Frontiers in Sports and Active Living最新文献

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Performance analysis using the classification composition and match records in wheelchair basketball matches. 轮椅篮球比赛分类组成及比赛记录的成绩分析。
IF 2.3
Frontiers in Sports and Active Living Pub Date : 2025-04-28 eCollection Date: 2025-01-01 DOI: 10.3389/fspor.2025.1542023
Seunghun Lee, Min-Chang Kim
{"title":"Performance analysis using the classification composition and match records in wheelchair basketball matches.","authors":"Seunghun Lee, Min-Chang Kim","doi":"10.3389/fspor.2025.1542023","DOIUrl":"https://doi.org/10.3389/fspor.2025.1542023","url":null,"abstract":"<p><strong>Introduction: </strong>This study provides essential information for wheelchair basketball coaches and players to enhance tactical applications and training for improved performance. By examining the latest trends in sports classification and performance factors influencing game outcomes, this study presents a comparative analysis across different levels of international wheelchair basketball play.</p><p><strong>Methods: </strong>To achieve this objective, major game factors were examined by analyzing descriptive statistics from each year regarding recent trends in sports class composition and the playing time of each class, followed by group difference tests. A total of 209 official game records from 24 teams participating in major international wheelchair basketball tournaments were analyzed. Group differences were tested in terms of sports class composition, playing time, and performance metrics.</p><p><strong>Results: </strong>First, scoring factors directly affecting game results were compared between groups. The difference test showed that the success rates of 2-point (50.73%) and 3-point (31.41%) shots differed significantly, while the free throw success rate did not. Significant differences were also found in the number of assists (22.94), defensive rebounds (27.38), and steals (5.95). Second, the medal group was compared with the non-medal group. The average sports class composition per quarter was significantly higher in the medal group (1QSC: 14.00, 2QSC: 13.96, 3QSC: 13.98, 4QSC: 13.96) than in the other group (1QSC: 13.89, 2QSC: 13.89, 3QSC: 13.85, 4QSC: 13.88). In terms of playing time differences by class, medal group players showed longer participation: 2.5-point (22:21), 4.0-point (14:46), 3.0-point (19:05), and 1.5-point (16:15). Third, from 2012 to 2022, trends in sports class composition and quarterly playing time have evolved. In 2022, the average playing time of 1.5-point and 4.0-point athletes decreased by about 4 min compared to 2012, while the playing time of 4.5-point athletes increased by approximately 5 min and that of 3.0-point athletes increased by about 2 min.</p>","PeriodicalId":12716,"journal":{"name":"Frontiers in Sports and Active Living","volume":"7 ","pages":"1542023"},"PeriodicalIF":2.3,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12066425/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143967794","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Relationship between transformational leadership and positive youth development in Japanese sports. 日本体育界变革型领导与青少年积极发展的关系。
IF 2.3
Frontiers in Sports and Active Living Pub Date : 2025-04-25 eCollection Date: 2025-01-01 DOI: 10.3389/fspor.2025.1569274
Saori Nakayama, Makoto Izawa
{"title":"Relationship between transformational leadership and positive youth development in Japanese sports.","authors":"Saori Nakayama, Makoto Izawa","doi":"10.3389/fspor.2025.1569274","DOIUrl":"https://doi.org/10.3389/fspor.2025.1569274","url":null,"abstract":"<p><strong>Introduction: </strong>This study examined the relationship between transformational leadership (TFL) behaviors of coaches and positive youth development (PYD) outcomes in Japanese youth sports settings. Research has shown associations between TFL and various athlete outcomes in Western sports contexts. However, limited attention has been paid to how cultural factors shape these relationships in East Asian settings, particularly within Japanese sports culture that emphasizes hierarchical relationships and collectivist values.