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Nijman SA, Veling W, Timmerman ME, Pijnenborg GHM. Trajectories of Emotion Recognition Training in Virtual Reality and Predictors of Improvement for People with a Psychotic Disorder. Cyberpsychol Behav Soc Netw 2023; 26:288-299. [PMID: 37071641 PMCID: PMC10125400 DOI: 10.1089/cyber.2022.0228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 04/19/2023]
Abstract
Meta-analyses have found that social cognition training (SCT) has large effects on the emotion recognition ability of people with a psychotic disorder. Virtual reality (VR) could be a promising tool for delivering SCT. Presently, it is unknown how improvements in emotion recognition develop during (VR-)SCT, which factors impact improvement, and how improvements in VR relate to improvement outside VR. Data were extracted from task logs from a pilot study and randomized controlled trials on VR-SCT (n = 55). Using mixed-effects generalized linear models, we examined the: (a) effect of treatment session (1-5) on VR accuracy and VR response time for correct answers; (b) main effects and moderation of participant and treatment characteristics on VR accuracy; and (c) the association between baseline performance on the Ekman 60 Faces task and accuracy in VR, and the interaction of Ekman 60 Faces change scores (i.e., post-treatment - baseline) with treatment session. Accounting for the task difficulty level and the type of presented emotion, participants became more accurate at the VR task (b = 0.20, p < 0.001) and faster (b = -0.10, p < 0.001) at providing correct answers as treatment sessions progressed. Overall emotion recognition accuracy in VR decreased with age (b = -0.34, p = 0.009); however, no significant interactions between any of the moderator variables and treatment session were found. An association between baseline Ekman 60 Faces and VR accuracy was found (b = 0.04, p = 0.006), but no significant interaction between difference scores and treatment session. Emotion recognition accuracy improved during VR-SCT, but improvements in VR may not generalize to non-VR tasks and daily life.
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Affiliation(s)
- Saskia A Nijman
- Department of Long-Term Care, GGZ Drenthe, Assen, Netherlands
- University Medical Center Groningen, University of Groningen, Groningen, Netherlands
- Department of Clinical & Developmental Neuropsychology and Faculty of Behavioral and Social Sciences, University of Groningen, Groningen, Netherlands
| | - Wim Veling
- University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Marieke E Timmerman
- Department of Psychometrics and Statistics, Faculty of Behavioral and Social Sciences, University of Groningen, Groningen, Netherlands
| | - Gerdina H M Pijnenborg
- Department of Long-Term Care, GGZ Drenthe, Assen, Netherlands
- Department of Clinical & Developmental Neuropsychology and Faculty of Behavioral and Social Sciences, University of Groningen, Groningen, Netherlands
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Palumbo D, Caporusso E, Piegari G, Mencacci C, Torriero S, Giuliani L, Fabrazzo M, Pinto D, Galderisi S. Social Cognition Individualized Activities Lab for Social Cognition Training and Narrative Enhancement in Patients With Schizophrenia: A Randomized Controlled Study to Assess Efficacy and Generalization to Real-Life Functioning (Prot. n°: NCT05130853). Front Psychiatry 2022; 13:833550. [PMID: 35444577 PMCID: PMC9015661 DOI: 10.3389/fpsyt.2022.833550] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2021] [Accepted: 02/17/2022] [Indexed: 11/27/2022] Open
Abstract
Subjects affected by schizophrenia present significant deficits in various aspects of social cognition, such as emotion processing, social perception and theory of mind (ToM). These deficits have a greater impact than symptoms on occupational and social functioning. Therefore, social cognition represents an important therapeutic target in people with schizophrenia. Recent meta-analyses showed that social cognition training (SCT) is effective in improving social cognition in subjects with schizophrenia; however, real-life functioning is not always ameliorated. Integration of SCT with an intervention targeting metacognitive abilities might improve the integration of social cognitive skills to daily life functioning. Our research group has implemented a new individualized rehabilitation program: the Social Cognition Individualized Activities Lab, SoCIAL, which integrates SCT with a module for narrative enhancement, an intervention targeting metacognitive abilities. The present multi-center randomized controlled study will compare the efficacy of SoCIAL and treatment as usual (TAU) in subjects diagnosed with a schizophrenia-spectrum disorder. The primary outcome will be the improvement of social cognition and real-life functioning; while the secondary outcome will be the improvement of symptoms, functional capacity and neurocognition. The results of this study will add empirical evidence to the benefits and feasibility of SCT and narrative enhancement in people with schizophrenia-spectrum disorders.
