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Bladon S, Eisner E, Bucci S, Oluwatayo A, Martin GP, Sperrin M, Ainsworth J, Faulkner S. A systematic review of passive data for remote monitoring in psychosis and schizophrenia. NPJ Digit Med 2025; 8:62. [PMID: 39870797 PMCID: PMC11772847 DOI: 10.1038/s41746-025-01451-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Accepted: 01/12/2025] [Indexed: 01/29/2025] Open
Abstract
There is increasing use of digital tools to monitor people with psychosis and schizophrenia remotely, but using this type of data is challenging. This systematic review aimed to summarise how studies processed and analysed data collected through digital devices. In total, 203 articles collecting passive data through smartphones or wearable devices, from participants with psychosis or schizophrenia were included in the review. Accelerometers were the most common device (n = 115 studies), followed by smartphones (n = 46). The most commonly derived features were sleep duration (n = 50) and time spent sedentary (n = 41). Thirty studies assessed data quality and another 69 applied data quantity thresholds. Mixed effects models were used in 21 studies and time-series and machine-learning methods were used in 18 studies. Reporting of methods to process and analyse data was inconsistent, highlighting a need to improve the standardisation of methods and reporting in this area of research.
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Affiliation(s)
- Siân Bladon
- Centre for Health Informatics, Division of Informatics, Imaging and Data Science, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, M13 9PL, UK.
| | - Emily Eisner
- Division of Psychology and Mental Health, School of Health Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Manchester, M13 9PL, UK
- Greater Manchester Mental Health NHS Foundation Trust, Manchester, UK
- NIHR Manchester Biomedical Research Centre, Manchester University Hospitals NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Sandra Bucci
- Division of Psychology and Mental Health, School of Health Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Manchester, M13 9PL, UK
- Greater Manchester Mental Health NHS Foundation Trust, Manchester, UK
- NIHR Manchester Biomedical Research Centre, Manchester University Hospitals NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Anuoluwapo Oluwatayo
- Division of Psychology and Mental Health, School of Health Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Manchester, M13 9PL, UK
- Greater Manchester Mental Health NHS Foundation Trust, Manchester, UK
| | - Glen P Martin
- Centre for Health Informatics, Division of Informatics, Imaging and Data Science, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, M13 9PL, UK
| | - Matthew Sperrin
- Centre for Health Informatics, Division of Informatics, Imaging and Data Science, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, M13 9PL, UK
| | - John Ainsworth
- Centre for Health Informatics, Division of Informatics, Imaging and Data Science, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, M13 9PL, UK
- NIHR Manchester Biomedical Research Centre, Manchester University Hospitals NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Sophie Faulkner
- Division of Psychology and Mental Health, School of Health Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, The University of Manchester, Manchester, M13 9PL, UK
- Greater Manchester Mental Health NHS Foundation Trust, Manchester, UK
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Bai P, Shao X, Chen L, Zhou S, Lin Y, Liu H, Yu P. Association between circadian physical activity trajectories and incident type 2 diabetes in the UK Biobank. Sci Rep 2024; 14:6459. [PMID: 38499679 PMCID: PMC10948909 DOI: 10.1038/s41598-024-57082-2] [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: 11/26/2023] [Accepted: 03/14/2024] [Indexed: 03/20/2024] Open
Abstract
Physical activity (PA) is linked to a decreased risk of type 2 diabetes mellitus (T2DM). However, the influence of circadian PA trajectories remains uncertain. This study aims to explore the optimal circadian PA trajectory pattern for reducing the risk of T2DM. Methods: A total of 502,400 participants were recruited from the UK Biobank between 2006 and 2010, and 102,323 participants provided valid accelerometer-captured acceleration data. After excluding individuals with prior T2DM, 99,532 participants were included in the final analysis. We initially investigated the association between PA intensity at 24 hourly time points and T2DM. Subsequently, PA trajectories were identified using K-means cluster analysis. Cox proportional hazard models were employed to estimate hazard ratios (HR). Four distinct PA trajectories were identified: consistently low, single peak, double peak, and intense trajectories. Compared to consistently low, single peak, double peak and intense PA trajectory reduced the risk of T2DM progressively. Sensitivity analyses, further excluding individuals with glycated hemoglobin (HbA1c) ≥ 6.5% or random glucose ≥ 11.1 mmol/L and adjusted for daily average acceleration, yielded consistent results. This confirms that the ideal circadian PA trajectory serves as a protective factor, independently of PA intensity. Subgroup analyses indicated that these effects were more pronounced in men and individuals with eGFR < 60 mL/(min*1.73 m2). In conclusion, ideal circadian PA trajectory patterns (especially intense and then double peak) reduced risk of T2DM.
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Affiliation(s)
- Pufei Bai
- NHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, No.6 North Huanrui Rd, Beichen District, Tianjin, China
- Tianjin Key Laboratory of Metabolic Diseases, Tianjin Medical University, Tianjin, 300134, China
| | - Xian Shao
- NHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, No.6 North Huanrui Rd, Beichen District, Tianjin, China
- Tianjin Key Laboratory of Metabolic Diseases, Tianjin Medical University, Tianjin, 300134, China
| | - Lianqin Chen
- NHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, No.6 North Huanrui Rd, Beichen District, Tianjin, China
- Tianjin Key Laboratory of Metabolic Diseases, Tianjin Medical University, Tianjin, 300134, China
| | - Saijun Zhou
- NHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, No.6 North Huanrui Rd, Beichen District, Tianjin, China
- Tianjin Key Laboratory of Metabolic Diseases, Tianjin Medical University, Tianjin, 300134, China
| | - Yao Lin
- NHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, No.6 North Huanrui Rd, Beichen District, Tianjin, China
- Tianjin Key Laboratory of Metabolic Diseases, Tianjin Medical University, Tianjin, 300134, China
| | - Hongyan Liu
- NHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, No.6 North Huanrui Rd, Beichen District, Tianjin, China
- Tianjin Key Laboratory of Metabolic Diseases, Tianjin Medical University, Tianjin, 300134, China
| | - Pei Yu
- NHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, No.6 North Huanrui Rd, Beichen District, Tianjin, China.
