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Vignapiano A, Monaco F, Panarello E, Landi S, Di Gruttola B, Malvone R, Martiadis V, Raffone F, Marenna A, Pontillo M, Di Stefano V, D’Angelo M, Steardo L, Corrivetti G. Digital Interventions for the Rehabilitation of First-Episode Psychosis: An Integrated Perspective. Brain Sci 2025; 15:80. [PMID: 39851447 PMCID: PMC11763830 DOI: 10.3390/brainsci15010080] [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: 12/25/2024] [Revised: 01/13/2025] [Accepted: 01/15/2025] [Indexed: 01/26/2025] Open
Abstract
BACKGROUND The integration of digital health technologies has transformed mental healthcare, particularly for young adults with First-Episode Psychosis (FEP). Digital interventions, such as telepsychiatry and mobile applications, address barriers like social stigma, restricted access to services, and the urgency of timely care. METHODS A systematic literature review was conducted using PubMed and APA PsycINFO. Included studies focused on randomized controlled trials, cohort studies, and open studies of digital interventions for FEP rehabilitation. Exclusion criteria included meta-analyses, reviews, and irrelevant studies. RESULTS Smartphone applications like Horyzons-Canada facilitated peer support and symptom management, while tools such as My Journey 3 emphasized the need for better user engagement. Digital innovations, including Cognitive Behavioral Therapy for insomnia (CBT-I) and telepsychiatry, demonstrated improvements in recovery and treatment adherence. DISCUSSION Digital interventions significantly enhance the accessibility and quality of FEP care, supporting functional recovery and patient engagement. Future research should prioritize longitudinal studies, user engagement strategies, and advanced analytics to develop personalized, scalable solutions.
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Affiliation(s)
- Annarita Vignapiano
- Department of Mental Health, ASL Salerno, 84125 Salerno, Italy; (A.V.); (F.M.); (S.L.); (B.D.G.); (R.M.); (G.C.)
- European Biomedical Research Institute of Salerno (EBRIS), 84125 Salerno, Italy;
| | - Francesco Monaco
- Department of Mental Health, ASL Salerno, 84125 Salerno, Italy; (A.V.); (F.M.); (S.L.); (B.D.G.); (R.M.); (G.C.)
- European Biomedical Research Institute of Salerno (EBRIS), 84125 Salerno, Italy;
| | - Ernesta Panarello
- Department of Mental Health, ASL Salerno, 84125 Salerno, Italy; (A.V.); (F.M.); (S.L.); (B.D.G.); (R.M.); (G.C.)
| | - Stefania Landi
- Department of Mental Health, ASL Salerno, 84125 Salerno, Italy; (A.V.); (F.M.); (S.L.); (B.D.G.); (R.M.); (G.C.)
| | - Benedetta Di Gruttola
- Department of Mental Health, ASL Salerno, 84125 Salerno, Italy; (A.V.); (F.M.); (S.L.); (B.D.G.); (R.M.); (G.C.)
| | - Raffaele Malvone
- Department of Mental Health, ASL Salerno, 84125 Salerno, Italy; (A.V.); (F.M.); (S.L.); (B.D.G.); (R.M.); (G.C.)
| | - Vassilis Martiadis
- Department of Mental Health, ASL Napoli 1 Centro, 80125 Napoli, Italy (F.R.)
| | - Fabiola Raffone
- Department of Mental Health, ASL Napoli 1 Centro, 80125 Napoli, Italy (F.R.)
| | - Alessandra Marenna
- European Biomedical Research Institute of Salerno (EBRIS), 84125 Salerno, Italy;
| | - Maria Pontillo
- Child & Adolescent Neuropsychiatry Unit, Bambino Gesù Children’s Hospital, IRCCS, 00146 Rome, Italy;
| | - Valeria Di Stefano
- Psychiatric Unit, Department of Health Sciences, University Magna Graecia of Catanzaro, 88100 Catanzaro, Italy; (V.D.S.); (M.D.); (L.S.J.)
| | - Martina D’Angelo
- Psychiatric Unit, Department of Health Sciences, University Magna Graecia of Catanzaro, 88100 Catanzaro, Italy; (V.D.S.); (M.D.); (L.S.J.)
| | - Luca Steardo
- Psychiatric Unit, Department of Health Sciences, University Magna Graecia of Catanzaro, 88100 Catanzaro, Italy; (V.D.S.); (M.D.); (L.S.J.)
| | - Giulio Corrivetti
- Department of Mental Health, ASL Salerno, 84125 Salerno, Italy; (A.V.); (F.M.); (S.L.); (B.D.G.); (R.M.); (G.C.)
- European Biomedical Research Institute of Salerno (EBRIS), 84125 Salerno, Italy;
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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.
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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
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3
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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.
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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
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4
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Özer D, Dişsiz M. The effect of online group based acceptance and commitment therapy on psychotic symptoms and functioning levels of individuals with early psychosis. Schizophr Res 2024; 267:55-64. [PMID: 38518479 DOI: 10.1016/j.schres.2024.03.018] [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: 12/25/2023] [Revised: 02/24/2024] [Accepted: 03/15/2024] [Indexed: 03/24/2024]
Abstract
OBJECTIVE This study examined the effect of online group-based Acceptance and Commitment Therapy (ACT) applied to individuals with early psychosis on psychotic symptoms and functionality levels. METHODS This randomized controlled study population consisted of 77 individuals who had been diagnosed with schizophrenia and other psychotic disorders according to DSM-5 diagnostic criteria at most three years ago. The study sample consisted of 53 individuals who met the inclusion criteria and were assigned to the intervention (n = 26) and control (n = 27) groups by simple randomization method. The intervention group received an eight-session ACT program as online group therapy, while the control group received no application made by the researchers. Data were obtained using the "Positive and Negative Syndrome Scale (PANSS)" and the "Social Functioning Assessment Scale (SFAS)" at pre-test, post-test and 3-month follow-up. RESULTS While it was found that the post-test and 3-month follow-up test PANSS mean scores of the individuals in the intervention group were lower than the mean score of the individuals in the control group; it was determined that the mean score of SFAS was higher than the mean score of the individuals in the control group (p < 0.05). In addition, while no hospitalization was observed in the intervention group during the follow-up period, 14.8 % (n = 4) of the individuals in the control group were hospitalized. DISCUSSION It was found that online group-based ACT applied to individuals with early psychosis reduced psychotic symptoms and increased their functionality levels. It was also found that hospitalizations were less in the intervention group. CLINICALTRIALS gov ID: NCT05210816.
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Affiliation(s)
- Duygu Özer
- Bartın University, Faculty of Health Sciences, Department of Nursing, Bartın, Turkey.
| | - Melike Dişsiz
- University of Health Sciences, Hamidiye Nursing Faculty, Istanbul, Turkey
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Marciniak MA, Shanahan L, Myin-Germeys I, Veer IM, Yuen KSL, Binder H, Walter H, Hermans EJ, Kalisch R, Kleim B. Imager-A mobile health mental imagery-based ecological momentary intervention targeting reward sensitivity: A randomized controlled trial. Appl Psychol Health Well Being 2024; 16:576-596. [PMID: 37942875 DOI: 10.1111/aphw.12505] [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: 05/31/2023] [Accepted: 10/16/2023] [Indexed: 11/10/2023]
Abstract
Robust reward sensitivity may help preserve mental well-being in the face of adversity and has been proposed as a key stress resilience factor. Here, we present a mobile health application, "Imager," which targets reward sensitivity by training individuals to create mental images of future rewarding experiences. We conducted a two-arm randomized controlled trial with 95 participants screened for reward sensitivity. Participants in the intervention group received an ecological momentary intervention-Imager, which encouraged participants to create mental images of rewarding events for 1 week. The control group participants received only ecological momentary assessment, without the instruction to generate mental images. Adherence to Imager was high; participants in the intervention group engaged in 88% of the planned activities. In the follow-up assessment, the intervention group reported less mental health symptoms, mainly in depression (β = -0.34, df = 93, p = .004) and less perceived stress (β = -0.18, df = 93, p = .035), than control group participants and compared with the baseline assessment. Our results show the positive effects of Imager on mental health symptoms. The encouraging effects of the app on mental health outcomes may lead to greater use of ecological momentary interventions in the clinical preventive practice of affective disorders.
