthy Brain and Mind Research Centre and School of Behavioural and Health Sciences, Australian Catholic University, Melbourne, Australia
| | - Dorien H Nieman
- Amsterdam University Medical Centers (Location AMC), Amsterdam, Netherlands
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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: 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: 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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van Doorn M, Monsanto A, Boeschoten CM, van Amelsvoort T, Popma A, Öry FG, Alvarez-Jimenez M, Gleeson J, Jaspers MWM, Nieman DH. Moderated digital social therapy for young people with emerging mental health problems: A user-centered mixed-method design and usability study. Front Digit Health 2023; 4:1020753. [PMID: 36698649 PMCID: PMC9869113 DOI: 10.3389/fdgth.2022.1020753] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 12/19/2022] [Indexed: 01/11/2023] Open
Abstract
Introduction Over 25% of Dutch young people are psychologically unhealthy. Individual and societal consequences that follow from having mental health complaints at this age are substantial. Young people need care which is often unavailable. ENgage YOung people earlY (ENYOY) is a moderated digital social therapy-platform that aims to help youngsters with emerging mental health complaints. Comprehensive research is being conducted into the effects and to optimize and implement the ENYOY-platform throughout the Netherlands. The aim of this study is to explore the usability and user experience of the ENYOY-platform. Methods A user-centered mixed-method design was chosen. 26 young people aged 16-25 with emerging mental health complaints participated. Semi-structured interviews were conducted to explore usability, user-friendliness, impact, accessibility, inclusivity, and connection (Phase 1). Phase 2 assessed usability problems using the concurrent and retrospective Think Aloud-method. User experience and perceived helpfulness were assessed using a 10-point rating scale and semi-structured interviews (Phase 3). The Health Information Technology Usability Evaluation Scale (Health-ITUES; Phase 1) and System Usability Scale (SUS; Phase 2 and 3) were administered. Qualitative data was analyzed using thematic analysis. Task completion rate and time were tracked and usability problems were categorized using the Nielsen's rating scale (Phase 2). Results Adequate to high usability was found (Phase 1 Health-ITUES 4.0(0.34); Phase 2 SUS 69,5(13,70); Phase 3 SUS 71,6(5,63)). Findings from Phase 1 (N = 10) indicated that users viewed ENYOY as a user-friendly, safe, accessible, and inclusive initiative which helped them reduce their mental health complaints and improve quality of life. Phase 2 (N = 10) uncovered 18 usability problems of which 5 of major severity (e.g. troubles accessing the platform). Findings from Phase 3 (N = 6) suggested that users perceived the coaching calls the most helpful [9(0.71)] followed by the therapy content [6.25(1.41)]. Users liked the social networking aspect but rated it least helpful [6(2.1)] due to inactivity. Conclusion The ENYOY-platform has been found to have adequate to high usability and positive user experiences were reported. All findings will be transferred to the developmental team to improve the platform. Other evaluation methods and paring these with quantitative outcomes could provide additional insight in future research.
