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Lak M, Jafarpour A, Shahrbaf MA, Lak M, Dolatshahi B. The effect of physical exercise on cognitive function in schizophrenia patients: A GRADE assessed systematic review and meta-analysis of controlled clinical trials. Schizophr Res 2024; 271:81-90. [PMID: 39013348 DOI: 10.1016/j.schres.2024.07.020] [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: 05/24/2023] [Revised: 05/22/2024] [Accepted: 07/07/2024] [Indexed: 07/18/2024]
Abstract
BACKGROUND Physical exercise has demonstrated the potential to improve cognitive impairment in schizophrenia, although the results are limited. The objective of this meta-analysis is to synthesize the existing evidence on the impact of physical exercise on cognitive functions in schizophrenia. METHODS A systematic search of PubMed, Scopus, Web of Science, and Embase was conducted. The study included controlled clinical trials on patients with schizophrenia that received physical exercise as the intervention for improving cognition. A meta-analysis was conducted using a random-effects model, and the outcomes were reported using the standardized mean difference (SMD) and a 95 % confidence interval (95 % CI). RESULTS A total of 22 articles, including 1066 patients (565 in the intervention group and 501 in the control group), were included in the final analysis. Physical exercises significantly improved global cognition (SMD: 0.73, 95 % CI (0.46-1.00), P < 0.001), and aerobic exercise was found to have a more significant effect than resistance and mindfulness exercise (SMD: 0.76, 95 % CI (0.45-1.07), P < 0.001). The speed of processing [SMD: 0.88, 95 % CI (0.37-1.38), P = 0.001], attention [SMD: 0.61, 95 % CI (0.20-1.02), P = 0.004], and visual learning memory [SMD: 1.42, 95 % CI (0.14-2.71), P = 0.03] demonstrated significant improvement after physical exercise, while no significant effects were observed on working memory, verbal learning memory, reasoning and problem-solving, and social cognition. CONCLUSIONS Exercise can improve overall cognitive function in people with Schizophrenia. However, it is unclear whether this improvement is significant in specific cognitive domains.
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Affiliation(s)
- Mohammadmahdi Lak
- Department of Clinical Psychology, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran; Psychosis Research Center, University of Social welfare and Rehabilitation Sciences, Tehran, Iran
| | - Atefeh Jafarpour
- Department of Clinical Psychology, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran; Psychosis Research Center, University of Social welfare and Rehabilitation Sciences, Tehran, Iran
| | | | - Mohammadyasin Lak
- Department of Exercise Physiology, Sport Sciences Research Institute, Tehran, Iran
| | - Behrooz Dolatshahi
- Department of Clinical Psychology, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran
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Vila-Barrios L, Carballeira E, Varela-Sanz A, Iglesias-Soler E, Dopico-Calvo X. The Impact of Regular Physical Exercise on Psychopathology, Cognition, and Quality of Life in Patients Diagnosed with Schizophrenia: A Scoping Review. Behav Sci (Basel) 2023; 13:959. [PMID: 38131815 PMCID: PMC10740550 DOI: 10.3390/bs13120959] [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: 09/27/2023] [Revised: 11/01/2023] [Accepted: 11/17/2023] [Indexed: 12/23/2023] Open
Abstract
The presence of less healthy lifestyle habits among individuals diagnosed with schizophrenia which can contribute to the escalation of physical disorders and exacerbation of psychological symptoms is well documented. The present scoping review aims to synthesize and evaluate the available evidence regarding the impact of regular physical exercise on psychopathology, cognition, and quality of life (QoL) in patients diagnosed with schizophrenia. A literature search was performed across Web of Science, SCOPUS, PubMed, and SPORTDiscus for randomized control trials published up to April 2022. Two independent reviewers applied the selection criteria and a third reviewer resolved discrepancies. A total of twelve studies were included, of which nine used endurance training and three used concurrent training (one of these additionally used resistance training). The results reveal benefits of various modalities of supervised regular exercise in the psychopathology of schizophrenia. Furthermore, regular endurance training seems to improve cognitive function in patients with schizophrenia and promote their QoL; however, results are inconclusive with respect to this last variable. The assessment of methodological quality in the reviewed articles indicates a high overall risk of bias, particularly in relation to deviations from intended interventions and the selection of reported results. Furthermore, an assessment of exercise reporting revealed that only 5 out of 19 items were fulfilled in more than 50% of the articles. Future research is needed to evaluate the effects of different training modalities and the optimal dose-response relationship in patients diagnosed with schizophrenia.
