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Cao Y, Li C, Yang C. Analysis of health related event detection in big data for physical education training movement detection. Technol Health Care 2024:THC231417. [PMID: 38788100 DOI: 10.3233/thc-231417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/26/2024]
Abstract
BACKGROUND Physical education and training are essential ways to improve the physical quality of the nation, and China has incorporated "building a healthy China" and "fitness for all" into its national development strategy, integrating a strong sports nation into the Chinese dream. OBJECTIVE The study of digital recording and automated training in sports is of profound value. Motion capture technology can digitally record the training process in a digital physical education training system. At the same time, accurate modeling and calculation can analyze the training effects and give appropriate guidance and feedback. This study develops a new and improved hierarchical K-means algorithm by combining the known classification algorithm K-means with a hierarchical algorithm. METHODS The performance of the old and new algorithms are compared and then applied to physical education training data to produce clustering results and analysis to reduce the model, which is used to reduce the number of parameters in the model and improve the recognition speed. RESULTS The experimental results demonstrate that the relevant models proposed in this study achieve an average accuracy of 91.27% and 92.26%, respectively, which is better than a single network model and can effectively use big data for health event detection. CONCLUSION The empirical results show that the improved model algorithm outperforms the single network model and can detect health events using big data.
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Affiliation(s)
- Yi Cao
- Eternal University of the Philippines No. 42, Hebei, Anhui, China
| | - Chongfei Li
- Teaching Department of Physical Education Shijiazhuang, Shijiazhuang Tiedao University, Hebei, China
| | - Cheng Yang
- Teaching Department of Physical Education Shijiazhuang, Shijiazhuang Tiedao University, Hebei, China
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Niaradi FDSL, Niaradi MFDSL, Gasparetto MERF. Effect of Eutony, Holistic Gymnastics and Pilates on hamstring flexibility and back pain in pre-adolescent girls: Randomized clinical trial. J Bodyw Mov Ther 2024; 38:289-298. [PMID: 38763572 DOI: 10.1016/j.jbmt.2024.01.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 11/15/2023] [Accepted: 01/13/2024] [Indexed: 05/21/2024]
Abstract
OBJECTIVE This study aimed to evaluate the effects of Eutony, Holistic Gymnastics, and Pilates on hamstring flexibility and back pain in pre-adolescent girls. METHODS This randomized prospective quantitative clinical trial compared the effects of Eutony, Holistic Gymnastics, and Pilates on hamstring flexibility and back pain. The sample consisted of 80 pre-adolescent girls aged 10-13 years and divided into three groups: Eutony, with 26 girls; Holistic Gymnastics, 27 girls; and Pilates, 27 girls. The participants underwent ten 1-h weekly interventions. Hamstring flexibility was evaluated using fingertip-to-floor, sit-and-reach, and hip angle tests; back pain was evaluated using the Body Posture Evaluation Instrument questionnaire and the way they carried their backpack by the Layout for Assessing Dynamic Posture. Descriptive statistical analysis, analysis of variance, and Kruskal-Wallis test were performed at a 5 % significance level (p < 0.05). RESULTS The three body practices increased hamstring flexibility in all fingertip-to-floor (7.77 cm), hip angle (5.58°), and sit-and-reach evaluations (9.07 cm). Before the intervention, 66.25 % of participants complained of back pain. After the intervention, only 37.50 % continued with the complaint. Moreover, 25 % of pre-adolescent girls started to carry their school backpack correctly. CONCLUSION Eutony, Holistic Gymnastics, and Pilates increased hamstring flexibility, reduced back pain complaints, and incentivized the girls to carry the school backpack correctly. REGISTRY OF CLINICAL TRIALS Brazilian Registry of Clinical Trials ReBEC (RBR-25w6kk).
