• Title/Summary/Keyword: Sport data analysis

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Changes of Setup Variables by the Change of Golf Club Length (골프 클럽의 길이 변화에 따른 준비 자세의 변화)

  • Sung, Rak-Joon
    • Korean Journal of Applied Biomechanics
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    • v.15 no.3
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    • pp.95-104
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    • 2005
  • To know the proper setup posture for the various clubs, changes of setup variables according to the change of golf club length was investigated. Swing motions of three male low handicappers including a professional were taken using two high-speed videocameras. Four clubs iron 7, iron 5, iron 3 and driver (wood 1) were selected for this experiment. Three dimensional motion analysis techniques were used to get the kinematical variables. Mathcad and Kwon3D motion analysis program were used to analyze the position, distance and angle data in three dimensions. The variables divided into three categories 1) position and width of anterior-posterior direction 2) position and width of lateral direction 3) angles and evaluated based on the theories of many good golf teachers. Major findings of this study were as follows. 1.The stance (distance between ankle joints) was increased as the length of the club increased but the increasing width was not large. It ranges from 5cm to 10cm and professional player showed small changes. 2. Forward lean angle of trunk was decreased (more erected) as the length of the club increased. It ranges from 30 degrees for iron7 to 25 degrees for driver. 3. Angle between horizontal and right shoulder were increased as the length of the club increased. It ranges from 10 degrees to 20 degrees and professional player showed small changes. 4. Anterior-posterior position of the shoulders were located in front of the foot for all clubs and the difference between the shoulder and knee position was decreased as the length of the club increased. 5. Anterior-posterior position of grip (hand) was located almost beneath the shoulders (2.5cm front) for iron7, but it increased to 10cm for the driver. This grip adjustment makes the height of the posture increased only 5cm from iron7 to driver. 6. Lateral position of grip located at 5cm left for the face of iron7, but it located at the right side (behind) for the face of driver. 7. Lateral position of the ball located at the 40%(15cm) of stance from left ankle for iron7 and located at the 10% (5cm) of stance for driver. 8. Head always located at the right side of the stance and the midpoint of the eyes located at the 37% of stance from the right ankle for all clubs. This means that the axis of swing always maintained consistently for all clubs. 9. Left foot opened to the target for all subject and clubs. The maximum open angle was 25 degrees. Overall result shows that the changes of the setup variables vary only small ranges from iron7 to driver. Paradoxically it could be concluded that the failure of swing result from the excessive changes of setup not from the incorrect changes. These findings will be useful for evaluating the setup motion of golf swing and helpful to most golfers.

Research on the Wearing Conditions of Rash Guard in Marine Leisure Activities (해양 레저활동에 따른 래시가드의 착용실태 연구)

  • Lee, Myung Hee
    • Fashion & Textile Research Journal
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    • v.14 no.6
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    • pp.977-982
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    • 2012
  • We investigated the characteristics of subjects in marine leisure activities and the wearing conditions of a rash guard through a consumer survey. The questionnaire examined the number of rash guards owned by different styles, wearing size, choice of rash guard compared with ordinary clothes, and the satisfaction in a rash guard (color, textile, size, quality, price, function, and design) using Likeret Scales. The subjects were 105 adult men and the data analysis utilized an SPSS 20.0 Package. The results were significant for wearing conditions correspondent with the marine leisure activities. More years of experience resulted in a higher number of rash guards owned. A higher level of participation in sport resulted in more different styles of rash guards. More years of experience resulted in an increase preference for tight rash guards. In the case of wearing L and XL size that selected the smaller rash guard over the ordinary clothes, it was evaluated at "satisfaction" level in color, textile, size, quality, function, design. In the case of wearing XS, S and M size that did the larger and same as ordinary, it was at "ordinary" level and bellow.

Sportswear Purchase Decision Factors and Brand Preference among College Students (대학생의 스포츠웨어 구매결정요인과 브랜드 선호도)

  • Kim, Ki-Han
    • Fashion & Textile Research Journal
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    • v.11 no.4
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    • pp.583-591
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    • 2009
  • The purpose of this study was to examine the sportswear purchase decision factors and brand preference of college students. The subjects in this study were 614 college students who were selected by cluster random sampling from Daegu and North Gyeongsang Province. The collected data were analyzed by crosstab analysis, and the findings of the study were as follows: If a sportswear company has college students as a target market, first, the company needs to consider design and utility. Second, the company needs to expand internet sale while maintaining a strategy for centering on speciality shop and department store as for a sale of sportswear. Third, the college students themselves have a right of choice according to purchasing sportswear. Thus, a distribution company requires a direct marketing strategy targeting college students. Fourth, simple design of adding a fashion trend is needed. Fifth, the sportswear company needs to expand production and sale in jumpers and trousers based on T-shirts. Sixth, color in sportswear needs to be composed of design based on gray or black color. In order for a sportswear company to be adjusted to the global market environment here after, it requires an effort to continuously grasp consumers' trend and to apply new design and color. Also, the company will be able to be equipped with competitive edge by producing diversely functional products that are demanded by the segmented market.

