1
|
Devoe DJ, Liu L, Braun A, Cadenhead KS, Cornblatt BA, Granholm E, Addington J. Cognitive-Behavioural Social Skills Training: Mediation of Treatment Outcomes in a Randomized Controlled Trial for Youth at Risk of Psychosis: L'entraînement aux compétences sociales cognitivo-comportementales : variables médiatrices des résultats thérapeutiques dans le cadre d'un essai clinique randomisé pour les jeunes présentant un risque de psychose. CANADIAN JOURNAL OF PSYCHIATRY. REVUE CANADIENNE DE PSYCHIATRIE 2025; 70:217-228. [PMID: 39529289 PMCID: PMC11562941 DOI: 10.1177/07067437241295636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2024]
Abstract
OBJECTIVES Currently, there are no effective treatments for functional outcomes (i.e., role and social) and negative symptoms for youth at clinical high-risk (CHR) for psychosis. Investigations into possible mechanisms that may contribute to the improvement of functioning and negative symptoms are needed in CHR research to help inform psychosocial treatments. The present study examined whether functioning and negative symptoms were mediated by asocial beliefs, defeatist beliefs, self-efficacy, maladaptive schemas, anxiety, depression, social cognition, or attenuated psychotic symptoms (APS) in a large clinical trial. METHODS CHR participants (n = 203; 104 females; 99 males) were recruited as part of a three-site randomized control trial comparing group cognitive-behavioural social skills training (CBSST) versus a supportive therapy group. Mediation analyses were conducted to test the relationships between treatment group, mediators (asocial beliefs, defeatist beliefs, self-efficacy, maladaptive schemas, anxiety, depression, social cognition, and APS), and outcome (social and role functioning, and negative symptoms). The mediation analyses employed conditional process path analysis via ordinary least squares regression. RESULTS At the end of treatment, but not 12-month follow-up, more severe APS were found to mediate the impact of treatment on negative symptoms, and social and role functioning. The greater the severity of APS, the less likely that CBSST would result in improvement in negative symptoms and social and role functioning. Many of the other variables showed significant associations with social (less for role) functioning and negative symptoms but did not mediate the effect of treatment on these outcomes at the end of treatment or 12-month follow-up. CONCLUSIONS There were no significant mediators except for APS at the end of treatment. Since more severe APS may result in participants being unable to fully participate in therapy and thus limit their gains, clinical implications may include offering some individual therapy to prepare these young people to benefit from the group treatment.
Collapse
Affiliation(s)
- Daniel J. Devoe
- Department of Psychology, Mount Royal University, Calgary, Alberta, Canada
| | - Lu Liu
- Department of Psychiatry, Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Amy Braun
- Department of Psychiatry, Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Kristin S. Cadenhead
- Department of Psychiatry, University of California, San Diego, San Diego, California, USA
| | | | - Eric Granholm
- Department of Psychiatry, University of California, San Diego, San Diego, California, USA
| | - Jean Addington
- Department of Psychiatry, Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| |
Collapse
|
2
|
Bonnier RA, Beames JR, Kiekens G, van Aubel E, Schirmbeck F, de Haan L, Marcelis M, van der Gaag M, van Winkel R, van Amelsvoort T, Vaessen T, Reininghaus U, Lafit G, Myin-Germeys I. Predicting clinical outcomes in a blended care intervention for early psychosis: Acceptance and Commitment Therapy in Daily-Life (ACT-DL). Transl Psychiatry 2025; 15:3. [PMID: 39774720 PMCID: PMC11707341 DOI: 10.1038/s41398-024-03214-1] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Revised: 12/06/2024] [Accepted: 12/17/2024] [Indexed: 01/11/2025] Open
Abstract
ACT in Daily Life (ACT-DL) is a blended-care Ecological Momentary Intervention that extends ACT into the daily life of individuals, improving psychotic distress, negative symptoms, and global functioning. However, it remains unclear whether ACT-DL works equally for everyone. We investigated whether moderators (i.e., sociodemographic information, personality, and trauma history) determine clinical outcomes in individuals with early psychosis receiving ACT-DL. Seventy-one participants from the INTERACT trial, using ACT-DL, were analyzed. Outcomes included psychotic distress, negative symptoms, global functioning, and psychological flexibility. Using multivariate-multilevel models, we evaluated the effects of sociodemographics, personality, and childhood trauma across baseline, post-intervention, and six- and 12-month follow-ups. Sociodemographic characteristics and personality predicted clinical outcomes. Higher education demonstrated more substantial improvement in global functioning at 6- (B = 7.43, p = 0.04) and 12-FU (B = 10.74, p = 0.002) compared to lower education. Higher extraversion showed less improvement in negative symptoms at 12-FU (B = 1.24, p = 0.01) and more improvement in global functioning at post-intervention (B = 0.39, p = 0.046) and 6-FU (B = 1.40, p = 0.02) compared to lower extraversion. Higher negative affectivity showed more improvement in negative symptoms at 12-FU (B = -1.59, p = 0.001) and higher psychological flexibility at 12-FU (B = 8.38, p = 0.001) compared to lower negative affectivity. Our findings suggest that while ACT-DL improves clinical outcomes in individuals with early psychosis, the improvement rate is dissimilar for individuals and predictable by baseline characteristics. If replicated, these findings enable precision medicine approaches in allocating ACT-DL for early psychosis.
