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Casarez RL, Johnson CM, Soares JC, Meyer TD. Use of a virtual environment to promote self-management and lifestyle changes in persons with bipolar disorder. Arch Psychiatr Nurs 2024; 49:73-82. [PMID: 38734458 DOI: 10.1016/j.apnu.2024.02.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 08/08/2023] [Accepted: 02/09/2024] [Indexed: 05/13/2024]
Abstract
PURPOSE Self-management and lifestyle interventions are a key factor in treatment outcomes for persons with bipolar disorder (BD). A virtual environment (VE), due to it's ability to provide flexibility of involvement in its platform, may be an alternative to face-to-face treatment to provide support for self-management. The purpose of this study is to explore how a VE, developed for chronic illness self-management, may be modified to promote self-management and lifestyle changes in those with BD. METHOD This study used a qualitative description design with focus groups. Data were collected via minimally structured interviews and analyzed using thematic content analysis. A total of seven focus groups were conducted, and the sample consisted of 30 adults with BD. Age range was 21-77 years with 21 females, seven males, and two non-binary individuals. RESULTS Five themes emerged from the findings: Self-management and lifestyle interventions with regards to (1) mental health; (2) holistic health; (3) role of peers; (4) involvement of the family; (5) technological aspects of the VE. CONCLUSIONS Focus group participants suggested that the VE may be an efficacious way to enhance self-management and promote lifestyle interventions in those with BD. Research is needed to adapt such platforms to the need of the patients and examine its' effect on health outcomes.
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Affiliation(s)
- Rebecca L Casarez
- The University of Texas Health Science Center, Cizik School of Nursing, USA; Department of Graduate Studies, 6901 Bertner Ave., Houston, TX 77030, USA.
| | - Constance M Johnson
- The University of Texas Health Science Center, Cizik School of Nursing, USA; Department of Research, 6901 Bertner Ave., Houston, TX 77030, USA.
| | - Jair C Soares
- McGovern Medical School, The University of Texas Health Science Center at Houston, USA; Faillace Department of Psychiatry and Behavioral Sciences, 1941 East Road, Houston, TX 77054, USA.
| | - Thomas D Meyer
- McGovern Medical School, The University of Texas Health Science Center at Houston, USA; Faillace Department of Psychiatry and Behavioral Sciences, 1941 East Road, Houston, TX 77054, USA.
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Hummel E, Cogne M, Lange M, Lecuyer A, Joly F, Gouranton V. VR for Vocational and Ecological Rehabilitation of Patients With Cognitive Impairment: A Survey. IEEE Trans Neural Syst Rehabil Eng 2023; 31:4167-4178. [PMID: 37862281 DOI: 10.1109/tnsre.2023.3324131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2023]
Abstract
Cognitive impairment arises from various brain injuries or diseases, such as traumatic brain injury, stroke, schizophrenia, or cancer-related cognitive impairment. Cognitive impairment can be an obstacle for patients to the return-to-work. Research suggests various interventions using technology for cognitive and vocational rehabilitation. The present work offers an overview of sixteen vocational or ecological VR-based clinical studies among patients with cognitive impairment. The objective is to analyze these studies from a VR perspective focusing on the VR apparatus and tasks, adaptivity, transferability, and immersion of the interventions. Our results highlight how a higher level of immersion could bring the participants to a deeper level of engagement and transferability, rarely assessed in current literature, and a lack of adaptivity in studies involving patients with cognitive impairments. From these considerations, we discuss the challenges of creating a standardized yet adaptive protocol and the perspectives of using immersive technologies to allow precise monitoring, personalized rehabilitation and increased commitment.
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Wang C, Kong J, Qi H. Areas of Research Focus and Trends in the Research on the Application of VR in Rehabilitation Medicine. Healthcare (Basel) 2023; 11:2056. [PMID: 37510497 PMCID: PMC10379147 DOI: 10.3390/healthcare11142056] [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: 06/14/2023] [Revised: 07/10/2023] [Accepted: 07/11/2023] [Indexed: 07/30/2023] Open
Abstract
OBJECTIVE To establish the areas of research focus in the application of VR in rehabilitation medicine, analyze its themes and trends, and offer a reference for future related research in this field. METHODS This paper provides an in-depth analysis of the development process, areas of research focus, and research trends in the field of the application of VR in rehabilitation medicine, using the Web of Science core dataset as the source and using a bibliometric analysis with CiteSpace. RESULTS The application of VR in rehabilitation medicine was composed of three stages, and the research topics were reviewed from five perspectives: neurological rehabilitation, psychological treatment, pain distraction, cardiopulmonary rehabilitation, and visual-spatial disorder. LIMITATIONS The research data were sourced from the Web of Science core dataset only, and the data-sample size was not comprehensive. CONCLUSIONS Overcoming VR-technology-induced vertigo, mental disorders from the overuse of VR, individualized treatments, and integration with traditional therapy are all challenges in the application of VR in rehabilitation medicine that require research. In addition, developing VR products with better experiences, constructing standardized guidelines, and conducting more high-quality clinical studies are all future research topics related to the application of VR in rehabilitation medicine.