- Tianjin Key Laboratory of Metabolic Diseases, Tianjin Medical University, Tianjin, 300134, China.
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Bai P, Zhou S, Shao X, Lin Y, Liu H, Yu P. Ideal 24-h physical activity trajectory reduces all-cause, cause-specific mortality and cardiovascular outcomes through aging deceleration and inflammation regulation: A UK biobank study. Int J Cardiol 2024; 399:131770. [PMID: 38211679 DOI: 10.1016/j.ijcard.2024.131770] [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: 09/04/2023] [Revised: 01/04/2024] [Accepted: 01/07/2024] [Indexed: 01/13/2024]
Abstract
BACKGROUND Physical activity (PA) is associated with mortality and cardiovascular disease (CVD). However, the effect of circadian PA trajectories remains ambiguous. This study aimed to explore ideal circadian PA patterns to reduce mortality and CVD, and potential mediators. METHODS 502,400 participants from UK Biobank were recruited between 2006 and 2010. Among them, 102,323 participants got valid continuously capturing acceleration data over 7 days by wrist-worn accelerometer. K-means cluster analysis was used to identify PA trajectories. The associations of PA with all-cause, cause-specific mortality and CVD were assessed by cox regression. A sensitivity test was also conducted, starting from the time of acceleration collection and excluding participants with corresponding disease prior to it. Furthermore, the mediation of aging and inflammation were explored. RESULTS During a median follow-up of 12.9 years, 3482 deaths were recorded (704 were due to CVD). Five distinct PA trajectories were identified: Persistently Low, Moderate and Stable, Single Increase, Double Increase, and Vigorous patterns. Ideal PA trajectory patterns offered progressively protective benefits against all-cause, CVD caused mortality and CVD, especially in Double Increase and Vigorous patterns. Other cause-specific mortality and renal failure incidence showed similar trend. The sensitivity result was consistent. The mediating effects of phenotypic age and inflammation markers were statistically significant. CONCLUSION Ideal PA trajectories offered protective benefits against all-cause, cause-specific mortality and CVD. The protection was associated with both intensity and circadian distribution. Double Increase and Vigorous activity patterns decreased these risks more significantly. Crucially, this protection was mediated by aging deceleration and inflammation regulation.
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Affiliation(s)
- Pufei Bai
- NHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin 300134, China; Tianjin Key Laboratory of Metabolic Diseases, Tianjin Medical University, Tianjin 300134, China
| | - Saijun Zhou
- NHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin 300134, China; Tianjin Key Laboratory of Metabolic Diseases, Tianjin Medical University, Tianjin 300134, China
| | - Xian Shao
- NHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin 300134, China; Tianjin Key Laboratory of Metabolic Diseases, Tianjin Medical University, Tianjin 300134, China
| | - Yao Lin
- NHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin 300134, China; Tianjin Key Laboratory of Metabolic Diseases, Tianjin Medical University, Tianjin 300134, China
| | - Hongyan Liu
- NHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin 300134, China; Tianjin Key Laboratory of Metabolic Diseases, Tianjin Medical University, Tianjin 300134, China
| | - Pei Yu
- NHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin 300134, China; Tianjin Key Laboratory of Metabolic Diseases, Tianjin Medical University, Tianjin 300134, China.
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Bai P, Ning X, Gao R, Shao X, Zhou S, Li J, Lin Y, Liu H, Zhang M, Yu P. Association between circadian physical activity patterns and cancer incidence through regulation of inflammation: A UK biobank study. Prev Med 2024; 179:107831. [PMID: 38145876 DOI: 10.1016/j.ypmed.2023.107831] [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: 10/15/2023] [Revised: 12/19/2023] [Accepted: 12/20/2023] [Indexed: 12/27/2023]
Abstract
BACKGROUND Physical activity (PA) has been linked with cancer incidence. However, the effects and mechanisms underpinning circadian PA trajectories on cancer remain elusive. This study aimed to explore the optimal PA patterns in reducing cancer incidence and the associated potential mediators. METHODS Between 2006 and 2010, 502,400 participants were recruited from the UK Biobank. Out of these, 102,323 participants wore accelerometers, which allowed for collecting acceleration data continuously over 7 days. After excluding participants with previous cancer history, 96,687 participants were included in K-means cluster analysis to identify PA trajectories. The association between PA and cancer incidence was assessed using Cox regression analysis. Additionally, we investigated the mediating role of inflammation. RESULTS A total of 5995 cancer cases were recorded during a median follow-up of 7.1 years. Four distinct PA trajectories (persistent low, single peak, double peak, and vigorous) were identified. The ideal PA patterns reduced the risk of 7 out of 17 site-specific cancers, with the lowest hazard ratios and 95% confidence intervals of cancer for bladder (0.59, 0.40-0.86), breast (0.73, 0.60-0.89), kidney (0.45, 0.26-0.78), lung (0.59, 0.41-0.84), myeloma (0.49, 0.27-0.88), and oral & pharynx (0.51, 0.26-0.98) in the vigorous pattern and for colorectal (0.71, 0.54-0.93) in the double peak pattern. Moreover, the mediating effects of inflammation were significant. CONCLUSION Optimal PA trajectories reduced cancer incidence, especially in double peak and vigorous patterns. The protective effect was associated with both intensity and circadian rhythm. Crucially, this protection was mediated by inflammation regulation.
