• Title/Summary/Keyword: Sport data analysis

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Structural Relationship among Professionalism of Elementary School Sport Instructors, Job Burnout and Turnover Intention (초등학교 스포츠강사의 전문가주의와 직무소진, 이직의도의 구조적 관계)

  • Mun, Je-Min;Jeong, Byeong-Geun
    • Journal of Digital Convergence
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    • v.14 no.5
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    • pp.527-539
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    • 2016
  • The purpose of this study is to examine the structural relationship among professionalism of sport instructors, job burnout and turnover intention. Independent variable was professionalism of sport instructors, mediating variable was job burnout. Finally, dependent variable was turnover intention. The data were collected from 253 sport instructors of elementary school by the convenience sampling method. This study used IBM SPSS Ver. 20.0 and AMOS 18.0 for frequency analysis, reliability, correlation analysis, confirmatory factor analysis and structural equation model. After confirming the test of goodness of fit of a model, individual hypotheses was verified. The results were as follows; First, Professionalism had a significant influence on job burnout. Second, Job burnout had a significant influence on turnover intention. Third, Professionalism did not have a significant influence on turnover intention.

A model of predicting performance of Olympic female weightlifters using time series analysis

  • Won, Jin-hee;Cho, In-ho
    • International Journal of Advanced Culture Technology
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    • v.8 no.3
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    • pp.216-222
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    • 2020
  • The purpose of this study was to predict the performance of female weightlifters using time series analysis. Based on this purpose, a time series analysis was used to calculate the performance prediction model for women(58kg) among the domestic women weightlifters who participated in the Olympics. As a result of creating time series data based on 10 years of record and then evaluating the sequential charts of each athlete group, the female athletes' records did not show any seasonality or difference. In addition, after examining the independence of the data through the creation of a time series model, it was shown that the models produced conformed to the criteria for compliance and that there was no difference in the data, but there was a trend. Accordingly, Holt linear trend analysis of the exponential smoothing model was applied. As a result of deriving the prediction model of the athletes through this process, it was found that the women (58kg) who participated in the Olympics continued to improve within the range of 166.11kg to 184.1kg.

Kinematic Analysis of 100-m Women's Hurdlers at IAAF World Championships, Daegu 2011 (2011 대구세계육상선수권대회 여자 100m 허들 선수들의 운동학적 분석)

  • Ryu, Jae-Kyun;Park, Young-Jin;Ryu, Ji-Seon;Kim, Tae-Sam;Hwang, Won-Seob;Park, Sang-Kyoon;Yoon, Suk-Hoon
    • Korean Journal of Applied Biomechanics
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    • v.21 no.5
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    • pp.541-550
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    • 2011
  • The purpose of this study was to investigate the kinematic characteristics of the $5^{th}$ and $6^{th}$ hurdle clearances during the final of the 100-m hurdles event at the IAAF World Championships, Daegu 2011. To this end, the hurdling motions of the top 4 ranked female hurdlers in the competition were analyzed. A total of 12 cameras were used to record their motions, with a sampling frequency of 120 Hz. The cameras were calibrated using $11{\times}2{\times}1\;m$ control objects that covered all of the lanes ($1^{st}{\sim}8^{th}$ lanes). After analyzing all the data, we arrived at the following results. For the take-off phase, a negative relationship between the take-off time (CT) and athlete's rank was found. In addition, the average distances from the hurdle to take-off (L1) were shown to be 2.23 m and 2.17 m for the $5^{th}$ and $6^{th}$ hurdles, respectively. For the distance from the hurdle to landing (L2), Pearson ($1^{st}$ rank) and Carruthers($2^{nd}$ rank) showed inconsistent patterns whereas Harper ($3^{rd}$ rank) and Porter ($4^{th}$ rank) showed consistent patterns. All althetes revealed similar 3 steps patterns between hurdles, which consisted of a shorter $1^{st}$ step, longer $2^{nd}$ step and shorter $3^{rd}$ step.

