• Title/Summary/Keyword: Sport data analysis

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A Study on User's Condition and Environmental Analysis of University Sports Facilities - Focused on the D University Sports Center by the Post Occupancy Evaluation - (대학체육시설의 이용현황 및 환경분석 조사연구 - D 대학 체육관의 거주후 평가를 중심으로 -)

  • Kim, Sung-Kee
    • Korean Institute of Interior Design Journal
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    • v.19 no.6
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    • pp.3-10
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    • 2010
  • The purpose of this study is to examine the state of utilization in sport facilities at a university and drew up the improvement plan for all students. To accomplish this work, the survey of the 445 students(male 221, female 224) were collected. The collected data were analyzed through the frequency analysis. All of sports facility is used for wide range of student who like to use as their leisure in order to learn variety experience for spending their spare time. Also sports facility of university accomplish social education function to all member of university. Having sports facility for university can also work as a promotion and new impression to people its university image as well as welfare for staff. Especially, excellent sports facility at university can provide public service to local people where university is located. Having sport facility at university is directly related to development of university in many way, university is required to implement effective program for operating sport facility at university.

Analysis of Variability for the Components of VGRF Signal via Increasing the Number of Attempt during Running (달리기 시도 수 증가에 따른 VGRF 신호 성분의 Variability 분석)

  • Ryu, Ji-Seon
    • Korean Journal of Applied Biomechanics
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    • v.17 no.1
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    • pp.129-134
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    • 2007
  • The purpose of this study was to determine the variability of components of the vertical ground reaction force signal to seek the suitable number of attempt datum to be analyzed during running at 2m/s and 4m/s. For this study, six subjects (height mean:$174.5{\pm}4.4cm$, weight $671.5{\pm}116.4N.$, age:$25.0{\pm}yrs.$) were selected and asked to run at least 3 times each run condition randomly. FFT(fast Fourier transform) was used to analyze the frequency domain analysis of the vertical ground reaction forces signal and an accumulated PSD (power spectrum density) was calculated to reconstruct the certain signal. To examine the deviation of the vertical ground reaction between signals collected from an different number of attempt, variability of frequency, magnitude of passive peak, time up to the passive peak and maximum load rate were determined in a coefficient of variance. The variability analysis revealed that when analyze the vertical reaction force components at 2m/s speed running, which belongs to slow pace relatively, it would be good to calculate these components from signal of one attempt, but 4m/s speed running needs data collected from two attempts to decrease the deviation of signal between attempts. In summary, when analyzing the frequency and passive peak of the vertical reaction force signal during the fast run, it should be considered the number of attempt.

Relationship between the Biomechanical Analysis and the Qualitative Analysis of Video Software for the Walking Movement (보행동작에 대한 바이오메카닉스적 분석과 비디오의 정성적 분석의 상호관련성)

  • Bae, Young-Sang;Woo, Oh-Goo;Lee, Jeong-Min
    • Korean Journal of Applied Biomechanics
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    • v.20 no.4
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    • pp.421-427
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    • 2010
  • The purpose of this study was to investigate the relationship between the quantitative analysis of biomechanical movement and the qualitative analysis of video software in order to evaluate for the walking movement. The fourteen collegiate students who agreed with the purpose and method of this study participated as subjects. The slow walking and fast walking of the subjects in the place of experiment were photographed, and calculated several mechanical factors. This empirical evidence from the experiment indicated the significant difference(p<.001) between each distant factors of the walking movement for both analyses methods, but there was no statistically significant difference between the spacial factors observed in the experiment. For more detail, no significant difference between the walking ratios that expressed the coordination between stride length and stride frequency was found. The findings also indicated the high coefficient of correlation(over r=.9) which supports higher explanation force for the biomechanical method and the Dartfish video software method. Therefore, if the data was gathered by using the proper experimental method, the video software method could be used just like the quantitative data of biomechanical method.

The Effects of Social Media Engagement of e-Sports Broadcasting Viewers on Viewing Commitment, Viewing Satisfaction and loyalty

  • Kim, Seyun
    • International Journal of Internet, Broadcasting and Communication
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    • v.14 no.3
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    • pp.213-221
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    • 2022
  • The purpose of this study is to investigate the structural relationship between media engagement, viewing immersion, viewing satisfaction, and loyalty of e-sports viewers. In order to achieve the purpose of this study, a survey was conducted on 300 college students with experience in watching e-sports in Seoul, Gyeonggi-do, and Chungnam. Data processing was done with SPSS 26 for frequency analysis, Cronbach's α analysis. Also, AMOS 13 was used for confirmatory factor analysis and structural equation model analysis. We have the following results. first, among the sub-factors of media engagement, functional engagement and communal engagement had a significant effect on viewing commitment. Second, among the sub-factors of media engagement, emotional engagement had a significant effect on viewing satisfaction. Third, it was found that viewing commitment and viewing satisfaction had a significant effect on loyalty. From the results of this study, it can be seen that the media engagement of e-sports viewers affects loyalty through viewing commitment and viewing satisfaction.

