A Study on the Feasibility of Win-Win Growth in Wholesale Market

Jong-Moon WON 한국유통과학회 2020 The Journal of Industrial Distribution & Business( Vol.11 No.4

Purpose: At a time when the distribution industry is dominated by capital and technology, win-win growth among businesses groups (BGs) in wholesale market is becoming a social issue. Therefore, through analysis of market growth, market concentration (MC) and market power (MP), we want to identify the structure of the wholesale market and the competitiveness of the BGs in terms of market share (MS), sales-profit ratio (SPR), and labor productivity (LP) to explore the possibility of win-win growth. Market situation: Wholesale and Retail sales ratio (W/S) continues to increase, which also means inefficiency in distribution channels or opportunities in wholesale markets. Wholesale sales have grown 8.3 percent annually over the past 15 years, while the number of companies and workers has declined since 2017, which is why some restructuring is believed to begin in the wholesale industry. In terms of MC and MP, the growth potential of SBG can be found in FCB, ARM, FBT and CME BTs. Methodology and data: Through ANOVA and Regression Analysis, the 2015 Economic Census Data of KOSTAT was analyzed. Results: The results of ANOVA show that statistically significant SBG has a larger MS than LBG. The SPR was not different among BGs. LP is higher for LBG than for other BGs. Regression results show that the employment weight (EW) and the company size (SC) have positive effects on the MS, but the company weight (CW) and employment size (SE) have negative effects. In the case of SPR, the CW is positive and the EW is negative. In addition, LP appears to be more positive as SC in the BGs is larger. Conclusions: Although there is sufficient potential for SBG in the wholesale market, there is a problem that needs to increase LP. Therefore, the SBG needs to restructure in terms of number of companies and SC to improve the efficiency of employment. In terms of MC and MP, the SBG looks for possibilities in FCB, ARM, FBT and CME BTs. In addition, SBG that seeks higher returns with human services rather than simple sales is found to be competitive in the HHG, MES and CME BTs.

물류산업의 국민경제적 파급효과 분석

정동원 ( Dong Won Jeong ),한종호 ( Jong Ho Han ) 한국물류학회 2012 물류학회지 Vol.22 No.2

물류산업은 경제 발전에 중요한 역할을 담당하며, 산업경쟁력과 국가경쟁력을 결정하는 중요한 요소로 작용하고 있다. 본 논문에서는 산업연관분석을 이용하여 물류산업의 국민경제적 파급효과를 분석하고자 한다. 먼저 수요유도형 모형을 이용하여 물류산업의 타 산업 생산유발효과, 부가가치 유발효과, 취업유발효과를 살펴본다. 다음으로 상대적으로 복잡성 때문에 잘 사용되지 않았던 공급유도형 모형 및 레온티에프 가격모형을 적용하여 물류산업의 공급지장효과 및 물가파급 효과를 살펴본다. 이러한 분석은 모두 물류산업을 내생부문이 아닌 외생부문으로 다룸으로써 물류산업을 중심으로 이루어지게 된다. 주요 분석결과를 요약하면 다음과 같다. 물류산업의 1원 생산은 타 산업의 생산을 0.5104원만큼 유발하며, 타산업의 부가가가치를 0.1722원만큼 유발한다. 또한 물류산업의 10억원 생산은 타산업에서 2.2554명의 취업을 유발한다. 한편 물류산업에서 1원의 공급이 이루어지지 못할 때, 타 산업에서는 0.9387원의 생산차질이 발생하여 공급지장효과가 제법 큰 편이다. 마지막으로 물류산업의 가격이 10& 상승했을 때, 국민경제 전체적으로 미치는 물가파급효과는 0.0276%로 분석되었다. The logistics industry in Korea plays a major role in the national economy development and to make decision nation and industrial competitiveness, This study attempts to examine the economic impacts of the logistics industry using an inter-industry analysis, Specially, the study investigates production-inducting effect, value added inducing effect, and employment-inducing effect of the logistics industry based on demand-driven model. Moreover, the study deals with supply shortage effect and sectoral price effect by using supply-driven model and leontief price model, respectively, which have been rarely used because of their complications involved in computaiton. These analyses pay particular and close attention to the distribution industry by taking it as exogenous rather than endogenous. Some interesting findings emerge from the study. First, the production of 1.0 won in the logistics industry induces the production of 0.5104 won and the value-added of 0.1722 won in other industries. Second, the production of 1.0 billion won in the logistics industry causes the employment of 2.554 persons in other industries. Third, the supply shortage of 1.0 won in the logistics industry disables other industries to produce 0.9387 won. Finally, an increase of 10% in price level of the logistics industry raises the overall price level by 0.0276%.