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Affiliation(s)
| | - Eduardo Carballeira
- Performance and Health Group, Department of Physical Education and Sport, University of A Coruna, 15179 A Coruña, Spain; (L.V.-B.); (A.V.-S.); (E.I.-S.); (X.D.-C.)
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Tavares VDDO, Rossell SL, Schuch FB, Herring M, Menezes de Sousa G, Galvão-Coelho NL, Hallgren M. Effects of exercise on cognitive functioning in adults with serious mental illness: A meta analytic review. Psychiatry Res 2023; 321:115081. [PMID: 36780866 DOI: 10.1016/j.psychres.2023.115081] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 01/23/2023] [Accepted: 01/26/2023] [Indexed: 02/04/2023]
Abstract
Cognitive performance is usually impaired in those with serious mental illness (SMI). Exercise may improve cognitive functioning, but studies examining the effects of exercise in SMI indicate heterogenous findings. To estimate the effects of exercise on cognitive outcomes in people with SMI. Randomized controlled trials evaluating the acute or chronic effects of exercise on cognitive functioning in SMI were searched from inception to December 26th, 2022 on major electronic databases. Random effect meta-analyses were conducted to assess the effects of exercise on over the cognitive domains and Standardized Mean Differences (SMD) and 95% confidence intervals (CIs) were used as the effect size measure. Funnel plots and Egger's test of effect size and the Trim and Fill procedure applied if evidence of publication bias was noted. Methodological quality was assessed using RoB 2. A total of 15 chronic (1 acute), 936 participants (46.7% women). Exercise showed large effects on reasoning and problem solving; small effects on executive functioning. Per diagnosis, exercise showed moderate positive effects on executive functioning and large effects on processing speed in people with depression; large effects on reasoning and problem solving in people with schizophrenia. The present study indicates a large beneficial effect of chronic physical exercise on reasoning and problem solving and small effects on executive functioning in people with SMI.
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Affiliation(s)
- Vagner Deuel de O Tavares
- Laboratory of Hormone Measurement, Department of Physiology and Behavior, Federal University of Rio Grande do Norte, Natal, Brazil.
| | - Susan L Rossell
- School of Health Sciences, Center for Mental Health, Swinburne University of Technology, Melbourne, Australia
| | - Felipe B Schuch
- Department of Sports Methods and Techniques, Federal University of Santa Maria, Santa Maria, Brazil; Institute of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil; Faculty of Health Sciences, Universidad Autónoma de Chile, Providencia, Chile
| | - Matthew Herring
- Physical Activity for Health Research Cluster, Health Research Institute, University of Limerick, Limerick, Ireland
| | - Geovan Menezes de Sousa
- Laboratory of Hormone Measurement, Department of Physiology and Behavior, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Nicole Leite Galvão-Coelho
- Laboratory of Hormone Measurement, Department of Physiology and Behavior, Federal University of Rio Grande do Norte, Natal, Brazil; NICM Health Research Institute, Western Sydney University, Westmead, New South Wales
| | - Mats Hallgren
- Department of Global Public Health, Karolinska Institute, Stockholm, Sweden
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Xu Y, Cai Z, Fang C, Zheng J, Shan J, Yang Y. Impact of aerobic exercise on cognitive function in patients with schizophrenia during daily care: A meta-analysis. Psychiatry Res 2022; 312:114560. [PMID: 35500333 DOI: 10.1016/j.psychres.2022.114560] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Revised: 04/07/2022] [Accepted: 04/16/2022] [Indexed: 01/06/2023]
Abstract
To assess the effect of aerobic exercise (AZ) on global cognition and different cognition domains in patients with schizophrenia (SZ) in daily care. Selection of the literature was done through the Pubmed, Web of Science, Embase and Cochrane Library databases. Standardized mean difference (SMD) and 95% confidence intervals (CIs) were used to assess the effect of AZ on cognition of SZ patients. All assessment indicators were subjected to sensitivity analysis to test the stability of the result. Subgroup analysis was conducted on study type, follow-up time, supervisor and control method. Totally, 23 articles enrolling 1014 participants were included. The global cognition of SZ patients was improved after 6 months of follow-up. AE guided by an occupational therapist improved the global cognition of SZ patients. AE was associated with improved verbal learning and memory, reasoning and problem solving (SMD: 0.375, 95%CI: 0.009 to 0.741, P = 0.045). However, effects on speed of processing, attention/vigilance, work memory, visual learning and memory, social cognition were not significant. The effect of AE training on global cognition may be maintained over the long-term, and be domain specific. Patients with SZ can do AE guided by professional occupational therapist in their daily lives settings.
