Football Team Research Articles

Effect of Repetitive Head Impacts on Saccade Performance in Canadian University Football Players.

Investigate the effect of cumulative head impacts on saccade latency and errors, measured across two successive football seasons. Participants were acquired from a sample of convenience-one Canadian university football team. Head impacts were collected during training camp, practices, eight regular season games, and four playoff games in each season. Saccade measurements were collected at five time points-before and after training camp, at midseason, after regular season, and after playoffs. Two seasons following players from a single USports football team during practices and games. Players who completed a baseline saccade measurement and a minimum of one follow-up measurement were included in the study. A total of 127 players were monitored across two competitive seasons, including 61 players who participated in both seasons. Head impact measurements were collected using helmet-mounted sensors. Saccade latency and number of errors were measured using high-speed video or electro-oculography. On average, each head impact increased prosaccade latency by 5.16 × 10-3 ms (95% confidence interval [CI], 2.26 × 10-4-1.00 × 10-2, P = 0.03) and antisaccade latency by 5.74 × 10-3 ms (95% CI, 7.18 × 10-4-1.06 × 10-2, P = 0.02). These latency increases did not decrease between the two seasons; in fact, prosaccade latencies were 23.20 ms longer (95% CI, 19.40-27.14, P < 0.001) at the second season's baseline measurement than the first. The number of saccade errors was not affected by cumulative head impacts. Repetitive head impacts in Canadian university football result in cumulative declines in brain function as measured by saccade performance. Football organizations should consider implementing policies focused on reducing head impacts to improve player safety.

Comparison of force variables and dynamic strength index between age groups in elite young Brazilian football goalkeepers.

The application of muscle force is a determinant of football success as it is inherent to the motor control and sport. The aims of this study are: (1) to describe force variables Isometric Maximal Force (IMF), Concentric Peak Force (CPPF), and Dynamic Strength Index (DSI) in football goalkeepers from different age groups; (2) to compare these variables' behavior between those groups. The sample was formed by 19 youth players (15.97 ± 1.55 years old) from a first-division Brazilian football team. The CPPF and IMF variables were obtained through the Countermovement jump and isometric squat tests, respectively. For data collection, a force plate (Cefise, Brazil) was used with an acquisition frequency of 600 Hz and mono-axial. The DSI was calculated using the ratio between CPPF and IMF. For data analysis, the sample was separated into clusters by age. After the grouping, a descriptive analysis of the data and a comparison between the groups with p < 0.05. The sample was grouped into three groups (GA, GB, and GC) and one of the individuals did not enter the group, totaling 18 individuals in the analyzed sample. The comparison between the ages of the groups showed a significant difference and small and moderate effect size (ES), validating the cluster strategy. The CPPF and IMF variables showed increased values according to chronological age. CPPF showed a significant difference between GA-GB, (ES = very large) GA-GC (ES = very large), and GB-GC (ES = moderate). The IMF variable had significant differences between GA-GB (ES = moderate) and GA-GC (ES = very large). However, DSI showed significant differences only between GA GB (ES = small) and GB-GC (ES = very large). The CPPF and IMF variables had constant increases and distinct values with an increase according to age, and this did not occur for DSI. The difference between CPPF and IMF compared to DSI bring to light the variability in dynamics and proportionality between muscular force in the concentric phase and maximal force in the isometric regime during the developmental process over chronological age in soccer goalkeepers.

Identity fusion is associated with outgroup trust and social exploration: Evidence for the fusion-secure base hypothesis.

Identity fusion - a powerful form of group alignment - is a strong predictor of using violence to defend the ingroup. However, recent theorizing suggests, in the absence of outgroup threat, fusion may instead promote intergroup trust and cooperation. Across five studies we find evidence that fusion to a range of groups (e.g., country, football team) was consistently positively associated with a willingness to trust others generally, trust outgroup members, and social exploration. An internal meta-analysis indicated that fusion was more strongly associated with trust and social exploration, compared to several measures of group identification. These findings provide support for the fusion-secure base hypothesis (Personality and Social Psychology Review. 2023, 27(2), 107-127) and suggest that fusion has the potential to increase a willingness to interact with, and trust, outgroup members.