데이터 마이닝을 활용한 한국 프로야구 구단의 승패예측과 승률 향상을 위한 전략 도출 연구

김원종 ( Kim Won-jong ),최연식 ( Choi Yeon-sik ),유동희 ( Yoo Dong-hee ) 한국스포츠산업경영학회 2018 한국스포츠산업경영학회지 Vol.23 No.3

본 연구에서는 데이터 마이닝 기법을 활용하여 한국 프로야구의 승패예측모형을 구축하는 실험을 진행하였다. 이를 위해, 2017년에 실시된 한국 프로야구 10개 구단의 전체 경기 중 무승부 경기를 제외한 1,418경기에 대한 자료를 사용하였다. 승패예측모형에는 의사결정나무, 베이즈넷, 인공신경망 알고리즘과 앙상블 기법인 배깅과 부스팅이 사용되었으며, 그 결과 배깅 기법에 인공신경망을 적용한 예측모형에서 가장 높은 예측률인 85.18%를 기록하였다. 다음으로 의사결정나무 기반 예측모형을 활용하여 한국 프로야구 전체 구단에 관한 8개의 승패규칙을 도출하였다. 여기에서 승패규칙은 승패예측에 영향을 미치는 주요 요인들인 팀출루율, 팀타율, 피안타, 안타, 타석, 타수로 표현되며, 도출된 규칙을 바탕으로 구단의 승률 향상에 도움을 주는 전략을 제안하였다. 또한 플레이오프 진출 구단과 미진출 구단에 관한 승리규칙을 각각 4개씩 도출하였고 이를 바탕으로 두 집단에 맞춤화된 승률 향상 전략을 제시하였으며, 실제 구단에서 선수를 영입한 방향과의 비교를 통해 제시된 전략의 활용 가능성을 확인하였다. This study conducted an experiment to develop win-loss prediction models for the Korean professional baseball league using data mining techniques. To this end, we used data on 1,418 games from all games played by the ten Korean professional baseball teams in 2017, except draw games. We developed win-loss prediction models using not only a decision tree, Bayse net, and artificial neural network algorithms, but also ensemble methods, such as bagging and boosting. As a result, first, we found that the artificial neural network-based prediction model using the bagging method reported the best accuracy (85.18%). Second, we derived eight win-loss rules for entire teams from the decision tree-based prediction model. These rules consist of six influential factors: team on base average, team batting average, hit by opponent, hit, plate appearances, and at bat. Using the derived rules, we proposed helpful strategies for improving the winning rate. Third, we derived four winning rules for both playoff teams and non-playoff teams; using the rules we proposed customized strategies for improving the winning rate of the two different groups. Finally, we confirmed the feasibility of the proposed strategies by comparing non-playoff teams’ actual player recruitment strategies.

氣溫ㆍ濕度ㆍ風速이 마라톤 選手의 競技記錄에 미치는 影響

원종세 건국대학교 교육연구소 2000 論文集 Vol.24 No.-

This study was intended to identify the effect of temperature, humidity and wind velocity on the marathoners' records in the marathon race. For this purpose, this study attended to analyze the effect of factor on the record of marathoners in the marathon races with a focus on the 10-year officially approved records(1989-1998) of to 120 top winners and winning athletes(annual number of athletes)- ranging from 1ST To 6th places- of the Dong - A Marathon Race and the Cho-Il Marathon Race which are the most authoritative of the marathon races that are held in Korea. This study conducted bivariate correlation analysis, multiple regression analysis, linear regression analysis and trend analysis about data using such statistical programs as SPSS-PC V.7.5 and MINITAB. Based upon the results of the above methodology and data analysis, the following conclusion were drawn: 1.In setting the record in the marathon races, the optimal temperature was 5-10℃ and as temperature rose by 1℃, their top winners' records dropped by 16.1 second and the wining athletes' average records(1st to 6th places) dropped by 35.3 seconds. It was found that the effect of temperature on the winning athletes' records varied among athletes. That is, they could be divided into 1)the type of athletes who dropped with the rising temperature, 2) the type of athletes whose records became better with the rising temperature and 3)the type of athletes who were not influenced by temperature. 2.It was found that humidity did not have an effect on top winners' records and winning athletes' average records within the temperature range of 5-10℃. But the effect of humidity on winning athletes' records varied among marathoners. They could be divided into 1) the type of athletes who were not influenced by humidity, and 2) the type of athletes whose records rose with the rising humidity at temperature below 15℃. 3.It was found that wind velocity did not exert an effect on marathon top winners' and winning athletes' average records. 4.It was found that of the factors influencing the marathoners; record(i.e. temperature, humidity and wind velocity), temperature and humidity were the factors dropping their records while wind velocity was the factor bettering marathoners' records. But the principal factor having the most effect on marathoners' records was found to be temperature, and athletes' marathon records tended to drop as temperature rose. Korean winning athletes tend to improve in terms of competitive power. The winning athletes' records become better by 12″-15″/year on average in the Dong-a Marathon Race while they became better by 6″/year on average in the Cho-Il Marathon Race. Therefore, the winning athletes' records are ecpected to better by about two minutes in the Dong-a Marathon race and by about one Minutes in the Cho-Il Marathon Race in 10 years.