Comparative Analysis of Gait Parameters and Symmetry between Preferred Walking Speed and Walking Speed by using the Froude Number

  • Yoo, Si-Hyun;Kim, Jong-Bin;Ryu, Ji-Seon;Yoon, Suk-Hoon;Park, Sang-Kyoon
    • Korean Journal of Applied Biomechanics
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    • v.26 no.2
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    • pp.221-228
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    • 2016
  • Objective: The purpose of this study was to investigate differences in gait parameters and symmetry between walking speed by using the Froude number and preferred walking speed. Method: Fifty adults (age: $21.0{\pm}1.7years$, body weight: $71.0{\pm}9.2kg$, height: $1.75{\pm}0.07m$, leg length: $0.89{\pm}0.05m$) participated in this study. Leg length-applied walking speed was calculated by using the Froude number, defined as Fr = ${\upsilon}^2$/gL, where v is the velocity, g is the gravitational acceleration, and L is the leg length. Video data were collected by using eight infrared cameras (Oqus 300, Qualysis, Sweden) and the Qualisys Track Manager software (Qualisys, Sweden), with a 200-Hz sampling frequency during two-speed walking (preferred walking speed [PS] and leg length-applied walking speed [LS]) on a treadmill (Instrumented Treadmill, Bertec, USA). The step length, stride length, support percentage, cadence, lower joint angle, range of motion (ROM), and symmetry index were then calculated by using the Matlab R2009a software. Results: Step and stride lengths were greater in LS than in PS (p < 0.05). The right single-support percentage was greater in LS than in PS (p < 0.05). The hip joint angle at heel contact and toe-off were greater in LS than in PS (p < 0.05). The hip and knee joint ROM were greater in LS than in PS (p < 0.05). Conclusion: Based on our findings, we suggest that increased walking speed had a significant effect on step length, stride length, support percentage, and lower joint ROM.

The Relationships among Marketing Mix, Constraints, and Consumers' Revisiting Intentions: Focusing on Screen Sport Theme Parks (마케팅믹스, 제약요인 및 재방문의도 간의 관계: 스크린 스포츠 테마파크를 중심으로)

  • Lee, Kyongmin;Jeon, Yong-Bae;Kim, Se Yun
    • The Journal of the Korea Contents Association
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    • v.17 no.12
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    • pp.473-484
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    • 2017
  • The purpose of this study was to examine the relationships among marketing mix, constraints, and consumers' revisiting intentions in screen sport theme parks. For this purpose, a survey was given to a convenience sample of 253 customers of screen sport theme parks located in the Seoul and Dae-gu metropolitan cities in South Korea. The data were then analyzed using frequency statistics, correlations, and multiple regression analysis. The major findings of this study were as follows. First, the marketing mix had a significant effect on the constraints of customers in screen sport theme parks. Second, the marketing mix had a significant effect on the revisiting intentions of customers in screen sport theme parks. Third, intrapersonal constraints alone had a significant effect on the revisiting intentions of customers in screen sport theme parks.

Relationship between Aiming Patterns and Scores in Archery Shooting

  • Quan, ChengHao;Lee, Sangmin
    • Korean Journal of Applied Biomechanics
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    • v.26 no.4
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    • pp.353-360
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    • 2016
  • Objective: The aim of this study was to investigate the relationship between aiming patterns and scores in archery shooting. Method: Four (N = 4) elementary-level archers from middle school participated in this study. Aiming pattern was defined by averaged acceleration data measured from accelerometers attached on the body during the aiming phase in archery shooting. Stepwise multiple regression analysis was used to test whether a model incorporating aiming patterns from all nine accelerometers could predict the scores. In order to extract period of interest (POI) data from raw data, a Dynamic Time Warping (DTW)-based extraction method was presented. Results: Regression models for all four subjects are conducted with different significance levels and variables. The significance levels of the regression models are 0.12%, 1.61%, 0.55%, and 0.4% respectively; the $R^2$ of the regression models is 64.04%, 27.93%, 72.02%, and 45.62% respectively; and the maximum significance levels of parameters in the regression models are 1.26%, 4.58%, 5.1%, and 4.98% respectively. Conclusion: Our results indicated that the relationship between aiming patterns and scores was described by a regression model. Analysis of the significance levels, variables, and parameters of the regression model showed that our approach - regression analysis with DTW - is an effective way to raise scores in archery shooting.

A Comparative Analysis of Horizontal Rotation Movements for Different Ball Course during Two-handed Backhand Drive Stroke in Tennis (테니스 양손 백핸드 드라이브 스트로크 시 볼 방향성에 따른 수평회전운동 비교분석)