Collapse
Affiliation(s)
- Rafaël A Bonnier
- Department of Neurosciences, Research Group Psychiatry, Center for Contextual Psychiatry, KU Leuven, Leuven, Belgium.
| | - Joanne R Beames
- Department of Neurosciences, Research Group Psychiatry, Center for Contextual Psychiatry, KU Leuven, Leuven, Belgium
| | - Glenn Kiekens
- Department of Neurosciences, Research Group Psychiatry, Center for Contextual Psychiatry, KU Leuven, Leuven, Belgium
- Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium
- Department of Medical and Clinical Psychology, Tilburg University, Tilburg, The Netherlands
| | - Evelyne van Aubel
- Department of Neurosciences, Research Group Psychiatry, Center for Contextual Psychiatry, KU Leuven, Leuven, Belgium
| | - Frederike Schirmbeck
- Department of Psychiatry, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Lieuwe de Haan
- Department of Psychiatry, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Machteld Marcelis
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
- Institute for Mental Health Care Eindhoven (GGzE), Eindhoven, The Netherlands
| | - Mark van der Gaag
- Department of Clinical Psychology, VU Amsterdam, Amsterdam, The Netherlands
| | - Ruud van Winkel
- Department of Neurosciences, Psychiatry Research Group, Center for Clinical Psychiatry, KU Leuven, Leuven, Belgium
| | - Therese van Amelsvoort
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Thomas Vaessen
- Department of Neurosciences, Research Group Psychiatry, Center for Contextual Psychiatry, KU Leuven, Leuven, Belgium
- Faculty of Behavioral, Management & Social Sciences, Department of Psychology, Health, and Technology, University of Twente, Enschede, The Netherlands
| | - Ulrich Reininghaus
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
- Health Service and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- ESRC Centre for Society and Mental Health, King's College London, London, UK
| | - Ginette Lafit
- Department of Neurosciences, Research Group Psychiatry, Center for Contextual Psychiatry, KU Leuven, Leuven, Belgium
- Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium
| | - Inez Myin-Germeys
- Department of Neurosciences, Research Group Psychiatry, Center for Contextual Psychiatry, KU Leuven, Leuven, Belgium
| |
Collapse
|
3
|
Chong YY, Chien WT, Mou H, Ip CK, Bressington D. Acceptance and Commitment Therapy-based Lifestyle Counselling Program for people with early psychosis on physical activity: A pilot randomized controlled trial. Schizophr Res 2025; 275:1-13. [PMID: 39612765 DOI: 10.1016/j.schres.2024.11.007] [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: 06/23/2024] [Revised: 10/03/2024] [Accepted: 11/22/2024] [Indexed: 12/01/2024]
Abstract
OBJECTIVE To evaluate the feasibility, acceptability and efficacy of an Acceptance and Commitment Therapy-based Lifestyle Counselling Program (ACT-LCP) on health outcomes of individuals with early psychosis. METHODS In this assessor-blinded, parallel-group pilot randomized controlled trial, 72 early psychosis patients (mean age [SD] = 30.51 [8.02], 58.3 % female) were randomized to either the ACT-LCP group or a control group. The ACT-LCP group underwent a five-week group program focusing on ACT-based motivation for healthy lifestyles, a booster session, and two follow-up calls. The control group received standard care, one lifestyle education session, and three follow-up calls. Outcomes including physical activity, autonomous motivation, psychological flexibility, mental status, and quality of life were measured at baseline, 1-week, and 12-week post-intervention. Recruitment, retention, and adherence rates were evaluated. Focus group interviews explored participants' experiences. RESULTS Generalized estimating equation models demonstrated that when compared to the Control group, the ACT-LCP group showed a sixfold likelihood of engaging in at least 150 min of moderate to vigorous physical activity per week (adjusted prevalence ratio = 6.28, 95 % CI [2.09-18.93], P ≤ 0.001) at 12-week post-intervention. Improvements at 12-week also included autonomous motivation (adjusted mean difference, aMD = 4.74; P < .001), psychological inflexibility (aMD = -7.69; P < .001), mental status (aMD = -6.83; P < .001), and quality of life (aMD = 0.46; P = .006). Recruitment was successful at 55.8 %, retention at 89 %, and adherence at 80.6 %. Engagement challenges were noted in focus groups. CONCLUSIONS The ACT-LCP is feasible and acceptable, demonstrating initial efficacy in individuals with early psychosis. Further research should refine the intervention and explore long-term impacts. CLINICALTRIAL gov Identifier: NCT04916496.
Collapse
Affiliation(s)
- Yuen Yu Chong
- The Nethersole School of Nursing, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong.
| | - Wai Tong Chien
- The Nethersole School of Nursing, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong
| | - Huanyu Mou
- The Nethersole School of Nursing, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong
| | - Chi Kin Ip
- New Territories East Cluster, Hospital Authority, Hong Kong
| | - Daniel Bressington
- College of Nursing & Midwifery, Charles Darwin University, Darwin, Australia
| |
Collapse
|
4
|
Loh PY, Martinengo L, Heaukulani C, Tan XY, Hng M, Cheah YY, Morris RJT, Tudor Car L, Lee J. Characteristics and Outcomes of mHealth Interventions in Psychosis: Systematic Mapping Review. J Med Internet Res 2024; 26:e55924. [PMID: 39714907 PMCID: PMC11704647 DOI: 10.2196/55924] [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: 01/07/2024] [Revised: 06/28/2024] [Accepted: 10/06/2024] [Indexed: 12/24/2024] Open
Abstract
BACKGROUND Mobile health (mHealth) interventions have gained popularity in augmenting psychiatric care for adults with psychosis. Interest has grown in leveraging mHealth to empower individuals living with severe mental illness and extend continuity of care beyond the hospital to the community. However, reported outcomes have been mixed, likely attributed in part to the intervention and adopted outcomes, which affected between-study comparisons. OBJECTIVE This study aimed to critically review outcome measures used to evaluate mHealth interventions for adults with psychosis in relation to the characteristics of mHealth interventions. METHODS A systematic mapping review was conducted. We searched PubMed, CINAHL, Embase, PsycINFO, and Cochrane Libraries from 1973 to the present. Selection criteria included randomized controlled studies of mHealth interventions in adults diagnosed with schizophrenia spectrum disorders. Reviewers worked in pairs to screen and extract data from included studies independently using a standardized form; disagreements were resolved by consensus with an independent reviewer. We report our findings in line with PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) guidelines. RESULTS A total of 1703 citations were screened; 29 publications reporting on 23 studies were included in this review. mHealth interventions for psychosis span a wide range, with psychological therapy being the most-deployed intervention (12/23, 52%), followed by psychoeducation (8/23, 35%) and active self-monitoring (8/23, 35%). Several mHealth interventions for psychosis targeted multiple pillars of biopsychosocial well-being (10/23, 43%); the bulk of interventions (16/23, 70%) incorporated features promoting users' self-management. The majority of mHealth interventions were delivered through applications (14/23, 61%) as the main medium and smartphones (17/23, 74%) as the main channel of delivery. Interventions were primarily administered in the outpatient and community settings (16/23, 70%); many were also blended with in-person sessions (11/23, 48%) or guided remotely (6/23, 26%) by persons, including health care providers or trained peer supporters. The severity of psychosis-related symptoms (21/23, 91%) was the most prevalent outcome, of which positive symptoms (13/23, 57%), mood and anxiety (10/23, 43%), and overall psychopathology severity (9/23, 39%) were most commonly measured. Patient-centric outcomes, including well-being (17/23, 74%)-particularly quality of life (10/23, 43%)-and user experience (15/23, 65%), including feasibility (7/23, 30%), acceptability (7/23, 30%), and engagement (7/23, 26%). Notably, outcome choices remained diverse despite stratification by type of mHealth intervention. CONCLUSIONS mHealth interventions for psychosis encompass a wide range of modalities and use outcome measures that probe various social and behavioral determinants of health. These should be considered complex interventions, and a holistic evaluation approach combining clinical and patient-centric outcomes is recommended.