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Affiliation(s)
- Chen Wang
- Department of Health Informatics and Management, The School of Health Humanities, Peking University, Beijing 100191, China
| | - Jingqi Kong
- Department of Language and Culture in Medicine, The School of Health Humanities, Peking University, Beijing 100191, China
| | - Huiying Qi
- Department of Health Informatics and Management, The School of Health Humanities, Peking University, Beijing 100191, China
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Lan L, Sikov J, Lejeune J, Ji C, Brown H, Bullock K, Spencer AE. A Systematic Review of using Virtual and Augmented Reality for the Diagnosis and Treatment of Psychotic Disorders. CURRENT TREATMENT OPTIONS IN PSYCHIATRY 2023; 10:1-21. [PMID: 37360960 PMCID: PMC10264872 DOI: 10.1007/s40501-023-00287-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 04/24/2023] [Indexed: 06/28/2023]
Abstract
Objective Immersive virtual reality (VR) and augmented reality (AR) have the potential to improve the treatment and diagnosis of individuals experiencing psychosis. Although commonly used in creative industries, emerging evidence reveals that VR is a valuable tool to potentially improve clinical outcomes, including medication adherence, motivation, and rehabilitation. However, the efficacy and future directions of this novel intervention require further study. The aim of this review is to search for evidence of efficacy in enhancing existing psychosis treatment and diagnosis with AR/VR. Methods 2069 studies involving AR/VR as a diagnostic and treatment option were reviewed via PRISMA guidelines in five databases: PubMed, PsychInfo, Embase, and CINAHL. Results Of the initial 2069 articles, 23 original articles were eligible for inclusion. One study applied VR to the diagnosis of schizophrenia. Most studies demonstrated that the addition of VR therapies and rehabilitation methods to treatment-as-usual (medication, psychotherapy, social skills training) was more effective than traditional methods alone in treating psychosis disorders. Studies also support the feasibility, safety, and acceptability of VR to patients. No articles using AR as a diagnostic or treatment option were found. Conclusions VR is efficacious in diagnosing and treating individuals experiencing psychosis and is a valuable augmentation of evidence-based treatments. Supplementary Information The online version contains supplementary material available at 10.1007/s40501-023-00287-5.
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Affiliation(s)
- Lucy Lan
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, 401 Quarry Rd, Stanford, CA 94304 USA
| | - Jennifer Sikov
- Department of Psychology, Florida International University, Miami, Fl USA
| | - Julia Lejeune
- Department of Psychology, University of Illinois Chicago, Chicago, IL USA
| | - Chelsea Ji
- Chronic Traumatic Encephalopathy Center, Boston University, Boston, MA USA
| | - Hannah Brown
- Department of Psychiatry, Boston Medical Center, Boston, MA USA
| | - Kim Bullock
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, 401 Quarry Rd, Stanford, CA 94304 USA
| | - Andrea E. Spencer
- Department of Psychiatry and Behavioral Health, Northwestern University Feinberg School of Medicine, Chicago, IL USA
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Liu H, Cheng Z, Wang S, Jia Y. Effects of virtual reality-based intervention on depression in stroke patients: a meta-analysis. Sci Rep 2023; 13:4381. [PMID: 36928345 PMCID: PMC10020160 DOI: 10.1038/s41598-023-31477-z] [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: 10/16/2021] [Accepted: 03/13/2023] [Indexed: 03/18/2023] Open
Abstract
As one of the most common neuropsychiatric complications after stroke, post-stroke depression can significantly affect the initiative of rehabilitation exercise and the rehabilitation of neurological function of patients. Virtual reality (VR) has been widely used in health-related fields in recent years. There is some evidence that VR-based interventions have benefits for depression. The aim of this study was to assess the effectiveness of VR-based intervention on depression in stroke patients. A total of 752 patients with stroke from 11 randomized controlled trials (RCTs) studies were included in this meta-analysis and the studies derived from seven electronic databases searched from database inception to August 2021. Different tools were used to measure depression. For continuous results, the standardized mean differences (SMDs) and 95% confidence intervals (CIs) were calculated to synthesize the effects. We assessed the risk of bias by using the Cochrane Collaboration criteria. The results showed that compared to the control group, VR-based interventions significantly decreased the depression scale score (SMD = - 0.75, 95% CI - 1.35, - 0.15). The meta-analysis indicated that VR-based intervention had a moderate effect on depression in stroke patients compared to control group. There was no evidence of potential publication bias as assessed by visual inspection of funnel plots in Egger and Begg tests. Substantial heterogeneity between studies was observed, meta-regression analysis showed that mean age might be the source of heterogeneity.
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Affiliation(s)
- Hebing Liu
- The Second Hospital, Jilin University, No. 218 Ziqiang Street, Changchun, 130021, Jilin, China
| | - Zhaohua Cheng
- The Second Hospital, Jilin University, No. 218 Ziqiang Street, Changchun, 130021, Jilin, China
| | - Shuo Wang
- School of Nursing, Xuzhou Medical University, Tongshan Road, Xuzhou, 221004, Jiangsu, China
| | - Yong Jia
- School of Nursing, Jilin University, No.965 Xinjiang Street, Changchun, 130021, Jilin, China.