An Empirical Study on the Relationship between the Key Success Factors and the Usage Effect of the e-Sports Business (e스포츠 비즈니스의 주요 성공요인과 이용효과와의 관계에 관한 실증연구)

  • Lee, Kyung-Jin;Kim, Chang-Su
    • The Journal of Information Systems
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    • v.20 no.2
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    • pp.109-134
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    • 2011
  • The purpose of this paper is to present an overview of the characteristics of the e-sports business at a crucial point in the era of information and knowledge. That is, an investigation was conducted surrounding the key success factors of e-sports as a newly growing industry, and the relationship between the key success factors and the usage effect. In order to do this, the key success factors were extracted from interviews with e-sports experts in conjunction with a survey that was conducted to gather empirical data. The key points of the statistical analysis of the survey are as follows. First, the success factors of a policy do not have a significant effect on the usage. Second, some administrative success factors of the e-sports business include the distribution of e-sports in the form of franchise chain, the establishment of policies to prevent the excellent members of e-sports from seceding, making a good impression as a high-class sport, the frequent notice of the break-even point, and educating people on how to use the e-sports machine. Third, the development and distribution of excellent e-sports software was analyzed as a technical success factor of the e-sports business. Finally, there is no doubt that results of this study can be used to facilitate the growth of the e-sports business as a new industry related to the IT industry.

Ethical Perspectives in Studying the Participatory Behavior of Refugee Youth: The Case of Sports and Leisure Activities

  • KIM, Ji-hye
    • Journal of Research and Publication Ethics
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    • v.3 no.2
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    • pp.7-11
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    • 2022
  • Purpose: For several decades, there has been a variety of publications on refugee and enforced immigration studies, with the rising corpus of studies on obligatory displacement and sport reflecting relatively recent emphasis over the last decade. However, prior studies do not suggest and summarize regarding ethical perspectives in terms of participatory behavior of refugee youth in sports and leisure field. Research design, data and methodology: Unlike quantitative research method which tries to quantify the association between variables, the qualitative research design that was selected by the current study as a main methodology attempts to take a look at the current and past literature contents closely so that obtained datasets may be explanatory and abundant. Results: After thorough analysis, it was evident that in all research where ethical perspectives were utilized, there was increased participation in sports and leisure activities by the refugee youths, and it may be divided into three categories: culturally sensitive, contextual, and reflective ethics. Conclusions: The current research concludes that ethical perspectives are required to research refugee youth's participatory behavior in sports and leisure and many more ethical factors are aspired to, and they must be thoroughly evaluated before, throughout, and following the study.

A Study on the Authenticity, Job Satisfaction, Organizational Commitment, Quality of Life and Job Performance of the Business Sport Team Players

  • Min-Kyu, Choi;Kyung-Won, Byun
    • International Journal of Advanced Culture Technology
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    • v.10 no.4
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    • pp.181-189
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    • 2022
  • The purpose of this study is to verify study models and examine a causal relationship among authenticity, job satisfaction, organizational commitment, quality of life and job achievement for amateur business team player. In order to achieve the purpose, this study conducted structural equation model analysis for study models consisting of extraneous variables after examining the authenticity(organization, leader) that amateur business players perceive and endogenous variables including job satisfaction, organizational commitment, quality of life, and job performance. The object of questionnaires in this study selected sports business team players nationwide as a population and 348 players were chosen as final effective samples by applying a convenient sampling method for offline and online questionnaires. The research tool for this study is a questionnaire. The two dimensions of authenticity were used by developing a scale. For all endogenous variables, the scales used in previous studies were modified and used according to the purpose of the study. This study analyzed the collected data, applying SPSS Win ver. 23.0 and AMOS 20.0 programs in order to analyze the characteristics of the study objects, describe questionnaires, and verify selected study hypothesis, individual hypothesis was verified after identifying the reliability and validity of measurement model, and the fitness verification of study models. In the results, all of the 8 hypothesis were adopted and the reciprocal relationship among each factors in the study model were observed.