Collapse
Affiliation(s)
- Pei Yi Loh
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Laura Martinengo
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
- Centre for Behavioural and Implementation Sciences Interventions, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | | | - Xin Yang Tan
- Office for Healthcare Transformation, Ministry of Health, Singapore, Singapore
| | - Moses Hng
- Institute of Mental Health, Singapore, Singapore
| | | | - Robert J T Morris
- Office for Healthcare Transformation, Ministry of Health, Singapore, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Lorainne Tudor Car
- Department of Primary Care and Public Health, School of Public Health, Imperial College London, London, United Kingdom
| | - Jimmy Lee
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
- Institute of Mental Health, Singapore, Singapore
| |
Collapse
|
5
|
Linardon J, Fuller-Tyszkiewicz M, Firth J, Goldberg SB, Anderson C, McClure Z, Torous J. Systematic review and meta-analysis of adverse events in clinical trials of mental health apps. NPJ Digit Med 2024; 7:363. [PMID: 39695173 DOI: 10.1038/s41746-024-01388-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Accepted: 12/10/2024] [Indexed: 12/20/2024] Open
Abstract
Mental health apps are efficacious, yet they may pose risks in some. This review (CRD42024506486) examined adverse events (AEs) from mental health apps. We searched (May 2024) the Medline, PsycINFO, Web of Science, and ProQuest databases to identify clinical trials of mental health apps. The risk of bias was assessed using the Cochrane Risk of Bias tool. Only 55 of 171 identified clinical trials reported AEs. AEs were more likely to be reported in trials sampling schizophrenia and delivering apps with symptom monitoring technology. The meta-analytic deterioration rate from 13 app conditions was 6.7% (95% CI = 4.3, 10.1, I2 = 75%). Deterioration rates did not differ between app and control groups (OR = 0.79, 95% CI = 0.62-1.01, I2 = 0%). Reporting of AEs was heterogeneous, in terms of assessments used, events recorded, and detail provided. Overall, few clinical trials of mental health apps report AEs. Those that do often provide insufficient information to properly judge risks related to app use.
Collapse
Affiliation(s)
- Jake Linardon
- School of Psychology, Deakin University, Geelong, VIC, Australia.
- Center for Social and Early Emotional Development, Deakin University, Burwood, VIC, Australia.
| | - Matthew Fuller-Tyszkiewicz
- School of Psychology, Deakin University, Geelong, VIC, Australia
- Center for Social and Early Emotional Development, Deakin University, Burwood, VIC, Australia
| | - Joseph Firth
- Division of Psychology and Mental Health, University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
- Greater Manchester Mental Health NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Simon B Goldberg
- Department of Counselling Psychology, University of Wisconsin - Madison, Madison, WI, USA
- Centre for Healthy Minds, University of Wisconsin - Madison, Madison, WI, USA
| | - Cleo Anderson
- School of Psychology, Deakin University, Geelong, VIC, Australia
| | - Zoe McClure
- School of Psychology, Deakin University, Geelong, VIC, Australia
| | - John Torous
- Division of Digital Psychiatry, Department of Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| |
Collapse
|
6
|
van Aubel E, Vaessen T, Uyttebroek L, Steinhart H, Beijer-Klippel A, Batink T, van Winkel R, de Haan L, van der Gaag M, van Amelsvoort T, Marcelis M, Schirmbeck F, Reininghaus U, Myin-Germeys I. Engagement and Acceptability of Acceptance and Commitment Therapy in Daily Life in Early Psychosis: Secondary Findings From a Multicenter Randomized Controlled Trial. JMIR Form Res 2024; 8:e57109. [PMID: 39570655 PMCID: PMC11621719 DOI: 10.2196/57109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2024] [Revised: 08/16/2024] [Accepted: 09/25/2024] [Indexed: 11/22/2024] Open
Abstract
BACKGROUND Acceptance and commitment therapy (ACT) is promising in the treatment of early psychosis. Augmenting face-to-face ACT with mobile health ecological momentary interventions may increase its treatment effects and empower clients to take treatment into their own hands. OBJECTIVE This study aimed to investigate and predict treatment engagement with and acceptability of acceptance and commitment therapy in daily life (ACT-DL), a novel ecological momentary intervention for people with an ultrahigh risk state and a first episode of psychosis. METHODS In the multicenter randomized controlled trial, 148 individuals with ultrahigh risk or first-episode psychosis aged 15-65 years were randomized to treatment as usual only (control) or to ACT-DL combined with treatment as usual (experimental), consisting of 8 face-to-face sessions augmented with an ACT-based smartphone app, delivering ACT skills and techniques in daily life. For individuals in the intervention arm, we collected data on treatment engagement with and acceptability of ACT-DL during and after the intervention. Predictors of treatment engagement and acceptability included baseline demographic, clinical, and functional outcomes. RESULTS Participants who received ACT-DL in addition to treatment as usual (n=71) completed a mean of 6 (SD 3) sessions, with 59% (n=42) of participants completing all sessions. App engagement data (n=58) shows that, on a weekly basis, participants used the app 13 times and were compliant with 6 of 24 (25%) notifications. Distribution plots of debriefing scores (n=46) show that 85%-96% of participants reported usefulness on all acceptability items to at least some extent (scores ≥2; 1=no usefulness) and that 91% (n=42) of participants reported perceived burden by number and length of notifications (scores ≥2; 1=no burden). Multiple linear regression models were fitted to predict treatment engagement and acceptability. Ethnic minority backgrounds predicted lower notification response compliance (B=-4.37; P=.01), yet higher app usefulness (B=1.25; P=.049). Negative (B=-0.26; P=.01) and affective (B=0.14; P=.04) symptom severity predicted lower and higher ACT training usefulness, respectively. Being female (B=-1.03; P=.005) predicted lower usefulness of the ACT metaphor images on the app. CONCLUSIONS Our results corroborate good treatment engagement with and acceptability of ACT-DL in early psychosis. We provide recommendations for future intervention optimization. TRIAL REGISTRATION OMON NL46439.068.13; https://onderzoekmetmensen.nl/en/trial/24803.