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Affiliation(s)
- Marta Anna Marciniak
- Department of Psychology, University of Zurich, Zurich, Switzerland
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital (PUK), University of Zurich, Zurich, Switzerland
| | - Lilly Shanahan
- Department of Psychology, University of Zurich, Zurich, Switzerland
- Jacobs Center for Productive Youth Development, University of Zurich, Zurich, Switzerland
| | - Inez Myin-Germeys
- Center for Contextual Psychiatry, Department of Neurosciences, KU Leuven, Leuven, Belgium
| | - Ilya Milos Veer
- Research Division of Mind and Brain, Department of Psychiatry and Psychotherapy CCM, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
- Department of Developmental Psychology, University of Amsterdam, Amsterdam, The Netherlands
| | - Kenneth S L Yuen
- Leibniz Institute for Resilience Research (LIR), Mainz, Germany
- Neuroimaging Center (NIC), Focus Program Translational Neuroscience (FTN), Johannes Gutenberg University Medical Center, Mainz, Germany
| | - Harald Binder
- Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
- Freiburg Center for Data Analysis and Modelling, University of Freiburg, Freiburg, Germany
| | - Henrik Walter
- Research Division of Mind and Brain, Department of Psychiatry and Psychotherapy CCM, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Erno J Hermans
- Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Raffael Kalisch
- Leibniz Institute for Resilience Research (LIR), Mainz, Germany
- Neuroimaging Center (NIC), Focus Program Translational Neuroscience (FTN), Johannes Gutenberg University Medical Center, Mainz, Germany
| | - Birgit Kleim
- Department of Psychology, University of Zurich, Zurich, Switzerland
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital (PUK), University of Zurich, Zurich, Switzerland
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6
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Villanueva J, Meyer AH, Block VJ, Benoy C, Bader K, Brogli S, Karekla M, Walter M, Haller E, Lang UE, Gloster AT. How mood is affected by environment and upsetting events: The moderating role of psychological flexibility. Psychother Res 2024; 34:490-502. [PMID: 37257198 DOI: 10.1080/10503307.2023.2215392] [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: 09/29/2022] [Revised: 03/20/2023] [Accepted: 04/04/2023] [Indexed: 06/02/2023] Open
Abstract
OBJECTIVE Patients suffering from psychological disorders report decreased quality of life and low mood. The relationship of these symptoms to daily upsetting events or environments, and in the context of active coping mechanisms is poorly understood. The present study thus investigates the association between mood, psychological flexibility, upsetting events, and environment in the daily life of outpatients. METHOD We investigated 80 outpatients at the beginning of treatment, using event sampling methodology (ESM). Patients' mood, occurrence of upsetting events, current environment, and psychological flexibility were sampled six times per day during a one-week intensive longitudinal examination. Data were analyzed using linear mixed models (LMMs). RESULTS Participants reported worse mood the more upsetting events they experienced. Further, participants reported better mood when in private environments (e.g., with friends), and worse mood when at the hospital, compared to being at home. Higher levels of psychological flexibility, however, were associated with better mood, irrespective of the occurrence of upsetting events or current environment. CONCLUSION Results suggest that mood is positively associated with psychological flexibility, not despite, but especially during the dynamic and context-specific challenges of daily life. Psychological flexibility may thus potentially act as a buffer against distress-provoking situations as patients go about their daily lives. TRIAL REGISTRATION ISRCTN.org identifier: ISRCTN11209732.
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Affiliation(s)
- Jeanette Villanueva
- University Psychiatric Clinics (UPK), University of Basel, Basel, Switzerland
| | - Andrea H Meyer
- Department of Psychology, University of Basel, Basel, Switzerland
| | - Victoria J Block
- Department of Psychology, University of Basel, Basel, Switzerland
| | - Charles Benoy
- Rehabilitation Clinic, Neuro-Psychiatric Hospital Center, Ettelbrück, Luxemburg
| | - Klaus Bader
- University Psychiatric Clinics (UPK), University of Basel, Basel, Switzerland
| | - Sandra Brogli
- University Psychiatric Clinics (UPK), University of Basel, Basel, Switzerland
| | - Maria Karekla
- Department of Psychology, University of Cyprus, Nicosia, Cyprus
| | - Marc Walter
- University Psychiatric Clinics (UPK), University of Basel, Basel, Switzerland
| | - Elisa Haller
- Department of Psychology, University of Basel, Basel, Switzerland
| | - Undine E Lang
- University Psychiatric Clinics (UPK), University of Basel, Basel, Switzerland
| | - Andrew T Gloster
- Department of Psychology, University of Basel, Basel, Switzerland
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7
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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.
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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
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8
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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.
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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
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9
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Marciniak MA, Shanahan L, Yuen KSL, Veer IM, Walter H, Tuescher O, Kobylińska D, Kalisch R, Hermans E, Binder H, Kleim B. Burst versus continuous delivery design in digital mental health interventions: Evidence from a randomized clinical trial. Digit Health 2024; 10:20552076241249267. [PMID: 38698832 PMCID: PMC11064753 DOI: 10.1177/20552076241249267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Accepted: 04/08/2024] [Indexed: 05/05/2024] Open
Abstract
Objective Digital mental health interventions delivered via smartphone-based apps effectively treat various conditions; however, optimizing their efficacy while minimizing participant burden remains a key challenge. In this study, we investigated the potential benefits of a burst delivery design (i.e. interventions delivered only in pre-defined time intervals) in comparison to the continuous delivery of interventions. Methods We randomly assigned 93 participants to the continuous delivery (CD) or burst delivery (BD) group. The CD group engaged in ReApp, a mobile app that increases positive cognitive reappraisal with a consistent delivery schedule that provides five prompts per day throughout the 3-week-long study, while the BD group received five daily prompts only in the first and third weeks of the study. Results No significant differences were found between the groups in terms of adherence, mental health outcomes (specifically depressive and anxiety symptoms), level of perceived stress, and perceived helpfulness of intervention. The BD group showed a significantly decreased perceived difficulty of intervention over time. Conclusions The results suggest that the burst delivery may be as suitable for digital mental health interventions as the continuous delivery. The perceived difficulty of the intervention declined more steeply for the BD group, indicating that it improved the feasibility of the positive cognitive reappraisal intervention without hurting its efficacy. This outcome may inform the design of less burdensome interventions with improved outcomes in future research.
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Affiliation(s)
- Marta Anna Marciniak
- Department of Psychology, University of Zurich, Zurich, Switzerland
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric University Hospital (PUK), University of Zurich, Zurich, Switzerland
| | - Lilly Shanahan
- Department of Psychology, University of Zurich, Zurich, Switzerland
- Jacobs Center for Productive Youth Development, University of Zurich, Zurich, Switzerland
| | - Kenneth S L Yuen
- Leibniz Institute for Resilience Research (LIR), Mainz, Germany
- Neuroimaging Center (NIC), Focus Program Translational Neuroscience (FTN), Johannes Gutenberg University Medical Center, Mainz, Germany
| | - Ilya Milos Veer
- Department of Developmental Psychology, University of Amsterdam, Amsterdam, The Netherlands; Research Division of Mind and Brain, Department of Psychiatry and Psychotherapy CCM
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Henrik Walter
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Oliver Tuescher
- Leibniz Institute for Resilience Research (LIR), Mainz, Germany
- Neuroimaging Center (NIC), Focus Program Translational Neuroscience (FTN), Johannes Gutenberg University Medical Center, Mainz, Germany
- Institute for Molecular Biology (IMB), Mainz, Germany
| | | | - Raffael Kalisch
- Leibniz Institute for Resilience Research (LIR), Mainz, Germany
- Neuroimaging Center (NIC), Focus Program Translational Neuroscience (FTN), Johannes Gutenberg University Medical Center, Mainz, Germany
| | - Erno Hermans
- Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behaviour, Nijmegen, The Netherlands
| | - Harald Binder
- Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
- Freiburg Center for Data Analysis and Modelling, University of Freiburg, Freiburg, Germany
| | - Birgit Kleim
- Freiburg Center for Data Analysis and Modelling, University of Freiburg, Freiburg, Germany
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10
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Eghdami S, Ahmadkhaniha HR, Baradaran HR, Hirbod-Mobarakeh A. Ecological momentary interventions for smoking cessation: a systematic review and meta-analysis. Soc Psychiatry Psychiatr Epidemiol 2023; 58:1431-1445. [PMID: 37269310 DOI: 10.1007/s00127-023-02503-2] [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: 12/07/2022] [Accepted: 05/25/2023] [Indexed: 06/05/2023]
Abstract
BACKGROUND AND OBJECTIVES Tobacco use is an important cause of preventable mortality and morbidity worldwide. Only 7% of smokers successfully quit annually, despite numerous evidence-based smoking cessation treatments. An important reason for failure is barriers to accessing appropriate smoking cessation interventions, which can be minimized by technology-delivered interventions, such as ecological momentary interventions. Ecological momentary interventions provide the right type and intensity of treatment in real time, based on ecological momentary assessments of relevant variables. The aim of this review was to assess the effectiveness of ecological momentary interventions in smoking cessation. METHODS We searched MEDLINE, Scopus, CENTRAL, psychINFO, and ProQuest without applying any filters on 19 September, 2022. One author screened search results for obvious irrelevant and duplicate studies. The remaining studies were independently reviewed by two authors to exclude irrelevant studies, and then they extracted data from the included studies. We collated study findings, transformed data into a common rubric, and calculated a weighted treatment effect across studies using Review Manager 5. FINDINGS We analyzed 10 studies with a total of 2391 participants. Assessment methods included exhaled CO analyzers, bidirectional SMS, data input in apps, and hand movement detection. Interventions were based on acceptance and commitment therapy and cognitive behavioral therapy. Smoking abstinence was significantly higher in participants of intervention groups compared to control groups (RR = 1.24; 95% CI 1.07-1.44, P = 0.004; I2 = 0%). CONCLUSION Ecological momentary intervention is a novel area of research in behavioral science. The results of this systematic review based on the available literature suggest that these interventions could be beneficial for smoking cessation.