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Affiliation(s)
- Pufei Bai
- NHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin 300134, China; Tianjin Key Laboratory of Metabolic Diseases, Tianjin Medical University, Tianjin 300134, China
| | - Xiaoqun Ning
- Special Medical Service Center, Zhujiang Hospital, Southern Medical University, No. 253, Middle Industrial Avenue, Haizhu District, Guangzhou, Guangdong, China
| | - Rui Gao
- NHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin 300134, China; Tianjin Key Laboratory of Metabolic Diseases, Tianjin Medical University, Tianjin 300134, China
| | - Xian Shao
- NHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin 300134, China; Tianjin Key Laboratory of Metabolic Diseases, Tianjin Medical University, Tianjin 300134, China
| | - Saijun Zhou
- NHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin 300134, China; Tianjin Key Laboratory of Metabolic Diseases, Tianjin Medical University, Tianjin 300134, China
| | - Jing Li
- NHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin 300134, China; Tianjin Key Laboratory of Metabolic Diseases, Tianjin Medical University, Tianjin 300134, China
| | - Yao Lin
- NHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin 300134, China; Tianjin Key Laboratory of Metabolic Diseases, Tianjin Medical University, Tianjin 300134, China
| | - Hongyan Liu
- NHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin 300134, China; Tianjin Key Laboratory of Metabolic Diseases, Tianjin Medical University, Tianjin 300134, China
| | - Mianzhi Zhang
- Dongfang Hospital of Beijing University of Chinese Medicine, Beijing 100078, People's Republic of China; Tianjin Academy of Traditional Chinese Medicine, Tianjin 300120, People's Republic of China.
| | - Pei Yu
- NHC Key Laboratory of Hormones and Development, Chu Hsien-I Memorial Hospital and Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin 300134, China; Tianjin Key Laboratory of Metabolic Diseases, Tianjin Medical University, Tianjin 300134, China.
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ŞENEL A, BİRİNCİ T, İPEKÇİOĞLU D, YEŞİLKAYA H, KAYA MUTLU E. THE CULTURAL ADAPTATION, RELIABILITY AND VALIDITY OF THE TURKISH VERSION OF THE SIMPLE PHYSICAL ACTIVITY QUESTIONNAIRE IN COMMON MENTAL DISORDERS. TÜRK FIZYOTERAPI VE REHABILITASYON DERGISI 2022. [DOI: 10.21653/tjpr.1028157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Purpose: The aim of this study is to evaluate the validity and reliability of the Turkish version of the Simple Physical Activity Questionnaire (SIMPAQ) in patients with common mental disorders.
Methods: A total of eighty-one patients (mean age: 40.14 ± 13.05 years) were included in this study. The Turkish version of the SIMPAQ was used to evaluate the physical activity levels and sedentary behaviors of the participants. To be used as descriptive data, DSM-5 Level 1 Cross-Cutting Symptom Measure-Adult was used to evaluate mental health symptomatology. International Physical Activity Questionnaire-Short Form (UFAA-SF) and Brief Psychiatric Rating Scale (BPRS) were used to test validity of the questionnaire.
Results: The items of Turkish version of the SIMPAQ exhibited excellent intercorrelation coefficient (ICC) values (time spent in bed (0.93 (95% CI: 0.90-0.96)), sedentary time 0.87 (95% CI: 0.80-0.92), walking time 0.98 (95% CI: 0.98-0.99), exercise time 0.99 (95% CI: 0.99-0.99), and incidental activity time 0.95 (95% CI: 0.92-0.97)). However, the BPRS had a significant correlation with only the sedentary time of the SIMPAQ (rho=0.25, p=0.02), indicating convergent validity was poor.
Conclusion: The Turkish version of the SIMPAQ is semantically and linguistically adequate to quickly assess physical activity level and sedentary behavior in patients with common mental disorders.
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Affiliation(s)
| | | | - Derya İPEKÇİOĞLU
- UNIVERSITY OF HEALTH SCIENCES, İSTANBUL BAKIRKÖY PROF. DR. MAZHAR OSMAN APPLICATION AND RESEARCH CENTER FOR PSYCHIATRIC AND NERVE DISEASES
| | - Haluk YEŞİLKAYA
- UNIVERSITY OF HEALTH SCIENCES, İSTANBUL BAKIRKÖY PROF. DR. MAZHAR OSMAN APPLICATION AND RESEARCH CENTER FOR PSYCHIATRIC AND NERVE DISEASES
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The short and long-term effects of aerobic, strength, or mixed exercise programs on schizophrenia symptomatology. Sci Rep 2021; 11:24300. [PMID: 34934115 PMCID: PMC8692409 DOI: 10.1038/s41598-021-03761-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Accepted: 12/06/2021] [Indexed: 11/08/2022] Open
Abstract
The purpose of this study was to compare the effects of three different physical exercise programs on the symptomatology, body composition, physical activity, physical fitness, and quality of life of individuals with schizophrenia. A total of 432 patients were assessed for eligibility and 86 were randomized into the aerobic (n = 28), strength (n = 29) or mixed (n = 29) groups. Positive, negative, and general symptoms of psychosis, body mass index (BMI), physical activity (IPAQ-SF), physical fitness (6-min walk test [6MWT] and hand-grip strength [HGS]), and quality of life (WHOQUOL-BREF) were assessed at baseline, post-intervention (16 weeks), and at 10-months. Our results at 16 weeks showed significant improvements in all three groups in the negative, general, and total symptoms with moderate to large effect sizes (P < 0.01, ηp2 > 0.11), no change in the BMI, 6MWT or IPAQ-SF, and a significant improvement in the HGS test in the strength and mixed groups (P ≤ 0.05, ηp2 > 0.08). Nonetheless, all the improvements had disappeared at 10 months. We concluded that 3 weekly sessions of a moderate to vigorous progressive exercise program for 16 weeks improved the symptomatology of individuals with schizophrenia in all three groups, with no differences between them. However, the effects had declined to baseline levels by the 10-month follow-up, suggesting that exercise interventions should be maintained over time.