</p><p><strong>Methods: </strong>The study included 112 first-year undergraduate students from a sports science program at a Japanese university. Athletes' perceptions of their coaches' TFL behaviors and PYD outcomes were assessed using the Differentiated Transformational Leadership Inventory for Youth Sport (DTLI-YS) and the Youth Experience Survey for Sport (YES-S).</p><p><strong>Results: </strong>Correlation analyses revealed a particularly strong association between high performance expectations and initiative (<i>r</i> = .53, <i>p</i> < .01), notable when compared to American research where correlations between PYD outcomes and TFL dimensions were typically weaker (<i>r</i> = .11 - .43). Regression analyses further showed that high performance expectations were significantly associated with both goal setting (<i>β</i> = .29, <i>p</i> < .05) and initiative (<i>β</i> = .39, <i>p</i> < .01). Analysis by competition level revealed significant differences in initiative (<i>F</i> = 4.07, <i>p</i> < .01, <i>η</i>² = .10) and total YES-S scores (<i>F</i> = 2.75, <i>p</i> < .05, <i>η</i>² = .07).</p><p><strong>Discussion: </strong>These findings contribute to understanding how cultural context shapes the relationship between coaching leadership and youth development in sports. While the prominence of high performance expectations reflects Japanese sports culture's emphasis on discipline and collective achievement, results suggest the importance of incorporating a more balanced leadership approach that includes elements beyond high performance expectations to foster comprehensive athlete development.</p>","PeriodicalId":12716,"journal":{"name":"Frontiers in Sports and Active Living","volume":"7 ","pages":"1569274"},"PeriodicalIF":2.3,"publicationDate":"2025-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12062081/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143997498","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Agility development in youth soccer: the efficacy of fixed-role small-sided games. 青少年足球敏捷性发展:固定角色小型比赛的有效性。
IF 2.3
Frontiers in Sports and Active Living Pub Date : 2025-04-25 eCollection Date: 2025-01-01 DOI: 10.3389/fspor.2025.1593906
Ioan Neag, Ion Mihaila, Leonard Julien Fleancu, Maura Stancu, Vladimir Potop, Dumitru Barbu, Laurian-Ioan Păun, Ilie Mihai
{"title":"Agility development in youth soccer: the efficacy of fixed-role small-sided games.","authors":"Ioan Neag, Ion Mihaila, Leonard Julien Fleancu, Maura Stancu, Vladimir Potop, Dumitru Barbu, Laurian-Ioan Păun, Ilie Mihai","doi":"10.3389/fspor.2025.1593906","DOIUrl":"https://doi.org/10.3389/fspor.2025.1593906","url":null,"abstract":"<p><strong>Purpose: </strong>This study aimed to evaluate the impact of Fixed-Role Small-Sided Games (FRSSGs) on youth soccer players' agility and its components: reaction time, linear speed, and change-of-direction speed (CODS).</p><p><strong>Methods: </strong>Thirty-one male U-12 regional soccer players were randomly assigned to the FRSSG group (<i>n</i> = 16; age: 10.63 ± 0.48 years) or the control group (CON) (<i>n</i> = 15; age: 10.89 ± 0.31 years). The intervention program lasted 18 weeks. Pre- and post-intervention tests assessed reaction time, linear sprint speed (10 m and 20 m), CODS (505 and zig-zag tests with/without the ball), and agility (Y-shaped with/without the ball and multiple-signal tests). Statistical analysis included paired <i>t</i>-tests, repeated measures ANOVA, and effect sizes (Cohen's d).</p><p><strong>Results: </strong>Significant baseline differences were observed between groups in 10-meter linear speed, and zigzag test performance (<i>p</i> < .05). Within-group improvements were observed for the FRSSG group in the 505 Test (-6.85%, <i>p</i> < .001, <i>d</i> = 1.375), Zigzag Test (-10.77%, <i>p</i> < .001, <i>d</i> = 2.148), CODS Zigzag Ball Test (-9.42%, <i>p</i> < .001, <i>d</i> = 1.434), Y-shape Ball Test (-9.49%, <i>p</i> < 0.001, <i>d</i> = 2.195), and Agility Multi-signal Test (-8.42%, <i>p</i> = .002, <i>d</i> = 0.821). Significant between-group differences favoring FRSSG were found for the 505 Test (<i>p</i> = 0.005, <i>η</i> <sup>2</sup> = 0.038), Zigzag Test (<i>p</i> < .001, <i>η</i> <sup>2</sup> = 0.435), CODS Zigzag Ball Test (<i>p</i> = 0.004, <i>η</i> <sup>2</sup> = 0.04), and Y-shape Ball Test (<i>p</i> = 0.006, <i>η</i> <sup>2</sup> = 0.027).