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Wiebe A, Kannen K, Selaskowski B, Mehren A, Thöne AK, Pramme L, Blumenthal N, Li M, Asché L, Jonas S, Bey K, Schulze M, Steffens M, Pensel MC, Guth M, Rohlfsen F, Ekhlas M, Lügering H, Fileccia H, Pakos J, Lux S, Philipsen A, Braun N. Virtual reality in the diagnostic and therapy for mental disorders: A systematic review. Clin Psychol Rev 2022; 98:102213. [PMID: 36356351 DOI: 10.1016/j.cpr.2022.102213] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 08/21/2022] [Accepted: 10/11/2022] [Indexed: 01/27/2023]
Abstract
BACKGROUND Virtual reality (VR) technologies are playing an increasingly important role in the diagnostics and treatment of mental disorders. OBJECTIVE To systematically review the current evidence regarding the use of VR in the diagnostics and treatment of mental disorders. DATA SOURCE Systematic literature searches via PubMed (last literature update: 9th of May 2022) were conducted for the following areas of psychopathology: Specific phobias, panic disorder and agoraphobia, social anxiety disorder, generalized anxiety disorder, posttraumatic stress disorder (PTSD), obsessive-compulsive disorder, eating disorders, dementia disorders, attention-deficit/hyperactivity disorder, depression, autism spectrum disorder, schizophrenia spectrum disorders, and addiction disorders. ELIGIBILITY CRITERIA To be eligible, studies had to be published in English, to be peer-reviewed, to report original research data, to be VR-related, and to deal with one of the above-mentioned areas of psychopathology. STUDY EVALUATION For each study included, various study characteristics (including interventions and conditions, comparators, major outcomes and study designs) were retrieved and a risk of bias score was calculated based on predefined study quality criteria. RESULTS Across all areas of psychopathology, k = 9315 studies were inspected, of which k = 721 studies met the eligibility criteria. From these studies, 43.97% were considered assessment-related, 55.48% therapy-related, and 0.55% were mixed. The highest research activity was found for VR exposure therapy in anxiety disorders, PTSD and addiction disorders, where the most convincing evidence was found, as well as for cognitive trainings in dementia and social skill trainings in autism spectrum disorder. CONCLUSION While VR exposure therapy will likely find its way successively into regular patient care, there are also many other promising approaches, but most are not yet mature enough for clinical application. REVIEW REGISTRATION PROSPERO register CRD42020188436. FUNDING The review was funded by budgets from the University of Bonn. No third party funding was involved.
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Affiliation(s)
- Annika Wiebe
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Kyra Kannen
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Benjamin Selaskowski
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Aylin Mehren
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Ann-Kathrin Thöne
- School of Child and Adolescent Cognitive Behavior Therapy (AKiP), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Lisa Pramme
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Nike Blumenthal
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Mengtong Li
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Laura Asché
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Stephan Jonas
- Institute for Digital Medicine, University Hospital Bonn, Bonn, Germany
| | - Katharina Bey
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Marcel Schulze
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Maria Steffens
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Max Christian Pensel
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Matthias Guth
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Felicia Rohlfsen
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Mogda Ekhlas
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Helena Lügering
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Helena Fileccia
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Julian Pakos
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Silke Lux
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Alexandra Philipsen
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Niclas Braun
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany.
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Effect of Virtual Reality on Cognitive Impairment and Clinical Symptoms among Patients with Schizophrenia in the Remission Stage: A Randomized Controlled Trial. Brain Sci 2022; 12:brainsci12111572. [PMID: 36421896 PMCID: PMC9688710 DOI: 10.3390/brainsci12111572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2022] [Revised: 11/08/2022] [Accepted: 11/12/2022] [Indexed: 11/22/2022] Open
Abstract
Aims: This intervention study evaluates the effect of a virtual reality cognition training system (VRCTS) on improving cognitive function and clinical symptoms in Han Chinese patients with schizophrenia in the remission stage. Methods: Sixty-eight patients with schizophrenia in the remission stage were recruited for this study and were randomly allocated to either the virtual reality training (VRT) group or the treatment-as-usual (TAU) group. For the VRT group, patients received training with the VRCTS for two weeks and antipsychotic treatment as usual, while the TAU group only received antipsychotic treatment as usual. Cognitive function and clinical symptoms before and after the two-week treatment were assessed by the MATRICS consensus cognitive battery (MCCB), positive and negative syndrome scale (PANSS), and personal and social performance scale (PSP). Results: The results showed that (1) VRCTS could improve MCCB composite scores and scores on 2 out of 7 cognitive domains: visual learning as well as reasoning and problem solving. It was also observed that (2) VRCTS could alleviate general psychopathology symptoms of PANSS, but did not exert effects on positive and negative symptoms among patients with schizophrenia in the remission stage. Conclusions: A therapeutic effect of VRCTS was observed in patients with schizophrenia in the remission stage. This may improve cognitive function and general psychopathological symptoms. Trial registration: China Clinical Trial Registry, ChiVTR1800016121.
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Manghisi VM, Evangelista A, Semisa D, Latorre V, Uva AE. Evaluating the Acceptance of Cinematic Virtual Reality-Based Applications for Rehabilitative Interventions in Schizophrenia. Games Health J 2022; 11:385-392. [PMID: 36074091 DOI: 10.1089/g4h.2021.0223] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Objectives: This study aims to evaluate the acceptability of Cinematic VR technology as a novel therapeutic approach supporting Social Skills Training (SST) rehabilitation interventions among patients with schizophrenia. Materials and Methods: We developed an innovative cinematic VR-based platform as a support system for SST rehabilitation of independent living skills and evaluated its acceptance among psychiatric patients in terms of usability, user experience, and use performance. Ten voluntary participants were enrolled in the study. The study inclusion criteria consisted of age 18-65 years, lack of moderate and severe intellectual disability, no substance use disorder, and schizophrenia spectrum disorder pathology according to DSM V. We administered post treatment questionnaires and developed the platform to capture relevant data automatically. Results: Patients rated usability and user experience from good to excellent. We also observed an improvement in the use performance. Conclusions: Cinematic Virtual Reality based applications showed good acceptability among patients with schizophrenia. This result supports further efforts in evaluating its effectiveness as a novel therapeutic approach supporting SST rehabilitation interventions.