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7
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Martland R, Onwumere J, Stubbs B, Gaughran F. Study protocol for a pilot high-intensity interval training intervention in inpatient mental health settings: a two-part study using a randomised controlled trial and naturalistic study design. Pilot Feasibility Stud 2021; 7:198. [PMID: 34749822 PMCID: PMC8573298 DOI: 10.1186/s40814-021-00937-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Accepted: 10/22/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Severe mental illnesses (SMI), including schizophrenia spectrum disorder, bipolar disorder and major depressive disorder, are associated with physical health comorbidities and premature mortality. Physical activity and structured exercise have a beneficial impact on cardiometabolic risk and ameliorate mental health symptomology and cognition. This protocol describes a feasibility study for a high-intensity interval training (HIIT) intervention among inpatients with SMI, to improve their physical and mental health. METHODS The feasibility study follows a two-part design owing to COVID-19-related adaptations to project design: (a) a non-blinded randomised controlled trial (RCT) of 12 weeks of bicycle-based HIIT, delivered twice weekly in a face-to-face, one-to-one setting, compared to treatment as usual (TAU) and (b) a naturalistic study of inpatient HIIT; eligible participants will be invited to two sessions of HIIT per week, delivered by the research team remotely or in person. Additionally, participants in the naturalistic study may use the bike to conduct self-directed sessions of their chosen length and intensity. We will measure the feasibility and acceptability of the HIIT intervention as primary outcomes, alongside secondary and tertiary outcomes evaluating the physical, mental and cognitive effects of HIIT. The study aims to recruit 40 patients to the RCT and 6-8 patients to the naturalistic design. DISCUSSION Exercise is a modifiable lifestyle barrier that can reverse cardiometabolic disease risk. If HIIT is found to be feasible and acceptable in inpatients with SMI, there would be scope for large-scale work to evaluate the clinical, cost and implementation effectiveness of HIIT in inpatient mental health settings. TRIAL REGISTRATION ClinicalTrials.gov NCT03959735 . Registered June 22, 2019.
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Affiliation(s)
- Rebecca Martland
- Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience (IoPPN), King's College London, London, UK.
| | - Juliana Onwumere
- South London and Maudsley NHS Foundation Trust, London, UK
- Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience (IoPPN), King's College London, London, UK
| | - Brendon Stubbs
- South London and Maudsley NHS Foundation Trust, London, UK
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience (IoPPN), King's College London, London, UK
| | - Fiona Gaughran
- Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience (IoPPN), King's College London, London, UK
- South London and Maudsley NHS Foundation Trust, London, UK
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Rosenbaum S, Morell R, Abdel-Baki A, Ahmadpanah M, Anilkumar TV, Baie L, Bauman A, Bender S, Boyan Han J, Brand S, Bratland-Sanda S, Bueno-Antequera J, Camaz Deslandes A, Carneiro L, Carraro A, Castañeda CP, Castro Monteiro F, Chapman J, Chau JY, Chen LJ, Chvatalova B, Chwastiak L, Corretti G, Dillon M, Douglas C, Egger ST, Gaughran F, Gerber M, Gobbi E, Gould K, Hatzinger M, Holsboer-Trachsler E, Hoodbhoy Z, Imboden C, Indu PS, Iqbal R, Jesus-Moraleida FR, Kondo S, Ku PW, Lederman O, Lee EHM, Malchow B, Matthews E, Mazur P, Meneghelli A, Mian A, Morseth B, Munguia-Izquierdo D, Nyboe L, O’Donoghue B, Perram A, Richards J, Romain AJ, Romaniuk M, Sadeghi Bahmani D, Sarno M, Schuch F, Schweinfurth N, Stubbs B, Uwakwe R, Van Damme T, Van Der Stouwe E, Vancampfort D, Vetter S, Waterreus A, Ward PB. Assessing physical activity in people with mental illness: 23-country reliability and validity of the simple physical activity questionnaire (SIMPAQ). BMC Psychiatry 2020; 20:108. [PMID: 32143714 PMCID: PMC7060599 DOI: 10.1186/s12888-020-2473-0] [Citation(s) in RCA: 70] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Accepted: 01/30/2020] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Physical inactivity is a key contributor to the global burden of disease and disproportionately impacts the wellbeing of people experiencing mental illness. Increases in physical activity are associated with improvements in symptoms of mental illness and reduction in cardiometabolic risk. Reliable and valid clinical tools that assess physical activity would improve evaluation of intervention studies that aim to increase physical activity and reduce sedentary behaviour in people living with mental illness. METHODS The five-item Simple Physical Activity Questionnaire (SIMPAQ) was developed by a multidisciplinary, international working group as a clinical tool to assess physical activity and sedentary behaviour in people living with mental illness. Patients with a DSM or ICD mental illness diagnoses were recruited and completed the SIMPAQ on two occasions, one week apart. Participants wore an Actigraph accelerometer and completed brief cognitive and clinical assessments. RESULTS Evidence of SIMPAQ validity was assessed against accelerometer-derived measures of physical activity. Data were obtained from 1010 participants. The SIMPAQ had good test-retest reliability. Correlations for moderate-vigorous physical activity was comparable to studies conducted in general population samples. Evidence of validity for the sedentary behaviour item was poor. An alternative method to calculate sedentary behaviour had stronger evidence of validity. This alternative method is recommended for use in future studies employing the SIMPAQ. CONCLUSIONS The SIMPAQ is a brief measure of physical activity and sedentary behaviour that can be reliably and validly administered by health professionals.