Code-switching and cognitive models of the process of simultaneous interpreting

Won, Jong-Hwa 한국통역번역학회 2007 통역과 번역 Vol.9 No.2

Won, Jong-Hwa. (2007). Code-switching and cognitive models of the process of simultaneous interpreting. Conference Interpretation and Translation, 9(2), 89-112. Bilingual code-switching has long been recognized as an important linguistic phenomenon worthy of serious investigation. Code-switching is a special skill possessed by bilinguals which allows them to switch from one language to another in the course of a communicative exchange without slowing down speech delivery. The process involves the integration of the morphological, phonological, and syntactic structures of the two codes or languages in real time. Code-switching is a particularly vital aspect of the behavior of the simultaneous interpreters. Indeed, one of the major defining characteristics of simultaneous interpreting is that it inevitably involves code-switching in which switches occur moment by moment not only by the speakers but by the interpreters themselves. Code-switching can also be said to occur when interpreters listen in one language and delivers in another. Few interpreting models formulated so far, however, have incorporated the code-switching process, with the result that simultaneous interpreting is presented as a strict, linear, one-way process. This paper asks the question “To what extent should the theory of code-switching be drawn upon in describing and explaining the process of simultaneous interpreting?” and a tentative answer is offered by integrating the switching process into Setton’s (1999) simultaneous interpreting model. Keywords: Code-switching, mental lexicon, parsing, executive, frame

혼합 과일 발효주의 품질 특성 및 생리기능성

신자원, 한상민, 박원종, 이종수 배재대학교 자연과학연구소 2014 自然科學論文集 Vol.25 No.1

새로운 생리 기능성 과실주를 개발하고자 포도와 사과, 배, 복숭아 등을 이용하여 혼합 과일 발효주를 제조하여 이들의 품질특성과 생리기능성을 조사하였다. 혼합 과일 발효주의 에탄올 함량은 9.6% 이었고 총산함량과 휘발산 함량은 각각 0.73%와 0.086% 이었다. 또한 총 기호도는 신맛과 쓴맛이 살아있고 단맛이 적어 우수하였고 노화억제에 관련된 항산화 활성이 28.2% 이었고 항고혈압성 안지오텐신 전환효소 저해활성이 61.2% 로 우수하였다. To develop a new physiological functional wine, quality characteristics and its physiological functionality of the mixed fruit(Mf) wine were investigated. Ethanol contents of the Mf wine was 9.6%, and total acidity and volatile acid content were 0.73% and 0.086%, respectively. Anti-aging antioxidant activity of the Mf wine was 28.2% and anti-hypertensive angiotensin -converting enzyme inhibitory activity was very high 61.2%.