Collapse
Affiliation(s)
- Evelyne van Aubel
- Center for Contextual Psychiatry, Psychiatry Research Group, Department of Neurosciences, KU Leuven, Leuven, Belgium
| | - Thomas Vaessen
- Center for Contextual Psychiatry, Psychiatry Research Group, Department of Neurosciences, KU Leuven, Leuven, Belgium
- Department of Psychology, Health & Technology, Faculty of Behavioural, Management and Social Sciences (BMS), University of Twente, Enschede, Netherlands
| | - Lotte Uyttebroek
- Center for Contextual Psychiatry, Psychiatry Research Group, Department of Neurosciences, KU Leuven, Leuven, Belgium
| | - Henrietta Steinhart
- Center for Contextual Psychiatry, Psychiatry Research Group, Department of Neurosciences, KU Leuven, Leuven, Belgium
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, Netherlands
| | - Annelie Beijer-Klippel
- Center for Contextual Psychiatry, Psychiatry Research Group, Department of Neurosciences, KU Leuven, Leuven, Belgium
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, Netherlands
- Department of Lifespan Psychology, Faculty of Psychology, Open University, Heerlen, Netherlands
| | - Tim Batink
- Department of Lifespan Psychology, Faculty of Psychology, Open University, Heerlen, Netherlands
| | - Ruud van Winkel
- Center for Clinical Psychiatry, Psychiatry Research Group, Department of Neurosciences, KU Leuven, Leuven, Belgium
| | - Lieuwe de Haan
- Department of Psychiatry, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Mark van der Gaag
- Department of Clinical Psychology, VU Amsterdam, Amsterdam, Netherlands
- Parnassia Psychiatric Institute, The Hague, Netherlands
| | - Thérèse van Amelsvoort
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, Netherlands
| | - Machteld Marcelis
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, Netherlands
- Institute for Mental Health Care Eindhoven (GGzE), Eindhoven, Netherlands
| | - Frederike Schirmbeck
- Department of Psychiatry, Amsterdam UMC, University of Amsterdam, Amsterdam, 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 and Mental Health and Centre for Epidemiology and Public Health, Health Service and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Inez Myin-Germeys
- Center for Contextual Psychiatry, Psychiatry Research Group, Department of Neurosciences, KU Leuven, Leuven, Belgium
| |
Collapse
|
7
|
Allan S, Ward T, Eisner E, Bell IH, Cella M, Chaudhry IB, Torous J, Kiran T, Kabir T, Priyam A, Richardson C, Reininghaus U, Schick A, Schwannauer M, Syrett S, Zhang X, Bucci S. Adverse Events Reporting in Digital Interventions Evaluations for Psychosis: A Systematic Literature Search and Individual Level Content Analysis of Adverse Event Reports. Schizophr Bull 2024; 50:1436-1455. [PMID: 38581410 PMCID: PMC11548921 DOI: 10.1093/schbul/sbae031] [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] [Indexed: 04/08/2024]
Abstract
BACKGROUND Digital health interventions (DHIs) have significant potential to upscale treatment access to people experiencing psychosis but raise questions around patient safety. Adverse event (AE) monitoring is used to identify, record, and manage safety issues in clinical trials, but little is known about the specific content and context contained within extant AE reports. This study aimed to assess current AE reporting in DHIs. STUDY DESIGN A systematic literature search was conducted by the iCharts network (representing academic, clinical, and experts by experience) to identify trials of DHIs in psychosis. Authors were invited to share AE reports recorded in their trials. A content analysis was conducted on the shared reports. STUDY RESULTS We identified 593 AE reports from 18 DHI evaluations, yielding 19 codes. Only 29 AEs (4.9% of total) were preidentified by those who shared AEs as being related to the intervention or trial procedures. While overall results support the safety of DHIs, DHIs were linked to mood problems and psychosis exacerbation in a few cases. Additionally, 27% of studies did not report information on relatedness for all or at least some AEs; 9.6% of AE reports were coded as unclear because it could not be determined what had happened to participants. CONCLUSIONS The results support the safety of DHIs, but AEs must be routinely monitored and evaluated according to best practice. Individual-level analyses of AEs have merit to understand safety in this emerging field. Recommendations for best practice reporting in future studies are provided.