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Affiliation(s)
- S. Rosenbaum
- grid.1005.40000 0004 4902 0432School of Psychiatry, UNSW Sydney, Sydney, Australia
| | - R. Morell
- grid.1005.40000 0004 4902 0432School of Psychiatry, UNSW Sydney, Sydney, Australia
| | - A. Abdel-Baki
- grid.410559.c0000 0001 0743 2111Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), Montreal, Canada
| | - M. Ahmadpanah
- grid.411950.80000 0004 0611 9280Behavioral Disorders and Substances Abuse Research Center, Hamadan University of Medical Sciences, Hamadan, Iran
| | - T. V. Anilkumar
- grid.413226.00000 0004 1799 9930Department of Psychiatry, Government Medical College, Trivandrum, India
| | - L. Baie
- grid.16149.3b0000 0004 0551 4246Department of Psychosomatics and Psychotherapy, University Hospital Münster, Münster, Germany
| | - A. Bauman
- grid.1013.30000 0004 1936 834XSchool of Public Health, University of Sydney, Sydney, Australia
| | - S. Bender
- LWL-Klinik Marsberg, Hospital for Psychiatry, Psychotherapy and Psychosomatics, Marsberg, Germany
| | - J. Boyan Han
- grid.253561.60000 0001 0806 2909California State University, Los Angeles, USA
| | - S. Brand
- grid.6612.30000 0004 1937 0642University of Basel, Psychiatric Clinics, Center for Affective, Stress and Sleep Disorders, Basel, Switzerland ,grid.12711.340000 0001 2369 7670Department of Biomolecular Sciences, University of Urbino, Urbino, Italy ,grid.477714.60000 0004 0587 919XThe Sutherland Hospital, South Eastern Sydney Local Health District, Sydney, Australia
| | - S. Bratland-Sanda
- Department of Sport, Physical Education and Outdoor Studies, University of South-Eastern Norway, Bø, Notodden, Norway
| | - J. Bueno-Antequera
- grid.15449.3d0000 0001 2200 2355Physical Performance & Sports Research Center, Department of Sports and Computer Science, Section of Physical Education and Sports, Faculty of Sports Sciences, Universidad Pablo de Olavide, Seville, Spain
| | - A. Camaz Deslandes
- grid.8536.80000 0001 2294 473XPsychiatry Institute, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - L. Carneiro
- Research Centre in Sports Sciences, Health Sciences and Human Development, CIDESD, GERON Research Community, Vila Real, Portugal
| | - A. Carraro
- grid.34988.3e0000 0001 1482 2038Faculty of Education, Free University of Bolzano, Bolzano, Italy
| | - C. P. Castañeda
- Early Intervention Program, JHorwitz Psychiatric Institute, Santiago, Chile
| | - F. Castro Monteiro
- grid.8532.c0000 0001 2200 7498Hospital de Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - J. Chapman
- grid.1049.c0000 0001 2294 1395QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - J. Y. Chau
- grid.1013.30000 0004 1936 834XSchool of Public Health, University of Sydney, Sydney, Australia ,grid.1004.50000 0001 2158 5405Department of Health Systems and Populations, Macquarie University, Sydney, Australia
| | - L. J. Chen
- grid.445057.7Department of Exercise Health Science, National Taiwan University of Sport, Taichung, Taiwan
| | - B. Chvatalova
- grid.447902.cNational Institute of Mental Health, Klecany, Czech Republic
| | - L. Chwastiak
- grid.34477.330000000122986657Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, USA
| | - G. Corretti
- Department of Mental Health, North-West Tuscany, Italy
| | - M. Dillon
- HSE Louth Meath Mental Health Services, Louth, Ireland
| | - C. Douglas
- South Coast Private Hospital, Wollongong, Australia
| | - S. T. Egger
- grid.10863.3c0000 0001 2164 6351Department of Psychiatry, Faculty of Medicine, University of Oviedo, Oviedo, Spain ,grid.7400.30000 0004 1937 0650Department of Psychiatry, Psychotherapy and Psychosomatics, University Hospital of Psychiatry Zurich, University of Zurich, Zurich, Switzerland
| | - F. Gaughran
- grid.451052.70000 0004 0581 2008South London and Maudesley NHS Foundation Trust, London, UK
| | - M. Gerber
- grid.12711.340000 0001 2369 7670Department of Biomolecular Sciences, University of Urbino, Urbino, Italy
| | - E. Gobbi
- grid.6612.30000 0004 1937 0642Department of Sport, Exercise and Health, Division of Sport and Psychosocial Health, University of Basel, Basel, Switzerland
| | - K. Gould
- grid.460013.0St John of God Hospital, North Richmond, Australia
| | - M. Hatzinger
- Psychiatric Services Solothurn, Solothurn, Switzerland
| | - E. Holsboer-Trachsler
- grid.6612.30000 0004 1937 0642Adult Psychiatric Clinics (UPKE), University of Basel, Basel, Switzerland
| | - Z. Hoodbhoy
- grid.7147.50000 0001 0633 6224Department of Paediatrics and Child Health, The Aga Khan University, Karachi, Pakistan
| | - C. Imboden
- Psychiatric Services Solothurn, Solothurn, Switzerland ,Private Clinic Wyss, Muenchenbuchsee, Switzerland
| | - P. S. Indu
- grid.413226.00000 0004 1799 9930Department of Community Medicine, Government Medical College, Trivandrum, India
| | - R. Iqbal
- grid.7147.50000 0001 0633 6224Department of Community Health Sciences, Aga Khan University, Karachi, Pakistan
| | - F. R. Jesus-Moraleida
- grid.8395.70000 0001 2160 0329Department of Physical Therapy, Universidade Federal do Ceará, Fortaleza, Brazil
| | - S. Kondo
- grid.412708.80000 0004 1764 7572Department of Neuropsychiatry, The University of Tokyo Hospital, Tokyo, Japan
| | - P. W. Ku
- grid.412038.c0000 0000 9193 1222Graduate Institute of Sports and Health, National Changhua University of Education, Changhua, Taiwan
| | - O. Lederman
