• 제목/요약/키워드: sports data analysis

검색결과 822건 처리시간 0.024초

Effect of SNS Sports Community participants' Perception of Sports Value on Perception of Fun and Sports Activities

  • Wei Zhong;Sunmun Park
    • International Journal of Advanced Culture Technology
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    • 제12권2호
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    • pp.416-426
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    • 2024
  • This study shows that, in a situation where the influence of the mobile Internet is increasing in all areas of modern society, SNS users' participation in sports has a significant impact on the development of the sports market and the public's exercise methods and sports awareness. Therefore, the purpose of this study is to determine the impact of awareness of sports values through SNS on participation in sports activities. In order to achieve this research purpose, the population of the study was adults who had experience participating in SNS sports communities. The sampling method used was convenience sampling, and a total of 300 people, 150 men and 150 women, were selected as research subjects through sharing the questionnaire link online and via email. The survey tool used was a questionnaire, and it was modified and supplemented for this study based on a questionnaire that had secured reliability and validity in previous studies. The statistical analysis used for data analysis was frequency analysis, exploratory factor analysis, reliability analysis, and multiple regression analysis using SPSS Windows 20.0 Version. The conclusions obtained in this study through data analysis according to these methods and procedures are as follows. First, SNS sports community participants' perception of sports value was found to partially affect their perception of fun. Second, SNS sports community participants' perception of sports value was found to partially affect sports activities. Third, SNS sports community participants' perception of the fun of sports partially influenced sports activities.

운동부를 위한 스포츠 데이터 활용 교육 프로그램 개발 (Development of Education Programs for Sports Clubs using Sports Data)

  • 김세민;우성희
    • 실천공학교육논문지
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    • 제13권3호
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    • pp.435-442
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    • 2021
  • 본 연구에서는 학교 운동부 학생 선수들에게 스포츠 데이터 활용에 대한 전반적인 소양을 교육하는 프로그램을 개발하였다. 이에 스포츠 데이터에 대하여 기존 연구와 요구사항에 대하여 분석하고 학습 계획을 설계하였으며, 단계별 교육 프로그램에 따라 교육 프로그램을 개발하였다. 또한 기존 연구에서 학교 운동부 및 성인 스포츠 관계자들을 위한 데이터 과학 교육에 대한 연구가 전무하므로, 기존의 학교 현장에서 연구되었던 데이터 과학 교육에 대한 연구를 참고하여 문제 정의, 데이터 수집, 데이터 전처리, 데이터 분석, 데이터 시각화, 모의 분석의 단계로 연구를 진행하였다. 본 연구를 통하여 스포츠 데이터에 대한 스포츠 산업의 관심이 높아질 것으로 기대한다.

4차 산업혁명의 스포츠 현장 적용을 위한 탐색적 연구: 소셜 빅데이터 활용 방안을 중심으로 (The Exploratory Study for the Application of the Sports Field in the Fourth Industrial Revolution: Focus on the Social Big Data)

  • 박성건;황영찬
    • 한국체육학회지인문사회과학편
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    • 제56권4호
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    • pp.397-413
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    • 2017
  • 본 연구의 목적은 4차 산업혁명의 스포츠 현장 적용을 위한 탐색적 연구를 통하여 스포츠 업계 종사자들이 소셜 빅데이터를 직접 다루고 활용하기 위한 사례를 소개하고, 관련 정보를 제공하는 것이다. 수집된 문헌은 국내 외 학술 DB로부터 '소셜 빅데이터', '스포츠'와 관련된 문헌 302편이며, 분석된 문헌은 86편(국내 28편, 국외 58편)이다. 연구 결과, 스포츠산업 분야에 적용 가능한 소셜 빅데이터 분석 연구는 1) 스포츠 팬들의 관심사 및 스포츠 이벤트에 대한 주요 이슈 분석, 2) 미디어스포츠 인게이지먼트 연구, 3) 사용자 감성을 이용한 경기 승패 예측, 4) 프로선수 연봉 산정 모델 개발, 5) 연구동향 분석 등이 될 수 있다. 결론적으로, 스포츠산업 경영 분야에서 소셜 빅데이터 분석 기술은 다양하게 활용될 수 있기 때문에, 스포츠 업계 종사자들이 소셜 빅데이터 분석 기술을 직접 다루고 이를 활용하기 위해서는 IT기술에 대한 선행 학습, 연구수행을 통한 노하우 습득, 그리고 융합적인 사고의 전환이 필요하다.