Differences between 48 and 72-hour intervals on match load and subsequent recovery: a report from the Brazilian under-20 national football team

PurposeTo compare the external and internal load and subsequent recovery of football players after international tournament matches separated by 48 h vs. 72 h.MethodsA total of 14 male football players from the Brazilian National Team, competing in the 2019 South American Under-20 Championship, participated in the study. Match load was quantified using GPS variables and perceived exertion ratings (1). Additionally, before and 13–15 h after each match, players answered questions about the number of hours and quality of sleep, recovery status, and muscle soreness (0–10) and provided a blood sample for creatine kinase and reactive C-protein analysis. Values of all variables were compared between matches played with 48-h intervals (matches 1–4) and 72-h intervals (matches 5–8).ResultsNo significant differences in performance or perceptual parameters were observed between matches (p = 0.136–0.953). However, CK was higher in matches 1–4 compared to matches 5 and 6; and ΔPCR was higher in matches 2 and 3 compared to matches 5 and 6, and in match 4 compared to matches 5 and 8.ConclusionsAfter matches with a 48-h rest interval, players showed increased markers of inflammation and muscle damage compared to matches with a 72-h rest interval.

PHYSICAL ATTRIBUTES OF YOUNG FOOTBALL PLAYERS IN CORRELATION WITH THEIR PLAYING POSITIONS

The aim of this study is to examine the differences in height, weight, and body mass index values among young amateur football players according to their positions and try to put forth the significance of these differences in talent selection and in establishing a general anthropometric profile of a football team. A total of 121 youth football players from the Nevşehir U17 amateur league in Türkiye participated in the research, during which their body height, weight, and Body Mass Index (BMI) were measured. When the study results were examined, goalkeepers obtained better values in the height variable compared to defenders, midfielders, and forwards. The lowest height values were found among midfield players, while defenders and forwards had similar values. In terms of weight variable, goalkeepers were found to have higher weight compared to players in other positions. Midfielders had the lowest weight among the groups. As for the body mass index variable, goalkeepers again reached the highest values, while midfielders had the lowest values. These findings indicate that the anthropometric characteristics of players at the U17 level vary depending on their playing positions. This observation suggests that the anthropometric features of players may differ based on the tactical aspects of the game. Football practitioners can leverage these study findings to gain a comprehensive understanding and interpretation of anthropometric characteristics and their implications for player positions. Furthermore, this knowledge can aid in providing tailored training programs aimed at evaluating and enhancing soccer-specific skills in relation to these factors. Awareness of these observed differences could also contribute to the early selection of promising players.

Examination of the Relationship Between MaxVo2 Values and Various Parameters of Football Players Playing in Amateur Football Team

Football has been a sport that has been followed with interest from past to present and has attracted the masses. The game of football, played within the framework of certain rules, has also become a large sector in terms of sports economy. It is stated that the highest level of performance and all physiological characteristics should be analyzed in the football branch, as it consists of various movement sequences and includes versatile skills. In the literature, performance is defined as the score obtained from physical, physiological and biomotor data. In this context, this study aims to examine the relationship between MaxVo2 values and Various Parameters of football players playing in an amateur football team. In the study where the relationship between MaxVo2 values of football players and various parameters was examined, the correlational method, one of the quantitative research methods, was used. The research group consists of football players playing for Ağasar Çepni Football Club in the Trabzon 1st Amateur Football League. Average age of participants; 26.06±4.56, average height; 175.17±5.74, body weight (kg); It consists of 18 volunteer football players whose age is 73.79±11.11. SPSS.22 program was used in the statistical analysis of the data. Descriptive analyzes of football players were calculated as mean and standard deviation. Relationships between variables were determined using the Pearson correlation test. The significance level was taken as p

Pengaruh Latihan Shuttle Run Terhadap Kelincahan Pemain Sepak Bola Ampel Putra

In football there are many movements in playing, therefore an important factor that needs to be honed is agility. From the observations that have been made by researchers, the Ampel Putra football team is still in the process of coaching, many players have slow movements, so it is easy for opponents to pass when defending, and it is also easy for opponents to stop when carrying the ball, because basically players with slow movements are very easy to read their movements. Because of this, the researcher made a decision by examining by giving the treatment of shuttle run training, which later whether there was an effect of shuttle run training on the agility of Ampel Putra football players. This study uses a one group pretest-posttest design method and data collection using the illinois agility test, the sample taken is 20 Ampel Putra football players. From the results of the research obtained, the data were tested for normality first with the Liliefors test. The results obtained are Lcount &lt;Ltable with the numbers obtained in the pre-test showing Lcount 0,157 and Lcount post-test 0,091 while the Ltable of both is 0.190 with this data, both are normally distributed. In the homogeneity test results using the f test the results obtained are from the number of samples of 20 getting a value of fcount 1.062 while ftable 2.168 with these data, the data is declared homogeneous because the fcount obtained &lt; ftable . Hypothesis testing in this study using the t test. The statistical results obtained are sig.2 paired showing the number significant level so that is rejected which indicates a change and also a significant increase. From this study it can be concluded that shuttle run training is very good for increasing the agility of football players.