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Affiliation(s)
- Vito M Manghisi
- Department of Mechanics, Mathematics, and Management, Polytechnic University of Bari, Bari, Italy
| | - Alessandro Evangelista
- Department of Mechanics, Mathematics, and Management, Polytechnic University of Bari, Bari, Italy
| | - Domenico Semisa
- Department of Mental Health, Azienda Sanitaria Locale Bari, Bari, Italy
| | - Valeria Latorre
- Department of Mental Health, Azienda Sanitaria Locale Bari, Bari, Italy
| | - Antonio E Uva
- Department of Mechanics, Mathematics, and Management, Polytechnic University of Bari, Bari, Italy
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Sauvé G, Buck G, Lepage M, Corbière M. Minds@Work: A New Manualized Intervention to Improve Job Tenure in Psychosis Based on Scoping Review and Logic Model. JOURNAL OF OCCUPATIONAL REHABILITATION 2022; 32:515-528. [PMID: 34331191 DOI: 10.1007/s10926-021-09995-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 07/05/2021] [Indexed: 06/13/2023]
Abstract
Introduction A significant proportion of people experiencing psychosis are unemployed, despite a strong desire to work. Current supported employment programs appear effective in helping them obtain employment, yet job tenure remains an arduous challenge. The objective of this study was to review the literature and model the results to inform the development of a new manualized group psychosocial intervention-'Minds@Work'-aimed specifically at improving job tenure in psychosis. Methods The study was registered on the Open Science Framework platform ( https://osf.io/he68z ). The literature was searched in Medline, Embase, PsycInfo and Cochrane Library databases for studies examining predictors of job tenure in psychosis and existing occupational psychosocial interventions. Data were extracted using a pre-established form and synthesized using logic models. Results A total of 94 studies were included and their findings were modeled using different categories: intervention typologies, mechanisms of action, predictors of job tenure, outcomes and contextual factors. The 'Minds@Work' program was built based on these modeled findings and aimed to target specific predictors of job tenure while addressing some of the limitations of existing interventions. The program uses evidence-based techniques and is divided into 9 modules covering 4 themes: positive psychology (motivation, character strengths, self-compassion), neurocognitive remediation (attention, memory, problem-solving), cognitive biases training (jumping to conclusions, defeatists beliefs, theory of mind, attributional styles) and socioemotional coping skills (emotion regulation, communication). Conclusions Once validated, this new program is meant to be used either as a stand-alone intervention or integrated in supported employment initiatives, by employment specialists or healthcare workers.
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Affiliation(s)
- Geneviève Sauvé
- Department of Psychology, Université du Québec À Montréal, 100 Sherbrooke West, Montreal, QC, H2X 3P2, Canada
| | - Gabriella Buck
- Douglas Mental Health University Institute, 6875 LaSalle Blvd, Montreal, QC, H4H 1R3, Canada
| | - Martin Lepage
- Douglas Mental Health University Institute, 6875 LaSalle Blvd, Montreal, QC, H4H 1R3, Canada
- Department of Psychiatry, McGill University, 1033 Pine Avenue West, Montreal, QC, H3A 1A1, Canada
| | - Marc Corbière
- Centre de Recherche de L'Institut Universitaire en Santé Mentale de Montréal, 7331 Hochelaga, Montreal, QC, H1N 3V2, Canada.
- Department of Education - Career Counselling, Université du Québec À Montréal, Pavilion N, 1205 Saint-Denis, Montreal, QC, H2X 3R9, Canada.
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10
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Therapeutic Use of VR Serious Games in the Treatment of Negative Schizophrenia Symptoms: A Systematic Review. Healthcare (Basel) 2022; 10:healthcare10081497. [PMID: 36011154 PMCID: PMC9408427 DOI: 10.3390/healthcare10081497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 07/29/2022] [Accepted: 08/05/2022] [Indexed: 11/17/2022] Open
Abstract
Schizophrenia is a chronic brain disorder that affects 1 in every 300 people worldwide. This study intended to perform a systematic review to describe the state-of-the-art of interventions involving patients with negative symptoms of schizophrenia that use Virtual Reality (VR) games as a complement to therapy, and to analyze the key features of such games. Literature research was conducted in three databases, namely, the Institute of Electrical and Electronics Engineers (IEEE), Scopus, and PubMed, to identify relevant publications dated from 2010 to 2021. Of the initial 74 publications found, only 11 satisfied the eligibility requirements and were included in this study. The results were then organized and displayed in a flow diagram. Overall, the results from the studies suggest that the use of VR in therapies enables an increase in social skills and a decrease in anxiety symptoms. The use of such technology in therapy has proven to be effective, although it still lacks features to provide better long-term results.