Collapse
Affiliation(s)
- Stephanie Allan
- School of Health and Wellbeing, University of Glasgow, Glasgow, UK
| | - Thomas Ward
- School of Mental Health and Psychological Sciences, Department of Psychology Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
- South London & Maudsley NHS Foundation Trust, London, UK
| | - Emily Eisner
- Division of Psychology and Mental Health, School of Health Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Sciences, The University of Manchester, Manchester, UK
| | - Imogen H Bell
- Orygen, Parkville, VIC, Australia
- Centre for Youth Mental Health, University of Melbourne, Parkville, VIC, Australia
| | - Matteo Cella
- School of Mental Health and Psychological Sciences, Department of Psychology Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
- South London & Maudsley NHS Foundation Trust, London, UK
| | - Imran B Chaudhry
- Division of Psychology and Mental Health, School of Health Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Sciences, The University of Manchester, Manchester, UK
- Ziauddin University and Hospital Karachi, Karachi, Pakistan
- Pakistan Institute of Living & Learning, Karachi, Pakistan
| | - John Torous
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Tayyeba Kiran
- Centre for Youth Mental Health, University of Melbourne, Parkville, VIC, Australia
| | - Thomas Kabir
- Department of Psychiatry, University of Oxford, Oxford, UK
| | - Aansha Priyam
- Division of Psychology and Mental Health, School of Health Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Sciences, The University of Manchester, Manchester, UK
| | - Cara Richardson
- Division of Psychology and Mental Health, School of Health Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Sciences, The University of Manchester, Manchester, UK
| | - Ulrich Reininghaus
- School of Mental Health and Psychological Sciences, Department of Psychology Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Anita Schick
- Department of Psychiatry, University of Oxford, Oxford, UK
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Matthias Schwannauer
- Department of Clinical and Health Psychology, School of Health in Social Science, University of Edinburgh, Edinburgh, UK
| | - Suzy Syrett
- School of Health and Wellbeing, University of Glasgow, Glasgow, UK
| | - Xiaolong Zhang
- Division of Psychology and Mental Health, School of Health Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Sciences, The University of Manchester, Manchester, UK
| | - Sandra Bucci
- Division of Psychology and Mental Health, School of Health Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Sciences, The University of Manchester, Manchester, UK
- Greater Manchester Mental Health NHS Foundation Trust, Manchester, UK
| |
Collapse
|
8
|
Li X, Vaessen T, Lafit G, van Aubel E, Hiekkaranta AP, Houben M, Beijer-Klippel A, de Haan L, Schirmbeck F, Reininghaus U, Myin-Germeys I. Higher emotion regulation flexibility predicts more stable negative emotions and faster affective recovery in early psychosis: an experience sampling study. Psychol Med 2024; 54:2063-2072. [PMID: 38343379 DOI: 10.1017/s0033291724000151] [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] [Indexed: 09/20/2024]
Abstract
BACKGROUND While evidence shows that people with early psychosis are flexible in using different emotion regulation (ER) strategies to manage the varying contextual demands, no studies have examined the effectiveness of such regulatory flexibility in this population. We addressed this issue by investigating whether and how ER flexibility relate to different dynamic aspects (variability, instability, inertia, and recovery) of negative affect (NA) in a combined early psychosis sample, consisting of both individuals at high clinical risk for psychosis and those diagnosed with first-episode psychosis. METHODS Participants were 148 individuals from the INTERACT project, a multi-center randomized controlled trial on the efficacy of acceptance and commitment therapy in early psychosis. We utilized data from the baseline assessment, during which all participants completed six days of experience sampling assessment of momentary NA, as well as end-of-day assessments of ER strategy use. RESULTS Multilevel models of within-person associations showed that greater ER flexibility was associated with more stable NA, and quicker recovery of NA from stressors during the day. Linear regression analyses of between-person associations showed that people who had more variable and unstable NA reported greater ER flexibility generally. No evidence was found for associations with NA inertia. CONCLUSIONS The current study identified unique within-person and between-person links between ER flexibility and dynamics of NA in early psychosis. These findings further provide evidence for ER flexibility in early psychosis, emphasizing the adaptive nature of regulatory flexibility in relation to reduced instability in NA and faster recovery from NA in everyday life.
Collapse
Affiliation(s)
- Xu Li
- School of Psychology, Central China Normal University, Wuhan, 430079, China
- Department of Neurosciences, Psychiatry Research Group, Center for Contextual Psychiatry, KU Leuven, Leuven, 3000, Belgium
| | - Thomas Vaessen
- Department of Neurosciences, Psychiatry Research Group, Center for Contextual Psychiatry, KU Leuven, Leuven, 3000, Belgium
- Department of Psychology, Center for eHealth and Well-being Research, Health, and Technology, University of Twente, Twente, 7500 AE, The Netherlands
| | - Ginette Lafit
- Department of Neurosciences, Psychiatry Research Group, Center for Contextual Psychiatry, KU Leuven, Leuven, 3000, Belgium
- Faculty of Psychology and Educational Sciences, Research Group of Quantitative Psychology and Individual Differences, KU Leuven, Leuven, 3000, Belgium
| | - Evelyne van Aubel
- Department of Neurosciences, Psychiatry Research Group, Center for Contextual Psychiatry, KU Leuven, Leuven, 3000, Belgium
| | - Anu P Hiekkaranta
- Department of Neurosciences, Psychiatry Research Group, Center for Contextual Psychiatry, KU Leuven, Leuven, 3000, Belgium
| | - Marlies Houben
- Department of Neurosciences, Psychiatry Research Group, Center for Contextual Psychiatry, KU Leuven, Leuven, 3000, Belgium
- Department of Medical and Clinical Psychology, Tilburg University, 5037 AB Tilburg, The Netherlands
| | - Annelie Beijer-Klippel
- Department of Neurosciences, Psychiatry Research Group, Center for Contextual Psychiatry, KU Leuven, Leuven, 3000, Belgium
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, 6229 GT, The Netherlands
- Faculty of Psychology, Department of Lifespan Psychology, Open University, Heerlen, 6419 AT, The Netherlands
| | - Lieuwe de Haan