LATVIAN FOOTBALL FANS ATTITUDES, INTENTIONS AND BEHAVIORS TOWARDS SPORT LICENSED PRODUCTS

The current research show first part of brand architecture and brand association, how are integrated to examine the role of the league brand on the relationship between the role of league brand consumer's support for individual teams is important for the successful management and marketing with licensed products of both leagues and teams. As this paper will show, professional sports teams unite to produce a league product that, while initially produced to provide entertainment for spectators, is now sold to four distinct groups: fans, associations, communities, and corporations. Justification and aim of the study. Income from licensed products is considered particularly important for football teams survival around the world. To date the research on the perceptions of sport team fans on the licensed football team products is scarce and particularly in the Baltics countries. In this line the present study was set to investigate the purchase intentions and behaviors towards licensed products as well as perceptions of experience, aesthetics and word of mouth for Latvian football fans. Material and methods. A self-completed online questionnaire was used for the purposes of the research and a total sample of 54 football team fans in Latvia was collected. Descriptive statistics, including frequencies, percentages, means, medians, standard deviations were calculated, Cronbach's α coefficient was also used to explore the reliability of the constructs. The analysis was run using the statistical program SPSS. Conclusions. The results revealed average purchase intentions and experience from the licensed products, while aesthetics and word of mouth were evaluated higher. The majority of the participants had bought licensed products of their favorite team. This study contributes to the existing theory and offers practical implications particularly for football teams that aim to increase their income by investing in the licensed merchandise.

Racism and black male student-athlete experiences in a Canadian University

ABSTRACT This study investigates anti-Black racism and the experiences of Black male student-athletes. Specifically, using counter-stories we examine Teshawn’s experiences as a Black male former student-athlete on the varsity football team. In doing so, we also draw on the experiences of other Black student-athletes through a publicly commissioned report detailing incidents of anti-Black racism at the same university. The first composite counter-story ‘Get Out of the Drill!’ highlights racism by the white coaches and the implications for Black student-athletes in their current and future athletic opportunities. The second story, ‘Don’t Listen to Them. Block the Noise!’ highlights racism by the white coaches and white teammates and the negative implications it has on the Black male student-athletes’ academic success. Finally, the third story ‘Racist Jokes and Slurs are Never-ending’ emphasizes the declining mental health and fatigue of Black male student-athletes as reports of racism are ignored and mishandled by the institution.

Sports brand love 2.0 in the context of football teams

ABSTRACT This paper examines the antecedents of brand love of football team fans, as well as the predictive role of its dimensions in behavioural intentions that would help us understand why fans come to “love” their teams and what they can do to demonstrate that love. Using a sample of 557 fans of a Mexican sports team and structural equations, this paper proposes a theoretical framework related to the brand love of fans’ football teams. The results show that (1) social identity, social media dependency, hedonic emotions, advertising expenditure perceptions, and trust influence the building of a brand love; and (2) this brand love influences the offline and online behaviour and fan commitment. Additionally, brand associations influence hedonic emotions, except for the effect of coach perceptions. The study provides important implications for sports team managers, offering evaluative and analytical tools to help manage the team's brand and cultivate strong and lasting relationships with the team's fans. There are three main contributions: (1) contribution to the study of the influence of brand associations on hedonic emotions, (2) integrated study of the influence of brand associations, hedonic emotions, advertising investment and trust on brand love, and (3) analysis of the effects of brand love on offline and online behavioural intentions, and commitment.