소셜 빅 데이터분석을 통한 해양스포츠 현황 분석 : 소셜매트릭스TM 기법의 활용 (An Analysis of the Current State of Marine Sports through the Analysis of Social Big Data: Use of the Social MaxtixTM Method)

  • 박태승
    • 수산해양교육연구
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    • 제29권2호
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    • pp.593-606
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    • 2017
  • This study aims to provide preliminary data capable of suggesting directivity of an initiating start by understanding consumer awareness through analysis of SNS social big data on marine sports. This study selected windsurfing, yacht, jet ski, scuba diving and sea fishing as research subjects, and produced following results by setting period of total 1 month from January 22 through February 22, 2017 on the SNS (twitter, blog) through the Social MatrixTM service of Daumsoft Co., Ltd., and analyzing frequency of mention, associated words etc. First, sports that was mentioned the most out of marine sports was yacht, which was 3,273 cases on twitter and 2,199 on blog respectively. Second, the word which was shown the most associated with marine sports was the attribute showing unique characteristic of marine sports, which was 6,261 cases in total.

The Effect of Sports Club Membership Lifestyle on Choice Behavior

  • Sunmun Park;Shuo LI
    • International Journal of Advanced Culture Technology
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    • 제11권2호
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    • pp.267-275
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    • 2023
  • The purpose of this study is to investigate the influence of sports center members' lifestyles on participation promotion and choice behavior. To this end, more specifically, we intend to establish and clarify a hypothetical model based on the preceding studies of facilitating factors and factors that continue to participate according to the lifestyle of sports center members. In order to achieve this research purpose, the study subjects were set as the population of male and female adults over 20 who are using sports centers in Gwangju Metropolitan City and Jeollanam-do in 2021. As for the sampling method, the sample was extracted using cluster random sampling, and 300 people were used for the actual analysis, excluding 60 copies of double-entry and insincere or unreliable questionnaires. The survey tool was modified and supplemented according to this study based on the questionnaire that had been verified for reliability and validity in previous studies, and all questionnaire items were composed of a 5-point scale. The statistical analysis used for data analysis was frequency analysis, exploratory factor analysis, reliability analysis, and multiple regression analysis using SPSS Windows 21.0 Version. The conclusions obtained in this study through data analysis by such methods and procedures are as follows. First, according to the lifestyle of sports center members, participation promotion factors were found to have a partial influence. Second, according to the lifestyle of sports center members, the selection behavior was found to have a partial influence. Third, it was found that the participation promotion factors of sports center members partially affected the choice behavior.

The Necessity of Sports Leadership for Business Leaders

  • LEE, Jae-Hyung
    • 동아시아경상학회지
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    • 제10권3호
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    • pp.115-125
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    • 2022
  • Purpose - Sports leadership is frequently used as a useful comparison for understanding traits like teamwork and motivation in the business world. Based on the results of numerous studies, this research provides a critical assessment of the current state of knowledge in sport leadership research using methodological advances from other disciplines such as business and economics Research design, Data, and methodology - This research selected the systematic review analysis as its research design. The review analysis is a minimal set of elements for reporting in reviews by evidence. The present author included numerical data with confidence ranges for the most crucial outcomes if the review contained meta-analyses. Result - According to a study in sports, transformational leadership has a positive effect on company success. Communication and commitment, two possible mediators, may strengthen the impact of transformational leadership on cohesiveness. Prior researchers found that intrinsic drive serves as a bridge between transformational leadership and performance. Conclusion - This research concludes that the articles used for data analysis in this study examined the value of sports leadership for business leaders in a number of sports, including athletics and handball, among others. There is a good chance that different sports will provide different insights on the value of sports leadership for CEOs.