Structure-Model Verification of Yacht Participants' Motivation, Basic Psychological Need Satisfaction and Intentions of Persistent Participation (요트참가자들의 기본심리욕구와 운동참가동기 및 지속적 참여 의도의 구조모형 검증)

  • Kim, Mi-Lyang
    • The Journal of the Korea Contents Association
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    • v.9 no.9
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    • pp.423-431
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    • 2009
  • The purpose of this study was verily the structure model of yacht participants' motives for sport participation, satisfactions of basic psychological need and intentions of persistent participation. Their motives for sport participation and satisfaction of basic psychological desires are reported as variables involving so much in their intentions of persistent participation in the sport activity in which participants of Life Exercise take part. Therefore, a survey research was conducted by aiming at members of yacht foyers' groups and university yacht clubs, 267 copies of the questionnaire in total were used for the analysis. SPSS 12.0 and AMOS 7.0 were used for the processing of the data, and exploratory factor analysis, confirmatory factor analysis, reliability analysis, correlation analysis and covariance structure model analysis were also applied according to each study objective. The results of the study were as follows: Firstly, there were significant correlations among yacht participants' satisfaction of basic psychological desires, participation motives and intentions of consistent participation. Secondly, yacht participants' satisfaction of basic psychological desires was found to have significant and direct effects on their intentions of persistent participation while haying indirect effects through the medium of their motives for sport participation at the same time. Thirdly, their motives for sport participation had significant effects on their intentions of persistent participation. Fourthly, suggested by the study, the structural equation model of yacht participants' motives for sport participation, satisfaction of basic psychological desires and intentions of persistent participation was found statistically appropriate.

Validation of the Korean Version of the Talent Development Environment Questionnaire for Sport (한국판 스포츠영재육성환경질문지(TDEQ) 타당성 검증)

  • Choi, Young-Jun;Hwang, Seunghyun
    • 한국체육학회지인문사회과학편
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    • v.54 no.5
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    • pp.207-219
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    • 2015
  • The purpose of this study was to test the validation of the Korean version of the Talent Development Environment Questionnaire for sport(TDEQ; Martindale et al., 2010), developed through the conceptual and statistical verification stages(substantive stage-structural stage-external stage). In accordance with the procedure of translation, the substantive concepts of the items were reviewed. The data were collected from a sample of 244 ; 117 high school student-athletes and 127 university student-athletes. In order to test the internal structure of TDEQ, EFA/CFA, and internal consistency were performed. As a result, Korean version of the TDEQ had 5 factors with 38 items. External relationship by correlation analysis and group differentiation analysis were obtained to enhance the validity of the test. Overall, the Korean TDEQ will be used as a diagnostic and evaluation tool at the stage of detection, identification, selection, and development of Sport Talent.

Investigation of Biomechanical Factors in Track and Field Javelin Performance: A Multidimensional Analysis of Predictive Variables through Multiple Regression Analysis (육상 창던지기 기록에 미치는 운동학적 요인의 탐색: 다차원적 다중회귀를 활용한 성과 예측 변수 분석)

  • Ho-Jong Gil;Jin Joo Yang;Jong Chul Park;Young Sun Lee;Jae Myoung Park
    • Korean Journal of Applied Biomechanics
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    • v.33 no.4
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    • pp.175-184
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    • 2023
  • Objective: The purpose of this study is to investigate the effects of human motion and javelin kinematics during the energy transfer in javelin throwing on records, and to provide evidence-based training insights for athletes and coaches to enhance records. Method: Three javelin throw athletes (age: 22.67 ± 0.58 years, height: 178.33 ± 7.37 cm, weight: 83.67 ± 1.15 kg) were recruited for this study. Each athlete attempted ten maximum record trials, and the kinematic data from each performance were analyzed to determine their influence on the records. The Theia3d Markerless system was used for motion analysis. Results: Key factors were modeled and identified at each moment. In E1, main variables were COM Y (𝛽 8.162, p<.05) and COM velocity Z (𝛽 -72.489, p<.05); in E2, COM X (𝛽 -17.604, p<.05); in E3, COM X (𝛽 -18.606, p<.05), COM velocity Y (𝛽 38.694, p<.05), and COM velocity X (𝛽 66.323, p<.05). For the javelin throw dynamics in E3, key determinants were Attitude angle and Javelin velocity in the Y-axis. Conclusion: The study reveals that controlled vertical movement, center of mass management during braking, and enhanced pelvic rotation significantly improve javelin throw performance. These kinematic strategies are critical for record enhancement in javelin throwing.