- grid.477714.60000 0004 0587 919XKeeping the Body In Mind, South Eastern Sydney Local Health District, Sydney, Australia
| | - E. H. M. Lee
- grid.194645.b0000000121742757Department of Psychiatry, University of Hong Kong, Hong Kong, China
| | - B. Malchow
- grid.411984.10000 0001 0482 5331Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany
| | - E. Matthews
- grid.24349.380000000106807997School of Health Sciences, Waterford Institute of Technology, Waterford, Ireland
| | - P. Mazur
- LWL-Klinik Marsberg, Hospital for Psychiatry, Psychotherapy and Psychosomatics, Marsberg, Germany
| | - A. Meneghelli
- Association of early intervention in mental disorders-Cambiare la Rotta-Onlus, Milano, Italy
| | - A. Mian
- grid.7147.50000 0001 0633 6224Department of Psychiatry, Aga Khan University, Karachi, Pakistan
| | - B. Morseth
- grid.10919.300000000122595234School of Sport Sciences, UiT The Arctic University of Norway, Tromsø, Norway
| | - D. Munguia-Izquierdo
- grid.15449.3d0000 0001 2200 2355Physical Performance & Sports Research Center, Department of Sports and Computer Science, Section of Physical Education and Sports, Faculty of Sports Sciences, Universidad Pablo de Olavide, Seville, Spain
| | - L. Nyboe
- grid.154185.c0000 0004 0512 597XDepartment of Affective Disorders, Aarhus University Hospital, Aarhus, Denmark
| | - B. O’Donoghue
- grid.488501.0Orygen, the National Centre of Excellence in Youth Mental Health, Melbourne, Australia
| | - A. Perram
- grid.267827.e0000 0001 2292 3111Faculty of Health, Victoria University Wellington, Wellington, New Zealand
| | - J. Richards
- grid.1013.30000 0004 1936 834XSchool of Public Health, University of Sydney, Sydney, Australia ,Gallipoli Medical Research Institute, Brisbane, Australia
| | - A. J. Romain
- grid.410559.c0000 0001 0743 2111Centre de Recherche du Centre Hospitalier de l’Université de Montréal (CRCHUM), Montreal, Canada
| | - M. Romaniuk
- grid.412112.50000 0001 2012 5829Kermanshah University of Medical Sciences, Sleep Disorders and Substance Abuse Prevention Research Center, Kermanshah, Iran
| | - D. Sadeghi Bahmani
- grid.6612.30000 0004 1937 0642University of Basel, Psychiatric Clinics, Center for Affective, Stress and Sleep Disorders, Basel, Switzerland ,grid.477714.60000 0004 0587 919XThe Sutherland Hospital, South Eastern Sydney Local Health District, Sydney, Australia
| | - M. Sarno
- Association of early intervention in mental disorders-Cambiare la Rotta-Onlus, Milano, Italy
| | - F. Schuch
- grid.411239.c0000 0001 2284 6531Department of Sports Methods and Techniques, Federal University of Santa Maria, Santa Maria, Brazil
| | - N. Schweinfurth
- grid.6612.30000 0004 1937 0642University of Basel, Psychiatric Clinics, Center for Affective, Stress and Sleep Disorders, Basel, Switzerland
| | - B. Stubbs
- grid.13097.3c0000 0001 2322 6764Department of Psychological Medicine, King’s College London, London, England
| | - R. Uwakwe
- grid.412207.20000 0001 0117 5863Faculty of Medicine, Nnamdi Azikiwe University, Awka, Nigeria
| | - T. Van Damme
- grid.5596.f0000 0001 0668 7884Department of Rehabilitation Sciences, KU Leuven, Leuven, Belgium
| | - E. Van Der Stouwe
- grid.4494.d0000 0000 9558 4598University of Groningen, University Medical Center Groningen, University Center of Psychiatry, Groningen, Netherlands
| | - D. Vancampfort
- grid.5596.f0000 0001 0668 7884Department of Rehabilitation Sciences, KU Leuven, Leuven, Belgium
| | - S. Vetter
- grid.7400.30000 0004 1937 0650Department of Psychiatry, Psychotherapy and Psychosomatics, University Hospital of Psychiatry Zurich, University of Zurich, Zurich, Switzerland
| | - A. Waterreus
- grid.1012.20000 0004 1936 7910Neuropsychiatric Epidemiology Research Unit, School of Population and Global Health, University of Western Australia, Perth, Australia
| | - P. B. Ward
- grid.1005.40000 0004 4902 0432School of Psychiatry, UNSW Sydney, Sydney, Australia ,grid.429098.eSchizophrenia Research Unit, Ingham Institute of Applied Medical Research, Liverpool, Australia
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Prince SA, Cardilli L, Reed JL, Saunders TJ, Kite C, Douillette K, Fournier K, Buckley JP. A comparison of self-reported and device measured sedentary behaviour in adults: a systematic review and meta-analysis. Int J Behav Nutr Phys Act 2020; 17:31. [PMID: 32131845 PMCID: PMC7055033 DOI: 10.1186/s12966-020-00938-3] [Citation(s) in RCA: 261] [Impact Index Per Article: 52.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2019] [Accepted: 02/19/2020] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Sedentary behaviour (SB) is a risk factor for chronic disease and premature mortality. While many individual studies have examined the reliability and validity of various self-report measures for assessing SB, it is not clear, in general, how self-reported SB (e.g., questionnaires, logs, ecological momentary assessments (EMAs)) compares to device measures (e.g., accelerometers, inclinometers). OBJECTIVE The primary objective of this systematic review was to compare self-report versus device measures of SB in adults. METHODS Six bibliographic databases were searched to identify all studies which included a comparable self-report and device measure of SB in adults. Risk of bias within and across studies was assessed. Results were synthesized using meta-analyses. RESULTS The review included 185 unique studies. A total of 123 studies comprising 173 comparisons and data from 