Managing Relationship Marketing between Football Club Organization, Players, and the Fans Club Community

  • Hidayat, Z.;Bagastara, Ian;Irawan, Rahmat Edi
    • Journal of Sport and Applied Science
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    • v.6 no.2
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    • pp.9-18
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    • 2022
  • Purpose: This research aims to analyze the relationship marketing between football club organizations, players, and the fans club community. Research design, data, and methodology: An ethnographic approach was used to observe for eight months in the community, interviews, and documents analysis in Bonek Mania community fans club and Persebaya, a football club management in Surabaya, Indonesia. Results: The results show that the management of the football club has maintained the football high-end brand image in the national league. Stakeholders have endeavored to build the values and shared meaning with the public and cohesively with Bonek Mania. The struggles and achievements are intended to maintain the local collective memory of Surabaya's patriotism as the "city of heroes." Sustainable relationships were built by professional football club managers, players, and the fans club to foster the spirit, economic resources, and sustainable development. Conclusions: This research implies that it can provide direction for the management of football clubs by paying attention to relationship marketing, developing unique local values to build the customers' loyalty. Further implications were discussed.

Analyzing the Intention of Sports Consumers' Purchase Behavior Through Online Sports Distributors

  • Kibaek KIM;Minsoo KIM;Jinwook HAN
    • Journal of Distribution Science
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    • v.21 no.4
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    • pp.103-111
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    • 2023
  • Purpose: The purpose of this study was to analyze Korean sports consumers' intention to stay using online sports products and services through online sports distribution platforms or return to using sports facilities and services in person. Research design, data and methodology: This study set up two models measuring consumers' recognition, attitude, and purchase intention toward online sports products and services based on involvement theory. An online survey was conducted and a total of 2,263 consumers participated in this study. Male participants were 1,256(55.5%) and female participants were 1,007(44.5%). Descriptive statistics were performed, and a path analysis was utilized to analyze the proposed model using SPSS 26 and SAS. Results: The results revealed two proposed models used in this study supported that consumers' online sports product and service recognition leads to a positive attitude toward online sports products and services. Moreover, consumers' positive online sports product and service attitudes were shown to lead to positive intentions to purchase online sports products and services. Conclusions: The findings revealed the recognition of consumers' online sports products and services led to positive attitudes and behavioral intentions. Implications were provided by suggesting the sports industry stick to developing online sports products and services until the endemic of COVID-19 is declared.

The Impact of Recreational Sports Enthusiasts' Willingness to Engage in the Leisure Consumption

  • Dong-Ho SEONG
    • The Journal of Industrial Distribution & Business
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    • v.15 no.2
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    • pp.31-39
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    • 2024
  • Purpose: The present research guides to a middle ground where recreational sports and enjoyment justify the basic concept of leisure consumption, exploring an exciting field of study, where participation is the motivational source of recreational sports fans for transferring into the motivation of leisure activities and leisure consumption. Research design, data and methodology: This research took a close look at the current literature to investigate impacts of recreational sports enthusiasts' willingness to engage in the leisure consumption. The screening and excluding procedure took a place to select a qualified prior resources and the present author finally obtained a total of 19 highly relevant papers. Results: The evaluation of the presented research shows that the enthusiasts' participation in avocational sports has four significant implications on their lifestyle and leisure consumption. These impacts are categorized as follows: Economic influence, Psychological influence, Social influence, and Environmental influence. Conclusions: In sum, this study has shown the various ways and magnitude in which willingness to participate in leisure affects its consumption by the recreational sports enthusiast. These impacts have brought critical implications for the viability of the sport leisure business in the industry, particularly in urging it to be the right strategic direction to cater to this market segment.

Comparative Evaluation of Machine Learning Models for Predicting Soccer Injury Types

  • Davronbek Malikov;Jaeho Kim;Jung Kyu Park
    • Journal of the Korean Society of Industry Convergence
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    • v.27 no.2_1
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    • pp.257-268
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    • 2024
  • Soccer is type of sport that carries a high risk of injury. Injury is not only cause in the unlucky soccer carrier and also team performance as well as financial effects can be worse since soccer is a team-based game. The duration of recovery from a soccer injury typically relies on its type and severity. Therefore, we conduct this research in order to predict the probability of players injury type using machine learning technologies in this paper. Furthermore, we compare different machine learning models to find the best fit model. This paper utilizes various supervised classification machine learning models, including Decision Tree, Random Forest, K-Nearest Neighbors (KNN), and Naive Bayes. Moreover, based on our finding the KNN and Decision models achieved the highest accuracy rates at 70%, surpassing other models. The Random Forest model followed closely with an accuracy score of 62%. Among the evaluated models, the Naive Bayes model demonstrated the lowest accuracy at 56%. We gathered information about 54 professional soccer players who are playing in the top five European leagues based on their career history. We gathered information about 54 professional soccer players who are playing in the top five European leagues based on their career history.