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Affiliation(s)
- Marilon van Doorn
- Amsterdam University Medical Centers (Location AMC), Amsterdam, Netherlands,Correspondence: M. van Doorn
| | - Anne Monsanto
- Amsterdam University Medical Centers (Location AMC), Amsterdam, Netherlands
| | - Cato M. Boeschoten
- Amsterdam University Medical Centers (Location AMC), Amsterdam, Netherlands
| | - Thérèse van Amelsvoort
- Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, Netherlands
| | - Arne Popma
- Amsterdam University Medical Centers (Location AMC), Amsterdam, Netherlands
| | | | - Mario Alvarez-Jimenez
- Centre for Youth Mental Health, The University of Melbourne, Parkville, VIC, Australia,Orygen, Parkville, VIC, Australia
| | - John Gleeson
- Healthy Brain and Mind Research Centre and School of Behavioural and Health Sciences, Australian Catholic University, Melbourne, Australia
| | - Monique W. M. Jaspers
- Department of Medical Informatics, Amsterdam Public Health Research Institute, Amsterdam UMC-Location AMC, University of Amsterdam, Amsterdam, Netherlands
| | - Dorien H. Nieman
- Amsterdam University Medical Centers (Location AMC), Amsterdam, Netherlands
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Li Y, Li C, Zhang T, Wu L, Lin X, Li Y, Wang L, Yang H, Lu D, Miao D, Fang P. Questionnaires based on natural language processing elicit immersive ruminative thinking in ruminators: Evidence from behavioral responses and EEG data. Front Neurosci 2023; 17:1118650. [PMID: 36950128 PMCID: PMC10025410 DOI: 10.3389/fnins.2023.1118650] [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: 12/07/2022] [Accepted: 02/06/2023] [Indexed: 03/08/2023] Open
Abstract
Rumination is closely related to mental disorders and can thus be used as a marker of their presence or a predictor of their development. The presence of masking and fabrication in psychological selection can lead to inaccurate detection of psychological disorders. Human language is considered crucial in eliciting specific conscious activities, and the use of natural language processing (NLP) in the development of questionnaires for psychological tests has the potential to elicit immersive ruminative thinking, leading to changes in neural activity. Electroencephalography (EEG) is commonly used to detect and record neural activity in the human brain and is sensitive to changes in brain activity. In this study, we used NLP to develop a questionnaire to induce ruminative thinking and then recorded the EEG signals in response to the questionnaire. The behavioral results revealed that ruminators exhibited higher arousal rates and longer reaction times, specifically in response to the ruminative items of the questionnaire. The EEG results showed no significant difference between the ruminators and the control group during the resting state; however, a significant alteration in the coherence of the entire brain of the ruminators existed while they were answering the ruminative items. No differences were found in the control participants while answering the two items. These behavioral and EEG results indicate that the questionnaire elicited immersive ruminative thinking, specifically in the ruminators. Therefore, the questionnaire designed using NLP is capable of eliciting ruminative thinking in ruminators, offering a promising approach for the early detection of mental disorders in psychological selection.
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Affiliation(s)
- Yulong Li
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China
| | - Chenxi Li
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China
| | - Tian Zhang
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China
| | - Lin Wu
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China
| | - Xinxin Lin
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China
| | - Yijun Li
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China
| | - Lingling Wang
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China
| | - Huilin Yang
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China
| | - Diyan Lu
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China
| | - Danmin Miao
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China
- Key Laboratory of Military Medical Psychology and Stress Support of PLA, Xi'an, China
- *Correspondence: Danmin Miao
| | - Peng Fang
- Department of Military Medical Psychology, Air Force Medical University, Xi'an, China
- Key Laboratory of Military Medical Psychology and Stress Support of PLA, Xi'an, China
- Shaanxi Provincial Key Laboratory of Bioelectromagnetic Detection and Intelligent Perception, Xi'an, China
- School of Biomedical Engineering, Air Force Medical University, Xi'an, China
- Peng Fang
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Gatto AJ, Elliott TJ, Briganti JS, Stamper MJ, Porter ND, Brown AM, Harden SM, Cooper LD, Dunsmore JC. Development and Feasibility of an Online Brief Emotion Regulation Training (BERT) Program for Emerging Adults. Front Public Health 2022; 10:858370. [PMID: 35757621 PMCID: PMC9226550 DOI: 10.3389/fpubh.2022.858370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Accepted: 05/16/2022] [Indexed: 11/17/2022] Open
Abstract
Mental wellness is a critical component of healthy development in emerging adulthood and serves to protect against stress and promote resilience against psychopathology. Emotion regulation is a key mechanism for effective prevention because of its role in socio-emotional competence and its transdiagnostic significance for psychopathology. In this feasibility study, a brief, time and cost-effective emotion regulation training program for emerging adults (BERT) was developed and tested using the RE-AIM framework. Importantly, building interventions within the context of an implementation framework, such as the RE-AIM framework, enhances the chances that an intervention will be able to scale out and scale up. First, the brainwriting premortem method was utilized to refine program content, conducting focus groups a priori to identify potential program failures prior to program implementation. Undergraduate students (n = 12) attended four focus groups presenting initial program content. Four clinicians were also interviewed to determine program barriers. Qualitative analyses aggregated participant feedback to identify compliments, changes, and concerns about BERT and critical feedback was immediately implemented prior to initial testing. BERT was rooted in cognitive-behavioral practices and informed by the Gross model of emotion regulation. The 5-week program was then examined in a college sample (N = 42) to evaluate implementation (low attrition, high content engagement, favorable attitudes, low incidence of technical errors, costs), reach (enrollment and completion demographics comparable to the population in which recruitment took place), and efficacy (positive change in emotion regulation pre- to post-program). Of the recruited participants, 36 remained in the study where 27 completed at least 80% of program content. Repeated-measures ANOVAs exhibited significant improvements in emotion regulation, psychological distress, and negative affectivity, suggesting promising initial efficacy. Initial data provide support for feasibility and a future randomized control trial. BERT has potential significance for promoting healthy development as its brief electronic format reduced barriers and the program development process incorporated stakeholder feedback at multiple levels to inform better implementation and dissemination.