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Affiliation(s)
- Shayan Eghdami
- Research Committee, School of Medicine, Iran University of Medical Sciences, Hemat Highway, Next to Milad Tower, Tehran, 14535, Iran.
| | - Hamid R Ahmadkhaniha
- Research Center for Addiction and Risky Behaviors, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Hamid R Baradaran
- Department of Epidemiology, School of Public Health, Iran University of Medical Sciences, Tehran, Iran
- Ageing Clinical and Experimental Research Team, Institute of Applied Health Sciences, School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, UK
| | - Armin Hirbod-Mobarakeh
- Research Center for Addiction and Risky Behaviors, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
- Hirbod Psychiatric and Psychologic Club (BAVAR), Tehran, Iran
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11
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Bartels SL, van Zelst C, Melo Moura B, Daniëls NE, Simons CJ, Marcelis M, Bos FM, Servaas MN. Feedback based on experience sampling data: Examples of current approaches and considerations for future research. Heliyon 2023; 9:e20084. [PMID: 37809510 PMCID: PMC10559801 DOI: 10.1016/j.heliyon.2023.e20084] [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: 04/26/2023] [Revised: 09/11/2023] [Accepted: 09/11/2023] [Indexed: 10/10/2023] Open
Abstract
Methodologies such as the Experience Sampling Method (ESM) or Ecological Momentary Assessment allow the gathering of fine-graded, dynamic, personal data within a patient's daily life. Currently, it is studied whether feedback based on experience sampling data (ESM-based feedback) can be used as a clinical tool to inform shared decision-making in clinical practice. Although the potential of feedback is recognized, little is known on how to generate, use, and implement it. This article (i) presents n = 15 ongoing ESM projects within the Belgian-Dutch network for ESM research wherein ESM-based feedback is provided to various patient populations, and (ii) summarizes qualitative data on experiences with ESM-based feedback of researchers (n = 8) with extensive expertise with ESM (average of 10 years) involved in these ongoing studies. The following aspects appear to be of relevance when providing ESM-based feedback: training for healthcare professionals and researchers, the use of online interfaces and graphical visualizations to present data, and interacting with patients in a face-to-face setting when discussing the contextual relevance and potential implications. Prospectively, research may build on these aspects and create coherent consensus-based guidelines for the use of ESM-based feedback.
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Affiliation(s)
- Sara Laureen Bartels
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
- Alzheimer Centre Limburg, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
| | - Catherine van Zelst
- Department of Psychosis Research and Innovation, Parnassia Psychiatric Institute, The Hague, the Netherlands
- GGzE Institute for Mental Health Care Eindhoven, Eindhoven, the Netherlands
| | - Bernardo Melo Moura
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
- Institute of Pharmacology and Neurosciences, Faculty of Medicine, University of Lisbon, Lisbon, Portugal
- Universidade Católica Portuguesa, Faculdade de Medicina, Portugal
| | - Naomi E.M. Daniëls
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
- Department of Family Medicine, Care and Public Health Research Institute, Maastricht University, Maastricht, the Netherlands
| | - Claudia J.P. Simons
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
- GGzE Institute for Mental Health Care Eindhoven, Eindhoven, the Netherlands
| | - Machteld Marcelis
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
- GGzE Institute for Mental Health Care Eindhoven, Eindhoven, the Netherlands
| | - Fionneke M. Bos
- Department of Psychiatry, Interdisciplinary Center for Psychopathology and Emotion Regulation, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
- Department of Psychiatry, Rob Giel Research Center, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Michelle N. Servaas
- Department of Psychiatry, Interdisciplinary Center for Psychopathology and Emotion Regulation, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
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12
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Paetzold I, Schick A, Rauschenberg C, Hirjak D, Banaschewski T, Meyer-Lindenberg A, Boehnke JR, Boecking B, Reininghaus U. Exploring putative therapeutic mechanisms of change in a hybrid compassion-focused, ecological momentary intervention: Findings from the EMIcompass trial. Behav Res Ther 2023; 168:104367. [PMID: 37467549 DOI: 10.1016/j.brat.2023.104367] [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: 09/05/2022] [Revised: 03/07/2023] [Accepted: 07/03/2023] [Indexed: 07/21/2023]
Abstract
Compassion-focused interventions represent a promising transdiagnostic approach, but the mechanisms involved in hybrid delivery combining face-to-face sessions and an ecological momentary intervention remain unexplored. The current study aimed at exploring associations of putative mechanisms with clinical outcomes at post-intervention/follow-up and mediation of outcome at follow-up by preceding pre-to post-intervention changes in putative mechanisms. The compassion-focused EMIcompass intervention was applied in an exploratory randomized controlled trial (treatment as usual (TAU) vs. TAU + EMIcompass) with youth with early mental health problems. Data was collected before randomization, at post-intervention and at four-week follow-up. We recruited N = 92 participants, N = 46 were allocated to the experimental condition. After control for baseline levels of the target outcomes, baseline-to post-intervention improvement in adaptive emotion regulation was associated with lower levels of clinical outcomes (e.g. psychological distress b = -1.15; 95%CI = -1.92 to -0.39) across time points. We could not detect indirect effects, but we observed associations of change in self-compassion and adaptive emotion regulation with outcomes at follow-up in the mediation analysis (e.g., β = -0.35, 95%CI = -0.52 to -0.16). If successfully targeted by interventions, self-compassion and emotion regulation may be promising putative therapeutic mechanisms of change.
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Affiliation(s)
- Isabell Paetzold
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Baden-Württemberg, Germany
| | - Anita Schick
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Baden-Württemberg, Germany
| | - Christian Rauschenberg
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Baden-Württemberg, Germany
| | - Dusan Hirjak
- Department for Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Tobias Banaschewski
- Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Andreas Meyer-Lindenberg
- Department for Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Jan R Boehnke
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Baden-Württemberg, Germany; School of Health Sciences, University of Dundee, Dundee, UK
| | - Benjamin Boecking
- Tinnitus Center, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Ulrich Reininghaus
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Baden-Württemberg, Germany; ESRC Centre for Society and Mental Health and Social Epidemiology Research Group, King's College London, London, London, UK; Centre for Epidemiology and Public Health, Health Service and Population Research Department, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK.
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13
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Mavragani A, Lecomte T, Potvin S, Riopel G, Vézina C, Villeneuve M, Abdel-Baki A, Khazaal Y. A Mobile Health App (ChillTime) Promoting Emotion Regulation in Dual Disorders: Acceptability and Feasibility Pilot Study. JMIR Form Res 2023; 7:e37293. [PMID: 36705963 PMCID: PMC9919461 DOI: 10.2196/37293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Revised: 12/14/2022] [Accepted: 12/20/2022] [Indexed: 01/28/2023] Open
Abstract
BACKGROUND A growing number of studies highlight the importance of emotion regulation in the treatment and recovery of individuals with psychosis and concomitant disorders such as substance use disorder (SUD), for whom access to integrated dual-disorder treatments is particularly difficult. In this context, dedicated smartphone apps may be useful tools to provide immediate support to individuals in need. However, few studies to date have focused on the development and assessment of apps aimed at promoting emotional regulation for people with psychosis. OBJECTIVE The aim of this study was to evaluate the feasibility, acceptability, and potential clinical impact of a dedicated app (ChillTime) for individuals with psychotic disorders and concurrent SUD. The app design process followed recommendations for reducing cognitive effort on a mobile app. A total of 20 coping strategies regrouped in four categories (behavioral, emotional, cognitive, spiritual) were included in the app. METHODS This open pilot study followed a pre-post design. After the initial assessment, researchers asked participants to use the app as part of their treatment over a 30-day period. Feasibility was determined by the frequency of use of the app and measured using the number of completed strategies. Acceptability was determined by measuring ease of use, ease of learning, satisfaction, and perceived utility at the end of the 30-day study period based on responses to satisfaction questionnaires. Clinical scales measuring emotion regulation, substance use (ie, type of substance, amount taken, and frequency of use), and various psychiatric symptoms were administered at the beginning and end of the 30-day period. RESULTS A total of 13 participants were recruited from two first-episode psychosis clinics in Montreal, Quebec, Canada. All participants were symptomatically stable, were between 18 and 35 years of age (mostly men; 70% of the sample), and had a schizophrenia spectrum disorder with a comorbid substance use diagnosis. A total of 11 participants completed the study (attrition<20%). Approximately half of the participants used the tool at least 33% of the days (11-21 days). Cognitive and emotion-focused techniques were rated the highest in terms of usefulness and were the most frequently used. The majority of participants gave positive answers about the ease of use and the ease of learning the tool. A nonsignificant association of ChillTime use with negative symptoms and drug use was observed. No other statistically significant changes were observed. CONCLUSIONS The ChillTime app showed good feasibility (approximately half of the participants used the tool at least 33% of the days) and acceptability among people with schizophrenia spectrum disorder and SUD. Trends suggesting a potential impact on certain clinical outcomes will need to be replicated in larger-sample studies before any conclusion can be drawn.