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Affiliation(s)
- Yuehui Xu
- Department of Nursing, Wenzhou Seventh People's Hospital, No.158 Xueshiqian Road, Panqiao Town, Ouhai District, Wenzhou 325000, PR China
| | - Ziyao Cai
- Department of Outpatient, Wenzhou Seventh People's Hospital, Wenzhou 325000, PR China
| | - Chunxia Fang
- Department of Prevention & Treatment, Wenzhou Seventh People's Hospital, Wenzhou 325000, PR China
| | - Jie Zheng
- Department of Nursing, Wenzhou Seventh People's Hospital, No.158 Xueshiqian Road, Panqiao Town, Ouhai District, Wenzhou 325000, PR China
| | - Jianmin Shan
- Ward 301, Wenzhou Seventh People's Hospital, Wenzhou 325000, PR China
| | - Yafang Yang
- Department of Nursing, Wenzhou Seventh People's Hospital, No.158 Xueshiqian Road, Panqiao Town, Ouhai District, Wenzhou 325000, PR China.
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Rocamora-Montenegro M, Compañ-Gabucio LM, Garcia de la Hera M. Occupational therapy interventions for adults with severe mental illness: a scoping review. BMJ Open 2021; 11:e047467. [PMID: 34716157 PMCID: PMC8559113 DOI: 10.1136/bmjopen-2020-047467] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
OBJECTIVE To identify the occupational therapy (OT) interventions in adults with severe mental illness (SMI) most investigated in intervention studies and to describe their characteristics. DESIGN Scoping review. DATA SOURCES On 17 January 2020, we searched the following electronic databases: MEDLINE, Scopus, Web of Science and EMBASE. We also performed a manual search of TESEO doctoral thesis database and of the journals indexed in the first quartile of OT according to the SCImago Journal Rank. We updated our search on 10 March 2021, performing a complementary search on ProQuest database and repeating the search in all sources. The terms included in the search strategy were: schizophrenia, schizotypal personality, delusional, schizoaffective, psychotic, bipolar, major depression, obsessive-compulsive, severe mental, OT and intervention. STUDY SELECTION The study screening was peer-reviewed. Inclusion criteria were: (1) OT intervention studies in SMI: experimental, randomised, non-randomised and pilot/exploratory studies; (2) adult population with SMI: schizophrenia, schizotypal personality disorder, delusional disorder, obsessive-compulsive disorder, schizoaffective disorder, psychotic disorder, bipolar disorder, major depressive disorder; (3) OT identified as a discipline involved in the intervention; (4) English or Spanish language and (5) studies with full text available. RESULTS Thirty-five studies met the inclusion criteria. OT interventions were classified in psychosocial, psychoeducational, cognitive and exercise interventions. The most used OT intervention was psychosocial intervention. CONCLUSION Psychosocial intervention was the most investigated OT intervention in SMI, followed by psychoeducational, cognitive and exercise interventions. These interventions are usually group interventions in patients with schizophrenia, performed by a multidisciplinary team (in which an occupational therapist collaborates), with 2-3 weekly 60 min sessions and a duration of 3-6 months.