</p><p><strong>Conclusion: </strong>FRSSGs have been shown to effectively enhance agility and change of direction speed, both with and without the ball, in youth soccer players.</p>","PeriodicalId":12716,"journal":{"name":"Frontiers in Sports and Active Living","volume":"7 ","pages":"1593906"},"PeriodicalIF":2.3,"publicationDate":"2025-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12061991/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143977241","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
COVID-19 and the impact of physical activity on persistent symptoms. COVID-19和体力活动对持续症状的影响。
IF 2.3
Frontiers in Sports and Active Living Pub Date : 2025-04-24 eCollection Date: 2025-01-01 DOI: 10.3389/fspor.2025.1560023
Lauren E Opielinski, Toni D Uhrich, Michael H Haischer, Rachel N Beilfuss, Lindsey M Mirkes Clark, Kamryn M Kroner, Rachel E Bollaert, Michael J Danduran, Linda B Piacentine, Marie Hoeger Bement, Paula E Papanek, Sandra K Hunter
{"title":"COVID-19 and the impact of physical activity on persistent symptoms.","authors":"Lauren E Opielinski, Toni D Uhrich, Michael H Haischer, Rachel N Beilfuss, Lindsey M Mirkes Clark, Kamryn M Kroner, Rachel E Bollaert, Michael J Danduran, Linda B Piacentine, Marie Hoeger Bement, Paula E Papanek, Sandra K Hunter","doi":"10.3389/fspor.2025.1560023","DOIUrl":"https://doi.org/10.3389/fspor.2025.1560023","url":null,"abstract":"<p><strong>Introduction: </strong>Physical activity is protective against chronic disease but whether activity is associated with persistent symptoms in non-hospitalized coronavirus disease 2019 (COVID-19) survivors is unknown. The purpose of the study was to determine the impact of the COVID-19 pandemic on physical activity levels and the influence of physical activity on acute COVID-19 and long COVID symptoms in non-hospitalized COVID-19 survivors.</p><p><strong>Methods: </strong>In total, 64 non-hospitalized COVID-19 survivors (45 female participants, 40 ± 18 years) were assessed for activity levels, body composition, and symptoms of COVID-19 8.5 ± 4.7 months post-infection and categorized into two groups: (1) persistent symptoms and (2) no symptoms at the time of testing. Furthermore, 43 of the 64 participants (28 female participants, 46 ± 18 years) completed a follow-up questionnaire online 51.0 ± 39.7 months (4.25 years) post-infection. A subset of 22 COVID-19 survivors (16 female participants, 35 ± 16 years) were matched for age, sex, and body mass index with healthy controls. Physical activity was quantified using (1) self-reported questionnaire (International Physical Activity Questionnaire; IPAQ-SF) at three time periods; prior to COVID-19 infection, at the time of laboratory testing (8.5 ± 4.7 months after infection), and during an online follow-up (51.0 ± 39.7 months, i.e., 4.25 years after infection); and (2) 7 days of wearing an ActiGraph accelerometer following laboratory testing.</p><p><strong>Results: </strong>Physical activity (IPAQ-SF) declined in COVID-19 survivors from pre-COVID-19 infection to 8.5 ± 4.7 months after infection [3,656 vs. 2,656 metabolic equivalent of task (MET) min/week, 27% decrease, <i>p</i> < 0.001, <i>n</i> = 64] and rebounded to levels similar to pre-COVID-19 infection at 4.25 years after infection (<i>p</i> = 0.068, <i>n</i> = 43). Activity levels quantified with accelerometry did not differ between COVID-19 survivors and controls. However, COVID-19 survivors who reported persistent symptoms 8.5 months after infection (<i>n</i> = 29) engaged in less moderate-vigorous physical activity and steps/day than those without persistent symptoms (<i>n</i> = 27) (37 vs. 49 MET min/day, <i>p</i> = 0.014 and 7,915 vs. 9,540 steps/day, <i>p</i> = 0.014)<i>.