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Affiliation(s)
| | - Tania Lecomte
- Département de Psychologie, Université de Montréal, Montreal, QC, Canada.,Centre de Recherche de l'Institut Universitaire en Santé Mentale de Montréal, Montreal, QC, Canada
| | - Stéphane Potvin
- Département de Psychologie, Université de Montréal, Montreal, QC, Canada.,Centre de Recherche de l'Institut Universitaire en Santé Mentale de Montréal, Montreal, QC, Canada
| | - Gabrielle Riopel
- Département de Psychologie, Université de Montréal, Montreal, QC, Canada
| | - Camille Vézina
- Département de Psychologie, Université de Montréal, Montreal, QC, Canada
| | - Marie Villeneuve
- Centre de Recherche de l'Institut Universitaire en Santé Mentale de Montréal, Montreal, QC, Canada
| | - Amal Abdel-Baki
- Centre Hospitalier de l'Université de Montréal, Montreal, QC, Canada.,Département de Psychiatrie, Université de Montréal, Montreal, QC, Canada
| | - Yasser Khazaal
- Centre de Recherche de l'Institut Universitaire en Santé Mentale de Montréal, Montreal, QC, Canada.,Département de Psychiatrie, Université de Montréal, Montreal, QC, Canada
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14
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Myin-Germeys I. mHealth in psychiatry: A pathway to person-centered care. Psychiatry Res 2023; 319:114978. [PMID: 36459806 DOI: 10.1016/j.psychres.2022.114978] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 11/17/2022] [Accepted: 11/20/2022] [Indexed: 11/23/2022]
Abstract
Influenced by the field of epidemiology and the early ecological psychologists, my research focused on the role of person-environment interactions in the development and maintenance of psychopathology - a field I would name Contextual Psychiatry. To capture the interaction between the person and the environment, I was one of the early adopters of the Experience Sampling Method (ESM) in mental health research. Using ESM, we demonstrated that there is an affective pathway to psychosis, characterized by increased stress-reactivity. Also altered social interactions have been identified as an important factor in the development of psychopathology. With digital technology quickly evolving, the impact of my work has now been extended to the development and implementation of mHealth and digital Health approaches in mental health, including the clinical application of ESM in routine mental health care as well as the development of Ecological Momentary Interventions. Moving forward, if we want to deliver treatment at moments when it is most needed and adapted to the needs of the individual, we need to advance our understanding of the real-time dynamics of the psychological and physiological processes of psychopathology - thus establishing a more personalised mental health care.
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Affiliation(s)
- Inez Myin-Germeys
- KU Leuven, Department of Neuroscience, Center for Contextual Psychiatry, Research Group Psychiatry, O&N 5b, Herestraat 49, Box 1029, Leuven 3000, Belgium.
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15
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Kwon S, Firth J, Joshi D, Torous J. Accessibility and availability of smartphone apps for schizophrenia. SCHIZOPHRENIA (HEIDELBERG, GERMANY) 2022; 8:98. [PMID: 36385116 PMCID: PMC9668219 DOI: 10.1038/s41537-022-00313-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 11/05/2022] [Indexed: 05/25/2023]
Abstract
App-based interventions have the potential to enhance access to and quality of care for patients with schizophrenia. However, less is known about the current state of schizophrenia apps in research and how those translate to publicly available apps. This study, therefore, aimed to review schizophrenia apps offered on marketplaces and research literature with a focus on accessibility and availability. A search of recent reviews, gray literature, PubMed, and Google Scholar was conducted in August 2022. A search of the U.S. Apple App Store and Google Play App Store was conducted in July 2022. All eligible studies and apps were systematically screened/reviewed. The academic research search produced 264 results; 60 eligible studies were identified. 51.7% of research apps were built on psychosis-specific platforms and 48.3% of research apps were built on non-specific platforms. 83.3% of research apps offered monitoring functionalities. Only nine apps, two designed on psychosis-specific platforms and seven on non-specific platforms were easily accessible. The search of app marketplaces uncovered 537 apps; only six eligible marketplace apps were identified. 83.3% of marketplace apps only offered psychoeducation. All marketplace apps lacked frequent updates with the average time since last update 1121 days. There are few clinically relevant apps accessible to patients on the commercial marketplaces. While research efforts are expanding, many research apps are unavailable today. Better translation of apps from research to the marketplace and a focus on sustainable interventions are important targets for the field.
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Affiliation(s)
- Sam Kwon
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - 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
| | - Devayani Joshi
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - John Torous
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA, USA.
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16
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Bos FM, von Klipstein L, Emerencia AC, Veermans E, Verhage T, Snippe E, Doornbos B, Hadders-Prins G, Wichers M, Riese H. A Web-Based Application for Personalized Ecological Momentary Assessment in Psychiatric Care: User-Centered Development of the PETRA Application. JMIR Ment Health 2022; 9:e36430. [PMID: 35943762 PMCID: PMC9399881 DOI: 10.2196/36430] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 04/11/2022] [Accepted: 05/06/2022] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Smartphone self-monitoring of mood, symptoms, and contextual factors through ecological momentary assessment (EMA) provides insights into the daily lives of people undergoing psychiatric treatment. Therefore, EMA has the potential to improve their care. To integrate EMA into treatment, a clinical tool that helps clients and clinicians create personalized EMA diaries and interpret the gathered data is needed. OBJECTIVE This study aimed to develop a web-based application for personalized EMA in specialized psychiatric care in close collaboration with all stakeholders (ie, clients, clinicians, researchers, and software developers). METHODS The participants were 52 clients with mood, anxiety, and psychotic disorders and 45 clinicians (psychiatrists, psychologists, and psychiatric nurses). We engaged them in interviews, focus groups, and usability sessions to determine the requirements for an EMA web application and repeatedly obtained feedback on iteratively improved high-fidelity EMA web application prototypes. We used human-centered design principles to determine important requirements for the web application and designed high-fidelity prototypes that were continuously re-evaluated and adapted. RESULTS The iterative development process resulted in Personalized Treatment by Real-time Assessment (PETRA), which is a scientifically grounded web application for the integration of personalized EMA in Dutch clinical care. PETRA includes a decision aid to support clients and clinicians with constructing personalized EMA diaries, an EMA diary item repository, an SMS text message-based diary delivery system, and a feedback module for visualizing the gathered EMA data. PETRA is integrated into electronic health record systems to ensure ease of use and sustainable integration in clinical care and adheres to privacy regulations. CONCLUSIONS PETRA was built to fulfill the needs of clients and clinicians for a user-friendly and personalized EMA tool embedded in routine psychiatric care. PETRA is unique in this codevelopment process, its extensive but user-friendly personalization options, its integration into electronic health record systems, its transdiagnostic focus, and its strong scientific foundation in the design of EMA diaries and feedback. The clinical effectiveness of integrating personalized diaries via PETRA into care requires further research. As such, PETRA paves the way for a systematic investigation of the utility of personalized EMA for routine mental health care.