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Affiliation(s)
- Alyssa Jo Gatto
- Department of Psychology, Virginia Tech, Blacksburg, VA, United States
| | | | | | | | - Nathaniel D. Porter
- University Libraries, Virginia Tech, Blacksburg, VA, United States
- Department of Sociology, Virginia Tech, Blacksburg, VA, United States
| | - Anne M. Brown
- University Libraries, Virginia Tech, Blacksburg, VA, United States
| | - Samantha M. Harden
- Department of Human Nutrition, Foods, and Exercise, Virginia Tech, Blacksburg, VA, United States
| | - Lee D. Cooper
- Department of Psychology, Virginia Tech, Blacksburg, VA, United States
| | - Julie C. Dunsmore
- Department of Psychological, Health and Learning Sciences, University of Houston, Houston, TX, United States
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10
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van Doorn M, Nijhuis LA, Monsanto A, van Amelsvoort T, Popma A, Jaspers MWM, Noordzij ML, Öry FG, Alvarez-Jimenez M, Nieman DH. Usability, Feasibility, and Effect of a Biocueing Intervention in Addition to a Moderated Digital Social Therapy-Platform in Young People With Emerging Mental Health Problems: A Mixed-Method Approach. Front Psychiatry 2022; 13:871813. [PMID: 35693972 PMCID: PMC9174529 DOI: 10.3389/fpsyt.2022.871813] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 04/22/2022] [Indexed: 12/04/2022] Open
Abstract
Introduction To optimize treatment, it is of utmost importance to take into account the myriad of biological, social, and psychological changes that young people go through during adolescence which make them more vulnerable for developing mental health problems. Biocueing, a non-invasive method to transform physiological parameters into an observable signal, could strengthen stress- and emotion regulation by cueing physiologically unusual values in daily life. The aim of this study is to investigate the usability, feasibility, and exploratory effect of biocueing in addition to ENgage YOung people earlY (ENYOY), a moderated digital social therapy-platform, in young people with emerging mental health complaints. Methods A user-centered mixed-method design was used. A focus group was conducted to optimize the ENYOY-platform and biocueing intervention. Biocueing was operationalized by a smartwatch and the Sense-IT app. A within-subjects design was used; 10 days for all participants 'biofeedback off' (control), followed by 10 days 'biofeedback on' (experimental). Emotional awareness and perceived stress were measured using ecological momentary assessment. Eight individuals participated. User-friendliness, usability, and acceptance were assessed using a qualitative design. Results Findings from the focus group resulted in several adaptations of the biocueing intervention to the ENYOY-platform and vice versa. The average measurement compliance rate was 78.8%. Level-one findings showed different individual effects on perceived stress and emotional awareness. Level-two analyses showed no overall effects on perceived stress (B = -0.020, p = 0.562) and overall positive effects on emotional awareness (B = 0.030, p = 0.048) with small effect sizes (Improvement Rate Difference = 0.05-0.35). The intervention was found to be acceptable and showed moderate usability. Participants indicated they experienced improvements in reflection on feelings and changes in behavior, such as pausing and evaluating the situation. Conclusion These preliminary results show that biocueing could be a promising addition to digital treatment platforms and help young people become more emotionally aware. Improvements should be made regarding the usability and acceptability of the smartwatch, as well as more extensive integration of the biocueing intervention with a digital treatment platform. It would be relevant to gain a better understanding of which individuals would benefit most from an additional biocueing intervention.