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Affiliation(s)
- María Rocamora-Montenegro
- Department of Public Health History of Science and Gynaecology, Universidad Miguel Hernandez de Elche, Sant Joan d'Alacant, Alicante, Spain
| | - Laura-María Compañ-Gabucio
- Department of Public Health History of Science and Gynaecology, Universidad Miguel Hernandez de Elche, Sant Joan d'Alacant, Alicante, Spain
- ISABIAL, Instituto de Investigación Sanitaria y Biomédica de Alicante, Alicante, Comunidad Valenciana, Spain
| | - Manuela Garcia de la Hera
- Department of Public Health History of Science and Gynaecology, Universidad Miguel Hernandez de Elche, Sant Joan d'Alacant, Alicante, Spain
- ISABIAL, Instituto de Investigación Sanitaria y Biomédica de Alicante, Alicante, Comunidad Valenciana, Spain
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, Spain
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Huang YC, Hung CF, Hsu ST, Lin PY, Lee Y, Chong MY, Chen CC, Kuo YH, Wang LJ. Effects of aerobic walking on cognitive function in patients with schizophrenia: A randomized controlled trial. J Psychiatr Res 2021; 134:173-180. [PMID: 33388700 DOI: 10.1016/j.jpsychires.2020.12.062] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Revised: 12/17/2020] [Accepted: 12/21/2020] [Indexed: 11/28/2022]
Abstract
Cognitive deficits, which are core manifestations in schizophrenia and exhibit a limited response to antipsychotic treatment, contribute to poor treatment outcomes and functional disability. Evidence on the effect of aerobic walking (AW) and exercise intensity on cognitive function in patients with schizophrenia is lacking. In total, 79 patients with schizophrenia were recruited for a 12-week randomized control trial and allocated to the treatment-as-usual (TAU, n = 38) and treatment-as-usual plus AW (TAW, n = 39) groups. The TAW participants joined a supervised 12-week AW program consisting of 30-min sessions five times per week while wearing a Fitbit Charge 2 device. Cognitive function was evaluated using the Brief Assessment of Cognition in Schizophrenia. After randomization, 67 (34 TAU and 33 TAW) participants joined the 12-week trial and were included in the intention-to-treat analysis. Multivariate general linear model repeated measures analysis revealed no significant time × group interaction effect on cognitive function changes between the TAU and TAW groups and a marginally significant group effect on verbal fluency (p = 0.09). The interaction effect of time and treatment group on verbal fluency (p = 0.05) was marginally significant between the high and low AW intensity groups, whereas a significant group effect on attention and processing speed (p = 0.04) was observed. Supervised 12-week AW of moderate intensity may have potential cognitive benefits for patients with schizophrenia.
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Affiliation(s)
- Yu-Chi Huang
- Department of Psychiatry, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan.
| | - Chi-Fa Hung
- Department of Psychiatry, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Su-Ting Hsu
- Kaohsiung Municipal Kai-Syuan Psychiatric Hospital, Kaohsiung, Taiwan
| | - Pao-Yen Lin
- Department of Psychiatry, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan; Institute for Translational Research in Biomedical Sciences, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan
| | - Yu Lee
- Department of Psychiatry, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Mian-Yoon Chong
- Department of Psychiatry, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Chien-Chih Chen
- Department of Psychiatry, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Yu-Hsin Kuo
- Department of Psychiatry, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Liang-Jen Wang
- Department of Child and Adolescent Psychiatry, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan.
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Biondo J, Gerber N, Bradt J, Du W, Goodill S. Single-Session Dance/Movement Therapy for Thought and Behavioral Dysfunction Associated With Schizophrenia: A Mixed Methods Feasibility Study. J Nerv Ment Dis 2021; 209:114-122. [PMID: 33141785 DOI: 10.1097/nmd.0000000000001263] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
ABSTRACT This purposes of this mixed methods feasibility study were to determine whether people with schizophrenia in an inpatient psychiatric facility were able to complete the research protocol, and to obtain preliminary treatment effects of a single-session dance/movement therapy (DMT) intervention versus verbal treatment as usual (TAU). Thirty-two participants were randomized to a 45-minute DMT or verbal TAU session. Data were collected quantitatively using the Brief Psychiatric Rating Scale (BPRS) and qualitatively through open-ended interviews. Results indicated that participants in the DMT group had statistically significant symptom reduction compared with those in the TAU group in overall BPRS scores (effect size [ES] = 0.67), psychological discomfort (ES = 0.64), negative symptoms (ES = 0.67), and positive symptoms (ES = 0.55). No statistical significance was shown for resistance. Qualitative findings substantiate the quantitative findings, however, show divergence regarding resistance. Participants in the DMT group expressed feeling in control, less angry, and motivated for treatment.
