• Asia pacific journal of information systems
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• 제14권1호
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• pp.185-209
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• 2004

The purpose of this study is to propose and test a model of customer retention in Internet shopping malls when switching barriers and comprehensive customer value exist in terms of economic and experiential aspects. The literature about customer retention propose that switching barriers are important factors other than satisfaction influencing customers' intention to remain with a specific supplier. The switching barriers mean anything that makes customers' defection difficult or costly and are consisted of perceived switching costs, attractiveness of alternatives and virtual relationships. The Customer Value Scale by Mathwick(2001) is applied to this study as economic value, shopping efficiency, service excellence, aesthetic appeal and playfulness(Zeithaml, 1988; Holbrook, 1994). The analyses showed partial support for the affirmative effect of customer values and switching costs and full support for the affirmative Influence of satisfaction on repurchase intention in the Internet shopping mall environment. But the attractiveness of alternatives and virtual relationship did not have a significant Influence like the result of Jones(1998)'s study of the service industry.

• 산업경영시스템학회지
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• 제29권1호
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• pp.26-33
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• 2006

The potential needs as well as visible needs of customer should be considered in order to research and analyze of the customer data. The methods to analyze customer data is classified into customer segmentation, clustering analysis model, forecasting customer response probability model, analysis of the customer break rate model and new customer analysis model by the purpose. In this study, we developed the CW-CLV (Correlation Weight Customer Lifetime Value)method that used AHP(Analytic Hierarchy Process)rule for enhance the reliability of customer data and quantitative analysis of the customer segmentation, based on CLV(Customer Lifetime Value). We suggest to new variables and methodology from determined CW-CLV coefficients, because all of companies respect to the diversified customers classification and complexity of consumers needs. Finally, we unfolded any company's scheduling added new methodology using simulation and leaded conclusion about the new methodology.

• 한국빅데이터학회지
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• 제5권2호
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• pp.215-229
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• 2020

산업 분야를 막론하고 머신러닝의 관심이 매우 높아지고 있으나, 머신러닝이 지닌 설명 불가능성은 여전히 문제로 남아있어 적극적인 업무 적용에 어려움이 있다. 본고에서는 증권사 금융 고객을 대상으로 이탈예측 모델 개발 사례를 소개하고 SHAP Value 기법을 사용하여 설명 가능한 머신러닝 모델 개발 시도와 해석 가능성 도출에 대한 연구 결과를 소개한다. 총 6가지 고객이탈 모델을 비교 분석하였으며, SHAP Value와 고객의 자산 변화에 따른 유형 분류 및 데이터 분석을 통해 고객 이탈 원인을 추론한다. 본 연구 결과를 토대로, 향후 마케팅 담당자의 실제 고객 마케팅 수행에 있어 원인 추론이 가능한 이탈 예측 결괏값을 사용하고 고객별 마케팅 여부를 점검하는 등의 종합적 판단 지표로 활용할 수 있을 것으로 판단된다.

• 마케팅과학연구
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• 제17권1호
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• pp.77-100
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• 2007

본 연구는 레스토랑 환경이 고객의 자발적 행위에 미치는 영향 그러고 이들 관계에 있어서 레스토랑 가치, 품질, 그리고 전반적 만족도의 매개역할을 실증적으로 검증하였다. 723명의 레스토랑 이용고객들을 대상으로 데이터를 수집하여 분석한 결과는 다음과 같다. 첫째, 메뉴특성이 레스토랑 가치와 품질에 유의한 영향을 미치는 것으로 나타났다. 둘째 종업원 서비스 특성이 레스토랑 가치의 매개역할을 통해서 레스토랑 품질에 유의한 영향을 미치는 것으로 나타났다. 셋째, 시설/분위기 특성이 레스토랑 가치와 품질에 유의한 영황을 미치는 것으로 나타났다. 넷째, 레스토랑 내 촉진 특성이 레스토랑 가치와 품질에 유의한 영향을 미치는 것으로 나타났다. 다섯째, 레스토랑 가치는 레스토랑 품질과 전반적 만족도, 그리고 레스토랑 가치는 전반적 만족도에 유의한 영향을 미치는 것으로 나타났다. 마지막으로 전반적 만족도는 충성도, 참여, 그리고 협조 등 고객의 자발적 행위에 유의한 영향을 미치는 것으로 나타났다.