</i></p><p><strong>Discussion: </strong>Both COVID-19 survivors and matched controls reported reductions in physical activity indicating that lower levels of activity were likely due to the pandemic rather than COVID-19 infection alone. However, those who were most affected by COVID-19 infection with persistent symptoms had the greatest reductions in physical activity, even at ∼8 months and ∼4 years post-infection.</p>","PeriodicalId":12716,"journal":{"name":"Frontiers in Sports and Active Living","volume":"7 ","pages":"1560023"},"PeriodicalIF":2.3,"publicationDate":"2025-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12058785/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143969561","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Editorial: Stress in young people: sports and relaxation techniques for self-management of stress. 社论:年轻人的压力:自我管理压力的运动和放松技巧。
IF 2.3
Frontiers in Sports and Active Living Pub Date : 2025-04-24 eCollection Date: 2025-01-01 DOI: 10.3389/fspor.2025.1599062
Bernardeau-Moreau Denis, Oboeuf Alexandre, Nassif Nadim
{"title":"Editorial: Stress in young people: sports and relaxation techniques for self-management of stress.","authors":"Bernardeau-Moreau Denis, Oboeuf Alexandre, Nassif Nadim","doi":"10.3389/fspor.2025.1599062","DOIUrl":"https://doi.org/10.3389/fspor.2025.1599062","url":null,"abstract":"","PeriodicalId":12716,"journal":{"name":"Frontiers in Sports and Active Living","volume":"7 ","pages":"1599062"},"PeriodicalIF":2.3,"publicationDate":"2025-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12058486/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144019007","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of daily mindfulness fluctuations on sleep and recovery-stress states in elite level judoka: an observational study. 精英柔道运动员每日正念波动对睡眠和恢复应激状态的影响:一项观察性研究。
IF 2.3
Frontiers in Sports and Active Living Pub Date : 2025-04-24 eCollection Date: 2025-01-01 DOI: 10.3389/fspor.2025.1583058
Tim Birnkraut, Michael Kellmann, Sarah Jakowski
{"title":"Effect of daily mindfulness fluctuations on sleep and recovery-stress states in elite level judoka: an observational study.","authors":"Tim Birnkraut, Michael Kellmann, Sarah Jakowski","doi":"10.3389/fspor.2025.1583058","DOIUrl":"https://doi.org/10.3389/fspor.2025.1583058","url":null,"abstract":"<p><strong>Introduction: </strong>Sleep is a fundamental factor in an athlete's ability to sustain peak performance and endurance. Mindfulness, defined as a state of intentional, non-judgmental awareness of the present moment, has been linked to positive effects on sleep. The present study aims to investigate which recovery and sleep parameters are influenced by interindividual differences in mindfulness tendencies and intraindividual daily fluctuations in mindfulness.</p><p><strong>Methods: </strong>A two-week continuous monitoring study was conducted with 33 elite-level judoka (17 female, 16 male; age: <i>M</i> = 23.79, <i>SD</i> = 3.05) competing at the national and international level. Data collection included objective sleep monitoring via actigraphy and subjective monitoring through morning and evening self-report questionnaires. Sleep was analyzed as a function of both trait and daily mindfulness, as well as behavioral factors such as the number of training sessions, session intensity, and the implementation of recovery activities and naps.</p><p><strong>Results: </strong>Multilevel analyses revealed significant positive associations between mindfulness and qualitative subjective sleep parameters, as well as morning and evening recovery-stress states. Among the mindfulness facets, acting with awareness emerged as the strongest predictor. In terms of quantitative sleep parameters, mindfulness influenced both subjective and objective sleep latencies.</p><p><strong>Discussion: </strong>The findings suggest that mindfulness may play a key role in sleep regulation among athletes, particularly in enhancing perceived restfulness, improving recovery-stress states in the evening and morning, and facilitating the process of falling asleep. These results highlight mindfulness as a promising target for interventions aimed at improving subjective recovery and reducing sleep onset latencies through daily mindful behaviors. Furthermore, the study underscores the relative independence of qualitative and quantitative sleep parameters, suggesting they are influenced by distinct factors.