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11
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Schroeder AH, Bogie BJM, Rahman TT, Thérond A, Matheson H, Guimond S. Feasibility and Efficacy of Virtual Reality Interventions to Improve Psychosocial Functioning in Psychosis: Systematic Review. JMIR Ment Health 2022; 9:e28502. [PMID: 35179501 PMCID: PMC8900915 DOI: 10.2196/28502] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 08/31/2021] [Accepted: 09/20/2021] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND Functional recovery in psychosis remains a challenge despite current evidence-based treatment approaches. To address this problem, innovative interventions using virtual reality (VR) have recently been developed. VR technologies have enabled the development of realistic environments in which individuals with psychosis can receive psychosocial treatment interventions in more ecological settings than traditional clinics. These interventions may therefore increase the transfer of learned psychosocial skills to real-world environments, thereby promoting long-term functional recovery. However, the overall feasibility and efficacy of such interventions within the psychosis population remain unclear. OBJECTIVE This systematic review aims to investigate whether VR-based psychosocial interventions are feasible and enjoyable for individuals with psychosis, synthesize current evidence on the efficacy of VR-based psychosocial interventions for psychosis, and identify the limitations in the current literature to guide future research. METHODS This research followed the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. Literature searches were conducted in PubMed and PsycINFO in May 2021. We searched for peer-reviewed English articles that used a psychosocial intervention with a VR component. Participants in the included studies were diagnosed with schizophrenia, schizoaffective disorder, or another psychotic disorder. The included studies were divided into four categories as follows: cognitive remediation interventions, social skills interventions, vocational skills interventions, and auditory verbal hallucinations and paranoia interventions. The risk of bias assessment was performed for each study. RESULTS A total of 18 studies were included in this systematic review. Of these 18 studies, 4 (22%) studies used a cognitive remediation intervention, 4 (22%) studies used a social skills intervention, 3 (17%) studies used a vocational skills intervention, and 7 (39%) studies implemented an intervention aimed at improving auditory verbal hallucinations or paranoia. A total of 745 individuals with psychosis were included in the study. All the studies that evaluated feasibility showed that VR-based psychosocial interventions were feasible and enjoyable for individuals with psychosis. The preliminary evidence on efficacy included in this review suggests that VR-based psychosocial interventions can improve cognitive, social, and vocational skills in individuals with psychosis. VR-based interventions may also improve the symptoms of auditory verbal hallucinations and paranoia. The skills that participants learned through these interventions were durable, transferred into real-world environments, and led to improved functional outcomes, such as autonomy, managing housework, and work performance. CONCLUSIONS VR-based interventions may represent a novel and efficacious approach for improving psychosocial functioning in psychosis. Therefore, VR-based psychosocial interventions represent a promising adjunctive therapy for the treatment of psychosis, which may be used to improve psychosocial skills, community functioning, and quality of life.
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Affiliation(s)
- Alexandra H Schroeder
- The Royal's Institute of Mental Health Research, University of Ottawa, Ottawa, ON, Canada.,Department of Neuroscience, Carleton University, Ottawa, ON, Canada
| | - Bryce J M Bogie
- The Royal's Institute of Mental Health Research, University of Ottawa, Ottawa, ON, Canada.,Department of Cellular and Molecular Medicine, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Tabassum T Rahman
- The Royal's Institute of Mental Health Research, University of Ottawa, Ottawa, ON, Canada
| | - Alexandra Thérond
- The Royal's Institute of Mental Health Research, University of Ottawa, Ottawa, ON, Canada.,Department of Psychology, Université du Québec à Montréal, Montréal, QC, Canada
| | - Hannah Matheson
- The Royal's Institute of Mental Health Research, University of Ottawa, Ottawa, ON, Canada.,Department of Psychology, Carleton University, Ottawa, ON, Canada
| | - Synthia Guimond
- The Royal's Institute of Mental Health Research, University of Ottawa, Ottawa, ON, Canada.,Department of Neuroscience, Carleton University, Ottawa, ON, Canada.,Department of Cellular and Molecular Medicine, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada.,Department of Psychology, Carleton University, Ottawa, ON, Canada.,Department of Psychoeducation and Psychology, University of Quebec in Outaouais, Gatineau, QC, Canada.,Department of Psychiatry, University of Ottawa, Ottawa, ON, Canada
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12
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Tan BL, Shi J, Yang S, Loh H, Ng D, Choo C, Medalia A. The use of virtual reality and augmented reality in psychosocial rehabilitation for adults with neurodevelopmental disorders: A systematic review. Front Psychiatry 2022; 13:1055204. [PMID: 36590624 PMCID: PMC9794993 DOI: 10.3389/fpsyt.2022.1055204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 11/25/2022] [Indexed: 12/23/2022] Open
Abstract
OBJECTIVES Virtual reality and augmented reality have been used in psychosocial rehabilitation for adults with neurodevelopmental disorders in recent years, to provide functional training in a scaffolded and appealing manner. This systematic review attempted to evaluate (1) how virtual reality or augmented reality technology was deployed, when used as an intervention for adults with neurodevelopmental disorders; and (2) how virtual or augmented reality-assisted psychosocial rehabilitation programs impacted on the functional domains of community living, employment and social participation. METHODS The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines was adopted and a search of publications between June 2012 and June 2022 was carried out. The target groups were adults with schizophrenia/schizoaffective disorders, autism spectrum disorder, intellectual disabilities and attention deficit hyperactivity disorder. Interventions that targeted at least one functional domain were included. RESULTS The database search generated 1,267 records and 38 studies met the inclusion criteria. Three studies utilized augmented reality while the rest utilized virtual reality. The virtual scenarios were displayed in various ways, such as head-mounted displays, computer screens, mobile devices and cave rooms. A few studies also used features such as speech recognition, eye tracking and motion-capture device to provide real-time feedback to participants during rehabilitation. Eleven studies reported interventions that addressed community living, 15 studies addressed vocational skills and nine studies trained participants in social skills or social cognition. Three studies sought to improve quality of life using virtual scenarios to expose participants to various situations. Majority of these studies reported preliminary promising results, with improvement in the functional domains addressed. However, several studies had small sample sizes and many single-arm pretest-posttest studies were assessed to be of serious or critical risk of bias. CONCLUSION Virtual reality and augmented reality are deployed in various ways to augment psychosocial rehabilitation for adults with neurodevelopmental disorders. Most interventions target skills training or strategy learning in the areas of community living, work and social participation. Preliminary positive findings of their effects on functional performance were reported. Larger and robust studies using ecologically valid outcome measures will be needed to establish their effects on real-world functional outcomes. SYSTEMATIC REVIEW REGISTRATION identifier: CRD42022335443.