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Affiliation(s)
- Jacelyn Biondo
- Department of Creative Arts Therapies, Drexel University, Philadelphia, Pennsylvania
| | - Nancy Gerber
- Art Therapy Program, Department of Education, Florida State University, Tallahassee, Florida
| | - Joke Bradt
- Department of Creative Arts Therapies, Drexel University, Philadelphia, Pennsylvania
| | - Wei Du
- Department of Psychiatry, Drexel University, Philadelphia, Pennsylvania
| | - Sherry Goodill
- Department of Creative Arts Therapies, Drexel University, Philadelphia, Pennsylvania
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Single-Session Dance/Movement Therapy for People with Acute Schizophrenia: Development of a Treatment Protocol. AMERICAN JOURNAL OF DANCE THERAPY 2020. [DOI: 10.1007/s10465-020-09341-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Tan S, Zhu X, Fan H, Tan Y, Yang F, Wang Z, Zhao Y, Fan F, Guo J, Li Z, Quan W, Wang X, Reeder C, Zhou D, Zou Y, Wykes T. Who will benefit from computerized cognitive remediation therapy? Evidence from a multisite randomized controlled study in schizophrenia. Psychol Med 2020; 50:1633-1643. [PMID: 31298171 PMCID: PMC7408576 DOI: 10.1017/s0033291719001594] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2018] [Revised: 06/05/2019] [Accepted: 06/14/2019] [Indexed: 11/05/2022]
Abstract
BACKGROUND Computerized cognitive remediation therapy (CCRT) is generally effective for the cognitive deficits of schizophrenia. However, there is much uncertainty about what factors mediate or moderate effectiveness and are therefore important to personalize treatment and boost its effects. METHOD In total, 311 Chinese inpatients with Diagnostic and Statistical Manual of Mental Disorders-IV schizophrenia were randomized to receive CCRT or Active control for 12 weeks with four to five sessions per week. All participants were assessed at baseline, post-treatment and 3-month follow-up. The outcomes were cognition, clinical symptoms and functional outcomes. RESULTS There was a significant benefit in the MATRICS Consensus Cognitive Battery (MCCB) total score for CCRT (F1,258 = 5.62; p = 0.02; effect size was 0.27, 95% confidence interval 0.04-0.49). There were no specific moderators of CCRT improvements. However, across both groups, Wisconsin Card Sort Test improvement mediated a positive effect on functional capacity and Digit Span benefit mediated decreases in positive symptoms. In exploratory analyses younger and older participants showed cognitive improvements but on different tests (younger on Symbol Coding Test, while older on the Spatial Span Test). Only the older age group showed MSCEIT benefits at post-treatment. In addition, cognition at baseline negatively correlated with cognitive improvement and those whose MCCB baseline total score was around 31 seem to derive the most benefit. CONCLUSIONS CCRT can improve the cognitive function of patients with schizophrenia. Changes in cognitive outcomes also contributed to improvements in functional outcomes either directly or solely in the context of CCRT. Age and the basic cognitive level of the participants seem to affect the cognitive benefits from CCRT.
