Purpose The purpose of this study was to find out what young amateur golfers consider the most when purchasing golf apparel and to find out the Importance-Performance attributes when choosing golf apparel. Methods Amateur golfers in their 20s through 40s who have purchased golf clothing directly were selected as the subject. A total of 350 questionnaires were distributed using the purposive sampling method, and 331 copies as a final validity sample. For data analysis exploratory factor analysis Cronbach’α, frequency analysis, and Importance-Performance analysis by using SPSS 21.0. Results First, except for ‘fancy design’, ‘water-proof function’, ‘elasticity comfort’, ‘brand name’ there were significant differences between importance and satisfaction of selection attribute. Second, ‘harmonic colors’, ‘has its own characteristics’, ‘expressing beauty’, ‘elasticity comfort’ were analyzed to be situated in quadrant Ⅰ. Third, ‘fancy design’, ‘water-proof function’, ‘temperature maintenance function’, ‘elasticity and durability’, ‘brand name’, ‘high-priced yet popular brand’, ‘popular brand’ were analyzed to be situated in quadrant Ⅱ. Fourth, ‘comfortable to wear’, ‘convenient for physical activity’ were analyzed to be situated in quadrant Ⅲ. Fifth, ‘can be also worn for outdoor wear’, ‘wear for gathering’, ‘wear as daily attire’ were analyzed to be situated in quadrant Ⅳ. Conclusions The results will be the basis for effective target marketing on young amateur golfers who are rapidly emerging and will be able to grasp the characteristics of golf apparel that they really want.
This study has been conducted to develop methods and techniques for the analysis of data related to baseball performance using the winning and losing games. The purposes of the study were to examine differences of athlete performance for semi playoff, playoff, and Korean professional baseball series and to develop optimal forecasting model for the short term series. Data used in the study were taken from Korean professional baseball association. Three data sets including semi play off from 1982 to 2012, play off from 1989 to 2012, and Korean series from 1982 to 2012 were used. To compare athlete performance by winning and losing games for short-term series t-test was applied. This study created new parameters by weighted value through the equalization process to calculate skill related variables as a predicted variable. Three predicted models such as discriminant, binary logistic regression and artificial neural network models were developed to clarify the suggested models. The results showed that the number of significant parameters increased as the series continued. In particular, a variable related to error was added as a significant variable at the Korean Series. A third base hit in the play-off and a second base hit were also added as significant parameters in the play-off and the Korean series, respectively. In addition, W/L a major variables affecting a given technology area, the pitching PO, PO, the inertia, KS, the pitching, respectively. An artificial neural network model was finally selected with the highest accuracy and lowest input of estimated parameters in the semi play-off. In the play-off, artificial neural network model that applied technical area parameters by specialist criteria had better accuracy rate than two others. In the Korean series, artificial neural network model that created estimation parameters by applying all parameters was chosen as the final model. When the overall accuracy level of semi-play off, play off and Korean series was figured out, binary logistic regression model had higher accuracy of classification than discriminant model, but artificial neural network model had the higher accuracy of classification than binary logistic regression model.
Purpose The purpose of this study is to investigate the characteristics of the winners and the losers of curling games to provide the winner strategies for the curling stakeholder. Methods For this study, data was collected from 2014 Sochi Winter Olympics web-site(http://sochi2014.curlingevents.com), which covers 199 games in total. Using the collected data, we extracted additional data such as the shot types and accuracy per players, team average score per end, whether or not with hammer per end and so on. and then a Chi-square test in statistic package SPSS 23.0 was used. The statistical significance was considered with p< 0.05. Results As a result, it was found that there were statistically significant difference between winners and losers of curling game on the shot type and accuracy(Draw, Front and Clearing). It was also found that there was not statistically significant between winners and losers about the number of blank end per end. It was found that 9th end average score was relatively lower than the other end in both the winners and the losers. It was found that the characteristics of the winners tends to be successful in more point from 5th end to 8th end with hammer and steal without hammer. Conclusion In conclusion, the strategies to win the curling game is to improve the shot performance of Lead and Skip, to organize the operation sequence for the successful blank end, and to develop the database and software in curling.