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Affiliation(s)
- Fionneke M Bos
- Rob Giel Research Center, Department of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
- Interdisciplinary Center Psychopathology and Emotion Regulation, Department of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Lino von Klipstein
- Interdisciplinary Center Psychopathology and Emotion Regulation, Department of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Ando C Emerencia
- Research Support, Faculty of Behavioral and Social Sciences, University of Groningen, Groningen, Netherlands
| | - Erwin Veermans
- Rob Giel Research Center, Department of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Tom Verhage
- Interdisciplinary Center Psychopathology and Emotion Regulation, Department of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Evelien Snippe
- Interdisciplinary Center Psychopathology and Emotion Regulation, Department of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | | | - Grietje Hadders-Prins
- Rob Giel Research Center, Department of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Marieke Wichers
- Interdisciplinary Center Psychopathology and Emotion Regulation, Department of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Harriëtte Riese
- Interdisciplinary Center Psychopathology and Emotion Regulation, Department of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
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17
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Schick A, Paetzold I, Rauschenberg C, Hirjak D, Banaschewski T, Meyer-Lindenberg A, Boehnke JR, Boecking B, Reininghaus U. Effects of a Novel, Transdiagnostic, Hybrid Ecological Momentary Intervention for Improving Resilience in Youth (EMIcompass): Protocol for an Exploratory Randomized Controlled Trial. JMIR Res Protoc 2021; 10:e27462. [PMID: 34870613 PMCID: PMC8686407 DOI: 10.2196/27462] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Revised: 05/31/2021] [Accepted: 08/11/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Most mental disorders first emerge in youth and, in their early stages, surface as subthreshold expressions of symptoms comprising a transdiagnostic phenotype of psychosis, mania, depression, and anxiety. Elevated stress reactivity is one of the most widely studied mechanisms underlying psychotic and affective mental health problems. Thus, targeting stress reactivity in youth is a promising indicated and translational preventive strategy for adverse mental health outcomes that could develop later in life and for improving resilience. Compassion-focused interventions offer a wide range of innovative therapeutic techniques that are particularly amenable to being implemented as ecological momentary interventions (EMIs), a specific type of mobile health intervention, to enable youth to access interventions in a given moment and context in daily life. This approach may bridge the current gap in youth mental health care. OBJECTIVE This study aims to investigate the clinical feasibility, candidate underlying mechanisms, and initial signals of the efficacy of a novel, transdiagnostic, hybrid EMI for improving resilience to stress in youth-EMIcompass. METHODS In an exploratory randomized controlled trial, youth aged between 14 and 25 years with current distress, a broad Clinical High At-Risk Mental State, or the first episode of a severe mental disorder will be randomly allocated to the EMIcompass intervention (ie, EMI plus face-to-face training sessions) in addition to treatment as usual or a control condition of treatment as usual only. Primary (stress reactivity) and secondary candidate mechanisms (resilience, interpersonal sensitivity, threat anticipation, negative affective appraisals, and momentary physiological markers of stress reactivity), as well as primary (psychological distress) and secondary outcomes (primary psychiatric symptoms and general psychopathology), will be assessed at baseline, postintervention, and at the 4-week follow-up. RESULTS The first enrollment was in August 2019, and as of May 2021, enrollment and randomization was completed (N=92). We expect data collection to be completed by August 2021. CONCLUSIONS This study is the first to establish feasibility, evidence on underlying mechanisms, and preliminary signals of the efficacy of a compassion-focused EMI in youth. If successful, a confirmatory randomized controlled trial will be warranted. Overall, our approach has the potential to significantly advance preventive interventions in youth mental health provision. TRIAL REGISTRATION German Clinical Trials Register DRKS00017265; https://www.drks.de/drks_web/navigate.do?navigationId=trial.HTML&TRIAL_ID=DRKS00017265. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/27462.
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Affiliation(s)
- Anita Schick
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Isabell Paetzold
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Christian Rauschenberg
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Dusan Hirjak
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Tobias Banaschewski
- Clinic of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Andreas Meyer-Lindenberg
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Jan R Boehnke
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- School of Health Sciences, University of Dundee, Dundee, United Kingdom
| | - Benjamin Boecking
- Tinnitus Center, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Ulrich Reininghaus
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- Centre for Epidemiology and Public Health, Health Service and Population Research Department, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom
- ESRC Centre for Society and Mental Health, King's College London, London, United Kingdom
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18
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Dao KP, De Cocker K, Tong HL, Kocaballi AB, Chow C, Laranjo L. Smartphone-Delivered Ecological Momentary Interventions Based on Ecological Momentary Assessments to Promote Health Behaviors: Systematic Review and Adapted Checklist for Reporting Ecological Momentary Assessment and Intervention Studies. JMIR Mhealth Uhealth 2021; 9:e22890. [PMID: 34806995 PMCID: PMC8663593 DOI: 10.2196/22890] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2020] [Revised: 11/06/2020] [Accepted: 07/26/2021] [Indexed: 01/20/2023] Open
Abstract
Background Healthy behaviors are crucial for maintaining a person’s health and well-being. The effects of health behavior interventions are mediated by individual and contextual factors that vary over time. Recently emerging smartphone-based ecological momentary interventions (EMIs) can use real-time user reports (ecological momentary assessments [EMAs]) to trigger appropriate support when needed in daily life. Objective This systematic review aims to assess the characteristics of smartphone-delivered EMIs using self-reported EMAs in relation to their effects on health behaviors, user engagement, and user perspectives. Methods We searched MEDLINE, Embase, PsycINFO, and CINAHL in June 2019 and updated the search in March 2020. We included experimental studies that incorporated EMIs based on EMAs delivered through smartphone apps to promote health behaviors in any health domain. Studies were independently screened. The PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines were followed. We performed a narrative synthesis of intervention effects, user perspectives and engagement, and intervention design and characteristics. Quality appraisal was conducted for all included studies. Results We included 19 papers describing 17 unique studies and comprising 652 participants. Most studies were quasi-experimental (13/17, 76%), had small sample sizes, and great heterogeneity in intervention designs and measurements. EMIs were most popular in the mental health domain (8/17, 47%), followed by substance abuse (3/17, 18%), diet, weight loss, physical activity (4/17, 24%), and smoking (2/17, 12%). Of the 17 studies, the 4 (24%) included randomized controlled trials reported nonstatistically significant effects on health behaviors, and 4 (24%) quasi-experimental studies reported statistically significant pre-post improvements in self-reported primary outcomes, namely depressive (P<.001) and psychotic symptoms (P=.03), drinking frequency (P<.001), and eating patterns (P=.01). EMA was commonly used to capture subjective experiences as well as behaviors, whereas sensors were rarely used. Generally, users perceived EMIs to be helpful. Common suggestions for improvement included enhancing personalization, multimedia and interactive capabilities (eg, voice recording), and lowering the EMA reporting burden. EMI and EMA components were rarely reported and were not described in a standardized manner across studies, hampering progress in this field. A reporting checklist was developed to facilitate the interpretation and comparison of findings and enhance the transparency and replicability of future studies using EMAs and EMIs. Conclusions The use of smartphone-delivered EMIs using self-reported EMAs to promote behavior change is an emerging area of research, with few studies evaluating efficacy. Such interventions could present an opportunity to enhance health but need further assessment in larger participant cohorts and well-designed evaluations following reporting checklists. Future research should explore combining self-reported EMAs of subjective experiences with objective data passively collected via sensors to promote personalization while minimizing user burden, as well as explore different EMA data collection methods (eg, chatbots). Trial Registration PROSPERO CRD42019138739; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=138739
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Affiliation(s)
- Kim Phuong Dao
- Westmead Applied Research Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia.,Capital Health Network, Canberra, Australia
| | - Katrien De Cocker
- Institute for Resilient Regions, Centre for Health Research, University of Southern Queensland, Springfield Central, Australia
| | - Huong Ly Tong
- Westmead Applied Research Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - A Baki Kocaballi
- School of Computer Science, Faculty of Engineering & Information Technology, University of Technology Sydney, Sydney, Australia
| | - Clara Chow
- Westmead Applied Research Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Liliana Laranjo
- Westmead Applied Research Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
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19
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Rauschenberg C, Boecking B, Paetzold I, Schruers K, Schick A, van Amelsvoort T, Reininghaus U. A Compassion-Focused Ecological Momentary Intervention for Enhancing Resilience in Help-Seeking Youth: Uncontrolled Pilot Study. JMIR Ment Health 2021; 8:e25650. [PMID: 34383687 PMCID: PMC8380580 DOI: 10.2196/25650] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Revised: 04/27/2021] [Accepted: 05/25/2021] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND Digital interventions offer new avenues for low-threshold prevention and treatment in young people. Ecological momentary interventions (EMIs) represent a powerful approach that allows for adaptive, real-time, and real-world delivery of intervention components in daily life by real-time processing of ecological momentary assessment (EMA) data. Compassion-focused interventions (CFIs) may be particularly amenable to translation into an EMI to strengthen emotional resilience and modify putative risk mechanisms, such as stress sensitivity, in the daily lives of young help-seeking individuals. OBJECTIVE This study aims to investigate the feasibility, safety, and initial therapeutic effects of a novel, accessible, transdiagnostic, ecological momentary CFI for improving emotional resilience to stress (EMIcompass). METHODS In this uncontrolled pilot study, help-seeking youth with psychotic, depressive, or anxiety symptoms were offered the EMIcompass intervention in addition to treatment as usual. The EMIcompass intervention consisted of a 3-week EMI (including enhancing, consolidating, and EMA-informed interactive tasks) administered through a mobile health app and three face-to-face sessions with a trained psychologist intended to provide guidance and training on the CFI exercises presented in the app (ie, training session, follow-up booster session, and review session). RESULTS In total, 10 individuals (mean age 20.3 years, SD 3.8; range 14-25) were included in the study. Most (8/10, 80%) participants were satisfied and reported a low burden of app usage. No adverse events were observed. In approximately one-third of all EMAs, individuals scored high on stress, negative affect, or threat anticipation during the intervention period, resulting in real-time, interactive delivery of the CFI intervention components in addition to weekly enhancing and daily consolidating tasks. Although the findings should be interpreted with caution because of the small sample size, reduced stress sensitivity, momentary negative affect, and psychotic experiences, along with increased positive affect, were found at postintervention and the 4-week follow-up. Furthermore, reductions in psychotic, anxiety, and depressive symptoms were found (r=0.30-0.65). CONCLUSIONS Our findings provide evidence on the feasibility and safety of the EMIcompass intervention for help-seeking youth and lend initial support to beneficial effects on stress sensitivity and mental health outcomes. An exploratory randomized controlled trial is warranted to establish the feasibility and preliminary evidence of its efficacy.
