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41 Professional Baseball Spectator's Analysis and Prediction by Using Artificial Neural Networks Model and Logistic Regression Model
Seung-hoon Jeong Vol.26, No.1, pp.104-121
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Abstract

This study classified and analyzed groups of spectators of professional baseball through market segmentation and predicted the sports consumer behavior by using artificial neural networks model and logistic regression model. The results of hierarchical cluster analysis, K-means cluster analysis, cross-tabulation analysis and one-way ANOVA using PASW 18.0 and AMOS 18.0 suggest five clusters of consumer segments and by using Modeler 14.1, artificial neural networks model was made to predict the data. By using artificial neural networks model and logistic regression model, hit ratio was grasped about the spectator satisfaction and future consumption behavior. The results are as follow: The hit ratio were high in ‘cluster 5’ for artificial neural networks model(spectator satisfaction: 71.3%, future consumption behavior: 99.3%) and logistic regression(spectator satisfaction: 71.8%, future consumption behavior: 96.5%). Furthermore, cross-tabulation and one-way ANOVA was performed to understand the cluster's characteristic which had highest hit ratio about the spectator satisfaction and future consumption behavior. And through this marketing strategy was suggested.


42 Review on National Sports Promotion Fund on Green Fees of Private Golf Course
Byung Wook Jun Vol.26, No.1, pp.122-135
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Abstract

This study reviews whether it is valid to impose the National Sports Promotion Fund (“NSP Fund” hereafter) on green fees of private golf course. NSF Fund has a problem with the Framework Act on the Management of Charges (“MCF Act” hereafter), relevant statute of the fund, in that, in spite of requirements of MCF Act, purposes of imposing NSF Fund are not prescribed precisely and clearly, and “restrictive and supplementary” imposing principles of NSF Fund are not observed. Moreover, although discrimitive imposement of NSF Fund, which is not levied on fees of other sports facilities and public golf course, implies better economic abilities and consequent more abilities of payment of private golf membership, such discrimination is rarely meaningful now that golf has become highly public pastime like those exempt facilities and membership is of little avail to make a profit through speculation. As a result, current way of imposing NSF fund is highly likely to violate the principle of horizontal equity of tax burdens not constitutional rights to equality. Consequently, NSF Fund, which does not keep the principle nor the constitutional rights, should be repealed or improved.

43 Text Analysis on the Character Education Implication of National Physical Education Curriculum: Focused on the Subject of Physical Education
Jeong-Jun Park ; Moo-young Kim Vol.26, No.1, pp.136-152
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Abstract

This study aims to identify the characteristics of character education contained in National Physical Education Curriculum in terms of contents and construction, problems and limitation, and improvement plans by analyzing character texts such as the concept, expression mode, and context of character in goals, contents, teaching and learning methods, and evaluation of Physical Education Curriculum in accordance with the 2009 Revised National Curriculum. For criteria of analysis, character and character education were defined in a conditioning manner in terms of emotion, sociality, and morality, which grasped the implication based on the concept, meaning, and context of character text by using content analysis. The character education of National Physical Education Curriculum has currently compensated the concept of creativity‧character, and core competency as of the 2007 National Physical Education Curriculum, defining the concept of character as desirable personality, sociality, and morality, and setting up self management ability and interpersonal relationship ability as category. However, herein identified were ambiguity of the meaning between character and other concepts and ambiguity of the meaning boundary of detailed virtue in the concept of character in terms of the concept and the range of character, insufficiency of school-level systemicity and sequence between curriculum items in terms of character text selection and organization, and deficiency of the character education principles of physical education and practical teaching and learning methods of it in terms of character education methods. For next revision of National PE Curriculum, a full consideration is required for providing principles of teaching and learning methods on character and evaluation cases based on research on conceptualization of physical character, research on suitability and sequence of content subsystem of character, and cases of field practice.

44 The Analysis of the Skill Factors of a Goalkeeper during a Soccer Game
Jae-Hee Kim ; Ji-Tae Kim ; Nam-Heung Cho Vol.26, No.1, pp.153-162
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Abstract

The purpose of this study was to analyze the differences among behavioral skills of goalkeeper of K-League and national team and the differences among behavioral skills of goalkeeper according to game the result of match. 5 games of K-League Classic and 10 A matches of the national team in 2013 were analyzed by using Soccer Data Analysis Program and ‘Evermedia HD Capture Station’, which is an HD capture equipment with excellent functions of editing and storage of high-definition video. For statistical analysis process, SPSS Version 21.0 was used to conduct t-test and ANOVA. The results of analysis were as follows: First, the differences among behavioral skills of goalkeeper of K-League and national team were higher in the order of catching factor, kick factor, strategy factor, punching factor. The differences among the specific sub-factors of behavioral skills factors was the highest in crossing catching to be followed by cross punching. And goalkeepers of K-League were higher than those of the national team. In back pass kick factor in kick factor and build-up factor in strategy factor, goalkeepers of the national team were higher than those of K-League. In kick factor, there were significant differences in goal kick (out of play), back pass kick (in play), cross punching, and build-up factors. Second, as for behavioral skills factors of goalkeeper according to the result of match, there were significant differences in catching factor, punching factor, and strategy factor; there were no significant differences in ground kick factor among kick factors; there were significant differences in factors of goal kick, volley kick, and free kick.