Reliability of 3D-Inertia Measurement Unit Based Shoes in Gait Analysis (관성센서 기반 신발형 보행 분석기의 신뢰성 연구)

  • Joo, Ji-Yong;Kim, Young-Kwan;Park, Jae-Young
    • Korean Journal of Applied Biomechanics
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    • v.25 no.1
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    • pp.123-130
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    • 2015
  • Purpose : The purpose of this study was to investigate the reliability of 3D-inertia measurement unit (IMU) based shoes in gait analysis. This was done with respect to the results of the optical motion capturing system and to collect reference gait data of healthy subjects with this device. Methods : The Smart Balance$^{(R)}$ system of 3D-IMU based shoes and Osprey$^{(R)}$ motion capturing cameras were used to collect motion data simultaneously. Forty four healthy subjects consisting of individuals in 20s (N=20), 40s (N=13), and 60s (N=11) participated in this study voluntarily. They performed natural walking on a treadmill for one minute at 4 different target speeds (3, 4, 5, 6 km/h), respectively. Results : Cadence (ICC=.998), step length (ICC=.970), stance phase (ICC=.845), and double-support phase (ICC=.684) from 3D-IMU based shoes were in agreement with results of optical motion system. Gait data of healthy subjects according to different treadmill speeds and ages were matched to previous literature showing increased cadence and reduced step length for elderly subjects. Conclusion : Conclusively, 3D-IMU based shoes in gait analysis were a satisfactory alternative option in measuring linear gait parameters.

A Study on Students' Difficulties Before and Throughout Physical Education Program at Graduate School of Education (교육대학원 체육교육전공 학생들이 겪는 입학전후 문제점에 관한 연구)

  • Cho, Ki-Bum;Kim, Seung-Yong
    • Journal of Digital Convergence
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    • v.15 no.11
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    • pp.603-610
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    • 2017
  • This study was to explore perceived difficulties from before entrance into physical education in graduate school of education to before graduation. Participants were PETE graduate students in Seoul and Gyeonggi province and survey was used to collect data. Among 100 copies of data, 95 copies had been used for actual data processing. Frequency analysis was conducted by using SPSS 21.0. The results are as follows. First, participants had trouble in financial difficulty before entering graduate school, but the financial difficulty was considered normal by other new difficulties. Second, much time spent for graduate school of education was considered one of biggest difficulties, but the burden of curriculum was relatively low. Third, anxiety about future career that started from before entering graduate school lasted until graduation. Fourth, lack of knowledge was considered as one of biggest troubles before graduation. Conclusively, physical education in graduate schools need to develop career education as well as evaluation system for the qualitative growth.

Structural relationship among servant leadership, empowerment and sports satisfaction of badminton coaches (배드민턴 지도자의 서번트 리더십과 임파워먼트 및 운동만족의 구조관계)

  • Lee, Mi-Sook;Nam, Jung-Hoon
    • Journal of the Korean Data and Information Science Society
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    • v.23 no.2
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    • pp.317-331
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    • 2012
  • The purpose of this study was to verify the relationship among servant leadership, empowerment and sports satisfaction of badminton coaches by self-leadership. Among national badminton players, total 343 copies of data were collected and used at the study by using of random sampling. The normal distribution on data and the validity and reliability for each factors were proven to confirm through descriptive statistics, exploratory & confirmatory factor analysis and reliability analysis with SPSS 18.0 and AMOS 18.0 program. The relationship among each factors by the purpose of study were analyzed by correlation analysis and structural model analysis. The results were as follows. First, the servant leadership of badminton coaches had positive effect on empowerment. Second, the servant leadership of badminton coaches had positive effect on self-leadership. Third, the servant leadership of badminton coaches had positive effect on sports satisfaction. Fourth, empowerment had positive effect on sports satisfaction. Fifth, self-leadership had positive effect on sports satisfaction. Sixth, for the relationship between servant leadership and sports satisfaction, empowerment and self-leadership had indirect effects.