• 제목/요약/키워드: Analysis of the relationship

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일반화 정준상관 행렬도와 프로크러스티즈 분석을 응용한 대한테니스협회 등록 선수의 체격요인, 체력요인 및 기초기술요인에 대한 분석연구 (A Study on the Relationship between Physique, Physical Fitness and Basic Skill Factors of Tennis Players in the Korea Tennis Association Using the Generalized Canonical Correlation Biplot and Procrustes Analysis)

  • 최태훈;최용석
    • Communications for Statistical Applications and Methods
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    • 제17권6호
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    • pp.917-925
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    • 2010
  • 일반적으로 정준상관 행렬도(canonical correlation biplot)는 정준상관분석에서 두 변수집단에 의해서 측정된 다변량 자료에서 변수 집단 간의 관계와 개체들의 관계를 탐색하기 위한 2차원 그림이다. 최근에 이를 활용하여 최태훈과 최용석 (2008)은 2006년도 한국여자골프협회(KLPGA) 선수에 대한 기술요인 변수군과 경기성적요인 변수군간의 관련성을 살펴보았고 최태훈 등 (2009)은 테니스 그랜드 슬램대회 선수특성요인과 경기요인에 대한 분석을 하였다. 더군다나 세 변수군 이상의 정준상관분석을 일반화 정준상관분석(generalized canonical correlation analysis)이라 하며 이와 관련하여 허명회 (1999, 6장)는 수량화 플롯을 제안하고있다. 이를 행렬도의 의미에서 일반화 정준상관 행렬도(generalized canonical correlation biplot)라하자. 본 연구에서는 대한 테니스협회(KTA)에 등록된 남자선수들 중 상위50명의 체격요인, 체력요인 및 기초기술요인에 대한 분석을 일반화 정준상관 행렬도를 적용하여 살펴보고 프로크러스티즈 분석을 통하여 전체선수, 상위랭킹과 하위랭킹 선수간의 행렬도 형상비교를 시도 하였다.

How to Measure Relationship Value in Principal-Retailer Context

  • PRASETYA, Prita;NAJIB, Mukhamad;SOEHADI, Agus W.
    • 유통과학연구
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    • 제19권1호
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    • pp.37-47
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    • 2021
  • Purpose: This study aims to review existing research on the definition, conceptualization, and measurement of relationship values to guide future research. This study specifically measures the relationship value between principals and retailers, which is still not widely discussed in previous research. Besides, to broaden our knowledge of the value-based determinants of competitive advantage, satisfaction, and retailer loyalty in business-to-business relationships. Research design, data, and methodology: This research assessed three alternative models of the relationship value construct's dimension structure and then tested for reliability, validity, and confirmatory factor analysis. The research sample is 185 retailers-data analysis using Structural Equation Modeling (SEM). Results: The results showed that product-based values and relationship-based values positively influenced competitive customer advantage, satisfaction, and loyalty. Conclusions: Relationship value construct can be measured and consist of five dimensions: product quality, delivery performance, customer orientation, service support, and personal interaction. They are key factors that maintain the relationship between principal and retailers. This study indicates that principals must invest more time and effort in building valuable relationships with their retailers. Finally, the value of relationships is a determinant of retailer performance: satisfaction and loyalty.

The Effects of Service Recovery and Perceived Justice on Customer Relationship in the Beauty Service Industry

  • Ryou, Eun-Jeong
    • 패션비즈니스
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    • 제19권3호
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    • pp.59-72
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    • 2015
  • The purposes of this study are to explore how the service recovery of the beauty shops and customers' perceived justice affect the customer relationship. A survey based questionnaire method was employed for this study. Data were collected by a convenient sampling of 232 female customers of hair beauty shops in Seoul and Busan. The data were analysed by using SPSS 21.0, including a frequency analysis, reliability analysis, factor analysis and multiple of regression analyses. The first result showed that all dimensions of service recovery had a significantly positive effect on the perceived justice. Especially, behavioral recovery of beauty shops was the major significant factor affecting perceived justice. Second, distributive justice and interactive justice had a significant effect on satisfaction. However, procedural justice did not have any significant effect on satisfaction. Finally, satisfaction was significantly and strongly associated with both trust and commitment. These results provide empirical proposition that the recovery strategies for complaint handling of the beauty service shop are related closely to relationship marketing.