55,199 participants were used to examine general criterion validity. The average mean difference was -105.19 minutes/day (95% CI: -127.21, -83.17); self-report underestimated sedentary time by ~1.74 hours/day compared to device measures. Self-reported time spent sedentary at work was ~40 minutes higher than when assessed by devices. Single item measures performed more poorly than multi-item questionnaires, EMAs and logs/diaries. On average, when compared to inclinometers, multi-item questionnaires, EMAs and logs/diaries were not significantly different, but had substantial amount of variability (up to 6 hours/day within individual studies) with approximately half over-reporting and half under-reporting. A total of 54 studies provided an assessment of reliability of a self-report measure, on average the reliability was good (ICC = 0.66). CONCLUSIONS Evidence from this review suggests that single-item self-report measures generally underestimate sedentary time when compared to device measures. For accuracy, multi-item questionnaires, EMAs and logs/diaries with a shorter recall period should be encouraged above single item questions and longer recall periods if sedentary time is a primary outcome of study. Users should also be aware of the high degree of variability between and within tools. Studies should exert caution when comparing associations between different self-report and device measures with health outcomes. SYSTEMATIC REVIEW REGISTRATION PROSPERO CRD42019118755.
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Affiliation(s)
- Stephanie A Prince
- Division of Cardiac Prevention and Rehabilitation, University of Ottawa Heart Institute, Ottawa, Canada.
- Centre for Surveillance and Applied Research, Public Health Agency of Canada, 785 Carling Avenue, Ottawa, K1A 0K9, Canada.
| | - Luca Cardilli
- Birmingham Community Healthcare NHS Foundation Trust, Community Cardiac Services, Birmingham, United Kingdom
- Centre for Active Living, University Centre Shrewsbury, University of Chester, Guildhall, Frankwell Quay, Shrewsbury, United Kingdom
| | - Jennifer L Reed
- Division of Cardiac Prevention and Rehabilitation, University of Ottawa Heart Institute, Ottawa, Canada
- School of Human Kinetics, Faculty of Health Sciences, University of Ottawa, Ottawa, Canada
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Canada
| | - Travis J Saunders
- Department of Applied Human Sciences, University of Prince Edward Island, Charlottetown, Canada
| | - Chris Kite
- Centre for Active Living, University Centre Shrewsbury, University of Chester, Guildhall, Frankwell Quay, Shrewsbury, United Kingdom
- School of Life and Health Sciences, Aston University, Birmingham, United Kingdom
| | - Kevin Douillette
- Department of Applied Human Sciences, University of Prince Edward Island, Charlottetown, Canada
| | - Karine Fournier
- Health Sciences Library, University of Ottawa, Ottawa, Canada
| | - John P Buckley
- Centre for Active Living, University Centre Shrewsbury, University of Chester, Guildhall, Frankwell Quay, Shrewsbury, United Kingdom
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10
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Ryu J, Jung JH, Kim J, Kim CH, Lee HB, Kim DH, Lee SK, Shin JH, Roh D. Outdoor cycling improves clinical symptoms, cognition and objectively measured physical activity in patients with schizophrenia: A randomized controlled trial. J Psychiatr Res 2020; 120:144-153. [PMID: 31678749 DOI: 10.1016/j.jpsychires.2019.10.015] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Revised: 10/17/2019] [Accepted: 10/18/2019] [Indexed: 12/18/2022]
Abstract
PURPOSE The therapeutic effects of outdoor cycling (OC) and its benefits on physical activity (PA) were investigated in people with schizophrenia. METHODS Sixty patients with schizophrenia were randomly assigned to 16-weeks of Outdoor Cycling (OC) (n = 30, 50% male; mean age, 38.7 ± 10.1) or Occupational Therapy (OT) (n = 30, 50% male; mean age, 39.0 ± 8.6). OC and OT involved one 90-min group session per week. OC consisted of structured exercise programs and OT addressed daily living skills. Primary outcome measurements were mental health variables, such as Brief Psychiatric Rating Scale, Beck's Depression Inventory, State and Trait Anxiety Inventory, Rosenberg Self-Esteem Scale, Global Assessment of Functioning and executive function (Wisconsin Card Sorting Test, WCST). Secondary measures were the adherence and PA. PA was measured by responding to the Physical Activity Scale (K-PASE) and wearing a pedometer for 2 days. RESULTS Repeated measures ANOVA revealed improved psychotic symptoms (p = .014), depression (p = .007), state (p = .031) and trait anxiety (p = .002) and global functions (p = .024) in the OC group compared with OT group. The OC group showed increased correct rates (p = .022) and categories completed (p = .033) in the WCST. There was no difference in total K-PASE score between groups; however, there was a significant improvement in the number of daily steps in the OC group compared with the OT group (p = .030). CONCLUSION OC significantly improved mental health and executive function in individuals with schizophrenia. Further, OC significantly increased PA measured by the pedometers. These findings suggest that OC offers a safe and attrition-lowering intervention promoting mental health and PA. TRIAL REGISTRATION cris.nih.go.kr identifier: KCT-0000873.