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Affiliation(s)
- Davide Palumbo
- Department of Psychiatry, University of Campania "Luigi Vanvitelli," Naples, Italy
| | - Edoardo Caporusso
- Department of Psychiatry, University of Campania "Luigi Vanvitelli," Naples, Italy
| | - Giuseppe Piegari
- Department of Psychiatry, University of Campania "Luigi Vanvitelli," Naples, Italy
| | - Claudio Mencacci
- Department of Psychiatry and Addiction, ASST Fatebenefratelli-Sacco, Milan, Italy
| | - Sara Torriero
- Department of Psychiatry and Addiction, ASST Fatebenefratelli-Sacco, Milan, Italy
| | - Luigi Giuliani
- Department of Psychiatry, University of Campania "Luigi Vanvitelli," Naples, Italy
| | - Michele Fabrazzo
- Department of Psychiatry, University of Campania "Luigi Vanvitelli," Naples, Italy
| | - Dario Pinto
- Department of Psychiatry, University of Campania "Luigi Vanvitelli," Naples, Italy
| | - Silvana Galderisi
- Department of Psychiatry, University of Campania "Luigi Vanvitelli," Naples, Italy
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Abstract
Deficits in social cognition are common in people with psychotic disorders and negatively impact functioning. Social Cognition Training (SCT) has been found to improve social cognition and functioning, but it is unknown which interventions are most effective, how characteristics of treatments and participants moderate efficacy, and whether improvements are durable. This meta-analysis included 46 randomized studies. SCTs were categorized according to their focus (targeted/broad-based) and inclusion of cognitive remediation therapy (CRT). Network meta-analysis was conducted, using both direct (original) and indirect (inferred from the network of comparisons) evidence. All SCT types were compared to treatment as usual (TAU; the chosen reference group). Moderators of outcome were investigated with meta-regression and long-term efficacy with multivariate meta-analysis. Compared to TAU, emotion perception was improved by targeted SCT without CRT (d = 0.68) and broad-based SCT without CRT (d = 0.46). Individual treatments worked better for emotion perception. All treatments significantly improved social perception (active control, d = 0.98, targeted SCT with and without CRT, d = 1.38 and d = 1.36, broad-based SCT with and without CRT, d = 1.45 and d = 1.35). Only broad-based SCT (d = 0.42) improved ToM. Broad-based SCT (d = 0.82 without and d = 0.41 with CRT) improved functioning; group treatments worked significantly better. Male gender was negatively related to effects on social functioning and psychiatric symptoms. At follow-up, a moderate effect on social functioning (d = 0.66) was found. No effect was found on attribution, social cognition (miscellaneous), and psychiatric symptoms. While targeted SCT is the most effective for emotion perception and social perception, broad-based SCT produces the best overall outcomes. CRT did not enhance SCT effects.
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Affiliation(s)
- Saskia A Nijman
- Department of Psychotic Disorders, GGZ Drenthe, Assen, the Netherlands
- University Center of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
- Department of Clinical and Developmental Neuropsychology, Faculty of Behavioral and Social Sciences, University of Groningen, Groningen, the Netherlands
| | - Wim Veling
- University Center of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Elisabeth C D van der Stouwe
- University Center of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Gerdina H M Pijnenborg
- Department of Psychotic Disorders, GGZ Drenthe, Assen, the Netherlands
- Department of Clinical and Developmental Neuropsychology, Faculty of Behavioral and Social Sciences, University of Groningen, Groningen, the Netherlands
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Nijman SA, Veling W, Greaves-Lord K, Vos M, Zandee CER, Aan Het Rot M, Geraets CNW, Pijnenborg GHM. Dynamic Interactive Social Cognition Training in Virtual Reality (DiSCoVR) for People With a Psychotic Disorder: Single-Group Feasibility and Acceptability Study. JMIR Ment Health 2020; 7:e17808. [PMID: 32763880 PMCID: PMC7442939 DOI: 10.2196/17808] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Revised: 05/04/2020] [Accepted: 05/14/2020] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND People with a psychotic disorder commonly experience problems in social cognition and functioning. Social cognition training (SCT) improves social cognition, but may inadequately simulate real-life social interactions. Virtual reality (VR) provides a realistic, interactive, customizable, and controllable training environment, which could facilitate the application of skills in daily life. OBJECTIVE We developed a 16-session immersive VR SCT (Dynamic Interactive Social Cognition Training in Virtual Reality [DiSCoVR]) and conducted a single-group feasibility pilot study. METHODS A total of 22 people with a psychotic disorder and reported problems in social cognition participated. Feasibility and acceptability were assessed using a survey for participants and therapists, and by examining relevant parameters (eg, dropouts). We analyzed preliminary treatment effects on social cognition, neurocognition, and psychiatric symptoms. RESULTS A total of 17 participants completed the study. Participants enjoyed DiSCoVR (mean 7.25, SD 2.05; range 3-10), thought it was useful for daily social activities (mean 7.00, SD 2.05; range 3-10), and enjoyed the combination of VR and a therapist (mean 7.85, SD 2.11; range 3-10). The most frequently mentioned strength of DiSCoVR was the opportunity to practice with personalized social situations (14/20, 70%). A significant improvement of emotion perception was observed (Ekman 60 Faces; t16=-4.79, P<.001, d=-0.67), but no significant change was found in other measures of social cognition, neurocognition, psychiatric symptoms, or self-esteem. CONCLUSIONS DiSCoVR was feasible and acceptable to participants and therapists, and may improve emotion perception.
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Affiliation(s)
- Saskia Anne Nijman
- Department of Psychotic Disorders, GGZ Drenthe, Assen, Netherlands.,University Center of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, Netherlands.,Department of Clinical and Developmental Neuropsychology, Faculty of Behavioral and Social Sciences, University of Groningen, Groningen, Netherlands
| | - Wim Veling
- University Center of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Kirstin Greaves-Lord
- Department of Child & Adolescent Psychiatry/Psychology, Erasmus MC-Sophia, Rotterdam, Netherlands.,Autism Team Northern-Netherlands of Jonx, Department of (Youth) Mental Health and Autism, Lentis Psychiatric Institute, Groningen, Netherlands.,Department of Yulius Autism, Yulius, Dordrecht, Netherlands.,Department of Clinical Psychology and Experimental Psychopathology, Faculty of Behavioral and Social Sciences, University of Groningen, Groningen, Netherlands
| | - Maarten Vos
- University Center of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | | | - Marije Aan Het Rot
- Department of Clinical Psychology and Experimental Psychopathology, Faculty of Behavioral and Social Sciences, University of Groningen, Groningen, Netherlands
| | - Chris Neeltje Wil Geraets
- University Center of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Gerdina Hendrika Maria Pijnenborg
- Department of Psychotic Disorders, GGZ Drenthe, Assen, Netherlands.,Department of Clinical and Developmental Neuropsychology, Faculty of Behavioral and Social Sciences, University of Groningen, Groningen, Netherlands
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