  • Seo, Kook-Eun;Chung, Yong-Min;Kang, Young-Taek
    • Korean Journal of Applied Biomechanics
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    • v.25 no.3
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    • pp.293-300
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    • 2015
  • Objective : The purpose of this study was to compare the kinematic data of the horizontal rotation movements of shoulder, hip, knee during two-handed backhand drive stroke according to two different ball directions. Methods : The kinematic variables were analyzed such as the joint angles of the lower body, horizontal rotation angles of the shoulder, hip, inter-knee segment, body twist angle and difference in angle of forward swing. Two-handed backhand drive stroke was analyzed through a three-dimensional motion analysis. The collected data were analyzed by a paired t-test, and the statistical significant value was set at ${\alpha}=.05$. Results : The findings of this study were as follows; First, there was no difference in the total angles of lower limb joints from the forward swing position to impact posterior. Second, there was no difference in the horizontal rotation angles of E1 shoulder, hip, and E2 shoulder but the horizontal rotation angles of E1 knee, E2 hip, knee, E3, and E4 shoulder, hip, and knee were different in all events. Third, there was no difference in the body twist angle of the maximum horizontal rotation. In addition, there was no difference in the angle of the body twist by the ball direction in the shoulder-hip, the hip-knee and the shoulder-knee. Conclusion : Horizontal rotation angle determines ball directions.

The Analysis of Differences in Pulmonary Functions, Jerk Cost, and Ground Reaction Force Depending on Professional and Amateur Dancers in Korea Dance (한국무용 숙련자와 미숙련자에 따른 폐기능, 부드러움, 그리고 지면반력의 차이 분석)

  • Park, Yang-Sun;Kim, Mee-Yea;Lee, Sung-Ro
    • Korean Journal of Applied Biomechanics
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    • v.24 no.4
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    • pp.349-357
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    • 2014
  • The purpose of this study was to examine the differences in the performance of dancing motions depending on the level of skill by investigating pulmonary functions, ground reaction force, and jerk cost. The subjects of this study were 12 professional dancers (career: 16 yrs) and 12 amateur dancers (career: 9 yrs) who had similar physical conditions. We selected four motion phases which included the diagonal line motion, the deep flexion motion, the breath motion, and the turn motion with one leg after a small step walking motion, with Goodguri Jangdan. In the experiment, 6 infrared cameras were installed in order to analyze the value of the jerk costs and the force plate form. Finally, we measured the pulmonary functions of the subjects. For data analysis, independent t-tests according to each event, were carried out in the data processing. According to the results of FVC % Predicted, the professional dancers showed greater lung capacities than the amateur dancers, indicating that the level of dancing skill influences lung capacity. Based on the result of the balance test, the professional dancers used more vertical power than did the amateur dancers when performing maximal flexion motion. The professional dancers used a propulsive force of pushing their body forward by keeping the center of body higher while the amateur dancers used a braking power by keeping their bodies backward. When performing medial-lateral movements, the amateur dancers were less stable than the professional dancers. There were no differences in values of jerk costs between the amateur dancers and the professional dancers.

Effects of Sensation Seeking Propensity on Social Support and Exercise Obsession in Sport Participants (생활체육 참여자의 감각추구성향이 사회적 지지와 운동 강박에 미치는 영향)

  • Jung, Joo-Hyug;Yoo, Jung-In
    • Journal of Korea Entertainment Industry Association
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    • v.13 no.6
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    • pp.307-317
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    • 2019
  • This study is to investigate the effects of sensation seeking propensity of sports participants on the social support and exercise obsession. In order to achieve the objective of this study was to collect data to target the 250 people who regularly participate in sport in Seoul. The data collected by utilizing SPSS WIN 18.0 and AMOS 18.0 statistical reliability and to perform confirmatory factor analysis, a multivariate analysis, correlation analysis, multiple regression analysis, the following results were obtained. As a result of the analysis, First, there were statistically significant differences among the variables according to demographic characteristics. Second, there was a statistically or negatively related relationship among the measured variables. Third, the sensory pursuit propensity had a statistically significant effect on social support and exercise obsession. Finally, social support had a statistically significant effect on exercise obsession.

The Kinematical Analysis of Bowling Throw Motion (볼링의 투구동작에 대한 운동학적 분석)

  • Baik, Sung-Kook
    • Korean Journal of Applied Biomechanics
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    • v.12 no.2
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    • pp.331-344
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    • 2002
  • The purpose of this study was to compare between success and failure in bowling throw motions. For the data analysis, it was utilized by the method of three dimensional motion analysis and obtained kinematical parameters of stride, COG position and ball position through the address and release motion. The subjects of this study were three female bowling players, and obtained conclusions were as follows; Displacements of stride were not significance of success events, 4th and 5th phase stride were longer than failure. COG variation for height were less than failure, but there not significance between success and failure. The ball position of 3 th phase was lowest than other phases, and throw motions were stable by the small variations for upward downward.