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Vol.33 No.4

코로나-19 시기의 비대면 실시간 필라테스 트레이닝이 좌식생활 중년 비만 여성의 신체구성, 심혈관기능 및 체력에 미치는 영향
Jung-Heon Choi ; Ko-Eun Choi ; Man-Gyoon Lee pp.521-534 https://doi.org/10.24985/kjss.2022.33.4.521
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Abstract

PURPOSE This study aimed to investigate how a 10-week online live Pilates training held during the COVID-19 pandemic affected body composition, cardiovascular function, and physical fitness in sedentary middle-aged obese women. METHODS Thirty obese women, aged 30 to 49 years (BMI : 25kg/m2 or more; waist circumference: 85cm or more) who were leading a sedentary lifestyle for more than 8 hours a day were assigned to one of two groups—that is, the Pilates training group (TR) and the control group (CON). Four participants were dropped from the study during the intervention period. Participants in the TR group (n=13) performed online live mat Pilates exercises (3 sessions per week; 60 minutes per session for 10 weeks, whereas participants in the CON group (n=13) were asked to maintain their normal lifestyles during the same intervention period. Independent variables related to body composition, cardiovascular function, venous function in the lower body, physical fitness, and 1-RM (repetition maximum) were measured at pre-test and post-test, and data were compared between the two groups and between the two tests. RESULTS 1) Regarding body composition, body weight, body mass index, fat mass, and waist circumference decreased significantly in the TR group. 2) Regarding cardiovascular function, stroke volume and cardiac output increased significantly in the TR group, and total peripheral resistance decreased significantly in the TR group. 3) Regarding venous function in the lower body, blood flow velocity and blood flow volume of the parenchyma area increased significantly in the TR group. 4) Regarding physical fitness, cardiorespiratory endurance, muscular endurance, flexibility, and balance improved significantly in the TR group. 5) 1RM of biceps curl, lat pull-down, leg curl, and leg extension increased significantly in the TR group. CONCLUSIONS It was concluded that the 10-week online live Pilates training had positive effects on the body composition, cardiovascular function, venous function in the lower body, and physical fitness of middle-aged obese women leading sedentary lifestyles.

유스 축구선수들의 외측 발목 염좌 병력 유무에 따른 달리기 생체역학 차이
Inje Lee ; Sunghe Ha ; Sae Yong Lee pp.535-542 https://doi.org/10.24985/kjss.2022.33.4.535
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PURPOSE This study aimed to identify movement pattern differences in the running of youth soccer players with and without lateral ankle sprain (LAS) histories. METHODS A total of 12 participants were recruited and assigned to the LAS group or the control group. All participants were assessed for anthropometric data, and they filled in the subjective ankle function questionnaires. Then, reflective markers were attached to their bodies, and they were instructed to run at the preferred speed on the 9-m runway thrice. 3D joint angles for ankle, knee, and hip joints were exported, and their mean values and 95% confidence intervals were calculated. Ensemble curve analysis was conducted to compare running kinematics between the groups. RESULTS The LAS group exhibited fewer dorsiflexion angles and more inversion angles compared to the control group. Excluding the dorsiflexion deficits and more inverted ankles, there were no significant differences between the groups. CONCLUSIONS Although the ankle kinematic patterns found in this paper are not considered LAS risk factors, it will be able to identify precise LAS risk factors with prospective design (e.g., lower extremity movement patterns) as well as intrinsic risk factors.

가속도계를 이용한 한국인들의 신체활동수준과 심혈관 대사 질환 요인 및 대사증후군과의 관계 : 2014-2016 국민건강영양조사를 활용하여
Myong-Won Seo ; Jung-Min Lee ; Hyun Chul Jung ; Joon Young Kim ; Jong Kook Song pp.543-553 https://doi.org/10.24985/kjss.2022.33.4.543
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PURPOSE This study aimed to examine the associations between accelerometer-measured physical activity and both cardiometabolic disease risk factors and metabolic syndrome in Korean adults. METHODS We performed a retrospective cohort study with age-sex matched case-control using data from the 2014-2016 Korea National Health and Nutrition Examination Survey, which was administered to South Korean adults (n=320). Individuals were categorized into quartiles based on accelerometer-measured moderate-to-vigorous physical activity (MVPA). Demographic and physical characteristics, waist circumference, visceral adiposity index, blood pressure, lipid profiles, and TG/HDL-C were observed. The associations between MVPA status and cardiometabolic disease risk factors as well as metabolic syndrome were determined using multiple logistic regression. RESULTS For the waist circumference, SBP, DBP, MBP, visceral adiposity, triglyceride, and a surrogate estimate of insulin resistance, the Q1 and Q2 groups had higher means compared with the Q3 and Q4 groups. HDL-C was higher in the Q3 and Q4 groups compared to the Q1 and Q2 groups. Odds ratios for cardiometabolic disease risk factors and metabolic syndrome decreased in a curvilinear manner with the increasing quartile of MVPA. CONCLUSIONS Adults with higher MVPA participation were strongly associated with cardiometabolic disease risk factors and metabolic syndrome.