Tactics analysis and evaluation of women football team based on convolutional neural network

In order to realize the process of player feature extraction and classification from multi-frequency frame-changing football match images more quickly, and complete the tactical plan that is more conducive to the game, this paper puts forward a method for analyzing and judging the tactics of women’s football team based on Convolutional Neural Network (CNN). By extracting the players’ performance in recent training and competition from continuous video frame data, a multi-dimensional vector input data sample is formed, and CNN is used to analyze the players’ hidden ability before the game and the players’ mistakes in different positions on the field to cope with different football schedules. Before the formal test, 10 games of 2021–2022 UEFA Women’s Champions League were randomly selected and intercepted to train the CNN model. The model showed excellent accuracy in the classification of image features of various football moves and goal angles, and the overall classification accuracy of each category exceeded 95%. The accuracy of classifying a single match is above 88%, which highlights the reliability and stability of the model in identifying and classifying women’s football matches. On this basis, the test results show that: according to the analysis of players’ personal recessive ability before the game, after model image recognition and comparison, the difference between the four scores of players’ personal recessive ability with CNN mode and the manual score of professional coaches was smaller, and the numerical difference was within the minimum unit value, and the numerical calculation results were basically the same. According to the analysis of players’ mistakes in different positions on the field, CNN was used to monitor the real-time mistakes. It was found that the two players in the forward position made the highest mistakes, and they were replaced by substitute players at 73.44 min and 65.28 min after the team scored and kept the ball, respectively. After the substitute players played, the team’s forward position mistake rate decreased obviously. The above results show that CNN technology can help players get personal recessive ability evaluation closer to professional evaluation in a shorter time, and help the coaching team to analyze the real-time events better. The purpose of this paper is to help the women’s football team complete the pre-match tactical training, reduce the analysis time of players’ mistakes in the game, deal with different opponents in the game and improve the winning rate of the game.

Football team training algorithm: A novel sport-inspired meta-heuristic optimization algorithm for global optimization

A more efficient optimization algorithm has always been the pursuit of researchers, but the performance of the current optimization algorithm in some complex test functions is not always satisfactory. In order to solve this problem, a new meta-heuristic optimization algorithm—Football Team Training Algorithm (FTTA) is proposed according to the training method of the football team, which simulates the three stages of the training session: Collective Training, Group Training and Individual Extra Training. By the test on two groups of test functions, CEC2005 and CEC2020, the proposed optimization algorithm (FTTA) achieves the best results, which far exceeds the traditional Grey Wolf Optimization (GWO), Whale Optimization Algorithm (WOA) algorithms and so on. In the engineering application, a new hybrid wind speed prediction system is proposed based on FTTA. The FTTA is used to optimize variational mode decomposition (VMD) to improve the effect of data denoising. At the same time, based on unconstrained weighting algorithm, FTTA and combination prediction model build a new hybrid prediction strategy. Through the experiments on four groups of wind speed data in Dalian, the accuracy, stability, advancement, and CPU running speed of the system are verified. It is obvious that the practical application ability of the system is much better than previous methods, which can effectively improve the utilization efficiency of renewable energy.

Dr. Vasfi Samim (1905-1981): A successful veterinarian, artist and sportsman in Albania

This biographical research aims to reveal the professional life and scientific works of Dr. Vasfi Samim. Dr. Vasfi Samim (1905–1981) was an internationally renowned Albanian veterinarian registered in the Ottoman State Register, who has been considered as an accomplished veterinarian, zootechnist, artist as well as sportsman in Albania. After graduating from the Higher Veterinary School (Baytar Mekteb-i Alisi) in Istanbul in 1927, Dr. Vasfi Samim completed his doctorate in the field of veterinary zootechny at the Berlin Higher Veterinary School in 1931. Upon returning to his country, he provided the structuring and development of animal health, breeding and zootechnical disciplines at international standards through serving important administrative duties. Dr. Vasfi Samim has 27 scientific articles on veterinary infectious diseases, animal breeding, selection, and crossbreeding as well as 11 books with social, cultural and political themes, 16 stories, 43 essays, and 23 theater works. He also played in Fenerbahçe, one of Türkiye’s well-established sports clubs, and in Albanian football teams, and became an exemplary role model by being a manager in the national and international promotion and development of Albanian sports. Dr. Vasfi Samim should be remembered as an influential veterinarian, and an intellectual personality for the region he was grown in and for the world.

LA NUOVA CONFORMAZIONE DEGLI ASSETTI ORGANIZZATIVI PER LE SQUADRE DI CALCIO PROFESSIONISTICHE. UNA SFIDA PER LA CREAZIONE DI UNA CORPORATE GOVERNANCE IN GRADO DI RISPETTARE I NUOVI PARAMETRI FINANZIARI DEL FINANCIAL SUSTAINABILITY REGULATIONS

The paper examines the sports legal profile, accounting and corporate issues of football teams and the innovations introduced by the New Bankruptcy Code (Codice della Crisi) in the area of organizational and administrative structures, with the aim of identifying the characteristics of the business management that a professional football team must have in order to comply with the economic-financial rules introduced by national and EU sports legislation, as well as those required by the new article 2086 of the ICC.