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Affiliation(s)
- Bhing-Leet Tan
- Health and Social Sciences Cluster, Singapore Institute of Technology, Singapore, Singapore.,Occupational Therapy Department, Institute of Mental Health, Singapore, Singapore
| | - Jing Shi
- Health and Social Sciences Cluster, Singapore Institute of Technology, Singapore, Singapore
| | - Suyi Yang
- Occupational Therapy Department, Institute of Mental Health, Singapore, Singapore
| | - Hannah Loh
- Occupational Therapy Department, Institute of Mental Health, Singapore, Singapore
| | - Desiree Ng
- Occupational Therapy Department, Institute of Mental Health, Singapore, Singapore
| | - Cherie Choo
- Occupational Therapy Department, Institute of Mental Health, Singapore, Singapore
| | - Alice Medalia
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, United States
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Riches S, Pisani S, Bird L, Rus-Calafell M, Garety P, Valmaggia L. Virtual reality-based assessment and treatment of social functioning impairments in psychosis: a systematic review. Int Rev Psychiatry 2021; 33:337-362. [PMID: 34121587 DOI: 10.1080/09540261.2021.1918648] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
People with psychosis can experience social functioning impairments. Virtual reality (VR) has been used to assess and treat these difficulties. This systematic review (Prospero CRD42015026288) provides an evaluation of these VR applications. PsycINFO, MEDLINE, Embase, Web of Science, Cochrane Library, and Scopus were searched until May 2020. The Effective Public Health Practice Project (EPHPP) Quality Assessment Tool was used to assess studies. Database searching identified 3810 titles. Fifty-eight studies (published 2005-2020; N = 2,853), comprising twenty-six head-mounted display studies (20 assessment, 6 treatment) and thirty-two immersive 2D screen studies (23 assessment, 9 treatment), were included. There were forty-eight observational studies and ten randomised controlled trials, with 1570 participants (of which, 185 were at ultra-high risk of psychosis) in VR test groups. Nearly half the studies were published since 2016. Assessments targeted cognitive and behavioural indicators of social functioning, e.g. paranoia, eye gaze, or interpersonal distance. Treatments promoted cognitive-behavioural social skills or job interview training. Studies indicate feasibility, acceptability, and effectiveness of VR for social functioning impairments in psychosis. Limitations of studies include the narrow scope of social functioning, small sample sizes, and limited randomised controlled trials and standardised interventions. Findings suggest VR has potential to be integrated with existing psychological approaches.
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Affiliation(s)
- Simon Riches
- Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.,Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.,South London and Maudsley NHS Foundation Trust, Bethlem Royal Hospital, Beckenham, UK
| | - Sara Pisani
- South London and Maudsley NHS Foundation Trust, Bethlem Royal Hospital, Beckenham, UK.,Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.,Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Leanne Bird
- Division of Psychology and Mental Health, School of Health Sciences, University of Manchester, Manchester, UK
| | - Mar Rus-Calafell
- Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.,Mental Health Research and Treatment Center, Faculty of Psychology, Ruhr-Universität Bochum, Bochum, Germany
| | - Philippa Garety
- Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.,South London and Maudsley NHS Foundation Trust, Bethlem Royal Hospital, Beckenham, UK
| | - Lucia Valmaggia
- Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.,South London and Maudsley NHS Foundation Trust, Bethlem Royal Hospital, Beckenham, UK
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14
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Chivilgina O, Elger BS, Jotterand F. Digital Technologies for Schizophrenia Management: A Descriptive Review. SCIENCE AND ENGINEERING ETHICS 2021; 27:25. [PMID: 33835287 PMCID: PMC8035115 DOI: 10.1007/s11948-021-00302-z] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Accepted: 03/23/2021] [Indexed: 05/05/2023]
Abstract
While the implementation of digital technology in psychiatry appears promising, there is an urgent need to address the implications of the absence of ethical design in the early development of such technologies. Some authors have noted the gap between technology development and ethical analysis and have called for an upstream examination of the ethical issues raised by digital technologies. In this paper, we address this suggestion, particularly in relation to digital healthcare technologies for patients with schizophrenia spectrum disorders. The introduction of digital technologies in psychiatry offers a broad spectrum of diagnostic and treatment options tailored to the health needs and goals of patients' care. These technologies include wearable devices, smartphone applications for high-immersive virtual realities, smart homes, telepsychiatry and messaging systems for patients in rural areas. The availability of these technologies could increase access to mental health services and improve the diagnostics of mental disorders. In this descriptive review, we systematize ethical concerns about digital technologies for mental health with a particular focus on individuals suffering from schizophrenia. There are many unsolved dilemmas and conflicts of interest in the implementation of these technologies, such as (1) the lack of evidence on efficacy and impact on self-perception; (2) the lack of clear standards for the safety of their daily implementation; (3) unclear roles of technology and a shift in the responsibilities of all parties; (4) no guarantee of data confidentiality; and (5) the lack of a user-centered design that meets the particular needs of patients with schizophrenia. mHealth can improve care in psychiatry and make mental healthcare services more efficient and personalized while destigmatizing mental health disorders. To ensure that these technologies will benefit people with mental health disorders, we need to heighten sensitivity to ethical issues among mental healthcare specialists, health policy makers, software developers, patients themselves and their proxies. Additionally, we need to develop frameworks for furthering sustainable development in the digital technologies industry and for the responsible usage of such technologies for patients with schizophrenia in the clinical setting. We suggest that digital technology in psychiatry, particularly for schizophrenia and other serious mental health disorders, should be integrated into treatment with professional supervision rather than as a self-treatment tool.