메티실린 내성 황색 포도알균에 의한 연조직 및 골 감염에 대한 전환요법으로서의 경구 Rifampin의 유용성

손종원,김신우,하상우,이응갑,정덕원,장현하,이종명,김능수 대한감염학회 2005 감염과 화학요법 Vol.37 No.6

목적 : 메티실린 내성 황색 포도알균에 의한 연조직및 골 감염의 치료 시 glycopeptide약물의 정주 요법에 이은 경구 항생제로의 처방 전환이 요구되는 경우가 많으나 마땅한 경구 약제의 선택이 어려운 실정이다. 이에 경구 rifampin을 메티실린 내성 황색 포도알균에 의한 연조직 및 골 감염에 사용하여 치료한 경우를 분석하여 그 유용성 정도와 실패한 경우 실패의 위험인자를 알아보고자 하였다. 재료 및 방법 : 2001년 1월부터 2004년 9월까지 메티실린 내성 황색 포도알균에 의한 연조직 및 골 감염 환자를 대상으로 rifampin을 그 치료 목적으로 사용한 44명의 환자를 의무 기록과 X선 사진을 통해 후향적으로 분석하였다. 기초 자료를 분석하였고 감염이 재발하여 치료 실패로 판정된 환자들에 대해 치료 실패의 원인이 될 만한 주요 변수에 대한 Chi-square 검증과 로지스틱 회귀분석을 시행하였다. 결과 : 치료 후 재발은 20.5% (8/39)였으며 재발 예와 사망에 대한 위험요소에 대한 단변량 분석에서 고관절 보형물이 있는 경우 흔하였으나 통계적 차이에는 미치지 못하였다(P=0.065). 고관절 보형물 외에 동반된 질환들, 쇼크의 동반, 균혈증의 동반, 경구 시 ciprofloxacin과 rifampin의 병합 복용 기간 등을 혼란 변수로 사용한 다변량 로지스틱 회귀분석에서는 고관절 보형물 만이 통계적으로 유의하였다(P=0.044). 결론 : 메티실린 내성 황색 포도알균에 의한 연조직및 골 감염에 rifampin과 다른 약제를 병합하여 치료하는 경우 재발은 적었다. 치료 실패의 경우는 고관절 부위 감염과 같이 보형물을 쉽게 제거하기 어려운 상황과 관계되는 것을 보여준다. Background : Rifampin is sometimes used in combination with other anti-staphylococcal agents to treat methicillin-resistant Staphylococcus aureus (MRSA) infections but few reports are available about the usefulness of rifampin against MRSA infections, especially in soft tissue and bone infections. Thus, we evaluated the efficacy of rifampin as switch therapy for soft tissue and bone infections caused by MRSA and assessed the risk factors for treatment failure. Materials and Methods : We retrospectively studied 44 patients who had soft tissue and bone infections caused by MRSA and were treated with rifampin in combination or as monotherapy as switch therapy from January 2001 to September 2004. Results : The mean age of the subjects was 50.2 years and the number of male and female were 34 and 10, respectively. Median duration of rifampin use was 32 days and 25% of the patients had artificial prostheses. Thirty one patients (79.5%, 31/39) were cured with parenteral glycopeptide followed by rifampin in combination or as monotherapy. Eight patients (8/39) recurred after the completion of treatment. The presence of hip prosthesis was the only significant risk factor (P= 0.027) in multivariate logistic regression test. Rifampin was tolerable in all cases. Conclusion : Rifampin as switch therapy for soft tissue and bone infection caused by MRSA was effective in 79.5% (31/39) of sujects. The treatment failure seems to be associated with unremovable infected prosthesis.

현덕의 『광명을 찾아서』와 리얼리즘 소년소설의 계보

원종찬 ( Won Jong-chan ) 인하대학교 한국학연구소 2016 한국학연구 Vol.0 No.40

본고는 현덕의 장편 소년소설 『광명을 찾아서』에 관한 필자의 이전 논문의 후속편이다. 이전 논문에서는 현덕의 모든 작품들을 대상으로 ‘부권부재’ 양상의 상호텍스성을 살펴 작가의 월북동기를 밝히는 데 초점을 두었다. 이번 논문에서는 『광명을 찾아서』의 아동문학적 가치를 ‘리얼리즘 소년소설의 계보’라는 관점에서 살피는 데 초점을 두었다. 여기에서 확인되는바, 정부 수립 직후에 나온 『광명을 찾아서』는 식민지시대 리얼리즘 소년소설 계보와 분단시대 리얼리즘 소년소설 계보를 잇는 핵심고리였다. 카프(KAPF) 작가를 방계로 친다면, 직계는 ‘방정환-이태준-현덕-이원수-권정생’으로 이어지는 그림이 그려진다. 이 계보는 한국 소년소설의 전개에서 등뼈에 해당한다. 이 계보의 소년소설이 보이는 공통점은 ‘불우한 소년주인공’과 ‘폭력적인 시대 환경’으로 요약되는데, 현덕은 ‘소년의 성장’이라는 요소를 추가함으로써 ‘소년소설의 리얼리즘’을 본궤도로 올려놓은 중간 전환점이었다. 엄밀한 의미에서 그에게 ‘소년소설의 개척자’라는 칭호를 부여할 수 있는 이유가 여기에 있다. This study is one just followed previous thesis about 『In Search of Light』 written by Hyun Duk. The previous study focused on figuring out his motive of going to North Korea, investigating intertextuality of ‘absence of paternal authority’ situation in all the works of Hyun Deok. On the other hand, this study focused on exploring value of children’s literature from viewpoint of ‘genealogy of realism juvenile novel’. As identified here, 『In Search of Light』 published just after the foundation of Korean government was a link to connect genealogy of realism juvenile novel in colonial era with genealogy of realism juvenile novel in the era of divided country. The KAPF writers could be classified to collateral line while this would be a direct line-‘from Bang Jeong-hwan, Lee Tae-joon, Hyun Duk, Lee Won-soo, to Gwon Jeong-saeng’. The genealogy would be a backbone in the development of Korean juvenile novel. The common points shown in the juvenile novel in the genealogy are summarized as ‘unfortunate boy hero’ and ‘violent environment of the era’. Hyun Duk developed ‘realism of juvenile novel’ into further elaborate form by adding the element of ‘boys’ growth’ to above two points. This is the reason why the title of ‘a pioneer of juvenile novel’ can be given to him in the strict meaning.