• 한국항공운항학회지
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• 제25권1호
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• pp.11-22
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• 2017

Aviation/tourism industry has a unique characteristic of high inter-dependance between customer and service-provider. It is the mental condition of service-provider that could influence on the attitude of the service-provider. Thus, it is important to manage the mental condition of the service employees to enhance a company's financial performance. This paper tries to analyze the combined model of both policy acceptance and service profit chain(SPC) models. First, service policy acceptance model tells how the service policy acceptance, which consists of policy compliance, trust, participation and policy failure, would influence on SPC model. According to empirical research, it was found that both the employees' policy compliance and the policy trust have a positive significant impact on their participation on service policy. In the policy acceptance model, the employee's voluntary participation based on their trust and compliance of the policy was proven to have a positive effect on increasing job satisfaction and customer orientation. Regarding SPC model, their participation in the policy had the strongest impact among variables on customer orientation. Such results implies the employees' participation on the policy could become the starting point to enhance the customer value.

• 디지털산업정보학회논문지
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• 제9권3호
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• pp.173-185
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• 2013

In this study, the relationships of factors influencing the ways alternative types of new digital products are accepted into the market will be structuralized. On the basis of previous research, it is assumed that customers intend to use alternative types of new digital products when they have a higher value than existing products. The consumer's feeling of attraction toward the product is another factor included in the evaluation of its quality. And the attraction of the products that the consumers feel is also included in the evaluation of the qualities of the product. The results of the study indicate first that a product's value affects its attraction, but not the usage intention of the customer. Second, the benefits of the product affect the customer's recognition of its value, while cost does not. Third, environment affects recognition by the customer of the product's attraction, while knowledge of the product does not. By structuralizing the factors that influence the customer's usage intention about alternative types of new digital devices, the causal relationships of the factors involved in the acceptance of new products into the market and their success can be comprehended.

• 한국관광식음료학회지:관광식음료경영연구
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• 제14권2호
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• pp.17-22
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• 2003

Although researchers have, during the past decade, become increasingly interested in customer satisfaction customer reaction, and service quality issues, very little of research has devoted to the family restaurant. Family restaurant industry is among the fastest growing sectors of the tourism market. This paper discusses the importance of the family restaurant product and service quality, and presents the relationship among service quality, customer satisfaction, and customer reaction. The literature supports the value of family restaurant's service quality and relation between service quality and customer reaction. Exploratory study examined customer's satisfaction with service quality components and customer's reaction with satisfaction. The survey was conducted in four phases; service quality, customer reaction(satisfaction, repurchase intention, and word of mouth), restaurant information, general profile of customer. The results of the study show that service quality(product's quality, physical character) provided family restaurant customer with the overall satisfaction, and service quality affected on customer reaction(repurchase intention, positive word of mouth). Also overall satisfaction affected on repurchase intention and positive word of mouth.

• 한국유통학회지:유통연구
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• 제13권1호
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• pp.79-96
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• 2008

본 연구는 최근에 마케팅분야에서 주목받고 있는 연구영역인 시장지향성이 판매조직의 성과에 긍정적인 영향을 미치는 이유에 대한 설명을 하기 위하여 기업의 시장지향성이 판매원관련 변수들(고객지향성, 직무만족, 그리고 조직몰입)과 고객관련 변수들(서비스품질, 서비스가치, 고객만족, 그리고 고객충성도)을 매개로 하여 성과로 나타남을 설명할 목적으로 수행되었다. 백화점에서 영업활동을 하는 다양한 매장의 점포관리자들을 대상으로 하여 설문조사를 한 결과, 기업의 시장지향성은 판매직원을 통해 고객에게 전해지며, 기업의 시장지향성을 통해 긍정적으로 증가된 판매원관련 변수들이 고객에게 전해지는 서비스품질, 고객만족, 그리고 고객충성도를 증가시킴으로써 성과를 향상시킴을 밝혔다. 또한, 지금까지 판매원관련 변수들과 고객관련 변수들의 순서나 인과관제에 대한 명확한 모형이 존재하지 않았는데, 본 연구를 통하여 판매원관련 변수들과 고객관련 변수들 내에서의 각각의 관제뿐만 아니라 두 집단변수들 간의 연결고리를 명확하게 제시한 이론적 공헌을 갖는다. 지금까지 선행연구의 결과와 같이 본 연구결과를 통해서도 시장지향성은 성과에 긍정적인 영향을 주는 것이 명확한 것으로 나타났고, 이 과정에서 판매원관련 변수들과 고객관련 변수들이 어떻게 영향을 주는지를 명확하게 밝힌 점을 참고로 하여, 앞으로 기업들은 시장지향성을 더욱 강조하고 이와 관련된 판매원관련 변수들과 고개관련 변수들의 작용을 이해함으로써 더 높은 성과를 얻을 수 있을 것이다.