45 Football Performance Approach Drift and Current Affairs in Aspect of Intelligence
Young-Kil Yun Vol.26, No.1, pp.163-173
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Abstract

The purpose of this study was to explore a framework of understanding football performance. Researcher review was conducted to organize perspectives for football performance and drew implications as well as drift of football performance based on intelligence approach. Discussions for intelligence had been proceeded in concepts of learning ability, multiple intelligence, successful intelligence, and moral intelligence. Discussions of football performance approaches fitness, skill, and strategies in traditional intelligence aspects. The multiple intelligence perception discusses perspective, mentality, body, and analysis. The successful intelligence perspective deals with creativity, practical intelligence, and football talents. However, specific discussions for moral intelligence have not been progressed yet. FIFA’s social responsibility project and UEFA’s RESPECT campaign reflect that the discussions of football performance develops in a way of the moral intelligence. In European football, issues regarding value, such as RESPECT and against Racism, are currently emerging. Considering the change in the European football, the global football leagues will share the issues related to value in the near future. Given the fact that discussion for intelligence had been proceeded learning ability, multiple intelligence, successful intelligence, and moral intelligence, the moral intelligence will be a main concern in the further football performance discussion. The moral intelligence will be incorporated into football performance evaluations soon. Furthermore, teams and players will strive to place efforts in order for pursuing value and reputation as factors of performance.


46 The Relationship between the Initial Stroke Selection and Athletes' Performance during the Badminton Men's Doubles Matches
Hee-Chul Yoon ; Ji-Hang Lee Vol.26, No.1, pp.174-188
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Abstract

This study aimed to analyze the patterns of service return and the 3rd stroke in relation to the winning and losing points in Badminton men's doubles matches. Especially the comparison of the patterns between rally point and service server game systems was made. Video records of 12 top elite teams were analyzed. As a result, there were significant differences in the total stroke patterns between the rally point system and the server game, and there was a higher offensive stroke tendency. After classification of situations with ‘after the service trial’ and ‘after the service return’, there were high number of winning ratio and offensive stroke in the after the service situations. There were no significant difference in the winning/losing points and winning ratio when the types of 3rd shot attempts were analyzed. I case of the win and lose in service return, there was a significant difference in the server game while not in the rally point system. Offensive stroke ratio in the server’s return categories and the service return strokes’ categories, and was no difference in shots after the return of service in the server team. From the investigation of offensive stroke ratio and winning ratio, there was a high ratio in the rally point system game but no difference in the server game. When aggressive service return took place, rally point system had higher winning ratio, but the server game system did not display such characteristic. Based on these results, recommendations of service anticipation and aggressive plays for Korean Men's doubles game have been suggested.


47 Research Trends in the Sociology of Sport: Sport for Development and Peace
Sun-Yong Kwon Vol.26, No.4, pp.659-677
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Abstract

The recent increases in international efforts for designing and implementing initiatives and programs about 'development though sport' have accompanied the remarkable growth of the 'sport for development and peace'(SDP) sector. This global prevalence of SDP and the resulting augmentation of its social significance have rendered a growing scholarly attention to SDP in the sociology of sport. Moreover, a grounding rationale for SDP initiatives to enhance positive individual and social changes through sport has also offered an interesting research area for the sociology of sport. This paper aims to review sport sociology literature about SDP. Major findings include a set of descriptive reports about the institutionalization of SDP and critical/reflective approaches to SDP's outcomes and limitations. It is noted that the institutionalization of SDP consists of ideological and policy endeavors, SDP organizations and institutions, and classifications of SDP project types. Despite of positive outcomes resulted from SDP programs, it has been highlighted that the ongoing issues and limitations of SDP include ambiguities of development concept, the Global North hegemony, unilateral top-down program management, and the inherent complexity and lack of program monitoring/evaluation.