여단급 과학화전투훈련 체계 경제적 효과 분석

임종원(Jong-Won Lim),김수연(Soo-Yun Kim),김익현(Yeek-Hyun Kim) 한국산학기술학회 2021 한국산학기술학회논문지 Vol.22 No.12

본 연구에서는 여단급 과학화전투훈련 체계의 경제적 효과를 2가지 측면에서 분석하였다. 첫째, 2010년부터 2018년까지 대대급에서 여단급으로 확장된 과학화전투훈련 전력화사업에 대한 경제적 파급효과를 산업연관분석을 통해 생산유발 효과, 부가가치유발 효과, 고용유발 효과로 분석하였다. 둘째, 여단급 과학화전투훈련을 통한 예산 절감효과 분석을 위해 여단급 과학화전투훈련에 투입된 비용과 실탄을 사용하는 여단급 실기동 훈련의 투입된 비용 간 비용분석을 실시하였다. 연구결과 여단급 과학화전투훈련 전력화사업 간 4,449억원이 투입되어 생산유발 효과 6,883억원, 부가가치 유발 효과 4,777억원, 고용유발 효과는 4,795명인 것으로 분석되었다. 또한, 전력화사업 이후 여단급 과학화전투훈련을 통한 예산 절감효과는 1회 훈련기준 약 230억원이 절감되는 것으로 분석되었다. 본 연구를 통해 향후 육군에서 지속적으로 추진하고 있는 과학화훈련 관련 사업에 대한 타당성 확보 및 대외홍보를 위한 자로 활용할 수 있는 객관적 자료를 제시하였다. This study analyzed the economic effects of the KCTC System force integration project expanded from the battalion level to the brigade level from 2010 to 2018 in two aspects. First, using the input-output table issued by the Bank of Korea, the input-output analysis method, which analyzes the linkage structure and ripple effect between industries, was used to generate production inducement and the added value and employment inducement were analyzed. Second, as of 2020, the budget reduction effect of KCTC on a one-time basis was examined through a comparative analysis between the cost of a brigade-level actual maneuvering training using live ammunition and the cost of KCTC training of the same scale. The budget saved by one-time brigade-level KCTC training was approximately 23 billion won. The economic ripple effect was 688.3 billion won in production inducement, 477 billion won in value-added inducement, and 4,795 people in employment inducement effects. Finally, the analysis results derived through this study presented objective data that can be used as data for securing the validity of the science-related training projects that the Army is continuing to promote in the future and for public relations.

배구 서브리시브에 따른 팀 간 공격 차이 분석

김종원 ( Jong Won Kim ),김주학 ( Joo Hak Kim ),김진환 ( Jin Hwan Kim ),홍성진 ( Seong Jin Hong ) 한국스포츠정책과학원(구 한국스포츠개발원) 2011 체육과학연구 Vol.22 No.3