- Department of Psychiatry, Amsterdam UMC, University of Amsterdam, Amsterdam, 1105 AZ, The Netherlands
| | - Frederike Schirmbeck
- Department of Psychiatry, Amsterdam UMC, University of Amsterdam, Amsterdam, 1105 AZ, The Netherlands
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, 68167, Germany
| | - Ulrich Reininghaus
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, 68167, Germany
- Health Service and Population Research Department, ESRC Centre for Society and Mental Health and Centre for Epidemiology and Public Health, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, WC2R 2LS, UK
| | - Inez Myin-Germeys
- Department of Neurosciences, Psychiatry Research Group, Center for Contextual Psychiatry, KU Leuven, Leuven, 3000, Belgium
| |
Collapse
|
9
|
Akcaoglu Z, Vaessen T, Velthorst E, Lafit G, Achterhof R, Nelson B, McGorry P, Schirmbeck F, Morgan C, Hartmann J, van der Gaag M, de Haan L, Valmaggia L, McGuire P, Kempton M, Steinhart H, Klippel A, Viechtbauer W, Batink T, van Winkel R, van Amelsvoort T, Marcelis M, van Aubel E, Reininghaus U, Myin-Germeys I. The temporal association between social isolation, distress, and psychotic experiences in individuals at clinical high-risk for psychosis. Psychol Med 2024; 54:1684-1692. [PMID: 38179659 DOI: 10.1017/s0033291723003598] [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] [Indexed: 01/06/2024]
Abstract
BACKGROUND Psychotic experiences (PEs) and social isolation (SI) seem related during early stages of psychosis, but the temporal dynamics between the two are not clear. Literature so far suggests a self-perpetuating cycle wherein momentary increases in PEs lead to social withdrawal, which, subsequently, triggers PEs at a next point in time, especially when SI is associated with increased distress. The current study investigated the daily-life temporal associations between SI and PEs, as well as the role of SI-related and general affective distress in individuals at clinical high risk (CHR) for psychosis. METHODS We used experience sampling methodology in a sample of 137 CHR participants. We analyzed the association between SI, PEs, and distress using time-lagged linear mixed-effects models. RESULTS SI did not predict next-moment fluctuations in PEs, or vice versa. Furthermore, although SI-related distress was not predictive of subsequent PEs, general affective distress during SI was a robust predictor of next-moment PEs. CONCLUSIONS Our results suggest that SI and PEs are not directly related on a moment-to-moment level, but a negative emotional state when alone does contribute to the risk of PEs. These findings highlight the role of affective wellbeing during early-stage psychosis development.
Collapse
Affiliation(s)
- Zeynep Akcaoglu
- Department of Neurosciences, Psychiatry Research Group, Center for Contextual Psychiatry, KU Leuven, Leuven, Belgium
| | - Thomas Vaessen
- Department of Neurosciences, Psychiatry Research Group, Center for Contextual Psychiatry, KU Leuven, Leuven, Belgium
- Department of Psychology, Health & Technology, Faculty of Behavioural, Management and Social Sciences (BMS), University of Twente, Enschede, The Netherlands
| | - Eva Velthorst
- Department of Research, Community Mental Health Service GGZ Noord-Holland-Noord, Heerhugowaard, The Netherlands
| | - Ginette Lafit
- Department of Neurosciences, Psychiatry Research Group, Center for Contextual Psychiatry, KU Leuven, Leuven, Belgium
- Faculty of Psychology and Educational Sciences, Research Group of Quantitative Psychology and Individual Differences, KU Leuven, Leuven, Belgium
| | - Robin Achterhof
- Department of Neurosciences, Psychiatry Research Group, Center for Contextual Psychiatry, KU Leuven, Leuven, Belgium
| | - Barnaby Nelson
- Centre for Youth Mental Health, University of Melbourne, Parkville, Victoria, Australia
- Orygen, The National Centre of Excellence in Youth Mental Health, Melbourne, Victoria, Australia
| | - Patrick McGorry
- Orygen, The National Centre of Excellence in Youth Mental Health, Melbourne, Victoria, Australia
| | - Frederike Schirmbeck
- Department of Psychiatry, Amsterdam UMC, Location AMC, University of Amsterdam, Amsterdam, North Holland, Netherlands
- Arkin, Institute for Mental Health, Amsterdam, North Holland, The Netherlands
| | - Craig Morgan
- ESRC Centre for Society and Mental Health and Social Epidemiology Research Group, King's College London, 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
| | - Jessica Hartmann
- Orygen, The National Centre of Excellence in Youth Mental Health, Melbourne, Victoria, Australia
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Baden-Württemberg, Germany
| | - Mark van der Gaag
- Department of Clinical, Neuro and Developmental Psychology, Vrije Universiteit, Amsterdam, North Holland, The Netherlands
- Department of Psychosis Research, Parnassia Psychiatric Institute, The Hague, South Holland, The Netherlands
| | - Lieuwe de Haan
- Department of Early Psychosis, Amsterdam UMC, Location AMC, Amsterdam, North Holland, The Netherlands
| | - Lucia Valmaggia
- Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- NIHR Biomedical Research Centre, South London and Maudsley NHS Foundation Trust, London, UK
| | - Philip McGuire
- NIHR Biomedical Research Centre, South London and Maudsley NHS Foundation Trust, London, UK
| | - Matthew Kempton
- Department of Psychosis Studies, Institute of Psychiatry, King's Health Partners, King's College London, London, UK
| | - Henrietta Steinhart
- Department of Neurosciences, Psychiatry Research Group, Center for Contextual Psychiatry, KU Leuven, Leuven, Belgium
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, The Netherlands
| | - Annelie Klippel
- Department of Neurosciences, Psychiatry Research Group, Center for Contextual Psychiatry, KU Leuven, Leuven, Belgium
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, The Netherlands
- Department of Lifespan Psychology, Faculty of Psychology, Open University, Heerlen, The Netherlands
| | - Wolfgang Viechtbauer
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, The Netherlands
| | - Tim Batink
- Department of Lifespan Psychology, Faculty of Psychology, Open University, Heerlen, The Netherlands
| | - Ruud van Winkel
- Department of Neurosciences, Psychiatry Research Group, Center for Clinical Psychiatry, KU Leuven, Leuven, Belgium
| | - Thérèse van Amelsvoort
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, The Netherlands
| | - Machteld Marcelis
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, The Netherlands
- Institute for Mental Health Care Eindhoven (GGzE), Eindhoven, The Netherlands, https://www.ggze.nl/
| | - Evelyne van Aubel
- Department of Neurosciences, Psychiatry Research Group, Center for Contextual Psychiatry, KU Leuven, Leuven, Belgium
| | - Ulrich Reininghaus