48 Effect of Resistance Training on Cardiac Autonomic Nervous Function in Young Male Smokers
Maeng-Kyu Kim ; Choun-Sub Kim Vol.26, No.4, pp.678-689
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Abstract

The purpose of this study is to investigate the influence of resistance training with different exercise intensities on heart rate variability(HRV) in habitual smokers. Twenty-eight healthy young smokers participated in this study were randomly divided into three groups; CON(control), LRT(low-intensity resistance training; 50% 1RM), and HRT(high-intensity resistance training; 70%1RM), respectively. LRT and HRT groups performed an 8-week resistance training(4 upper- and lower body exercises) using weight training machines, whereas CON group maintained their regular activities. All groups were evaluated basal body composition, hemodynamic parameters, HRV as autonomic nervous function, and muscular strength (1RM and isokinetic test) before and after the 8-week training. To assess the effect of 8-week training with different intensities on autonomic regulation, time and frequency domain indices of HRV were calculated from 5min R-R interval recording. As results, both LRT and HRT groups increased baseline 1RM and isokinetic strength compared to CON group. Meanwhile, high-frequency power reflecting parasympathetic activity was significantly increased in HRT compared to CON group. In addition, normalized low frequency power(LF nu) indicating a shift of sympathovagal balance towards sympathetic predominance significantly decreased while normalized high frequency power(HF nu) which reflects vagal predominance significantly increased in HRT compared to CON group. Furthermore, improved cardiac autonomic regulation and parasympathetic activation had significant association with increased muscular strength. Overall, the 8-week training has enhanced muscular strength in both training groups, particularly autonomic balance improved in young habitual smokers with high intensity resistance training.


49 Analysis of Sports Injury Induced Behavior in Summer Sports
Tae-Wan Kim ; Kyoo-Jeong Choi ; Young-Jin Moon ; Joo-Ho Song ; Sang-Hyuk Park ; Eun-Kuk Kim ; Tae-Gyu Kim ; Seoung-Ki Kang ; Dae-Sung Roh Vol.26, No.4, pp.690-701
초록보기
Abstract

The purpose of this research is to provide the information about sports injury by surveying and analyzing a result, and to lead analytic and scientific training among the subjects being elite summer sport athletes. All sports injuries are recorded on injury report form and the following results were obtained. In Cycle sport, the prevalence of injuries of the low back, knees were highest. and In Table tennis sport, the prevalence of injuries of the ankle was highest due to the chronic fatigue. The prevalence of injuries of the shoulder, low back were highest due to the overuse of joints. In Badminton sport, the prevalence of injuries of low back, knees, ankles were highest by overtraining. In Gymnastics, the prevalence of injuries of the low back, knees, ankles were highest. In Archery sport, there is a lot of injuries to the shoulder and neck. In Weight lifting sport, the prevalence of injuries of the low back, knees, and ankles were highest. In Golf sport, the prevalence of injuries of knees, low back were highest. In Hockey sport, the prevalence of injuries of ankles, knees, low back were highest. In Boxing sport, the prevalence of injuries of hands, shoulder, the low back were highest, In Judo sport, there are overall damage occurred in parts of the whole body, but the prevalence of injuries of ankles, knees, low back were highest. In Fencing sport, the prevalence of injuries of the low back, knees were highest. In Wrestling sport, although there is a difference slightly depending on freestyle and Greco-Roman, but the prevalence of injuries of knees, ankles, low back were highest. In Handball sport, the prevalence of injuries of ankles, knees were highest. In Taekwondo, the prevalence of injuries of ankles, knees, feet were highest.

50 The Development and Validity of Competitive State Anxiety of Taekwondo Form Athlete
Seul-Gi Jo ; Jeng-Taek Shin ; Jung-mo Kim ; Jae-Wook Hwang Vol.26, No.4, pp.702-722
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Abstract

The purpose of this study was to develop and validity Competitive State Anxiety Scale for Taekwondo Form athlete(CSATF). The participants were composed of the 48 Taekwondo Form athlete to explore sub-factors of Competitive State Anxiety for Taekwondo Form athlete. The data were collected by an open-ended questionnaire and interview. The participants were composed of 257 national Taekwondo Form athlete to develop Competitive State Anxiety Scale for Taekwondo Form athlete. This 157 athlete data were used for items analysis, reliability analysis and exploratory factor analysis. And 100 athlete data were utilized for confirmatory analysis. Also convergent validity, discriminant validity, predictive validity latent mean analysis of CSATF were performed The results of this study were as follows. Firstly, the results revealed that the four general dimensions were identified such as cognitive anxiety, somatic anxiety, state of confidence, environmental anxiety. Secondly, CSATF comprised cognitive anxiety(5 item), somatic anxiety(5 item), state of confidence(5 item) and environmental anxiety(6 item). Thirdly, convergent validity, discriminant validity and predictive validity, the multi-group analysis according to gender examined validity of CSATF.


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