기술혁신과 기업생산성과의 관계 실증연구 (The relationship between innovation and performance of Korean manufacturing firms: evidence from KIS2002)

  • 한상연;오인하;이정동
    • 기술경영경제학회:학술대회논문집
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    • 기술경영경제학회 2006년도 제28회 동계학술발표회 논문집
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    • pp.44-77
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    • 2006
  • The technological innovation has been recognized critical factors of productivity of firms and key contribution of improvement of firm performance for a long time. Many researchers have investigated the relationship between R&D investment or patents as a proxy of innovation and productivity. But there were some problem such as lacking of data and ambiguity of innovation definition. So, previous literatures have some difficulty in reliability of analysis for using only survey data. And investigating the relationship R&D and other factors is very difficult. Therefore, this paper tries to investigate and analysis the relationship between innovation and performance of Korean manufacturing firms. Using KIS2002(Korean Innovation survey 2002) which was based on Oslo manual in 2002 and financial data of firms (KISINFO), I will intend to establish the reliability of multiple analysis. In detail, I will investigate whether the innovation input have effect on the innovation output, whether the innovation output have effect on productivity for heterogeneity and what factor of innovation environment have effect on the innovation itself.

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대학생이 인식한 부모-자녀관계 특성에 따른 결혼가치관 및 배우자 선택조건 (A Study on University Students' the Values of Marriage and Partner Selection Criteria according to their Parent-Child Relationship)

  • 김진희
    • 한국생활과학회지
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    • 제23권3호
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    • pp.395-408
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    • 2014
  • The purpose of this study was to identify the effects of parent-child relationship perceived by university students on value of marriage and partner selection criteria. Questionnaires were distributed to 467 university students with questions covering topics including general personal information and characteristics, parent-child relationship, value of marriage and partner selection criteria. To analysis the data, t-test, ANOVA, and two step cluster analysis was used. The female group A with passive parent-child relationship had high level of negative value of marriage, male group D with active parent-child relationship had high level of romantic and instrumental value of marriage. The male and female passive group considered external condition as a partner selection criteria more than male and female active group does. As a partner selection criteria, passive male group recognized internal condition more than passive and active female group does. and active female group recognized situational condition more than passive male group does. This study reveals that university students' parent-child relationship does have an effect on their value of marriage and partner selection criteria. It is therefore proposed that diversify objectives and education content of family life education should relate not only to individuals' value of marriage but also to their parent-child relationship.

모바일 패션 쇼핑 특성이 관계 품질에 미치는 영향 (The Effect of Mobile Fashion Shopping Characteristics on Relationship Quality)

  • 안수경;류은정
    • 패션비즈니스
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    • 제21권1호
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    • pp.99-111
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    • 2017
  • This research analyzed the influence of mobile fashion shopping characteristics on customer loyalty through relationship quality. The data were collected subjects in their 20's-30's who had purchased fashion products using a mobile shopping channel. through an online survey using the self administered questionnaire. Exploratory and confirmative factor analysis were conducted to identify the dimensions of mobile fashion shopping characteristics and customer relationship variables. Mobile fashion shopping characteristics comprised four dimensions including tangibility, ubiquity, security and personalization. Customer relationship variables were identified as four dimensions such as satisfaction, trust commitment and loyalty. A structural equation modeling analysis was employed to examine the relationship between mobile fashion shopping characteristics, relationship quality and customer loyalty. Tangibility, ubiquity and security had a significantly positive impact on satisfaction and trust, but personalization had an influence on only satisfaction. Satisfaction had a significantly positive impact on commitment and loyalty. Trust had an influence on only commitment. In conclusion, relationship quality was found to be the appropriate model to explain the influence of mobile commerce characteristics on consumer' loyalty in mobile fashion shopping.

미용계열 대학생들의 학습양식, 교수 이미지, 학업성취도의 관계에 관한 연구 (The Study on the Relationship of Learning Style, Professor Image, and Academic Achievement in Cosmetology Majoring College Students)

  • 안현경
    • 패션비즈니스
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    • 제16권5호
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    • pp.178-191
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    • 2012
  • This paper is purposed to study on the relationship of learning style, professor image, academic achievement in cosmetology majoring college students, and to find the effective education methods of them. The research methods are survey with 400 persons & statistics analysis such as frequency, factor, regression analysis, using SPSS V.14. The results are as belows; 1. Learning styles are divided by (1) shirker, (2) participate, (3) stand-alone, (4) dependent, (5) cooperative, (6) competitive, and professor images are divided by (1) professor ability, (2) professor relationship. 2. There is a relationship in learning styles and professor images. Especially cooperative, participate, dependent valued professor ability, shirker devalued it and cooperative, stand-alone, dependent, competitive valued professor relationship, shirker devalued it. 3. There is a relationship on learning styles and the academic achievement. participate, stand-alone, dependent achieve in high glades and shirker, cooperative low ones. 4. There is a no valid relationship with professor images and the students' academic achievement. 5. The conclusion are; there are the relationship of learning style, professor image, academic achievement in cosmetology majoring college students. So shirker need endless motive giving program, participate personal record management system, dependent creative motivating program, participate class attractive factors, stand-alone learner centered program.