- ESRC Centre for Society and Mental Health and Social Epidemiology Research Group, King's College London, 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
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Baden-Württemberg, Germany
| | - Inez Myin-Germeys
- Department of Neurosciences, Psychiatry Research Group, Center for Contextual Psychiatry, KU Leuven, Leuven, Belgium
| |
Collapse
|
10
|
Cohen M, Roe D, Savir T, Baumel A. Blended care in psychosis - A systematic review. Schizophr Res 2024; 267:381-391. [PMID: 38636358 DOI: 10.1016/j.schres.2024.03.041] [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: 01/17/2024] [Revised: 03/25/2024] [Accepted: 03/28/2024] [Indexed: 04/20/2024]
Abstract
Blended-care, a psychosocial intervention combining traditional, face-to-face therapy with digital mental health tools, has shown potential for improving therapeutic processes, fostering patient engagement, and augmenting clinical outcomes. This systematic review aimed to evaluate the development and effectiveness of blended-care interventions tailored for adults diagnosed with schizophrenia-spectrum disorders or other conditions with psychotic features. Our search strategy spanned three electronic databases (PsycINFO, Web of Science, and PubMed) in accordance with the reporting guidelines outlined by the Preferred Reporting Items for Systematic Reviews and Meta-Analyses. We identified 11 papers, each examining the use of one of eight distinct blended-care interventions. Significantly, the majority of these papers (10/11, 91 %) examined these interventions exclusively within controlled research environments, demonstrating both acceptability and favourable impacts on symptomatology and recovery (e.g., 0.22 ≤ Cohen's ds ≤ 1.00). Only one intervention was examined in research settings and real-world conditions, and the shift resulted in low real-world uptake (e.g., only 50 % of practitioners were able to engage at least one of their clients with the intervention) and an inability to reproduce positive changes in clinical outcomes. Additional research is needed to determine the viability of successfully developing and implementing blended-care interventions for psychosis in real-world conditions. An exploration of the developmental processes that could facilitate the transition from research settings to routine clinical practice is vital.
Collapse
Affiliation(s)
- Mayan Cohen
- Department of Community Mental Health, University of Haifa, 119 Abba Khoushy Ave., Haifa, Israel.
| | - David Roe
- Department of Community Mental Health, University of Haifa, 119 Abba Khoushy Ave., Haifa, Israel
| | - Tomer Savir
- Department of Community Mental Health, University of Haifa, 119 Abba Khoushy Ave., Haifa, Israel
| | - Amit Baumel
- Department of Community Mental Health, University of Haifa, 119 Abba Khoushy Ave., Haifa, Israel
| |
Collapse
|
11
|
Morris EMJ, Johns LC, Gaudiano BA. Acceptance and commitment therapy for psychosis: Current status, lingering questions and future directions. Psychol Psychother 2024; 97:41-58. [PMID: 37357973 DOI: 10.1111/papt.12479] [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: 02/24/2023] [Revised: 05/23/2023] [Accepted: 06/05/2023] [Indexed: 06/27/2023]
Abstract
PURPOSE Acceptance and Commitment Therapy for psychosis (ACTp) is a contextual behavioural intervention that promotes psychological flexibility by fostering active acceptance, cognitive defusion, values construction and committed action to enhance well-being and recovery. Multiple studies have shown that ACTp is acceptable and efficacious, but questions remain as to its distinction from similar approaches and the conditions under which it would be implemented most effectively. METHODS We present the current evidence for processes and outcomes of ACTp and summarise the qualitative findings of experiences of service users in ACT programmes. We compare ACTp with other cognitive behavioural therapies and mindfulness-informed interventions for psychosis. RESULTS Acceptance and commitment therapy for psychosis is promising as a pragmatic, process-driven intervention model. Further efforts are needed to investigate psychological flexibility in the context of psychosis with observational, experimental and intervention studies that will inform model scope and treatment refinement. Additionally, implementation research is the necessary next step, including how support persons can be trained in ACTp. Lower intensity and technology-assisted approaches have the potential to reduce barriers to accessing ACTp and extend impact. CONCLUSIONS Over the last 20 years, ACTp has demonstrated meaningful effects in individual and group formats in a range of settings, targeting outcomes such as rehospitalisation, depression, psychotic symptom distress and impact. Future work should focus on how best to integrate ACTp with other current evidence-based interventions for psychosis.
Collapse
Affiliation(s)
- Eric M J Morris
- School of Psychology & Public Health, La Trobe University, Melbourne, Victoria, Australia
- Northern Health, Melbourne, Victoria, Australia
| | - Louise C Johns
- Oxford Health NHS Foundation Trust, Oxford, UK
- Department of Psychiatry, University of Oxford, Oxford, UK
| | - Brandon A Gaudiano
- Department of Psychiatry & Human Behavior, Brown University & Butler Hospital, Providence, Rhode Island, USA
| |
Collapse
|
12
|
Fries J, Oberleiter S, Pietschnig J. Say farewell to bland regression reporting: Three forest plot variations for visualizing linear models. PLoS One 2024; 19:e0297033. [PMID: 38306346 PMCID: PMC10836698 DOI: 10.1371/journal.pone.0297033] [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: 04/27/2023] [Accepted: 12/21/2023] [Indexed: 02/04/2024] Open
Abstract
Regression ranks among the most popular statistical analysis methods across many research areas, including psychology. Typically, regression coefficients are displayed in tables. While this mode of presentation is information-dense, extensive tables can be cumbersome to read and difficult to interpret. Here, we introduce three novel visualizations for reporting regression results. Our methods allow researchers to arrange large numbers of regression models in a single plot. Using regression results from real-world as well as simulated data, we demonstrate the transformations which are necessary to produce the required data structure and how to subsequently plot the results. The proposed methods provide visually appealing ways to report regression results efficiently and intuitively. Potential applications range from visual screening in the model selection stage to formal reporting in research papers. The procedure is fully reproducible using the provided code and can be executed via free-of-charge, open-source software routines in R.