Purpose The purpose of this study was to compare the official world records of UIPM in the last 3 years to find out the relationship between the score characteristics of fencing, swimming, equestrian, and laser-run events in the final rankings and to analyze the relative importance of each event. Methods For 3 years, from 2017 to 2019, a total of the data were collected, the final rankings, fencing conversion scores, swimming conversion scores, equestrian scores, and laser-run conversion scores for all male and female athletes who participated in the UIPM Level 1 World Cup and World Championships(1,197 finals and 2,173 qualifiers). The Multiple regression analysis was used to establish the relationship between the response(subjective) variable and the conversion score of the four explanatory(independent) variables. Results The results were compared by qualification (n = 2173) and final (n = 1197) by dividing into male (n = 1179) and female (n = 1591), and the fencing score was qualifications (male β= -.691, female β= -.533) and the finals (male β= -.632, female β= -.632), it showed the greatest influence in all. On the other hand, the swim score showed the lowest impact on both qualifications (male β=-. 021, female β=-.196) and finals (male β=-. 087, female β=-. 207). The fencing event plays a major role in passing the qualifiers and is a big variable for good performance in the finals. On the other hand, in the case of swimming scores, both men and women had the lowest impact on the final ranking, and there is a limit to the final performance of swimming scores in both qualifiers. Conclusion In conclusion, it is necessary to analyze and systemize the fencing skills of the world’s best athletes, including Korean athletes, to improve the Korean fencing athletes' performance, and through such scientific analysis, a system that enables fast and flexible responses to the upcoming Olympic. Additionally, even though the importance of all sports should be levelled due to the characteristics of modern pentathlon, relative importance is biased toward fencing and swimming events are neglected. Therefore, it is deemed necessary to conduct a follow-up study on whether the scoring system in modern pentathlon consists of a scoring system that supports the records of each event and the upper and lower scoring system.
PURPOSE The purpose of this study was to identify the scoring patterns of male and female Korean judo athletes by weight class, based on major international competitions from 2016 to 2021. METHODS We analyzed 1,508 scoring techniques, consisting of penalty, Waza-ari, and Ippon connected techniques, from male and female Korean athletes who participated in the Grand Prix, Grand Slam, Masters, World Championships, and Olympics. Chi-squared tests were conducted to examine differences in rounds, time, results, techniques, and continent by weight class. RESULTS In terms of differences in rounds, statistically significant differences were found in the men's lightweight and women's heavyweight categories. Statistically significant differences were found in the following: regarding differences in match time, in the men's heavyweight category; regarding match results, in the men's heavyweight category; and regarding differences in technique type, in the men's middleweight and heavyweight categories and in the women's lightweight and heavyweight categories. Finally, in terms of opponent continents, significant differences were found in both men's and women's lightweight categories. CONCLUSIONS In conclusion, this study confirmed the differences in wins and losses of male and female Korean athletes according to their weight classes. Based on this, it is necessary to analyze and systematize the technology types of the world's top athletes, including Korean athletes, to improve their judo performance.
Purpose Based on the match data of major judo world competitions in the last five years, this study identifies differences in general characteristics and environmental factors according to scoring technique and scoring times. And by exploring the factors associated with scoring technique, I would like to present a practical strategy that can be used to establish guided tactics. Methods 50,828 points were used for analysis of the entire men and women who competed from 2016 to 2020. Differences in the characteristics of the world's leading athletes according to their types of technique were used in conjunction with the chi-square test and the one-way ANOVA with Sceffe test to produce results. Results The results of this study showed that the type of skill by foot technique was the most common, and the ratio of hand skill to female player to push and foot skill was relatively high. The higher the weight class, the lower the ratio of hand technique, the higher the press rate, and the frequency of skill types also increased. At the Olympic Games, the ratio of hardening technique was higher than that of other competitions, and as the year progressed, the ratio of hand and waist technique increased, and the number of mat-hold decreased. The ratio of hardening technology was relatively high, and the ratio of hand-to-foot technology was relatively high as the semi-final and final rounds were higher. As for technical time, the male athlete's skill time appeared to be about 12 seconds longer on average, with the lowest in the heavyweight class and the longest in the lightweight class. Athletes from the Asian continent appeared to have the longest technical time, which is believed to have resulted from the characteristics of excellent physical strength, good endurance, and strong hardening technique. The skill time leading to the score by pressing and hand skill was the longest, and the waist skill and grip skill time were relatively short. Half of them appeared about 5 seconds shorter on average compared to the first round, and the more important the game (the 4th round, semi-final, and final) the longer the skill time. Conclusion In conclusion, through this study, the characteristics of the world judo players' skill types and time were confirmed, and based on this, it is necessary to analyze and systematize the technical types of the world's best athletes, including Korean athletes, in order to improve their judo performance.