Mediating Effect of Psychological Empowerment on the Causal Relationship between High-Performance Work System and Organizational Citizenship Behavior in Social Welfare Organizations

  • Park, Miyoung
    • International Journal of Advanced Culture Technology
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    • 제8권1호
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    • pp.152-156
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    • 2020
  • The study is to examine the mediating effect of psychological empowerment on the causal relationship between high-performance work system and organizational citizenship behavior. This study collected data from public organizations that are responsible for social welfare provision in Daegu, Gyeongsangbuk-Do, and Pusan in South Korea. This study employs confirmatory factor analysis in Amos 21 to find the discriminant validity of all constructs and regression analysis by Baron and Kenny (1986) to test that psychological empowerment is a mediator of the causal relationship between high-performance work system and organizational citizenship behavior. As the result of the analysis, psychological empowerment has a significant mediating effect on the relationship between high-performance work system and organizational citizenship behavior. The study suggests to the managers in social welfare organizations how they need to enhance organizational citizenship behavior through psychological empowerment themselves.

우편 서비스의 법인 고객관계관리를 위한 프로토타입 소프트웨어 개발 (Development of a Prototype Software for a Corporate Customer Relationship Management in the Postal Service)

  • 김용수;최준연
    • 산업공학
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    • 제25권2호
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    • pp.229-240
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    • 2012
  • Conventional research on customer relationship management(CRM) in general has focused on the effects of individual customer's satisfaction, retention and profit management. However, corporate customers are more profitable than individual customers because of high volume and frequent transactions between companies. In this article, a prototype for a corporate customer relationship management is developed in the postal service. First, the frequency and amount of customers' usage were examined, and thereby the corporate customer rating scheme was established to provide customized service. Second, five different types of usage patterns were determined using clustering analysis. In addition, we presented the rationales behind the five types of patterns. Third, RFM(recency, frequency, monetary) analysis was performed, and then action plans were developed to increase sales. Finally, the prototype software was developed to automatically perform the above analysis using MS Excel program.

옴니채널의 지각된 편리성과 유용성이 옴니채널 사용과 소비자-브랜드 관계에 미치는 영향 (Omnichannel's Perception Effect on Omnichannel Use and Customer-Brand Relationship)

  • 임덕순;한상설
    • 유통과학연구
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    • 제14권7호
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    • pp.83-90
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    • 2016
  • Purpose - This study focuses on new type distribution channel that named as Omnichannel. Omnichannel is developed from Multichannel which is used in many distribution channels to buy or selling goods. Omnichannel basically needs an Information and Communications Technologies(ICT) to use, so researcher conduct a Technology Acceptance Model(TAM) to research model. Customer-brand relationship was used as dependent variable to focus on the role of Omnichannel. Research design, data, and methodology - The subject of this study is customer who purchase goods or service through omnichannel. Based on the literature from the preceding research analysis of TAM and customer-brand relationship, this study was constructed by the reference to previous studies, final research model design for figure out casual relationship among perceived ease of use, perceived usefulness, omnichannel use and customer-brand relationship. From 2016 February 3 to March 17, questionnaire survey targeted customers who use online and offline channels. 273 questionnaire survey had conducted, then, 252 survey data were available for empirical analysis. Researcher provide descriptive statistics for checking generality. Cronbach's alpha value was used to check the reliability of data. Exploratory factor analysis was used for purification of values and eigenvalue checking. After EFA, Confirmatory factor analysis was used to prepare structural equation modeling with executing structural equation modeling for confirming hypothesis which developed by researcher. Results - The main results of this empirical study are as follows. First, omnichannel's perceived ease of use has positive significant effect on perceived usefulness(estimate: 0.579). Moreover, omnichannel's perceived ease of use and perceived usefulness has positive significant effect on omnichannel use(estimate: 0.325,0.648). Second, using omnichannel has positive significant effect on brand-customer relationship(estimate: 0.521). Every hypothesis adopted as researcher designed. This study found out the intermediate relationship between perceived ease of use and omnichannel use by investigating hypothesis. Conclusions - Base on the empirical result, this study confirmed that TAM theory perceived has relation with omnichannel. First, factors of TAM has positive effect on omnichannel use, so it highlights the important role of customer based interface and usefulness. Especially, perceived usefulness has high indirect influence on ease of use and use of omnichannel. It seems that when customers try to decide use or not use omnichannel, customers focus on percept benefits from omnichannel. Thus, a provider should applicate attractive price table, accurate product or service information and high switching cost strategy to emphasize the usefulness of omnichannel. Second, using omnichannel enhances the relationship between customers and brand, because there are more time and frequency to serve customers. It is important because good relationship between customers can increase the future's financial performance through word of mouse, positive brand image and loyalty to brand or company. Finally, despite of empirical result and implications, this study has limitations. First, there are only a few previous studies about omnicahnnel, so literature reviews are restricted. While set up the factors which can affect the use of omnichannel, next study should be considered with broader theories or models(ex: contingency theory). Second, omnichannel has developed from multichannel, so comparative analysis is needed between these methods because there is a possibility about different forte character of each distribution system on customer's consuming patterns.