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Affiliation(s)
| | | | - Anne Monsanto
- Amsterdam University Medical Centers, Amsterdam, Netherlands
| | - Thérèse van Amelsvoort
- Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, Netherlands
| | - Arne Popma
- Amsterdam University Medical Centers, Amsterdam, Netherlands
| | - Monique W. M. Jaspers
- Department of Medical Informatics, Amsterdam Public Health Research Institute, Amsterdam UMC-Location AMC, University of Amsterdam, Amsterdam, Netherlands
| | - Matthijs L. Noordzij
- Department of Psychology, Health and Technology, University of Twente, Enschede, Netherlands
| | | | - Mario Alvarez-Jimenez
- Centre for Youth Mental Health, The University of Melbourne, Parkville, VIC, Australia
- Orygen, Parkville, VIC, Australia
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11
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Birnbaum ML, Garrett C, Baumel A, Germano NT, Lee C, Sosa D, Ngo H, Fox KH, Dixon L, Kane JM. Digital Strategies to Accelerate Help-Seeking in Youth With Psychiatric Concerns in New York State. Front Psychiatry 2022; 13:889602. [PMID: 35664474 PMCID: PMC9157179 DOI: 10.3389/fpsyt.2022.889602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 04/27/2022] [Indexed: 11/13/2022] Open
Abstract
Background Mental illness in transition age youth is common and treatment initiation is often delayed. Youth overwhelmingly report utilizing the Internet to gather information while psychiatric symptoms emerge, however, most are not yet ready to receive a referral to care, forestalling the established benefit of early intervention. Methods A digital outreach campaign and interactive online care navigation platform was developed and deployed in New York State on October 22, 2020. The campaign offers live connection to a peer or counselor, a self-assessment mental health quiz, and educational material all designed to promote help-seeking in youth and their allies. Results Between October 22, 2020 and July 31, 2021, the campaign resulted in 581,981 ad impressions, 16,665 (2.9%) clicks, and 13,717 (2.4%) unique website visitors. A third (4,562, 33.2%) completed the quiz and 793 (0.1%) left contact information. Of those, 173 (21.8%) completed a virtual assessment and 155 (19.5%) resulted in a referral to care. The median age of those referred was 21 years (IQR = 11) and 40% were considered to be from low-income areas. Among quiz completers, youth endorsing symptoms of depression or anxiety were more likely to leave contact information (OR = 2.18, 95% CI [1.39, 3.41] and OR = 1.69, 95% CI [1.31, 2.19], respectively) compared to those not reporting symptoms of depression or anxiety. Youth endorsing symptoms of psychosis were less likely to report a desire to receive a referral to care (OR = 0.58, 95% CI [0.43, 0.80]) compared to those who did not endorse symptoms of psychosis. Conclusion Self-reported symptomatology impact trajectories to care, even at the earliest stages of help-seeking, while youth and their allies are searching for information online. An online care navigation team could serve as an important resource for individuals with emerging behavioral health concerns and help to guide the transition between online information seeking at baseline to care.