This study has analyzed 33 domestic games and 26 overseas games by targeting women curling teams of home and abroad, and looked into what main performance variables are, how level differences of domestic team appear, and from which variables differences between winning team and defeated team come out in overseas teams. Also, main strategies has been suggested that are used most commonly for kick-off offense and latter offense, blank strategy in order to prepare countermeasures, and digital media DB has been constructed that can utilize proper countermeasures easily and simply, and a model has been proposed for predicting victory/defeat. To accomplish such goal, a variance analysis has been carried out by dividing domestic teams into each level after calculating frequency and ratio with SPSS18.0, and t-test analysis has been carried out by overseas teams. Also, the accuracy of victory/defeat classifications has been suggested by using an artificial neural networks method. As a result, a lot of technical proficiency differences have appeared among Class A(upper rank), Class B(middle rank), and Class C(lower rank) in domestic teams. The ‘Guard’ which is an aggressive variable has turned out to be used more in upper and middle teams than in lower team, and the ‘Tab Back’ has been used more in upper rank than in lower rank. Furthermore, regarding the average comparison on victory/defeat in international games, victory teams have more significant difference(p<.05) than defeated teams in accuracy of shot techniques and strategy accomplishing abilities, and victory teams have been turned out to use less ‘Drew’ and more ‘Take’ than defeated teams significantly in Drew and Take’ technique variable. Finally, the accuracy of a prediction model has been 91.7% for learning and 92.9% for the test result to predict the victory/defeat in international games through the artificial neutral network analysis. The prediction accuracy of domestic games was 81.0% for learning and 71.4% for the test.
Purpose The purpose of this study was to examine the relationship between the track records and physical abilities in elite cyclists(keirin). Methods Twenty three elite cyclists were measured height, weight, lower body circumference(thigh, calf, and ankle), basal physical abilities(grip/back muscle strength, 25m sprint, Sargent jump test, Burpee test, shuttle run test), one-repetition maximum(1RM) strength(back squat, bench press, leg curl, power clean, dead-lift, leg press), aerobic capacity(V̇O2max, METs, HRmax), and track records(200m and 500m). Stepwise multiple regression analyses were performed to investigate which physical abilities related to track records. Results A statistically significant relationship was found between 200m track records and 2 variables which were the thigh circumference and 1RM leg press(p<.05). Also, the thigh circumference and 1RM leg press were significantly related to 500m track records(p<.05). Conclusions The results showed that the thigh circumference and maximal strength were associated with the track records in elite cyclists(keirin).
The human foot is only part that directly contact between the body and the external environment, and is ideally positioned to provide sensory information to the Central Nervous System (CNS) during static and dynamic tasks. Through cutaneous mechanoreceptors located in the dermis, the foot is able to recognize touch pressure and vibration stimuli, which provide important feedback information used for the fine coordination of movements. The purpose of this study is to quantitatively examine the effect of changing the foot cutaneous sensory by temperature stimulus on maximal performance and muscle activation using wavelet technique. Sixteen healthy subjects volunteered to participate in this study (Male: Age 21.4±2.4years; Height 174.7±5.3츠; Weight 70.6±5.2kg; Female: Age 20.5±0.6years; Height 163.2±3.1cm; Weight 55.6±4.8kg). Sensory pressure thresholds were determined for the plantar surface of the foot using monofilament. Kinematic, kinetic and EMG data which relative to maximal performance were collected while squat jumping in each temperature condition(cool 12-15℃ normal 28-30℃ hot 45-48℃). Maximal jump height was significant higher in normal condition. Vertical GRF in normal condition showed higher peak value the other conditions. And then EMG signal were significant different between temperature conditions during maximal performance. By changed sensory feedback on temperature, one can alter maximal performance and muscle activation pattern. Cutaneous feedback is important in performance and neuromuscular control, and temperature changes significantly influence on lower extremity during maximal squat jump performance of healthy subjects.
Purpose The purpose of this study was to examine the relationship between performance factors and physical fitness in secondary school female biathlon athletes. Participants in this study were 14 female biathlon athletes. Methods All factors such as aerobic capacity(VO2max, %AT), wingate test(peak power, average power, fatigue index), isokinetic test(trunk, knee, hip, ankle), 1RM test(leg press, chest press, lat pull down), physical fitness(grip, knee and back muscle strength, sit & reach, power, agility) were tested. In order to analyze collected data, pearson product moment and multiple regression analysis were utilized. The results were summarized as follows : First, there was a significant correlation between aerobic. Results The results were summarized as follows : First, there was a significant correlation between aerobic capacity and three factors(standing broad jump, isokinetic test 60° right knee extension)(p<.01). There was a significant correlation between wingate test and four factors(isokinetic test 30° left ankle ever, 30° right ankle ever, 120° left ankle inver, leg press)(p<.10). Conclusion These results suggested new evidence that ankle strength is necessary for performance in female biathlon athletes.