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Affiliation(s)
- Olga Chivilgina
- Institute of Biomedical Ethics, University of Basel, Basel, Switzerland.
| | - Bernice S Elger
- Institute of Biomedical Ethics, University of Basel, Basel, Switzerland
- Unit of Health Law & Humanitarian Medicine At the Institute for Legal Medicine, University of Geneva, Geneva, Switzerland
| | - Fabrice Jotterand
- Institute of Biomedical Ethics, University of Basel, Basel, Switzerland
- Center for Bioethics and Medical Humanities, Institute for Health and Equity, Medical College of Wisconsin, Milwaukee, USA
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15
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Üstel P, Smith MJ, Blajeski S, Johnson JM, Butler VG, Nicolia-Adkins J, Ortquist MJ, Razzano LA, Lapidos A. Acceptability and Feasibility of Peer Specialist-Delivered Virtual Reality Job Interview Training for Individuals with Serious Mental Illness: A Qualitative Study. JOURNAL OF TECHNOLOGY IN HUMAN SERVICES 2021; 39:219-231. [PMID: 37139353 PMCID: PMC10153604 DOI: 10.1080/15228835.2021.1915924] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
This study explored peer specialists' perspectives on delivering vocational interventions, especially Virtual Reality Job Interview Training (VR-JIT). Five focus groups of peer specialists (N = 34) explored their beliefs about vocational services, including VR-JIT. We trained eight peer specialists to be VR-JIT "instructors" and interviewed them about using VR-JIT in their mental health practice. Generally, participants discussed tailoring their vocational services to include sharing their story of recovery. Specifically, participants perceived VR-JIT as acceptable and feasibly implemented within their practice. Overall, participants viewed VR-JIT as a higher level of service and they would be uniquely qualified to support consumers using the tool.
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Affiliation(s)
- Pınar Üstel
- School of Social Work, University of Michigan, Ann Arbor, Michigan
| | - Matthew J. Smith
- School of Social Work, University of Michigan, Ann Arbor, Michigan
| | - Shannon Blajeski
- School of Social Work, University of Michigan, Ann Arbor, Michigan
| | | | | | | | | | - Lisa A. Razzano
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois
- Thresholds, Inc, Chicago, Illinois
| | - Adrienne Lapidos
- Medical School, Department of Psychiatry, University of Michigan, Ann Arbor, Michigan
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16
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Hays R, Henson P, Wisniewski H, Hendel V, Vaidyam A, Torous J. Assessing Cognition Outside of the Clinic: Smartphones and Sensors for Cognitive Assessment Across Diverse Psychiatric Disorders. Psychiatr Clin North Am 2019; 42:611-625. [PMID: 31672211 PMCID: PMC7299150 DOI: 10.1016/j.psc.2019.08.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Traditionally, the assessment of cognition and the administration of cognitive therapies has been performed in the clinic, but with modern technology, this clinic-centric view is changing. This article explores the landscape of digital devices used to measure cognition in settings outside the clinic. These devices range in mobility from user-friendly mobile devices to setting-specific devices able to provide powerful, robust cognitive therapy and living assistance in the comfort of a patient's home. Although these methods remain in early stages of developmental, initial studies suggest they may prove useful in treating patients with serious mental illnesses in a widespread clinical setting.
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Affiliation(s)
| | | | | | | | | | - John Torous
- Division of Digital Psychiatry, Department of Psychiatry, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Avenue, Boston, MA 02215, USA.
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17
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Fortuna KL, Venegas M, Umucu E, Mois G, Walker R, Brooks JM. The Future of Peer Support in Digital Psychiatry: Promise, Progress, and Opportunities. CURRENT TREATMENT OPTIONS IN PSYCHIATRY 2019; 6:221-231. [PMID: 33796435 PMCID: PMC8011292 DOI: 10.1007/s40501-019-00179-7] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
PURPOSE This selective review highlights promising findings and future opportunities relevant to digital peer support services. This review considered literature published in peer-reviewed scholarly journals within the past 36 months. RECENT FINDINGS Digital peer support spans multiple technology modalities: peer-delivered and smartphone-supported interventions, peer-supported asynchronous technology, artificial peer support, informal peer-to-peer support via social media, video games, and virtual worlds. Digital peer support is an emerging area of research that shows promise in improving mental health symptoms, medical and psychiatric self-management skill development, social functioning, hope, and empowerment. SUMMARY As the science of peer support in digital psychiatry advances, peer support specialists will likely have an increasingly important role in the mental health workforce-from providing evidence-based, fidelity-adherent interventions to expanding their reach to vulnerable populations and communities.