이 연구는 국내 남자프로배구경기에서 나타난 서브리시브에 따른 팀간 공격 차이를 서브리시브의 유효성, 세터/비세터에 의한 세트, 세터의 위치, 공격형태, 공격결과를 기반으로 어떠한 차이가 있는지를 알아보기 위하여 NH농협 2009~2010 V리그 남자프로배구경기 126경기를 대상으로 하였다. 분석된 요인들을 기반으로 팀간 공격형태별 빈도, 대전팀간 교차분석, 공격형태별 성공 비율 차이를 분석하여 다음과 같이 나타났다. 첫째, 요인에 따른 공격형태별 빈도를 분석한 결과, 서브리시브가 성공하였을 경우 7개팀 중 5개팀이 속공공격, 실패하였을 경우 7개팀 모두가 오픈공격의 빈도가 높게 나타났다. 둘째, 요인에 따른 대전팀 교차분석의 차이를 검증해 본 결과 차이가 나타났다. 시즌 1위팀인 S팀은 7위팀인 A팀보다 서브리시브 성공률에서 10%이상의 차이가 나타났으며, 서브리시브의 성공·실패와 상관없이 7개팀 모두 96%이상의 세트가 세터에 의해 이루어지는 것으로 나타났다. 또한, 공격결과 성공률 평균에서는 상위팀인 S팀·H팀(56.9%), 중위팀인 D팀·L팀(54.7%), 하위팀인 W팀·K팀·A팀(47.7%)로 나타나 상위팀일수록 더 높은 공격결과 성공률 평균이 나타났다. 셋째, 공격형태별 성공 비율 차이를 분석한 결과, 이동공격을 제외한 모든 공격형태에서 차이가 나타났다. 오픈공격에서는 S팀이 D팀은 제외한 모든 팀보다 높은 오픈공격 성공 비율의 차이가 나타났으며, A팀은 W팀을 제외한 모든 팀에게 높은 오픈공격 성공 비율의 차이를 나타내주는 특징을 보였다. 시간차공격에서는 K팀이 A팀을 제외한 모든 팀에게 높은 시간차공격 성공 비율의 차이를 나타내주었으며, 속공공격에서는 H팀이 D팀을 제외한 모든 팀에게 높은 속공공격 성공 비율의 차이가 나타났다. 후위공격에서는 하위팀인 W팀·K팀·A팀에서 상위팀들에게 높은 후위공격의 성공 비율의 차이를 나타내주는 특징을 보였다. 퀵오픈공격에서는 A팀이 K팀은 제외한 모든 팀에게 높은 퀵오픈공격 성공 비율을 나타내주는 특징을 보였다. 서브리시브에 따른 팀 간 공격에서 서브리시브의 유효성, 세터/비세터에 의한 세트, 세터의 위치, 공격형태, 공격결과에 따라 팀 간 차이가 나타났다. 안정된 서브리시브와 세트는 여러 공격형태와 높은 공격성공률과의 관계가 매우 높다고 볼 수 있다. 대부분의 기록에서 승리한 팀이 패배한 팀보다, 시즌 순위 기록으로 상위팀이 하위팀보다 우위를 나타내 여러 요인들의 안정 및 높은 성공률을 위하여 꾸준한 연습과 대전팀의 경기기록에 대한 연구가 필요하다. The study was to compare the differences of attacking patterns related to serve receives basing on effectiveness of serve receives, setter/non-setter, location of setter, type of attacks and outcomes of attacks. The subjects were 126 games in 2009~2010 Korean NH Nonghyub V-league men`s championships. The analysed factors were considered on frequencies of type of attacks by each team, cross comparisons between teams played and a ratio of successful outcome by the type of attacks. The results were found as following belows; Firstly, in the comparisons of frequencies on the type of attacks, 5 teams among 7 teams shown greater frequencies on counter-attacks while the teams were winning. Secondly, there were significant differences of types of attacks between teams. The championships` winner, team S was greater than other teams about 10 % of successful serve-receives and 96% of sets were done by setter without the relationships of successful or unsuccessful serve-receives. Also, the successful percentage of attacking outcomes were ordered by ranks such as superior team S and H (56.9%), mid-ranks team D and L (54.7%) and inferior team W, K and A (47.7%). Thirdly, in the comparisons of successful ratio of type of attacks, there were significant differences between the type of attacks except moving-attacks. In the open-attacks, the ratio by team S was greater than team D. In addition, there was significant difference on the ratio by team A excepted the comparing with team W. In the time difference attacks, the ratio by team K was different comparing to other teams excepting team A. In the counter-attacks, team H were greater ratio excepting to team D. In the backward-attacks, the inferior teams (W, K and A) made greater successful ratio of attacks against the superior teams. In the quick-attacks, there was grater ratio by team A against others excepted to team K. There were differences of the effectiveness of serve-receives, sets by setter/ non-setter, location of setter, type of attacks and outcome of attacks depending on the teams. The stable serve-receives and sets were highly relevant to the various types of attacks and greater ratio of successful attacks. The continuous practice and study on oppositional data are required in order to enhance their performances because the winning and superior teams were stable ratio of successful attacks rather than the losing and inferior teams.