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Affiliation(s)
- Christian Rauschenberg
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.,Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, Netherlands
| | | | - Isabell Paetzold
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Koen Schruers
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, Netherlands.,Mondriaan Mental Health Center, Maastricht, Netherlands
| | - Anita Schick
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Thérèse van Amelsvoort
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, Netherlands.,Mondriaan Mental Health Center, Maastricht, Netherlands
| | - Ulrich Reininghaus
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.,ESRC Centre for Society and Mental Health, King's College London, London, United Kingdom.,Centre for Epidemiology and Public Health, Health Service and Population Research Department, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom
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20
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Kunkels YK, van Roon AM, Wichers M, Riese H. Cross-instrument feasibility, validity, and reproducibility of wireless heart rate monitors: Novel opportunities for extended daily life monitoring. Psychophysiology 2021; 58:e13898. [PMID: 34286857 PMCID: PMC10138748 DOI: 10.1111/psyp.13898] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Revised: 03/19/2021] [Accepted: 05/10/2021] [Indexed: 11/28/2022]
Abstract
Wired ambulatory monitoring of the electrocardiogram (ECG) is an established method used by researchers and clinicians. Recently, a new generation of wireless, compact, and relatively inexpensive heart rate monitors have become available. However, before these monitors can be used in scientific research and clinical practice, their feasibility, validity, and reproducibility characteristics have to be investigated. Therefore, we tested how two wireless heart rate monitors (i.e., the Ithlete photoplethysmography (PPG) finger sensor and the Cortrium C3 ECG monitor perform against an established wired reference method (the VU-AMS ambulatory ECG monitor). Monitors were tested on cross-instrument and test-retest reproducibility in a controlled laboratory setting, while feasibility was evaluated in protocolled ambulatory settings at home. We found that the Cortrium and the Ithlete monitors showed acceptable agreement with the VU-AMS reference in laboratory setting. In ambulatory settings, assessments were feasible with both wireless devices although more valid data were obtained with the Cortrium than with the Ithlete. We conclude that both monitors have their merits under controlled laboratory settings where motion artefacts are minimized and stationarity of the ECG signal is optimized by design. These findings are promising for long-term ambulatory ECG measurements, although more research is needed to test whether the wireless devices' feasibility, validity, and reproducibility characteristics also hold in unprotocolled daily life settings with natural variations in posture and activities.
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Affiliation(s)
- Yoram K Kunkels
- Department of Psychiatry, Interdisciplinary Center Psychopathology and Emotion regulation (ICPE), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Arie M van Roon
- Department of Vascular Medicine, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Marieke Wichers
- Department of Psychiatry, Interdisciplinary Center Psychopathology and Emotion regulation (ICPE), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Harriëtte Riese
- Department of Psychiatry, Interdisciplinary Center Psychopathology and Emotion regulation (ICPE), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
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21
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Reichert M, Gan G, Renz M, Braun U, Brüßler S, Timm I, Ma R, Berhe O, Benedyk A, Moldavski A, Schweiger JI, Hennig O, Zidda F, Heim C, Banaschewski T, Tost H, Ebner-Priemer UW, Meyer-Lindenberg A. Ambulatory assessment for precision psychiatry: Foundations, current developments and future avenues. Exp Neurol 2021; 345:113807. [PMID: 34228998 DOI: 10.1016/j.expneurol.2021.113807] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Revised: 06/18/2021] [Accepted: 07/02/2021] [Indexed: 11/30/2022]
Abstract
Precision psychiatry stands to benefit from the latest digital technologies for assessment and analyses to tailor treatment towards individuals. Insights into dynamic psychological processes as they unfold in humans' everyday life can critically add value in understanding symptomatology and environmental stressors to provide individualized treatment where and when needed. Towards this goal, ambulatory assessment encompasses methodological approaches to investigate behavioral, physiological, and biological processes in humans' everyday life. It combines repeated assessments of symptomatology over time, e.g., via Ecological Momentary Assessment (e.g., smartphone-diaries), with monitoring of physical behavior, environmental characteristics (such as geolocations, social interactions) and physiological function via sensors, e.g., mobile accelerometers, global-positioning-systems, and electrocardiography. In this review, we expand on promises of ambulatory assessment in the investigation of mental states (e.g., real-life, dynamical and contextual perspective), on chances for precision psychiatry such as the prediction of courses of psychiatric disorders, detection of tipping points and critical windows of relapse, and treatment effects as exemplified by ongoing projects, and on future avenues of how ambulatory interventions can benefit personalized care for psychiatric patients (e.g., through real-time feedback in everyday life). Ambulatory assessment is a key contributor to precision psychiatry, opening up promising avenues in research, diagnoses, prevention and treatment.
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Affiliation(s)
- Markus Reichert
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, 68159 Mannheim, Baden-Wuerttemberg, Germany; mental mHealth Lab, Department of Sports and Sports Science, Karlsruhe Institute of Technology (KIT), 76131 Karlsruhe, Baden-Wuerttemberg, Germany; Department of eHealth and Sports Analytics, Faculty of Sports Science, Ruhr-University Bochum (RUB), 44801 Bochum, North Rhine-Westphalia, Germany.
| | - Gabriela Gan
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, 68159 Mannheim, Baden-Wuerttemberg, Germany
| | - Malika Renz
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, 68159 Mannheim, Baden-Wuerttemberg, Germany
| | - Urs Braun
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, 68159 Mannheim, Baden-Wuerttemberg, Germany
| | - Sarah Brüßler
- mental mHealth Lab, Department of Sports and Sports Science, Karlsruhe Institute of Technology (KIT), 76131 Karlsruhe, Baden-Wuerttemberg, Germany
| | - Irina Timm
- mental mHealth Lab, Department of Sports and Sports Science, Karlsruhe Institute of Technology (KIT), 76131 Karlsruhe, Baden-Wuerttemberg, Germany
| | - Ren Ma
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, 68159 Mannheim, Baden-Wuerttemberg, Germany
| | - Oksana Berhe
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, 68159 Mannheim, Baden-Wuerttemberg, Germany
| | - Anastasia Benedyk
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, 68159 Mannheim, Baden-Wuerttemberg, Germany
| | - Alexander Moldavski
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, 68159 Mannheim, Baden-Wuerttemberg, Germany
| | - Janina I Schweiger
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, 68159 Mannheim, Baden-Wuerttemberg, Germany
| | - Oliver Hennig
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, 68159 Mannheim, Baden-Wuerttemberg, Germany
| | - Francesca Zidda
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, 68159 Mannheim, Baden-Wuerttemberg, Germany
| | - Christine Heim
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health (BIH), Institute of Medical Psychology, Berlin, Germany
| | - Tobias Banaschewski
- Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, 68159 Mannheim, Baden-Wuerttemberg, Germany
| | - Heike Tost
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, 68159 Mannheim, Baden-Wuerttemberg, Germany
| | - Ulrich W Ebner-Priemer
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, 68159 Mannheim, Baden-Wuerttemberg, Germany; mental mHealth Lab, Department of Sports and Sports Science, Karlsruhe Institute of Technology (KIT), 76131 Karlsruhe, Baden-Wuerttemberg, Germany
| | - Andreas Meyer-Lindenberg
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, 68159 Mannheim, Baden-Wuerttemberg, Germany.