사이드 커팅 시 방향 예측 유무와 성별에 따른 신경근 조절 패턴 비교분석 연구
Sabin Chun ; Sangha Park ; Duhyun Kim ; Jae Myoung Park ; Jong Chul Park pp.554-561 https://doi.org/10.24985/kjss.2022.33.4.554
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PURPOSE This study aimed to identify the lower limb muscle activity based on direction prediction presence or absence and gender during side cutting in healthy college students. METHODS The study participants included 14 healthy males and females (8 males; 6 females). All participants ran at full speed for a distance of 12m, and side-cutting was carried out at 45 degrees in a randomly indicated direction and in a fixed direction. Simultaneously, data regarding vastus medialis, vastus lateralis, semitendinosus, and biceps femoris muscle activity of the dominant leg were collected using an electromyography sensor, and data regarding vertical acceleration were collected using an inertial sensor attached to the pelvis. A sync webcam was used for obtaining the initial contact of side cutting and the stance period time. During the 10 milliseconds (pre-activation) prior to the initial contact and 50% of the stance phase (loading phase), vastus medialis, vastus lateralis, semitendinosus, and biceps femoris average muscle activity and hamstring to quadriceps ratio included as variables. RESULTS During the pre-activation and loading phase, the vastus medialis muscle activity of the male group was higher in the unexpected condition than in the expected condition. Furthermore, hamstring to quadriceps ratio was confirmed to be lower under unexpected condition compared to under expected condition during on loading phase. CONCLUSIONS The study results suggest that the risk of anterior cruciate ligament injury may increase with side cutting under unpredictable conditions. It is expected to provide useful information for identifying factors related to knee injury in the general population.

스포츠 라이프스킬 리더 역량 강화 프로그램 적용 사례
Yunkyung Yang ; Taehee Lim ; Ohjung Kwon ; Junsu Bae pp.562-577 https://doi.org/10.24985/kjss.2022.33.4.562
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PURPOSE This study aimed to apply a capacity building program to sport life skill leaders and to provide cases of this process. METHODS The study participants included four leaders (male=2, female= 2, Mage=37.5) who were managing a sport life skills program at a university. They participated in a capacity building program, which consisted of (a) understanding (leader seminar), (b) application (managing the sport life skills program), and (c) evaluation (leader’s self-reflection), which were conducted in eight sessions. Four leaders conducted self-evaluations using program quality assessment (PQA) during every session, and quantitative and qualitative data were collected. Qualitative data were derived using a cross-case analysis, and quantitative data were used for calculating the effect size after performing the paired t-test. RESULTS Analyzing the reported cases of sport life skill leaders, the use value of the capacity building program was identified. Furthermore, the cases reported by the four leaders enabled observation of how the leader’s capabilities were strengthened. In the paired t-test, the effect size of physical and psychological safety, appropriate structure, supportive relationship, opportunities to belong, support for efficacy mattering, opportunities for life skill building, excluding integration of family, school, and community effort, were all significant. All effect sizes were found to have “very large effects.” CONCLUSIONS The capacity building program played a positive role in strengthening the leaders’ life skill coaching capabilities. These findings have practical implications—chiefly, it is important to strengthen leaders’ or coaches’ capabilities in order to foster life skill development and transfer of student-athletes.

중학교 축구팀을 위한 팀빌딩 프로그램 개발 및 적용
Seung-Jae Lee ; Jung-Taek Shin ; Sang-Hyun Kwon pp.578-587 https://doi.org/10.24985/kjss.2022.33.4.578
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PURPOSE This study aimed to develop a team building program for a middle school soccer team in order to verify its effects. METHODS A total of 50 middle school soccer players participated in the needs analysis, and 10 middle school soccer players participated the preliminary program. In addition, a total of 37 ‘S’ middle school soccer players and 2 coaches participated the final team building program to identify its effects. The team building program was developed through the following sequence: program goal setting, organization of program activities, and the pretest. Three types of questionnaires and a self-report were utilized to verify the effects of the team building program. RESULTS The team building program was developed based on interpersonal relationships, goal setting, and communication. The level of team cohesion, team communication, and coach-athletes interaction significantly increased through this program. Furthermore, the effects of stress relief and self-improvement were revealed through the self-report. CONCLUSIONS The team building program was determined to be effective and has various benefits. It is expected to contribute to the growth of middle school soccer players if coaches actively participate in the program with their athletes.