• 한국콘텐츠학회논문지
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• 제11권8호
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• pp.321-330
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• 2011

본 연구는 이동통신사의 멤버십카드를 소지한 고객을 대상으로 이동통신사가 제공하는 보상이 통신사만족에 영향을 미치는데 있어 성별의 조절효과를 확인하는 연구로서, AMOS의 개별모수 차이검증을 통해 보상프로그램 가치와 통신사 만족간의 관계에서 남녀 성별차이가 있는 지를 밝히고 보상프로그램 가치들간의 상대적 영향력의 차이를 비교하였다. 분석결과 먼저, 보상 쾌락성과 통신사 만족 간의 경로계수값이 유의하게 차이를 보여 남녀 성별이 조절효과를 가지고 있음을 확인하였다. 다음으로, 보상프로그램 가치들간의 상대적 영향력에서 있어서 남성은 보상 쾌락성이, 여성은 보상 실용성이 더 크게 영향을 미쳤고, 보상실용성에서는 여성이 남성보다, 보상 쾌락성에서는 남성이 여성보다 더 큰 영향을 미쳤다.

• 유통과학연구
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• 제13권7호
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• pp.85-90
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• 2015

Purpose - Global trends play a part to change the structure of the fashion industry. In particular, companies attempting to conduct innovative marketing centering on such products as SPA brands are growing into global companies. SPA stands for "Specialty Store Retailer of Private Label Apparel", meaning its activities are fully integrated from manufacturing through sales, including material procurement design, product, distribution, inventory management, and final sales. For this reason, more understanding of individual corporate profitability is very sensitive to consumer's attitudinal changes. The effects that corporate marketing activities on customer lifetime value through brand attitude were analyzed based on a structural equation model. Rust suggested value equity, brand equity, and relationship equity as customer equity driver. The study examines Chinese consumer because China is the fastest growing fashion market in the world. Research design, data, and methodology - The survey targeted Chinese college student age 20s. Only respondents who had purchased SPA brands in the past year were included for this research. A total of 303, except for 47 missing data of 350 distributed questionnaires were included in this research. The questionnaire is consists of six part to measure value, brand, relationship equity, attitude toward brand, purchase intention and demographic characteristics. This research conducted exploratory factor analysis and reliability test. To verify research hypotheses, structural equation model test was conducted. As for customer equity, diversified models in consideration of the scope of acquisition data, a method of collection of data, influencing factor, and predictability were suggested based on a net present value model. However, the history of customer equity study is relatively short, and sufficient empirical analyses have not been conducted, so more integrated analysis is required. In this study, the concept of driver suggested by Rust was applied to figure out the effects that consumer's attitude has on customer equity. The customer equity driver suggested by them consists of brand equity, value equity, and relationship equity. Results - This study reveals that value equity and brand equity have a positive influence on relationship equity. And, relationship equity has a positive influence on purchase intention through brand attitude. However, value equity and brand equity do not influence on brand attitude. Conclusion - The results of this research generated following implications. First, SPA brands need to take advantage of their value equity such as perceived low price and up-to-date fashion style to attract Chinese young consumer. Second, strong brand equity promises dominants position in the competitive market. As Chinese fashion market grows rapidly, SPA brands can consider branding strategy such as flagship store and celebrity marketing enhancing brand image. Third, the core concept of customer equity strategy is to maintain a relationship with their expecting and existing customers. The relationship equity is built by brand equity and value equity. When SPA brands serves product and service meet with individual customers, customers have intimacy to the brands.