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Affiliation(s)
- Michael L. Birnbaum
- The Zucker Hillside Hospital, Northwell Health, Glen Oaks, NY, United States
- The Feinstein Institutes for Medical Research, Manhasset, NY, United States
- The Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, United States
| | - Chantel Garrett
- Department of Health Systems and Population Health, University of Washington, Seattle, WA, United States
| | - Amit Baumel
- Department of Community Mental Health, University of Haifa, Haifa, Israel
| | - Nicole T. Germano
- The Feinstein Institutes for Medical Research, Manhasset, NY, United States
| | - Cynthia Lee
- The Feinstein Institutes for Medical Research, Manhasset, NY, United States
| | - Danny Sosa
- The Zucker Hillside Hospital, Northwell Health, Glen Oaks, NY, United States
- The Feinstein Institutes for Medical Research, Manhasset, NY, United States
| | - Hong Ngo
- Department of Psychiatry, New York State Psychiatric Institute, New York, NY, United States
| | - Kira H. Fox
- Department of Psychology, Barnard College, Columbia University, New York, NY, United States
| | - Lisa Dixon
- Department of Psychiatry, New York State Psychiatric Institute, New York, NY, United States
| | - John M. Kane
- The Zucker Hillside Hospital, Northwell Health, Glen Oaks, NY, United States
- The Feinstein Institutes for Medical Research, Manhasset, NY, United States
- The Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, United States
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12
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Abstract
Human-computer interaction (HCI) has contributed to the design and development of some efficient, user-friendly, cost-effective, and adaptable digital mental health solutions. But HCI has not been well-combined into technological developments resulting in quality and safety concerns. Digital platforms and artificial intelligence (AI) have a good potential to improve prediction, identification, coordination, and treatment by mental health care and suicide prevention services. AI is driving web-based and smartphone apps; mostly it is used for self-help and guided cognitive behavioral therapy (CBT) for anxiety and depression. Interactive AI may help real-time screening and treatment in outdated, strained or lacking mental healthcare systems. The barriers for using AI in mental healthcare include accessibility, efficacy, reliability, usability, safety, security, ethics, suitable education and training, and socio-cultural adaptability. Apps, real-time machine learning algorithms, immersive technologies, and digital phenotyping are notable prospects. Generally, there is a need for faster and better human factors in combination with machine interaction and automation, higher levels of effectiveness evaluation and the application of blended, hybrid or stepped care in an adjunct approach. HCI modeling may assist in the design and development of usable applications, and to effectively recognize, acknowledge, and address the inequities of mental health care and suicide prevention and assist in the digital therapeutic alliance.
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13
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Balcombe L, De Leo D. The Potential Impact of Adjunct Digital Tools and Technology to Help Distressed and Suicidal Men: An Integrative Review. Front Psychol 2022; 12:796371. [PMID: 35058855 PMCID: PMC8765720 DOI: 10.3389/fpsyg.2021.796371] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2021] [Accepted: 12/09/2021] [Indexed: 12/12/2022] Open
Abstract
Suicidal men feel the need to be self-reliant and that they cannot find another way out of relationship or socioeconomic issues. Suicide prevention is of crucial importance worldwide. The much higher rate of suicide in men engenders action. The prelude is a subjective experience that can be very isolating and severely distressing. Men may not realize a change in their thinking and behaviors, which makes it more difficult to seek and get help, thereby interrupting a "downward spiral". Stoicism often prevents men from admitting to their personal struggle. The lack of "quality" connections and "non-tailored" therapies has led to a high number of men "walking out" on traditional clinical approaches. But there are complicated relationships in motivations and formative behaviors of suicide with regards to emotional state, psychiatric disorders, interpersonal life events and suicidal behavior method selection. Middle-aged and older men have alternated as the most at-risk of suicide. There is no one solution that applies to all men, but digital tools may be of assistance (e.g., video conferences, social networks, telephone calls, and emails). Digital interventions require higher levels of effectiveness for distress and suicidality but self-guided approaches may be the most suitable for men especially where linked with an integrated online suicide prevention platform (e.g., quick response with online chats, phone calls, and emails). Furthermore, technology-enabled models of care offer promise to advance appropriate linking to mental health services through better and faster understanding of the specific needs of individuals (e.g., socio-cultural) and the type and level of suicidality experienced. Long-term evidence for suicidality and its evaluation may benefit from progressing human computer-interaction and providing impetus for an eminent integrated digital platform.