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Affiliation(s)
- Fernanda Dos Santos Lopes Niaradi
- Human and Rehabilitation Department: Graduate Program in Health, Interdisciplinarity and Rehabilitation from the Faculdade de Ciências Médicas da Universidade Estadual de Campinas, (UNICAMP), São Paulo, Brazil.
| | - Maíra Fonseca Dos Santos Lopes Niaradi
- Human and Rehabilitation Department: Graduate Program in Health, Interdisciplinarity and Rehabilitation from the Faculdade de Ciências Médicas da Universidade Estadual de Campinas, (UNICAMP), São Paulo, Brazil
| | - Maria Elisabete Rodrigues Freire Gasparetto
- Medical Sciences from the State University of Campinas, Professor at The Department of Human Development and Rehabilitation of the Graduate Program in Interdisciplinary Health and Rehabilitation of the Faculdade de Ciências Médicas da Universidade Estadual de Campinas (UNICAMP), São Paulo, Brazil
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Zaras N, Kavvoura A, Gerolemou S, Hadjicharalambous M. Pilates-mat training and detraining: Effects on body composition and physical fitness in pilates-trained women. J Bodyw Mov Ther 2023; 36:38-44. [PMID: 37949587 DOI: 10.1016/j.jbmt.2023.05.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 04/18/2023] [Accepted: 05/01/2023] [Indexed: 11/12/2023]
Abstract
INTRODUCTION Pilates-mat is an effective training method to enhance several physiological and fitness parameters, although the effects of pilates-mat detraining on body composition and physical fitness remains largely unknown. The purpose of the study was to investigate the effect of pilates-mat training and detraining on body composition and physical fitness in pilates-trained females. METHODS Twenty females (age: 45.1 ± 8.7 years) followed an 8-week pilates-mat training program followed by a 3-week detraining period. Measurements performed at the beginning of the training intervention, at the end of the 8-week training program and at the end of the 3-week detraining period and included: anthropometric characteristics, body composition analysis, thigh, hip and waist circumferences, blood pressure, heart rate at rest (HRr), maximum handgrip strength, abdominal curls, lower body flexibility and aerobic capacity. RESULTS Pilates-mat training significantly decreased body fat percentage (BF%), visceral fat and HRr (p < 0.05) but these variables returned to baseline after detraining. Trunk fat, thigh and waist circumferences decreased significantly after training and remained significantly low following detraining (p < 0.05). Abdominal curls, lower body flexibility and aerobic capacity increased significantly following pilates-mat training and remained unchanged after detraining (p < 0.05). CONCLUSIONS These results suggest that 8 weeks of pilates-mat training enhanced body composition and physical fitness and these physiological and physical fitness benefits were remained unaltered during the 3-week of pilates-mat detraining period. However, BF% and visceral fat returned to baseline levels following the detraining period suggesting that for maintaining the reduction in BF% and visceral fat a long-period of pilates-mat detraining should be avoided.
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Affiliation(s)
- Nikolaos Zaras
- Human Performance Laboratory, Department of Life and Health Sciences, University of Nicosia, Cyprus.
| | - Angeliki Kavvoura
- School of Physical Education and Sport Science, National and Kapodistrian University of Athens, Greece
| | - Stalo Gerolemou
- Human Performance Laboratory, Department of Life and Health Sciences, University of Nicosia, Cyprus
| | - Marios Hadjicharalambous
- Human Performance Laboratory, Department of Life and Health Sciences, University of Nicosia, Cyprus
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Cibinello FU, Caroliny de Jesus Neves J, Janeiro Valenciano P, Shizuko Fujisawa D, Augusto Marçal Camillo C. Effects of Pilates in children and adolescents - A systematic review and meta-analysis. J Bodyw Mov Ther 2023; 35:400-412. [PMID: 37330800 DOI: 10.1016/j.jbmt.2023.04.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Revised: 02/26/2023] [Accepted: 04/11/2023] [Indexed: 06/19/2023]
Abstract
BACKGROUND Pilates can be performed by children as a form of exercise to promote healthy growth and development. The increasing use of Pilates as a type of exercise for children or as an adjunct tool in pediatric rehabilitation should be supported by evidence of its benefits. The aim of this systematic review and meta-analysis was to assess the effects of Pilates as an exercise prescription for children and adolescents. METHODS Five electronic databases were searched to identify trials (randomized controlled clinical trials or quasi-experimental studies) with a population of children or adolescents in which Pilates (mat or equipment) was performed as a form of exercise. Studies that investigated outcomes related to health and physical performance was analyzed. Individual trial effects were extracted and pooled for meta-analysis whenever possible. To evaluate the external and internal validity of the studies, we assessed their risk of bias. RESULTS Fifteen studies (from 945 records), including 1235 participants, met the eligibility criteria, and were included. The reported outcomes were heterogeneous, so only the effect on flexibility could be included in the meta-analysis (n = 4 studies). A significant positive trend toward improved flexibility for the control group compared with the Pilates group was found (Std. mean difference, 0.54; 95%CI: 0,18, 0.91; p = 0.003). CONCLUSION Few studies have assessed the effect of Pilates on children and adolescents. The lack of appropriate methodological descriptions/controls made it impossible to determine if all of the included studies were of good quality.