국가대표 태권도 선수의 시합준비 기간에 따른 심상전략 탐색
Tae-Jin Son ; Inchon Park pp.588-600 https://doi.org/10.24985/kjss.2022.33.4.588
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This study aimed to explore elite taekwondo competitors’ imagery strategies . The study participants were 10 elite taekwondo athletes, who worked for S business team. Data were collected through open-ended questionnaires and in-depth interviews. The data were collected based on Gould et al. (1992)’s proposed qualitative research method. The inductive content analysis of the imagery was conducted following the imagery type of Paivio (1985) and Suinn (1996). The law data and case of imagery were separated by three specialists. The results were as follows. First, elite taekwondo competitors generally used the types of imagery proposed by Paivio (1985) and Suinn (1996). In particular, imagery of anxiety regulation appeared with the highest frequency among factors and ordered imagery of motivation, imagery of skills, imagery of mental skills, and imagery of competition. Second, elite taekwondo competitors mainly used imagery of skills before two weeks for competition. They mainly used imagery of anxiety regulation the day before a competition. They used imagery of anxiety regulation and imagery of motivation on the day of a competition. They used imagery of motivation after the competition. In sum, elite taekwondo competitors used individual strategies in terms of imagery in order to ensure effective training and peak performance in competition. The strategy of imagery was applied differently based on the juncture of the competition.

골프 퍼팅에서의 QE 특성 연구
Seok-hyun Song ; Dong-Wook Han pp.601-611 https://doi.org/10.24985/kjss.2022.33.4.601
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PURPOSE The quiet eye (QE) is defined as the final fixation time that is a specific target prior to initiating movement. This study aimed to identify the cause of QE in golf putting and to present an efficient practice method for improving putting skills. METHODS Thirty participants were randomly assigned to one of three groups. Each group practiced golf putting in different ways for two days. RESULTS The QE group showed a significant difference in putting scores, which was higher than that of the control group. The visual-occlusion group showed no difference compared to the other groups in terms of putting scores. The QE group showed a significant difference in terms of QE in the retention and competition tests compared to the pretest. The control group tended to have a slightly longer QE in competition tests compared to the pretest. The visualocclusion group showed no statistically significant difference in QE based on the period. All three groups had significantly longer swing times over the selected period. There was no significant difference in terms of the alpha power of the occipital lobe based on group and period. CONCLUSIONS The position of the visual-occlusion group became stable. However, the QE did not lengthen. The QE group had a longer QE. Furthermore, the control group that practiced with their eyes open tended to have longer QE. Therefore, QE may be related to visual-based cognitive processing rather than posturalkinematics. Finally, this study proved that QE practice is a more efficient method for novices in golf putting.

학생선수와 지도자에 대한 스포츠 라이프스킬과 라이프스킬 전이의 효과 : 행위자-상대자 상호의존모형(APIM) 적용
Chang-Yong Jang ; Hongsun Song pp.612-623 https://doi.org/10.24985/kjss.2022.33.4.612
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PURPOSE This study examined the effect of sports life skills and life skills transfer of student-athletes and coaches, applying Actor-Partner Interdependence Model (APIM). METHODS Korean student-athletes and coaches from middle and high school sports teams participated in this study. There were 300 student-athletes (Mage=15.44, SD=1.64; male=218, female=82), with an average of 5.46 (SD=2.40) years of athletic career. Meanwhile, 33 coaches were (Mage=39.70, SD=8.36; male=26, female=7), with an average of 13.52 years of coaching career (SD=10.01). Measures included the Life Skills Scale for Student-Athletes (LSSSA; Jang et al., 2020) and Korean Life Skills Transfer Survey (KLSTS; Lim et al., 2018). Descriptive analysis, correlation, and APIM were undertaken by using the SPSS and AMOS programs. RESULTS First, the correlation between athletes’ and coaches’ life skills was not significant. Second, athletes’ life skills significantly affected their life skills transfer, similar to coaches’ life skills significantly affecting their life skills transfer. Fourth, coaches’ life skills did not significantly influence athletes’ life skills transfer, and the converse was not true either. CONCLUSIONS This study verified the effect of life skills development for two groups of athletes and coaches, on transfer in sports, and attempted statistical verification of whether it affects sports life skills and transfer between athletes and coaches. Although no statistically significant results were found in the partner effect, it is meaningful in that, it provided important implications for conducting a follow-up study on the relationship between athletes and coaches. In other words, it is expected to be a cornerstone for research on building a new model, along with investigating the interactive relations between athletes and coaches on life skills in the sports field.