Risk of Low Energy Availability in New Zealand National Team and U20 Female Football Representatives

Background: Rates of low energy availability (LEA) in female footballers range from 12% to 66%, studies are limited, and no research has yet looked at the prevalence of LEA in a cohort of international players. Due to the negative consequences of LEA, more research is needed for a thorough investigation into prevalence rates and the associated risk factors of LEA within international environments. Methods: Twenty-two members of the New Zealand under 20 (U20) and National Women’s football teams (20.8 ± 3.5 years) participated in this study. Participants completed an online questionnaire composed of five independent validated surveys to assess LEA risk (Low Energy Availability in Females Questionnaire), eating disorder risk (Eating Disorder Examination Questionnaire), sleep quality (Athlete Sleep Score Questionnaire), nutrition knowledge, (Abridged Sport Nutrition Questionnaire), and mood (Profile of Mood States Questionnaire). Results: 59.1% (n = 13) of participants were identified as being at risk of problematic LEA. Players reporting menstrual disturbances (amenorrhea or oligomenorrhea) were 2.25 times more likely to be at risk of LEA than those who did not report a menstrual disturbance. Menstrual status (R = −.46, p = .030) and Profile of Mood States Questionnaire (r = −.46, p = .032) were significantly and positively associated with risk of LEA (R = −.46, p = .030). Conclusions: A significant proportion (59.1%) of players in the New Zealand national and U20 female football team are at risk of LEA. The positive and predictive relationship observed between mood disturbances, menstrual status, and risk of LEA suggests that regular monitoring of mood and menstrual cycle health may be used for the early identification of problematic LEA in national-level female footballers in New Zealand.

Technical and tactical evolution of the offensive team sequences in LaLiga between 2008 and 2021. Is Spanish football now a more associative game?

The aim of this investigation was to study the technical and tactical evolution of the offensive team sequences in the Spanish football teams from 2008/09 to 2020/21. A comparative analysis including twelve variables related to the development of offensive sequences in 4940 matches was performed from 2008/09 to 2020/21 seasons of the Spanish professional football league (LaLiga). All match observations were recorded using a validated video tracking system. Multilevel linear mixed models were used to examine the differences across seasons, considering the effects of contextual variables. The number of passes per sequence (2.4 [CI: 2.2-2.5] vs 3.2 [CI: 3.0-3.4]; +33.3%), the passing accuracy (72.1 [CI: 70.6-73.5] vs 76.9 [CI: 75.4-78.3]%; +6.8%) and the average duration of the team sequences (6.4 [CI: 5.9-6.8] vs 8.3 [CI: 7.8-8.7] seconds; +25.76%) showed a small increasing trend over the seasons (P < 0.05). In contrast, variables such as the direct speed of progression (2.2 [CI: 2.1-2.3] vs 1.6 [CI: 1.5-1.7] metres/second; -24.5%), key passes (8.1 [CI: 7.6-8.5] vs 6.8 [CI: 6.3-7.2]; -15.8%), and the sequences that ended in the attacking third (64.8 [CI: 62,7-66.8] vs 57.1 [CI: 55.1-59.2]; -11.7%) or in a shot (13.0 [CI: 12.4-13.6] vs 10.2 [CI: 9.6-10.8]; -21.6%) showed a small decreasing trend from 2008/09 to 2020/21 (P < 0.05). Spanish professional football teams slightly evolved technically and tactically towards a more associative style of play that includes longer passing sequences. This evolution also involved a decreasing speed of progression and fewer technical actions such as through balls, key passes and shots.

Effect of the phase of the season and contextual variables on match running performance in Spanish LaLiga football teams.

This study aimed to examine the intra-season variation and the effects of contextual variables on total distance (TD), high-intensity running distance (HIRD) and high-speed distance (HSD) covered by Spanish football teams. The sample included 20 professional teams that competed in the Spanish LaLiga during the 2021-2022 season. Data were recorded using the TRACAB (ChyronHego, New York, USA) multicamera computerized optical tracking system. Multilevel linear mixed models were used to examine the effects of five contextual variables (1: phase of the season in six periods, 2: match location, 3: opponent ranking, 4: team ranking and 5: congested schedule) on TD, HIRD and HSD. Teams increased the running performance from period 1 to 5 of the season in TD (+2.2%; P < 0.05) and from period 1 to 4 in HIRD (+7.2%; P < 0.05), while a declining effect was found in period 6 for both TD (-1.2%; P < 0.05) and HIRD (-5.8%; P < 0.05). More HIRD (+1.5) and HSD (+5.3) were covered at home (P < 0.05), and more TD and HIRD were covered when playing against opponents ranked in the first (+2.4% and +5.3%, respectively; P < 0.05) and second quartile (+1.2% and +5.0%, respectively; P < 0.05), compared to teams from the fourth quartile. Football coaches and fitness specialists should note that running performance of Spanish teams increased throughout the season, but it declined during the last matches of the competition. Additionally, home matches and highranked opponents elicited higher running demands.