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22
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Sedgwick O, Hardy A, Greer B, Newbery K, Cella M. "I wanted to do more of the homework!"-Feasibility and acceptability of blending app-based homework with group therapy for social cognition in psychosis. J Clin Psychol 2021; 77:2701-2724. [PMID: 34101177 DOI: 10.1002/jclp.23193] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Revised: 05/03/2021] [Accepted: 05/17/2021] [Indexed: 12/28/2022]
Abstract
OBJECTIVES Evidence suggests social-cognitive difficulties are linked to poor community functioning in people with psychosis, however, there is limited evidence that social-cognition interventions improve functioning. This may be due to poor generalization of therapy learning; digital technologies may be useful to support this. This study evaluates the feasibility of a brief, blended intervention (group therapy plus app) for individuals with psychosis. METHODS A total of 14 clients diagnosed with psychosis-spectrum difficulties participated. Feasibility was assessed by referral, adherence and completion rates, and acceptability via semi-structured interview (thematically analyzed). RESULTS The procedures were considered feasible and acceptable. The face-to-face component of the intervention was particularly valued, and participants reported benefits to their daily lives. The app was experienced as helpful, alongside some difficulties. CONCLUSIONS Development of blended interventions may prove an important avenue to maximize the adherence and reach of psychological interventions. The results of this study reinforce the need to maintain face-to-face components alongside digital.
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Affiliation(s)
- Ottilie Sedgwick
- Department of Psychology, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, UK.,South London and Maudsley NHS Foundation Trust, London, UK
| | - Amy Hardy
- Department of Psychology, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, UK.,South London and Maudsley NHS Foundation Trust, London, UK
| | - Ben Greer
- Department of Psychology, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, UK.,South London and Maudsley NHS Foundation Trust, London, UK
| | - Katie Newbery
- Department of Psychology, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, UK.,South London and Maudsley NHS Foundation Trust, London, UK
| | - Matteo Cella
- Department of Psychology, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, UK.,South London and Maudsley NHS Foundation Trust, London, UK
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23
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Valiente C, Espinosa R, Contreras A, Trucharte A, Caballero R, Peinado V. The feasibility and acceptability study of a positive psychology group intervention for people with severe psychiatric conditions. JOURNAL OF POSITIVE PSYCHOLOGY 2021. [DOI: 10.1080/17439760.2021.1871940] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Carmen Valiente
- Department of Clinical Psychology, School of Psychology, Complutense University, Madrid, Spain
| | - Regina Espinosa
- Department of Psychology, School of Education and Health, Camilo José Cela University, Madrid, Spain
| | - Alba Contreras
- Department of Clinical Psychology, School of Psychology, Complutense University, Madrid, Spain
| | - Almudena Trucharte
- Department of Clinical Psychology, School of Psychology, Complutense University, Madrid, Spain
| | - Rocío Caballero
- Department of Clinical Psychology, School of Psychology, Complutense University, Madrid, Spain
| | - Vanesa Peinado
- Department of Clinical Psychology, School of Psychology, Complutense University, Madrid, Spain
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24
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Chivilgina O, Wangmo T, Elger BS, Heinrich T, Jotterand F. mHealth for schizophrenia spectrum disorders management: A systematic review. Int J Soc Psychiatry 2020; 66:642-665. [PMID: 32571123 DOI: 10.1177/0020764020933287] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
BACKGROUND Various types of computational technologies can be used to access, store and wirelessly share private and sensitive user-related information. The 'big data' provided by these technologies may enable researchers and clinicians to better identify behavioral patterns and to provide a more personalized approach to care. The information collected, however, can be misused or potentially abused, and therefore could be detrimental to the very people who provided their medical data with the hope of improving care. This article focuses on the use of emerging mobile technologies that allow the collection of data about patients experiencing schizophrenia spectrum and related disorders. Schizophrenia has been recognized by the Sustainable Development Goals of the United Nations for its burden on our health care system and society [1]. Our analysis provides an overview of the range of available mobile technologies for people with schizophrenia and related conditions along with the technology's reported capabilities and limitations, and efficacy of mHealth interventions based on the data from articles. Thus, the focus of this review is first and foremost to update the scope of existing technologies as previous systematic reviews such as the ones by Alvarez-Jimenez et al. and by Firth and Torous are outdated [2, 3]. Although we also examine the ethical issues arising from the use of these technologies, for an in-depth analysis of the ethical implications of mobile Health technologies (mHealth), we refer the readers to our follow-up article. In terms of the ubiquitous availability of technology on the internet, our article summarizes significant information for mental health specialists and apprises the reader about the existence of these technologies. OBJECTIVES In terms of the ubiquitous availability of technology on the internet, our article summarizes significant information for mental health specialists and apprises the reader about the existence of these technologies.
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Affiliation(s)
- Olga Chivilgina
- Institute for Biomedical Ethics, University of Basel, Basel, Switzerland
| | - Tenzin Wangmo
- Institute for Biomedical Ethics, University of Basel, Basel, Switzerland
| | - Bernice Simone Elger
- Institute for Biomedical Ethics, University of Basel, Basel, Switzerland.,Center for Legal Medicine, Unit for Health Law and Humanitarian Medicine, University of Geneva, Switzerland
| | | | - Fabrice Jotterand
- Institute for Biomedical Ethics, University of Basel, Basel, Switzerland.,Medical College of Wisconsin, Milwaukee, WI, USA
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25
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van Aubel E, Bakker JM, Batink T, Michielse S, Goossens L, Lange I, Schruers K, Lieverse R, Marcelis M, van Amelsvoort T, van Os J, Wichers M, Vaessen T, Reininghaus U, Myin-Germeys I. Blended care in the treatment of subthreshold symptoms of depression and psychosis in emerging adults: A randomised controlled trial of Acceptance and Commitment Therapy in Daily-Life (ACT-DL). Behav Res Ther 2020; 128:103592. [PMID: 32146218 DOI: 10.1016/j.brat.2020.103592] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2019] [Revised: 02/05/2020] [Accepted: 02/19/2020] [Indexed: 02/07/2023]
Abstract
In this study, the feasibility and efficacy of Acceptance and Commitment Therapy in Daily Life (ACT-DL), ACT augmented with a daily life application, was investigated in 55 emerging adults (age 16 to 25) with subthreshold depressive and/or psychotic complaints. Participants were randomized to ACT-DL (n = 27) or to active control (n = 28), with assessments completed at pre- and post-measurement and 6- and 12-months follow-up. It took up to five (ACT-DL) and 11 (control) months to start group-based interventions. Participants attended on average 4.32 out of 5 ACT-DL sessions. On the app, they filled in on average 69 (48%) of signal-contingent beep-questionnaires, agreed to 15 (41%) of offered beep-exercises, initiated 19 on-demand exercises, and rated ACT-DL metaphors moderately useful. Relative to active control, interviewer-rated depression scores decreased significantly in ACT-DL participants (p = .027). Decreases in self-reported depression, psychotic-related distress, anxiety, and general psychopathology did not differ between conditions. ACT-DL participants reported increased mean NA (p = .011), relative to active controls. Mean PA did not change in either group, nor did psychological flexibility. ACT-DL is a feasible intervention, although adaptations in future research may improve delivery of and compliance with the intervention. There were mixed findings for its efficacy in reducing subthreshold psychopathology in emerging adults. Dutch Trial Register no.: NTR3808.
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Affiliation(s)
- Evelyne van Aubel
- Department of Neurosciences, Center for Contextual Psychiatry (CCP), University of Leuven, Leuven, Belgium.
| | - Jindra Myrthe Bakker
- Department of Neurosciences, Center for Contextual Psychiatry (CCP), University of Leuven, Leuven, Belgium; Department of Psychiatry and Psychology, School for Mental Health and Neuroscience (MHeNs), EURON, Maastricht University Medical Center, Maastricht, the Netherlands.
| | - Tim Batink
- Department of Psychiatry and Psychology, School for Mental Health and Neuroscience (MHeNs), EURON, Maastricht University Medical Center, Maastricht, the Netherlands; U-Center, Epen, Netherlands.
| | - Stijn Michielse
- Department of Psychiatry and Psychology, School for Mental Health and Neuroscience (MHeNs), EURON, Maastricht University Medical Center, Maastricht, the Netherlands.
| | - Liesbet Goossens
- Department of Psychiatry and Psychology, School for Mental Health and Neuroscience (MHeNs), EURON, Maastricht University Medical Center, Maastricht, the Netherlands.
| | - Iris Lange
- Department of Psychiatry and Psychology, School for Mental Health and Neuroscience (MHeNs), EURON, Maastricht University Medical Center, Maastricht, the Netherlands.
| | - Koen Schruers
- Department of Psychiatry and Psychology, School for Mental Health and Neuroscience (MHeNs), EURON, Maastricht University Medical Center, Maastricht, the Netherlands; Department of Health Psychology, Faculty of Psychology, University of Leuven, Leuven, Belgium.
| | - Ritsaert Lieverse
- Department of Psychiatry and Psychology, School for Mental Health and Neuroscience (MHeNs), EURON, Maastricht University Medical Center, Maastricht, the Netherlands.