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Affiliation(s)
- Jehkwang Ryu
- Department of Physical Education, College of Education, Dongguk University, Seoul, Republic of Korea
| | - Jae Hoon Jung
- Department of Psychiatry and Mind-neuromodulation Laboratory, Hallym University College of Medicine, Chuncheon, Republic of Korea
| | - Jiheon Kim
- Department of Psychiatry and Mind-neuromodulation Laboratory, Hallym University College of Medicine, Chuncheon, Republic of Korea
| | - Chan-Hyung Kim
- Department of Psychiatry and Institute of Behavioural Science in Medicine, Yonsei University, Yonsei University, College of Medicine, Seoul, Republic of Korea
| | - Hwa-Bock Lee
- Gwangmyeong Community Mental Health Center, Gwangmyeong, Republic of Korea
| | - Do-Hoon Kim
- Department of Psychiatry and Mind-neuromodulation Laboratory, Hallym University College of Medicine, Chuncheon, Republic of Korea
| | - Sang-Kyu Lee
- Department of Psychiatry and Mind-neuromodulation Laboratory, Hallym University College of Medicine, Chuncheon, Republic of Korea
| | - Ji-Hyeon Shin
- Department of Otolaryngology-Head and Neck Surgery, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Daeyoung Roh
- Department of Psychiatry and Mind-neuromodulation Laboratory, Hallym University College of Medicine, Chuncheon, Republic of Korea.
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11
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Bueno-Antequera J, Munguía-Izquierdo D. Exercise and Schizophrenia. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2020; 1228:317-332. [PMID: 32342467 DOI: 10.1007/978-981-15-1792-1_21] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Schizophrenia is a psychiatric disorder characterized by distortions of thinking and perception, with no strictly pathognomonic symptoms that can be divided into positive, negative, and cognitive symptom domains. People with schizophrenia have, between others, a reduced life expectancy and cardiorespiratory and muscular fitness and increased risk of cardiovascular disease, metabolic syndrome, obesity, hypertension, and hyperlipidemia compared to the general population. Furthermore, the economic burden of mental disorders including schizophrenia is evident and it is expected to increase to more than double by 2030. Therefore, reducing the growing burden of mental disorders such as schizophrenia should be a health priority. Improved prevention and treatment are two key factors that may reduce the burden of schizophrenia. Pharmacological- and psychotherapy-based interventions have been traditionally considered for treating schizophrenia disorders; however, there is an increasing amount of scientific evidence confirming that physical activity and physical exercise should be highly considered in prevention and treatment of schizophrenia disorders. In this chapter, we aim to summarize and discuss the research progress of physical activity and exercise in prevention and treatment of schizophrenia disorder. Specifically, we summarized and discussed the research progress of the prognostic use of physical activity for incident schizophrenia; the importance of other outcomes typically improved by physical activity/exercise such as obesity and fitness (cardiorespiratory and muscular fitness) for future schizophrenia; the research progress of the evidence of the benefits of exercise in people with schizophrenia disorders differentiating between effects of exercise on varied health outcomes, cognitive functioning, and cardiorespiratory fitness; and finally the clinical practice recommendations.
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Affiliation(s)
- Javier Bueno-Antequera
- Physical Performance Sports Research Center, Department of Sports and Computer Science, Section of Physical Education and Sports, Faculty of Sports Sciences, Universidad Pablo de Olavide, Seville, Spain
- Research Group in Development Movimiento Humano, Universidad de Zaragoza, Zaragoza, Spain
| | - Diego Munguía-Izquierdo
- Physical Performance Sports Research Center, Department of Sports and Computer Science, Section of Physical Education and Sports, Faculty of Sports Sciences, Universidad Pablo de Olavide, Seville, Spain.
- Research Group in Development Movimiento Humano, Universidad de Zaragoza, Zaragoza, Spain.
- Biomedical Research Networking Center on Frailty and Healthy Aging, Madrid, Spain.
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