</p>","PeriodicalId":12716,"journal":{"name":"Frontiers in Sports and Active Living","volume":"7 ","pages":"1583058"},"PeriodicalIF":2.3,"publicationDate":"2025-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12058686/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143963870","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design, validation, and reliability of the Bangor rugby assessment tool for evaluating technical and tactical skills in rugby union development pathways. 班戈橄榄球评估工具的设计、验证和可靠性,用于评估橄榄球联盟发展路径中的技术和战术技能。
IF 2.3
Frontiers in Sports and Active Living Pub Date : 2025-04-23 eCollection Date: 2025-01-01 DOI: 10.3389/fspor.2025.1568302
George C Lowe, Julian A Owen, Victoria M Gottwald, Eleri S Jones
{"title":"Design, validation, and reliability of the Bangor rugby assessment tool for evaluating technical and tactical skills in rugby union development pathways.","authors":"George C Lowe, Julian A Owen, Victoria M Gottwald, Eleri S Jones","doi":"10.3389/fspor.2025.1568302","DOIUrl":"https://doi.org/10.3389/fspor.2025.1568302","url":null,"abstract":"<p><strong>Introduction: </strong>Player profiling is fundamental to effective talent identification and development strategies. However, whilst anthropometric and physiological profiling is customary practice, effective evaluation of technical and tactical skills in team sports has arguable been overlooked, largely due to a lack of suitable measurement tools. Therefore, the aim of the present study was to design, validate, and test the reliability of a novel observational instrument for assessing technical and tactical skills in rugby union.</p><p><strong>Methods: </strong>The Bangor Rugby Assessment Tool (BRAT) was developed via the following three stages: (1) completion of a targeted literature search and expert focus group to inform initial item content; (2) Bayesian structural equation modelling (BSEM) to examine instrument factor structure; and (3) establishment of instrument reliability using intraclass correlation coefficients (ICC).</p><p><strong>Results: </strong>Results demonstrate excellent model fit (PPP = 0.511) and strong validity for both the technical and tactical factors. ICC values ranged from moderate to excellent, demonstrating good reliability (0.79).</p><p><strong>Discussion: </strong>The assessment tool offers a valid and reliable measure of technical and tactical aptitude within rugby union, whilst maintaining the requisite practical utility valued by practitioners.</p>","PeriodicalId":12716,"journal":{"name":"Frontiers in Sports and Active Living","volume":"7 ","pages":"1568302"},"PeriodicalIF":2.3,"publicationDate":"2025-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12055826/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143999126","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Editorial: Training in sports: the role of artificial intelligence and machine learning. 社论:体育训练:人工智能和机器学习的作用。
IF 2.3
Frontiers in Sports and Active Living Pub Date : 2025-04-23 eCollection Date: 2025-01-01 DOI: 10.3389/fspor.2025.1590162
Carlos Eduardo Gonçalves, Ernesto Costa
{"title":"Editorial: Training in sports: the role of artificial intelligence and machine learning.","authors":"Carlos Eduardo Gonçalves, Ernesto Costa","doi":"10.3389/fspor.2025.1590162","DOIUrl":"https://doi.org/10.3389/fspor.2025.1590162","url":null,"abstract":"","PeriodicalId":12716,"journal":{"name":"Frontiers in Sports and Active Living","volume":"7 ","pages":"1590162"},"PeriodicalIF":2.3,"publicationDate":"2025-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12055757/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143997526","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effects of group mindfulness intervention on high-level distance runners: a quasi-experimental study. 团体正念干预对高水平长跑运动员的影响:一个准实验研究。