Leisure Aspect of the Everyday Life of Factory Workers in Yelysavethrad at the Turn of the 19th–20th centuries

The article highlights the development of the leisure aspect of the everyday life of factory workers in Yelysavethrad at the turn of the 19th–20th centuries, characterizes its forms, qualitative content and specifics. It has been established that the leisure culture of Yelysavethrad workers in the late nineteenth century was dominated by destructive activities and habits typical of the working communities of industrial cities of the Naddniprianshchyna. With the intensification of industrial production at the turn of the century and the attention drawn to the situation of the working community during the events of the Russian Revolution of 1905–1907, the germs of recreational infrastructure began to appear in the city, creating an alternative for workers in the form of constructive, life-affirming forms of recreation — reading periodicals and literature, visiting the circus, enjoying theatre, football, etc. To a large extent, this trend was influenced by the owners of enterprises and their administration, rather than by representatives of the city government. The expansion of enterprises and production teams and their increased economic prosperity in the early twentieth century made it possible to invest in improving the socio-economic and cultural level of the working community. The cultural and leisure sphere was best organised at the largest enterprise in the city, the R. and T. Elworthy’s Plant of Agricultural Machinery. In 1905, the owner created the «People’s House» at the enterprise, which served as a hall for public performances and theatrical performances of the local drama group, dances; there was a bowling alley and a factory library. The company had an amateur orchestra, a cycling club and its own football team. In addition to this, the author has made an attempt to create a periodisation of the development of workers’ leisure in Yelysavethrad, based on the chronology of the quantitative and qualitative expansion of its main elements.

Augmented Basking in Reflected Glory? A Case Study of Psychological Mechanisms Underlying Sport Fans’ Augmented Reality Filters

Among all the innovative applications of immersive technologies in the sport industry, augmented reality (AR) has demanded more scholarly attention. Particularly, using AR face filters that layer computer-generated visual effects over the physical world on mobile devices became a valued marketing tactic that brands employed to attract fans. Yet, limited empirical evidence has explored the effect of AR on sport fans’ digital fandom. Through an online quasi-experiment (N = 250) following a 2022 FIFA World Cup match between the U.S. and U.K. soccer (e.g., association football) teams, data suggest an important role of BIRGing (basking in reflected glory) in influencing fans’ AR filter use. Specifically, fans with a stronger tendency to bask in reflected glory elicited a higher perception of affiliation and enjoyment, which tended to be more likely to use AR. These effects were heightened when fans’ team identification was higher and they believed their team performed better. Theoretical and practical implications were addressed accordingly.

Predicting sports performance of elite female football players through smart wearable measurement platform.

Recent development of information technology and wearable devices has led to the analysis of multidimensional sports information and the enhancement of athletes' sports performance convenient and potentially more efficient. In this study, we present a novel data platform tailored for capturing athletes' cognitive, physiological, and body composition data. This platform incorporates diverse visualization modes, enabling athletes and coaches to access data seamlessly. Fourteen elite female football players (average age=20.6±1.3years; 3 forwards, 5 midfielders, 4 defenders, and 2 goalkeepers) were recruited from National Taiwan Normal University, Taiwan, as the primary observational group, and 12 female university students without regular sport/exercise habits (average age=21.6±1.3years) were recruited as control group. Through multidimensional data analysis, we identified significant differences in limb muscle mass and several cognitive function scores (e.g., reaction times of attention and working memory) between elite female football varsity team and general female university students. Furthermore, 1-month heart rate data obtained from wearable devices revealed a significant negative correlation between average heart rate median and cognitive function scores. Overall, this study demonstrates the potential of this platform as an efficient multidimensional data collection and analysis platform. Therefore, valuable insights between cognitive functions, physiological signals and body composition can be obtained via this multidimensional platform for facilitating sports performance.