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Affiliation(s)
- Fabíola Unbehaun Cibinello
- Universidade Estadual de Londrina, Centro de Pesquisa e Pós-Graduação Av Robert Koch, 60, Vila Operária, Londrina, Paraná, Brazil.
| | - Jessica Caroliny de Jesus Neves
- Universidade Estadual de Londrina, Centro de Pesquisa e Pós-Graduação Av Robert Koch, 60, Vila Operária, Londrina, Paraná, Brazil
| | - Paola Janeiro Valenciano
- Universidade Estadual de Londrina, Centro de Pesquisa e Pós-Graduação Av Robert Koch, 60, Vila Operária, Londrina, Paraná, Brazil
| | - Dirce Shizuko Fujisawa
- Universidade Estadual de Londrina, Centro de Pesquisa e Pós-Graduação Av Robert Koch, 60, Vila Operária, Londrina, Paraná, Brazil
| | - Carlos Augusto Marçal Camillo
- Universidade Estadual de Londrina, Centro de Pesquisa e Pós-Graduação Av Robert Koch, 60, Vila Operária, Londrina, Paraná, Brazil
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González-Gálvez N, Marcos-Pardo PJ, Albaladejo-Saura M, López-Vivancos A, Vaquero-Cristóbal R. Effects of a Pilates programme in spinal curvatures and hamstring extensibility in adolescents with thoracic hyperkyphosis: a randomised controlled trial. Postgrad Med J 2023; 99:433-441. [PMID: 37294727 DOI: 10.1136/postgradmedj-2021-140901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Accepted: 03/21/2022] [Indexed: 11/04/2022]
Abstract
AIM To evaluate the effects of a 9-month Pilates exercise programme on the sagittal spinal posture and hamstring extensibility of adolescents with thoracic hyperkyphosis. DESIGN Randomised controlled trial with blinded examiner. PATIENTS One-hundred and three adolescents with thoracic hyperkyphosis. INTERVENTIONS Participants were randomly placed into an experimental group which participated in a Pilates exercise programme implemented for a total of 38 weeks (two sessions/week, 15 min/session) (Pilates group (PG), sample = 49, or control group (CG), sample = 48). MAIN OUTCOME MEASURES The outcome measures were the thoracic curve in sagittal spinal curvature in relaxed standing, sagittal spinal curvatures and pelvic tilt in relaxed standing and sit-and-reach positions, and hamstring extensibility. RESULTS There was a significant adjusted mean difference between groups in favour of the PG in the thoracic curve in relaxed standing position (-5.6°, p = 0.003), pelvic tilt (-2.9°, p = 0.03) and all straight leg tests (p<0.001). The PG showed a significant change in thoracic curve (-5.9, p<0.001) and in lumbar angle (4.0, p = 0.001) in relaxed standing position and in all straight leg raise tests (+6.4 to +15°, p<0.0001). CONCLUSIONS The adolescents with thoracic hyperkyphosis from the PG had a decreased thoracic kyphosis in relaxed standing position, and improved hamstring extensibility as compared with the CG. More than 50% of the participants obtained kyphosis values inside normality, showing an adjusted mean difference between groups in the thoracic curve of about 73% of the baseline mean, resulting in a large improvement and high clinical importance. TRIAL REGISTRATION NUMBER NCT03831867.