| | - Machteld Marcelis
- Department of Psychiatry and Psychology, School for Mental Health and Neuroscience (MHeNs), EURON, Maastricht University Medical Center, Maastricht, the Netherlands; Institute for Mental Health Care Eindhoven (GGzE), Eindhoven, the Netherlands.
| | - Thérèse van Amelsvoort
- Department of Psychiatry and Psychology, School for Mental Health and Neuroscience (MHeNs), EURON, Maastricht University Medical Center, Maastricht, the Netherlands.
| | - Jim van Os
- Department of Psychiatry and Psychology, School for Mental Health and Neuroscience (MHeNs), EURON, Maastricht University Medical Center, Maastricht, the Netherlands; Department of Psychosis Studies, Institute of Psychiatry, King's College London, King's Health Partners, London, England, United Kingdom; Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, the Netherlands.
| | - Marieke Wichers
- University of Groningen, University Medical Center Groningen, Department of Psychiatry (UCP), Interdisciplinary Center Psychopathology and Emotion Regulation (ICPE), the Netherlands.
| | - Thomas Vaessen
- Department of Neurosciences, Center for Contextual Psychiatry (CCP), University of Leuven, Leuven, Belgium.
| | - Ulrich Reininghaus
- Department of Psychiatry and Psychology, School for Mental Health and Neuroscience (MHeNs), EURON, Maastricht University Medical Center, Maastricht, the Netherlands; Department of Public Mental Health, Central Institute of Mental Health, University of Heidelberg, Mannheim, Germany; Center for Epidemiology and Public Health, Health Service and Population Research Department, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK.
| | - Inez Myin-Germeys
- Department of Neurosciences, Center for Contextual Psychiatry (CCP), University of Leuven, Leuven, Belgium.
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Reininghaus U, Klippel A, Steinhart H, Vaessen T, van Nierop M, Viechtbauer W, Batink T, Kasanova Z, van Aubel E, van Winkel R, Marcelis M, van Amelsvoort T, van der Gaag M, de Haan L, Myin-Germeys I. Efficacy of Acceptance and Commitment Therapy in Daily Life (ACT-DL) in early psychosis: study protocol for a multi-centre randomized controlled trial. Trials 2019; 20:769. [PMID: 31878966 PMCID: PMC6933690 DOI: 10.1186/s13063-019-3912-4] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2018] [Accepted: 11/15/2019] [Indexed: 01/01/2023] Open
Abstract
Background Psychotic experiences, social functioning and general psychopathology are important targets for early intervention in individuals with Ultra-High-Risk state (UHR) and a first-episode psychosis (FEP). Acceptance and Commitment Therapy (ACT) is a promising, next-generation Cognitive Behavioural Therapy (CBT) that aims to modify these targets, but evidence on sustainable change and its underlying mechanisms in individuals’ daily lives remains limited. The aim of the INTERACT study is to investigate the efficacy of a novel ecological momentary intervention, Acceptance and Commitment Therapy in Daily Life (ACT-DL) in a multi-centre randomised controlled trial of individuals with UHR or FEP. Methods/design In a multi-centre randomised controlled trial, individuals aged 16–65 years with UHR or FEP will be randomly allocated to ACT-DL in addition to treatment as usual (TAU) as the experimental condition or a control condition of TAU only, which will include – for the entire study period – access to routine mental health care and, where applicable, CBT for psychosis (CBTp). Outcomes will be assessed at baseline (i.e. before randomisation), post-intervention (i.e. after the 8-week intervention period), and 6-month and 12-month follow-ups (i.e. 6 and 12 months after completing the intervention period) by blinded assessors. The primary outcome will be distress associated with psychotic experiences, while secondary outcomes will include (momentary) psychotic experiences, social functioning and psychopathology. Process measures to assess putative mechanisms of change will include psychological flexibility, stress sensitivity and reward experiences. In addition, acceptability, treatment adherence and treatment fidelity of ACT-DL will be assessed. Discussion The current study is the first to test the efficacy of ACT-DL in individuals with UHR and FEP. If this trial demonstrates the efficacy of ACT-DL, it has the potential to significantly advance the treatment of people with UHR and FEP and, more generally, provides initial support for implementing mHealth interventions in mental health services. Trial registration Netherlands Trial Register, ID: NTR4252. Registered on 26 September 2013.
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Affiliation(s)
- Ulrich Reininghaus
- Department of Public Mental Health, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany. .,Department of Psychiatry and Psychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands. .,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, UK.
| | - Annelie Klippel
- Department of Psychiatry and Psychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands.,Department of Neurosciences, Psychiatry Research Group, Center for Contextual Psychiatry, KU Leuven, Leuven, Belgium
| | - Henrietta Steinhart
- Department of Psychiatry and Psychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands.,Department of Neurosciences, Psychiatry Research Group, Center for Contextual Psychiatry, KU Leuven, Leuven, Belgium
| | - Thomas Vaessen
- Department of Psychiatry and Psychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands.,Department of Neurosciences, Psychiatry Research Group, Center for Contextual Psychiatry, KU Leuven, Leuven, Belgium
| | - Martine van Nierop
- Department of Neurosciences, Psychiatry Research Group, Center for Contextual Psychiatry, KU Leuven, Leuven, Belgium
| | - Wolfgang Viechtbauer
- Department of Psychiatry and Psychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Tim Batink
- Department of Psychiatry and Psychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Zuzana Kasanova
- Department of Neurosciences, Psychiatry Research Group, Center for Contextual Psychiatry, KU Leuven, Leuven, Belgium
| | - Evelyne van Aubel
- Department of Neurosciences, Psychiatry Research Group, Center for Contextual Psychiatry, KU Leuven, Leuven, Belgium
| | - Ruud van Winkel
- Universitair Psychiatrisch Centrum KU Leuven, Kortenberg, Belgium
| | - Machteld Marcelis
- Department of Psychiatry and Psychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Therese van Amelsvoort
- Department of Psychiatry and Psychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Mark van der Gaag
- Department of Clinical Psychology, VU Amsterdam, Amsterdam, The Netherlands
| | - Lieuwe de Haan
- Department of Psychiatry, University of Amstderdam, Amsterdam, The Netherlands
| | - Inez Myin-Germeys
- Department of Neurosciences, Psychiatry Research Group, Center for Contextual Psychiatry, KU Leuven, Leuven, Belgium
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Camacho E, Levin L, Torous J. Smartphone Apps to Support Coordinated Specialty Care for Prodromal and Early Course Schizophrenia Disorders: Systematic Review. J Med Internet Res 2019; 21:e16393. [PMID: 31714250 PMCID: PMC6880233 DOI: 10.2196/16393] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Revised: 10/23/2019] [Accepted: 10/26/2019] [Indexed: 12/19/2022] Open
Abstract
Background Demand for mental health services, especially for clinical high-risk and early psychosis, has increased, creating a need for new solutions to increase access to and quality of care. Smartphones and mobile technology are potential tools to support coordinated specialty care for early psychosis, given their potential to augment the six core roles of care: case management and team leadership, recovery-oriented psychotherapy, medication management, support for employment and education, coordination with primary care services, and family education and support. However, the services smartphones are actually offering specifically for coordinated specialty care and the level of evidence are unknown. Objective This study aimed to review the published literature on smartphone technology to enhance care for patients with prodromal and early course psychosis and schizophrenia and to analyze studies by type, aligned with coordinated specialty care domains. Methods A systematic literature search was conducted on August 16 and 17, 2019, using the PubMed, EMBASE, Web of Sciences, and PsycINFO electronic databases. The eligible studies were reviewed and screened based on inclusion and exclusion criteria. Results The search uncovered 388 unique results, of which 32 articles met the initial inclusion criteria; 21 eligible studies on 16 unique app platforms were identified. Feasibility studies showed a high user engagement and interest among patients, monitoring studies demonstrated a correlation between app assessments and clinical outcomes, and intervention studies indicated that these apps have the potential to advance care. Eighteen studies reported on app use for the case management roles of coordinated specialty care. No app studies focused on employment and education, coordination with primary care services, and family education and support. Conclusions Although the published literature on smartphone apps for prodromal and first-episode psychosis is small, it is growing exponentially and holds promise to augment both monitoring and interventions. Although the research results and protocols for app studies are not well aligned with all coordinated specialty care roles today, high rates of adoption and feasibility suggest the potential for future efforts. These results will be used to develop coordinated specialty care–specific app evaluation scales and toolkits.
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Affiliation(s)
- Erica Camacho
- Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States
| | - Leonard Levin
- Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States
| | - John Torous
- Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States
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Bell IH, Alvarez-Jimenez M. Digital Technology to Enhance Clinical Care of Early Psychosis. ACTA ACUST UNITED AC 2019. [DOI: 10.1007/s40501-019-00182-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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