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Affiliation(s)
- Shuping Tan
- Beijing HuiLongGuan Hospital, Peking University HuiLongGuan Clinical Medical School, Beijing100096, P.R. China
| | - Xiaolin Zhu
- Beijing HuiLongGuan Hospital, Peking University HuiLongGuan Clinical Medical School, Beijing100096, P.R. China
| | - Hongzhen Fan
- Beijing HuiLongGuan Hospital, Peking University HuiLongGuan Clinical Medical School, Beijing100096, P.R. China
| | - Yunlong Tan
- Beijing HuiLongGuan Hospital, Peking University HuiLongGuan Clinical Medical School, Beijing100096, P.R. China
| | - Fude Yang
- Beijing HuiLongGuan Hospital, Peking University HuiLongGuan Clinical Medical School, Beijing100096, P.R. China
| | - Zhiren Wang
- Beijing HuiLongGuan Hospital, Peking University HuiLongGuan Clinical Medical School, Beijing100096, P.R. China
| | - Yanli Zhao
- Beijing HuiLongGuan Hospital, Peking University HuiLongGuan Clinical Medical School, Beijing100096, P.R. China
| | - Fengmei Fan
- Beijing HuiLongGuan Hospital, Peking University HuiLongGuan Clinical Medical School, Beijing100096, P.R. China
| | - Junhua Guo
- Beijing Anding Hospital of Capital Medical University, Beijing100088, P.R. China
| | - Zhanjiang Li
- Beijing Anding Hospital of Capital Medical University, Beijing100088, P.R. China
| | - Wenxiang Quan
- Institute of Mental Health, Peking University, Beijing100191, P.R. China
| | - Xiangqun Wang
- Institute of Mental Health, Peking University, Beijing100191, P.R. China
| | - Clare Reeder
- Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, De Crespigny Park, LondonSE5 8AF, UK
| | - Dongfeng Zhou
- Institute of Mental Health, Peking University, Beijing100191, P.R. China
| | - Yizhuang Zou
- Beijing HuiLongGuan Hospital, Peking University HuiLongGuan Clinical Medical School, Beijing100096, P.R. China
| | - Til Wykes
- Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, De Crespigny Park, LondonSE5 8AF, UK
- South London and Maudsley NHS Foundation Trust
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Design and Validation of Rule-Based Expert System by Using Kinect V2 for Real-Time Athlete Support. APPLIED SCIENCES-BASEL 2020. [DOI: 10.3390/app10020611] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
In sports and rehabilitation processes where isotonic movements such as bodybuilding are performed, it is vital for individuals to be able to correct the wrong movements instantly by monitoring the trainings simultaneously, and to be able to train healthily and away from the risks of injury. For this purpose, we designed a new real-time athlete support system using Kinect V2 and Expert System. Lateral raise (LR) and dumbbell shoulder press (DSP) movements were selected as examples to be modeled in the system. Kinect V2 was used to obtain angle and distance changes in the shoulder, elbow, wrist, hip, knee, and ankle during movements in these movement models designed. For the rule base of Expert System developed according to these models, a 28-state rule table was designed, and 12 main rules were determined that could be used for both actions. In the sample trainings, it was observed that the decisions made by the system had 89% accuracy in DSP training and 82% accuracy in LR training. In addition, the developed system has been tested by 10 participants (25.8 ± 5.47 years; 74.69 ± 14.81 kg; 173.5 ± 9.52 cm) in DSP and LR training for four weeks. At the end of this period and according to the results of paired t-test analysis (p < 0.05) starting from the first week, it was observed that the participants trained more accurately and that they enhanced their motions by 58.08 ± 11.32% in LR training and 54.84 ± 12.72% in DSP training.
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11
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Chiang M, Reid-Varley WB, Fan X. Creative art therapy for mental illness. Psychiatry Res 2019; 275:129-136. [PMID: 30901671 DOI: 10.1016/j.psychres.2019.03.025] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2019] [Revised: 03/15/2019] [Accepted: 03/15/2019] [Indexed: 12/22/2022]
Abstract
Creative art therapy (CAT) for severe mental illness (SMI) represents an extremely heterogenous body of literature that encompasses the use of a large variety of creative mediums (i.e. visual art, music, dance, drama, writing) in the treatment of mental disorders. The present review provides a narrative summary of the findings on the use of CAT for the selected SMI, being: schizophrenia, trauma-related disorders, major depression, and bipolar disorder. A database search of PubMed and the Cochrane Library was conducted related to the use of CAT in the treatment of mental disorders published between January 2008 and March 2019. A total of 9697 citations were identified to match the search criteria and 86 full-texts were reviewed. Although literature suggests CAT to be a potentially low-risk and high benefit intervention to minimize symptoms and maximize functioning in individuals living with SMI, the lack of methodological rigor, and inconsistency in study methods and outcome measures have prevented the advancement of CAT for use in SMI. Although creation of a single CAT regimen for all psychiatric disorders stands neither practical nor advisable, greater standardization of methods would improve evaluation of CAT interventions. Future research should elucidate biological mechanisms underlying CAT methods.
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Affiliation(s)
- Mathew Chiang
- UMass Memorial Health Care/University of Massachusetts Medical School, Worcester, MA 01605, USA
| | | | - Xiaoduo Fan
- UMass Memorial Health Care/University of Massachusetts Medical School, Worcester, MA 01605, USA.
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