IF 2.3
Frontiers in Sports and Active Living Pub Date : 2025-04-23 eCollection Date: 2025-01-01 DOI: 10.3389/fspor.2025.1556404
Bence Kelemen, Renátó Tóth, Ottó Benczenleitner, László Tóth
{"title":"Effects of group mindfulness intervention on high-level distance runners: a quasi-experimental study.","authors":"Bence Kelemen, Renátó Tóth, Ottó Benczenleitner, László Tóth","doi":"10.3389/fspor.2025.1556404","DOIUrl":"https://doi.org/10.3389/fspor.2025.1556404","url":null,"abstract":"<p><strong>Introduction: </strong>This study explored the impact of the Mindful Sport Performance Enhancement (MSPE) program, adapted for elite distance runners.</p><p><strong>Methods: </strong>Twenty Hungarian national and international-level athletes participated in a quasi-experimental design. The experimental group (<i>n</i> = 10) completed a six-week MSPE intervention, while the control group (<i>n</i> = 10) received no mental training. Psychological constructs, including flow, competitive anxiety, mindfulness, and emotion regulation, were assessed pre- and post-intervention.</p><p><strong>Results: </strong>Results showed significant improvements in the experimental group across most variables, particularly flow and cognitive anxiety, with no changes in the control group.</p><p><strong>Discussion: </strong>These findings highlight the effectiveness of a group-based mindfulness program in enhancing mental well-being and performance in elite runners. The scalable, structured format offers a practical alternative to traditional sports psychology approaches for high-performance athletes.</p>","PeriodicalId":12716,"journal":{"name":"Frontiers in Sports and Active Living","volume":"7 ","pages":"1556404"},"PeriodicalIF":2.3,"publicationDate":"2025-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12055820/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143997528","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Toward interpretable expected goals modeling using Bayesian mixed models. 使用贝叶斯混合模型建立可解释的预期目标模型。
IF 2.3
Frontiers in Sports and Active Living Pub Date : 2025-04-23 eCollection Date: 2025-01-01 DOI: 10.3389/fspor.2025.1504362
Loïc Iapteff, Sebastian Le Coz, Maxime Rioland, Titouan Houde, Christopher Carling, Frank Imbach
{"title":"Toward interpretable expected goals modeling using Bayesian mixed models.","authors":"Loïc Iapteff, Sebastian Le Coz, Maxime Rioland, Titouan Houde, Christopher Carling, Frank Imbach","doi":"10.3389/fspor.2025.1504362","DOIUrl":"https://doi.org/10.3389/fspor.2025.1504362","url":null,"abstract":"<p><p>Empowered by technological progress, sports teams and bookmakers strive to understand relationships between player and team activity and match outcomes. For this purpose, the probability of an event to succeed (e.g., the probability of a goal to be scored, namely, xG for eXpected Goals) provides insightful information on team and player performance and helps statistical and machine learning approaches predict match outcomes. However, recent approaches require powerful but complex models that need more inherent interpretability for practitioners. This study uses a Bayesian generalized linear mixed-effects model to introduce a simple and interpretable xG modeling approach. The model provided similar performance when compared to the StatsBomb model (property of the StatsBomb company) using only seven variables relating to shot type and position, and surrounding opponents (AUC = 0.781 and 0.801, respectively). Pre-trained models through transfer learning are suitable for identifying teams' strengths and weaknesses using small sample sizes and enable interpretation of the model's predictions.</p>","PeriodicalId":12716,"journal":{"name":"Frontiers in Sports and Active Living","volume":"7 ","pages":"1504362"},"PeriodicalIF":2.3,"publicationDate":"2025-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12055760/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143988166","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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