운동목표 범주화가 목표진도인지와 목표성취동기에 미치는 영향 : 자기효능감의 조절효과를 중심으로
Seongjin Park ; Namkyeong Jang ; Yukyoum Kim pp.624-635 https://doi.org/10.24985/kjss.2022.33.4.624
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PURPOSE This research explores the underlying mechanism that determines how people perceive their goal progress and its relation with their motivation and self-efficacy. METHODS Three hundred and sixty Koreans who participated in an online survey were given salient individual exercise goals (11 workouts), and they reported their self-efficacy, goal progress perception, and motivation. We conducted dummy variable multiple regression analysis (2 [absolute progress-low (27%) vs. high (73%)] X 2 [categorization vs. no-categorization]) and multiple moderated mediation analysis based on Process Model 7 and 21 (Hayes, 2017). RESULTS The findings showed significant interaction between categorization and absolute progress on progress perception. In low progress condition, the categorization group perceived more progress than no categorization group and contrary effect in high progress condition. For motivation, in low progress condition, categorization group was more motivated than no categorization group, and inverse effect in high progress condition. Moreover, there was no direct effect, but only low self-efficacy group played the moderating role between perceived progress and motivation in conditional indirect effect. Lastly, the result indicated significant multiple moderated mediation effect. CONCLUSIONS This research theoretically contributes to the domains of categorization and motivation. Sport marketers can utilize categorization as a strategy by breaking down yearly memberships into monthly categories based on consumers perceptions. Future research can include subsequent motivation after a superordinate goal is completed.

프로스포츠구단의 ESG활동과 스포츠팬의 구단인지도, 구단애호도, 자기결정성, 자발적 행동의도의 관계
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PURPOSE This study aimed to empirically investigate the influence relationships between the ESG activities of professional sports teams and sports fans’ team recognition, team preference, self-determination, and voluntary action intention. METHODS From March 1, 2022, to May 31, 2022, a survey was conducted online and offline to secure 253 copies of the final valid study samples. Descriptive statistics, frequency analysis, correlation analysis, reliability analysis, confirmatory factor analysis, and structural equation model analysis were performed using SPSS 24.0 and AMOS 18.0. RESULTS First, it was found that ESG activities in professional sports teams had a positive effect on sports fans’ team recognition, team preference, self-determination, and voluntary action intention. Second, the team recognition and team preference of sports fans of a given professional sports team had a positive effect on their self-determination and voluntary action intention. CONCLUSIONS The study results showed that ESG activities must be enjoyed not only by a given club’s sports fans but also by its stakeholders. The results suggest that gaining empathy regarding sports fans increases awareness and preference, which can lead to long-term and deeply positive effects on self-determination and voluntary action intentionl.

빅데이터 분석을 활용한 보건소 모바일 헬스케어 어플리케이션 이용자들의 인식 분석
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PURPOSE This study aimed to investigate user perceptions regarding the mobile healthcare application of public health centers by using big data. METHODS The study data included 1,089 users’ reviews (from September 27, 2016 to December 23, 2021), which were analyzed using Python, Textom, KrKwic, UCINET 6, and the Net-draw program. RESULTS First, the evaluation of the application showed a higher number of “Good” responses (677 times) compared to “Bad” (329 times) and “Normal” responses (83 times). Second, network structures related to “Good” were “Like,” “Health care,” “Help,” “A sense of purpose,” “Grateful,” “Diet management,” “Exercise management,” “Easy,” “Recommendation,” “Satisfaction,” “Diet,” “Useful,” and so on. Third, network structures related to “Bad” were “Execution error,” “Request improvement,” “Question,” “Slow speed,” “Interlocking error,” “Lack of food type,” “Login error,” “Inconvenience,” “Delete and reinstall,” “Update error,” “Irritation,” “Connection error,” “Problem occurred,” “Direct input request,” “Not available,” “Waste of stars,” “Lack of function,” “Not enough,” “Stuffy,” “Lack of exercise,” and so on. Fourth, as a result of structural equivalence analysis, four clusters appeared: cluster 1 (negative function), cluster 2 (negative emotion), cluster 3 (positive function), and cluster 4 (positive emotion). CONCLUSIONS It is necessary to respond quickly in order to reflect on the users’ reviews, and active efforts are required to improve the program quality so that users can use it conveniently.