생활체육 참여가 사회자본 형성에 주는 영향의 실증적 분석 (Effects of Participation in Sports for All on the Formation of Social Capital)

  • 김재경;박득희;;정순옥
    • 지식경영연구
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    • 제13권4호
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    • pp.1-12
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    • 2012
  • This study is to analyze the effect of participation in sports for all on the formation of social capital. For this purpose, this study used convenience sampling method with the 150 subjects who participated Sports for All in Seoul and Gyeonggi area. and selected 150 questionnaires excluding 30 unsuitable for the data. For data analysis was made by SPSS 17.0, performing exploratory factor analysis, reliability analysis, correlation analysis and multiple regression model. This analysis reveals that (1) participation eagerness in sports for all influence on influence on the formation of social capital.(social capital consist of information sharing, norms, trust, network) (2) participation period of time and participation frequency in sports for all don't influence on on the formation of social capital. (3) socioeconomic background don't influence on the formation of social capital. Therefore, it is necessary to improve the eagerness in sports for all.

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Relationship between Immersion and Fun Perception of Leisure Sports Participants Leisure Attitude

  • Meng Xu;Sunmun Park
    • International Journal of Advanced Culture Technology
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    • 제11권1호
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    • pp.94-102
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    • 2023
  • The purpose of this study is to identify the effects of leisure sports participants' leisure attitudes on immersion and fun perception. As of 2021, the subject of this study was set as a population of adult males and females aged 20 and over who participate in leisure sports in Gwangju and the South, and then the cluster random sampling method was used. A total of 300 people, 150 boys and 150 women, were collected. A questionnaire was used as a survey tool, and a questionnaire whose validity and reliability were recognized in previous studies was modified and secured according to this study. In addition, all questionnaires were constructed on a 5-point scale. The statistical analysis used for data analysis was frequency analysis, exploratory factor analysis, reliability analysis, and multiple regression analysis using SPSS Windows 21.0 Version. The conclusions obtained in this study through data analysis by such methods and procedures are as follows. First, it was found that leisure sports participants' leisure attitudes partially affect immersion. Second, leisure sports participants' leisure attitudes were found to have a partial effect on their perception of fun. Third, it was found that the immersion of leisure sports participants partially affects the perception of fun.

The impact of Academic Resilience of Chinese Students Participating in Sports on their Adaptation to College Life

  • Haolong Xu;Sunmun Park
    • International Journal of Advanced Culture Technology
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    • 제12권2호
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    • pp.427-437
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    • 2024
  • The purpose of this study is to determine the impact of Chinese international students' academic resilience on acculturation stress and college life adjustment. In order to achieve this research objective, the research subjects were Chinese students participating in sports in Korea. The sampling method was convenience sampling, and a total of 300 people, 150 men and 150 women, were selected as research subjects through sharing the questionnaire link online and email. The research tool used in this study was a questionnaire. Based on the questionnaire that had secured reliability and validity in previous research, it was modified and supplemented to suit this study. The statistical analysis used for data analysis was frequency analysis, exploratory factor analysis, reliability analysis, and multiple regression analysis using SPSS Windows 22.0 Version. The conclusions obtained in this study through data analysis according to these methods and procedures are as follows. First, the academic elasticity of Chinese students participating in sports has partially influenced by cultural adaptation stress. Second, the academic elasticity of Chinese students participating in sports has partially influenced by university life. Third, the acculturation stress of Chinese students participating in sports was found to partially affect their adaptation to university life.

Effect of Sports Psychology on Enhancing Consumer Purchase Intention for Retailers of Sports Shops: Literature Content Analysis

  • LEE, Jae-Hyung
    • 유통과학연구
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    • 제19권4호
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    • pp.5-13
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    • 2021
  • Purpose: The sporting field is one of the most lucrative industries that most producers would want to share and drive-in sales towards its direction. The purpose of the present study is to evaluate how sports psychology has become a useful discipline in enhancing consumer purchase intentions. Research design, data, and methodology: This study employs a qualitative coding method to analyze and interpret the data obtained with a PRISMA declaration for analytical purposes. Using Web QDA (Qualitative Data Analysis) online tools, the current study coded the data obtained. Results: According to the prior studies, marketers should go the extra mile of looking for what sports customers are looking for. They understand that one way to increase the customers' willingness to purchase their products is by looking into the specific things that the customers look for and enjoy in sports. Conclusions: After all, the present study concludes that most marketers need to apply the concepts of sports psychology to understand consumer purchase intentions in particular retail stores. Consumers are likely to be influenced by their peers or groups to make decisions driven towards purchasing given sports apparel and the retail store to purchase a product.