Collapse
Affiliation(s)
- Jonathan Fries
- Department of Developmental and Educational Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Sandra Oberleiter
- Department of Developmental and Educational Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| | - Jakob Pietschnig
- Department of Developmental and Educational Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria
| |
Collapse
|
13
|
Bouws J, Henrard A, de Koning M, Schirmbeck F, van Ghesel Grothe S, van Aubel E, Reininghaus U, de Haan L, Myin-Germeys I. Acceptance and Commitment Therapy for individuals at risk for psychosis or with a first psychotic episode: A qualitative study on patients' perspectives. Early Interv Psychiatry 2024; 18:122-131. [PMID: 37212359 DOI: 10.1111/eip.13442] [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: 10/21/2022] [Revised: 02/08/2023] [Accepted: 05/05/2023] [Indexed: 05/23/2023]
Abstract
AIM The aim of this qualitative study is to explore patients' perspectives on Acceptance and Commitment Therapy for early stages of psychosis. Therefore, we interviewed participants of the INTERACT study, that quantitatively investigated Acceptance and Commitment Therapy in Daily Life (ACT-DL) in combination with treatment as usual, for early stages of psychosis, comparing it to treatment as usual. METHODS Within 6 months after finishing ACT-DL, we conducted semi-structured, individual interviews with 19 participants. All interviews were audio-recorded and transcribed. Thematic analysis was used for coding and analysis. RESULTS Two overarching themes were formed: 'the meaning of ACT' and 'what to improve'. Considering the first, participants generally understood and connected with the meaning of ACT, noticing more awareness and acceptance of their thoughts and feelings, and living more in line with their personal values. The second theme included comments on the protocol not being personal or psychosis specific enough and some elements of ACT being too difficult to understand when having active psychotic symptoms. CONCLUSIONS This study suggests that ACT is an acceptable and promising new form of treatment for early stages of psychosis, and it provides relevant information to further develop ACT for this group.
Collapse
Affiliation(s)
- Jara Bouws
- Department of Research, Arkin, Centre for Mental Health Care, Amsterdam, The Netherlands
- Department of Psychiatry, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Ann Henrard
- Department of Neurosciences, Psychiatry Research Group, Centre for Contextual Psychiatry, KU Leuven, Leuven, Belgium
| | - Mariken de Koning
- Department of Research, Arkin, Centre for Mental Health Care, Amsterdam, The Netherlands
- Department of Psychiatry, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Frederike Schirmbeck
- Department of Psychiatry, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | | | - Evelyne van Aubel
- Department of Neurosciences, Psychiatry Research Group, Centre for Contextual Psychiatry, KU Leuven, Leuven, Belgium
| | - Ulrich Reininghaus
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Lieuwe de Haan
- Department of Neurosciences, Psychiatry Research Group, Centre for Contextual Psychiatry, KU Leuven, Leuven, Belgium
| | - Inez Myin-Germeys
- Department of Neurosciences, Psychiatry Research Group, Centre for Contextual Psychiatry, KU Leuven, Leuven, Belgium
| |
Collapse
|
14
|
Addington J, Liu L, Braun A, Brummitt K, Cadenhead KS, Cornblatt BA, Holden JL, Granholm E. Cognitive-Behavioral Social Skills Training: Outcome of a Randomized Controlled Trial for Youth at Risk of Psychosis. SCHIZOPHRENIA BULLETIN OPEN 2023; 4:sgad020. [PMID: 37601286 PMCID: PMC10439516 DOI: 10.1093/schizbullopen/sgad020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/22/2023]
Abstract
Aim Difficulties in social functioning have been observed in youth at clinical high-risk (CHR) of psychosis even in those who do not go on to develop a psychotic illness. Few treatment studies have attempted to improve social functioning in this population. The aim of this study was to conduct a randomized trial comparing the effects of Cognitive-Behavioral Social Skills Training (CBSST) with a supportive therapy (ST). Methods Both CBSST and ST were weekly group therapies, delivered over 18 weeks. This was a 2-arm trial with single-blinded ratings and intention-to-treat analyses. Assessments occurred at baseline, end-of-treatment, and 12 months after the baseline assessment. The primary outcome was social and role functioning and defeatist performance attitudes were the secondary outcome. Attenuated positive and negative symptoms, anxiety, depression, self-efficacy, and beliefs about self and others were examined as exploratory outcomes. Results There were no significant differences between the 2 groups at baseline or either of the 2 follow-ups. However, at follow-ups, in each group there were significant improvements in clinical symptoms. These could not be attributed to group treatment since there was no control or wait-list group. Conclusions Since poor social functioning is one of the most observed difficulties in CHR individuals, and a decline in social functioning may be a significant predictor of later transition to psychosis, future work will be needed to find effective treatments for this decline in functioning for CHR youth.
Collapse
Affiliation(s)
- Jean Addington
- Department of Psychiatry, Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Lu Liu
- Department of Psychiatry, Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Amy Braun
- Department of Psychiatry, Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Kali Brummitt
- Department of Psychiatry, Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Kristin S Cadenhead
- Department of Psychiatry, University of California, San Diego, San Diego, CA, USA
| | | | - Jason L Holden
- Department of Psychiatry, University of California, San Diego, San Diego, CA, USA
| | - Eric Granholm
- Department of Psychiatry, University of California, San Diego, San Diego, CA, USA
- Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
| |
Collapse
|