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Affiliation(s)
- Noelia González-Gálvez
- Sports Injury Prevention Research Group (PRELEDE), Universidad Católica de Murcia, Murcia, Spain
| | - Pablo Jorge Marcos-Pardo
- Department of Education, Faculty of Education Sciences. SPORT Research Group (CTS-1024), CERNEP Research Center, Universidad de Almería, Almeria, Spain
| | - Mario Albaladejo-Saura
- Sports Injury Prevention Research Group (PRELEDE), Universidad Católica de Murcia, Murcia, Spain
| | - Abraham López-Vivancos
- Research Group on Health, Physical Activity, Fitness and Motor Behaviour (GISAFFCOM), Universidad Católica de Murcia, Murcia, Spain
| | - Raquel Vaquero-Cristóbal
- Sports Injury Prevention Research Group (PRELEDE), Universidad Católica de Murcia, Murcia, Spain
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Alizadeh S, Daneshjoo A, Zahiri A, Anvar SH, Goudini R, Hicks JP, Konrad A, Behm DG. Resistance Training Induces Improvements in Range of Motion: A Systematic Review and Meta-Analysis. Sports Med 2023; 53:707-722. [PMID: 36622555 PMCID: PMC9935664 DOI: 10.1007/s40279-022-01804-x] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/14/2022] [Indexed: 01/10/2023]
Abstract
BACKGROUND Although it is known that resistance training can be as effective as stretch training to increase joint range of motion, to date no comprehensive meta-analysis has investigated the effects of resistance training on range of motion with all its potential affecting variables. OBJECTIVE The objective of this systematic review with meta-analysis was to evaluate the effect of chronic resistance training on range of motion compared either to a control condition or stretch training or to a combination of resistance training and stretch training to stretch training, while assessing moderating variables. DESIGN For the main analysis, a random-effect meta-analysis was used and for the subgroup analysis a mixed-effect model was implemented. Whilst subgroup analyses included sex and participants' activity levels, meta-regression included age, frequency, and duration of resistance training. DATA SOURCES Following the systematic search in four databases (PubMed, Scopus, SPORTDiscus, and Web of Science) and reference lists, 55 studies were found to be eligible. ELIGIBILITY CRITERIA Controlled or randomized controlled trials that separately compared the training effects of resistance training exercises with either a control group, stretching group, or combined stretch and resistance training group on range of motion in healthy participants. RESULTS Resistance training increased range of motion (effect size [ES] = 0.73; p < 0.001) with the exception of no significant range of motion improvement with resistance training using only body mass. There were no significant differences between resistance training versus stretch training (ES = 0.08; p = 0.79) or between resistance training and stretch training versus stretch training alone (ES = - 0.001; p = 0.99). Although "trained or active people" increased range of motion (ES = 0.43; p < 0.001) "untrained and sedentary" individuals had significantly (p = 0.005) higher magnitude range of motion changes (ES = 1.042; p < 0.001). There were no detected differences between sex and contraction type. Meta-regression showed no effect of age, training duration, or frequency. CONCLUSIONS As resistance training with external loads can improve range of motion, stretching prior to or after resistance training may not be necessary to enhance flexibility.
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Affiliation(s)
- Shahab Alizadeh
- School of Human Kinetics and Recreation, Memorial University of Newfoundland, St. John's Newfoundland and Labrador, St. John's, NL, A1C 5S7, Canada
| | - Abdolhamid Daneshjoo
- Department of Sport Injuries, Physical Education and Sport Sciences Faculty, Shahid Bahonar University, Kerman, Iran
| | - Ali Zahiri
- School of Human Kinetics and Recreation, Memorial University of Newfoundland, St. John's Newfoundland and Labrador, St. John's, NL, A1C 5S7, Canada
| | - Saman Hadjizadeh Anvar
- School of Human Kinetics and Recreation, Memorial University of Newfoundland, St. John's Newfoundland and Labrador, St. John's, NL, A1C 5S7, Canada
| | - Reza Goudini
- School of Human Kinetics and Recreation, Memorial University of Newfoundland, St. John's Newfoundland and Labrador, St. John's, NL, A1C 5S7, Canada
| | - Jared P Hicks
- School of Human Kinetics and Recreation, Memorial University of Newfoundland, St. John's Newfoundland and Labrador, St. John's, NL, A1C 5S7, Canada
| | - Andreas Konrad
- School of Human Kinetics and Recreation, Memorial University of Newfoundland, St. John's Newfoundland and Labrador, St. John's, NL, A1C 5S7, Canada.,Institute of Human Movement Science, Sport and Health, Graz University, Graz, Austria.,Technical University of Munich, Munich, Germany
| | - David George Behm
- School of Human Kinetics and Recreation, Memorial University of Newfoundland, St. John's Newfoundland and Labrador, St. John's, NL, A1C 5S7, Canada.
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Physical and psychological effects of neuromuscular integrative activity vs Pilates on sedentary females. J Bodyw Mov Ther 2023. [DOI: 10.1016/j.jbmt.2023.01.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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