스포츠 브랜드 진정성 척도 개발
Jekyung Lee ; Joonho Kang pp.659-673 https://doi.org/10.24985/kjss.2022.33.4.659
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PURPOSE This study aimed to identify the dimensions of sport brand authenticity and to develop a valid and reliable scale for measuring such dimensions. METHODS Along with a sequential mixed method design, qualitative researches were conducted (a literature review on brand authenticity and the inherent value of sport, 5 one-to-one expert interviews, and a Delphi survey of 10 researchers). Based on the qualitative research results, an EFA (n=304), 2 times CFA (1st: n=304, 2nd: n=311), and correlation analysis using the other scale (brand relationship quality, brand attachment, brand credibility) were conducted to test reliability, construct validity, and criterion-related validity. RESULTS In the qualitative research results, 8 dimensions with 36 items were extracted; however 6 dimensions (originality, connectedness, legitimacy, authority, sport spirit, and expertise) with 28 items were identified as appropriate structures from EFA and CFA, and the relations between all the dimensions and other scales related to consumer attitude were statistically significant in the correlation analysis. CONCLUSIONS The findings suggest that the scale in this study could provide a new and specific perspective on sport brand authenticity, which is constructed using a general aspect and a sport specific aspect, and an understanding of the concept of sport brand authenticity in other sport industries.

확장된 계획행동이론과 체화된 인지이론을 적용한 관람형 태권도 관람객들의 관람행동 예측
Min-cheol Kim ; Sun-young Lim pp.674-686 https://doi.org/10.24985/kjss.2022.33.4.674
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PURPOSE This study aimed to identify the influence of certain factors on spectators' spectating behavior through the analysis of spectator-type Taekwondo spectators’ spectating behavior by applying the extended theory of planned behavior and embodied cognition theory and considering spectators’ desire to stay. METHODS A total of 305 surveys were used as the final sample. SPSS 24.0 and AMOS 26.0 were used for frequency , correlation, confirmatory factor, and structural equation model analyses. RESULTS First, attitudes, subjective norms, perceived behavioral control, and prior knowledge, which are predictors of the extended theory of planned behavior, had a statistically significant effect on the spectators’ desire to stay. Second, the spectators’ desire to stay had a statistically significant effect on the spectators’ content , environment, and behavior. Third , the spectators’ content and environment, which are sub-factors of the embodied cognition theory, had a statistically significant effect on the spectators’ behavior. CONCLUSIONS The study results suggest that attitudes, subjective norms, perceived behavior control, and prior knowledge, which are predictors of the extended theory of planned behavior, have a positive effect on the embodied cognition and spectator behavior of spectator-type Taekwondo spectators.

심리적 도박 중독성 지수 및 행동적 도박 심각도 지수를 통한 국내 스포츠베팅 이용자의 중독 영향요인에 대한 연구
Sung-Bae Roger Park ; Tae-Geun Kwon ; Myoung Jin Kim pp.687-700 https://doi.org/10.24985/kjss.2022.33.4.687
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PURPOSE This study aimed to a) develop suitable screening tools for identifying gambling severity in Korea and b) explore factors that affect the gambling severity index in order to prevent Korean sports betting users from easily falling into gambling addiction, thus providing practical and useful guidelines in this regard. METHODS This study examined Korean sports fans who had experiences of participating in sports betting (Sports Toto), a legal sports betting system in Korea. Toward this end, an online survey was conducted from May 10 to June 25, 2022. A total of 214 questionnaire results, excluding 23 who gave insincere and/or incomplete answers, were analyzed for normal distribution through skewness and kurtosis, and subscale scores were calculated after performing exploratory factor analysis and reliability analysis using Cronbach’s α. RESULTS A psychological gambling severity index and behavioral gambling severity index were developed based on a stepwise regression analysis, which was conducted using the demographic characteristics of domestic sports betting participants and their lifestyle habits (e.g., smoking and drinking, problem gambling severity index, self-control scale, and gambling expectation scale). CONCLUSIONS First, factors affecting the psychological gambling severity index were identified (having a job, job stability, and security) along with lifestyle habits (smoking and drinking). Second, gender, occupational characteristics, full-time employment, confidence in self-control, and desire for self-improvement were indicated as significant factors that influenced the behavioral gambling severity index.