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Affiliation(s)
- Luke Balcombe
- Australian Institute for Suicide Research and Prevention, School of Applied Psychology, Griffith University, Brisbane, QLD, Australia
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14
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van Doorn M, Popma A, van Amelsvoort T, McEnery C, Gleeson JF, Ory FG, M. W. M. J, Alvarez-Jimenez M, Nieman DH. ENgage YOung people earlY (ENYOY): a mixed-method study design for a digital transdiagnostic clinical - and peer- moderated treatment platform for youth with beginning mental health complaints in the Netherlands. BMC Psychiatry 2021; 21:368. [PMID: 34301213 PMCID: PMC8299169 DOI: 10.1186/s12888-021-03315-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Accepted: 06/07/2021] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND The onset of mental disorders typically occurs between the ages of 12 and 25, and the burden of mental health problems is the most consequential for this group. Indicated prevention interventions to target individuals with subclinical symptoms to prevent the transition to clinical levels of disorders, even leading to suicide, have shown to be effective. However, the threshold to seek help appears to be high. Digital interventions could offer a solution, especially during the Covid-19 pandemic. This implementation study will investigate the digital indicated prevention intervention ENgage YOung people Early (ENYOY), the Dutch version of the original Moderated Online Social Therapy Platform (MOST+) from Australia. In addition, the relationship between stress biomarkers, symptoms and outcome measures of youth using the platform will be investigated in this study. METHODS The MOST+ platform will be adapted, translated and developed for the situation in the Netherlands in collaboration with a Youth Panel. A prospective cohort of 125 young people (16-25 years) with beginning mental health complaints will be on the platform and followed for a year, of which 10 participants will have an additional smart watch and 10 participants will be asked to provide feedback about the platform. Data will be collected at baseline and after 3, 6 and 12 months. Outcome measures are Psychological Distress assessed with the Kessler Psychological Distress Scale (K10), Social and occupational functioning (measures by the SOFAS), positive mental health indicators measured by the Positive Health Instrument, stress biomarkers with a smart-watch, website journeys of visitors, and feedback of youth about the platform. It will be a mixed-method study design, containing qualitative and quantitative measures. DISCUSSION This trial will specifically address young people with emerging mental health complaints, and offers a new approach for treatment in the Netherlands. Considering the waiting lists in (child and adolescent)-psychiatry and the increase in suicides among youth, early low-threshold and non-stigmatizing help to support young people with emerging psychiatric symptoms is of crucial importance. Moreover, this project aims to bridge the gap between child and adolescent and adult psychiatry. TRIAL REGISTRATION Netherlands Trial Register ID NL8966 , retrospectively registered on the 19th of October 2020.
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Affiliation(s)
- M. van Doorn
- grid.509540.d0000 0004 6880 3010Department of Psychiatry, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - A. Popma
- grid.509540.d0000 0004 6880 3010Department of Psychiatry, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - T. van Amelsvoort
- grid.5012.60000 0001 0481 6099Department of Psychiatry and Neuropsychology Maastricht, Maastricht University, Maastricht, The Netherlands
| | - C. McEnery
- grid.1008.90000 0001 2179 088XCentre for Youth Mental Health, The University of Melbourne, Melbourne, Australia ,grid.488501.0Orygen, Melbourne, Australia
| | - J. F. Gleeson
- grid.488501.0Orygen, Melbourne, Australia ,grid.411958.00000 0001 2194 1270Australian Catholic University, Melbourne, Australia
| | - F. G. Ory
- Buurtzorg Jong, Almelo, The Netherlands
| | - Jaspers M. W. M.
- grid.509540.d0000 0004 6880 3010Department of Psychiatry, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - M. Alvarez-Jimenez
- grid.1008.90000 0001 2179 088XCentre for Youth Mental Health, The University of Melbourne, Melbourne, Australia ,grid.488501.0Orygen, Melbourne, Australia
| | - D. H. Nieman
- grid.509540.d0000 0004 6880 3010Department of Psychiatry, Amsterdam University Medical Centers, Amsterdam, The Netherlands
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