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Affiliation(s)
- Karen L. Fortuna
- The Geisel School of Medicine at Dartmouth, 2 Pillsbury Street, Suite 401, Concord, NH, 03301, USA
| | - Maria Venegas
- CDC Health Promotion Research Center at Dartmouth, Lebanon, NH, 03766, USA
| | - Emre Umucu
- Department of Rehabilitation Sciences, University of Texas at El Paso, 500 W University Ave, El Paso, TX, 79968, USA
| | - George Mois
- School of Social Work, University of Georgia, 279 Williams Street, Athens, GA, 30602, USA
| | - Robert Walker
- Massachusetts Department of Mental Health, 25 Staniford St, Boston, MA, 02114, USA
| | - Jessica M. Brooks
- Geriatric Research, Education, and Clinical Center, James J. Peters VA Medical Center, 130 West Kingsbridge Road, Bronx, NY, 10468, USA
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18
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Can Öz Y, Ünsal Barlas G, Yildiz M. Opinions and Expectations Related to Job Placement of Individuals with Schizophrenia: A Qualitative Study Including Both Patients and Employers. Community Ment Health J 2019; 55:865-872. [PMID: 30715635 DOI: 10.1007/s10597-019-00374-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2018] [Accepted: 01/28/2019] [Indexed: 10/27/2022]
Abstract
The present study was conducted to identify the problems related to the placement of individuals with schizophrenia into jobs, the conditions allowing them to keep working and to reveal obstacles to their employment. The depth-interview technique was used for obtaining information from both patients with schizophrenia (n = 25) and the human resource managers of selected companies (n = 8). All interviews were recorded, transcribed and assessed using a thematic analysis approach. After the evaluation of qualitative data, the main emerging themes included the problems and suggestions of the patients, the worries of the employers about persons with schizophrenia and things that they could do about employment. The results of this study can be used to identify solutions to the problem as they were obtained from the individuals who were personally experiencing employment difficulties and from the employers, who were in a position to help solve the problems.
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Affiliation(s)
- Yüksel Can Öz
- Department of Psychiatric Nursing, Faculty of Health Sciences, Kocaeli University, Umuttepe, 41380, Izmit, Kocaeli, Turkey.
| | - Gül Ünsal Barlas
- Department of Psychiatric Nursing, Faculty of Health Sciences, Marmara University, Istanbul, Turkey
| | - Mustafa Yildiz
- Department of Psychiatry, Faculty of Medicine, Kocaeli University, Izmit, Kocaeli, Turkey
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19
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Park MJ, Kim DJ, Lee U, Na EJ, Jeon HJ. A Literature Overview of Virtual Reality (VR) in Treatment of Psychiatric Disorders: Recent Advances and Limitations. Front Psychiatry 2019; 10:505. [PMID: 31379623 PMCID: PMC6659125 DOI: 10.3389/fpsyt.2019.00505] [Citation(s) in RCA: 116] [Impact Index Per Article: 23.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2019] [Accepted: 06/27/2019] [Indexed: 11/13/2022] Open
Abstract
In this paper, we conduct a literature survey on various virtual reality (VR) treatments in psychiatry. We collected 36 studies that used VR to provide clinical trials or therapies for patients with psychiatric disorders. In order to gain a better understanding of the management of pain and stress, we first investigate VR applications for patients to alleviate pain and stress during immersive activities in a virtual environment. VR exposure therapies are particularly effective for anxiety, provoking realistic reactions to feared stimuli. On top of that, exposure therapies with simulated images are beneficial for patients with psychiatric disorders such as phobia and posttraumatic stress disorder (PTSD). Moreover, VR environments have shown the possibility of changing depression, cognition, even social functions. We review empirical evidence from VR-based treatments on psychiatric illnesses such as dementia, mild cognitive impairment (MCI), schizophrenia and autism. Through cognitive training and social skill training, rehabilitation through VR therapies helps patients to improve their quality of life. Recent advances in VR technology also demonstrate potential abilities to address cognitive and functional impairments in dementia. In terms of the different types of VR systems, we discuss the feasibility of the technology within different stages of dementia as well as the methodological limitations. Although there is room for improvement, its widespread adoption in psychiatry is yet to occur due to technical drawbacks such as motion sickness and dry eyes, as well as user issues such as preoccupation and addiction. However, it is worth mentioning that VR systems relatively easily deliver virtual environments with well-controlled sensory stimuli. In the future, VR systems may become an innovative clinical tool for patients with specific psychiatric symptoms.
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Affiliation(s)
- Mi Jin Park
- Department of Psychiatry, Depression Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - Dong Jun Kim
- Department of Health Sciences & Technology, Department of Medical Device Management & Research, and Department of Clinical Research Design & Evaluation, Samsung Advanced Institute for Health Sciences & Technology (SAIHST), Sungkyunkwan University, Seoul, South Korea
| | - Unjoo Lee
- Department of Electronic Engineering, Hallym University, Kangwon, South Korea
| | - Eun Jin Na
- Department of Psychiatry, Depression Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - Hong Jin Jeon
- Department of Psychiatry, Depression Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea.,Department of Health Sciences & Technology, Department of Medical Device Management & Research, and Department of Clinical Research Design & Evaluation, Samsung Advanced Institute for Health Sciences & Technology (SAIHST), Sungkyunkwan University, Seoul, South Korea
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