대학교 학생선수를 위한 스포츠인권 교육프로그램 개발
Deockki Hong ; Eunju Ham ; Jong Mun Cheon pp.701-712 https://doi.org/10.24985/kjss.2022.33.4.701
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PURPOSE This study aimed to develop a sports-related human rights education program for college student-athletes. METHODS To do this, literature reviews, individual interviews, and experts’ meeting data were collected. The data were analyzed using content analysis and domain analysis. RESULTS The study involved five steps. First, the literature reviews examined the problems and improvement points regarding previous sports-related human rights education programs. Second, the direction of human rights in sports education programs was developed based on certain development principles and criterion. Third, eight sports-related human rights education lesson plans were developed. Each lesson plan had a format that contained lesson objectives, ice breaking quizzes, core contents, discussion sections, and essential summaries. Fourth, the program was validated using a pilot test. Last, a “human rights in sports” instructor education program was executed. CONCLUSIONS The program can be effectively used among college student-athletes.

COVID-19 시기 지역(도시, 시골)과 성에 따른 중학교 학령기 청소년의 강도별 신체활동 특성 분석
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PURPOSE This study aimed to analyze physical activity (sedentary, light, moderate to vigorous physical activity [MVPA]) characteristics of middle school students based on region (urban and rural) and sex. METHODS Data were collected from 216 students across 6 middle schools located in medium-sized urban (3 schools) and rural areas (3 schools), and the relevant physical activity was measured using a three-dimensional accelerometer (GT3X model). The collected data were inputted into the SPSS 20.0, and descriptive analysis and two-way ANOVA based on region and gender were performed (<.05). RESULTS The descriptive statistical analysis resulted in the following achievement rate of the physical activity standard (MVPA 60 minutes/day): 9.4%. The two-way ANOVA showed that the main effect according to gender was found in sedentary activity (F=5.258), light activity (F=6.790), and MVPA (F=32.274); furthermore, the main effect according to region was found in light activity (F=10.888) and MVPA (F=7.876). Interaction effect according to region and gender was found at all intensities, and the gap between rural and urban in male students was larger compared to that of female students. CONCLUSIONS After COVID-19, the level of physical activity among adolescents has worsened; this study found the problem of "decrease in physical activity; increase in sedentary activity" to be more serious among male students in urban areas.

스쿠버 다이버의 경험·재화 정도에 따른 인지적, 행동적, 정서적 레크리에이션 전문화의 최적 모형 탐색
Yujin Lee ; Sunhwan Hwang pp.722-736 https://doi.org/10.24985/kjss.2022.33.4.722
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PURPOSE Recreation specialization theory, which is characterized by a unique development process and progress, has been found to have varied pathways that develop in different patterns based on each dimension of recreation specialization. This study aimed to investigate how each sub-dimension of specialization changes as the degrees of experiential participation (frequency, period, and intensity of participation) and goods investment (expenditure) of the scuba divers increase. METHODS In the summer of 2021 (May-August), a purposive sampling method was used to collect samples from young scuba divers, and 278 copies of valid data were used for the final analysis. Frequency analysis, descriptive statistical analysis, confirmatory factor analysis, reliability analysis, correlation analysis, curve estimation analysis, and hierarchical regression analysis were performed using SPSS 24.0 and AMOS 24.0 ver. RESULTS The findings were as follows. First, the quadratic nonlinear model was identified as the optimal model for the relationships between the scuba divers’ participation intensity and cognitive, behavioral, and affective recreation specializations based on experience. Second, the cubic nonlinear model was identified as the optimal model for the relationships between the participation period, frequency of participation, and cognitive, behavioral, and affective recreation specializations of scuba divers. Third, the cubic nonlinear model was identified as the optimal model for the relationships between the expenditure cost of scuba divers and the cognitive, behavioral, and affective recreation specializations in the center of the goods. As the period, frequency, and expenditure of scuba diving participants increased, the relevant cognitive, behavioral, and affective specializations did not progress in a linear manner; instead, they went through an intermediate maintenance stage and developed to a higher level. CONCLUSIONS Progressive and meaningful consumption of experiences and goods further promotes recreation specialization. Any future follow-up study should identify a trade-off point in the development of the recreation specialization in a step by step manner.

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