• Asia pacific journal of information systems
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• 제32권3호
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• pp.496-513
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• 2022

Artificial intelligence or big data technologies can benefit finance companies such as those in the insurance sector. With artificial intelligence, companies can develop better customer segmentation methods and eventually improve the quality of customer relationship management. However, the application of AI-based customer segmentation in the insurance industry seems to have been unsuccessful. Findings from our interviews with sales agents and customer service managers indicate that current customer segmentation in the Korean insurance company relies upon individual agents' heuristic decisions rather than a generalizable data-based method. We propose guidelines for AI-based customer segmentation for the insurance industry, based on the CRISP-DM standard data mining project framework. Our proposed guideline provides new insights for studies on AI-based technology implementation and has practical implications for companies that deploy algorithm-based customer relationship management systems.

• 한국의류학회지
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• 제30권9_10호
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• pp.1389-1399
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• 2006

The purpose of this study was to measure customer equity, to identify customer equity dimensions reflecting characteristics of fashion products, and to understand dimensions that influence customer equity of fashion product. As for this research, an exit poll was conducted at 6 department stores located in Seoul and total 406 responses were used for the analysis. For the data analysis, descriptive statistics(i. e. frequency, percent, $X^{2}$), factor analysis, multiple-regression were used by utilizing SPSS 10.0 program. The results of this study were as follows: First, 35.5% of fashion product customer equity distributes between 1 million and 3 million won, 32.8% between 100,000 won and 1 million won in present. Second, as a result of factor analysis, dimensions of fashion product customer equity consists of 6 factors, including 'personalized relationship', 'discriminative brand image', 'cognitive value', 'beneficial value', 'constant brand image', and 'credible relationship' Third, the effect of fashion product factors on consumer equity, the higher 'personalized relationship', 'unique brand image', and 'trust relationship' are, the higher customer equity is. In conclusion, this study has significance in that it helps measure customer equity by predicting consumer's future purchase behavior in money and to understand influencing factors for fashion product customer equity.

• 품질경영학회지
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• 제45권2호
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• pp.261-274
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• 2017

Purpose: Classify quality assurance work for munitions as service quality attributes. And to derive service elements that need improvement to improve customer satisfaction through calculation of customer satisfaction coefficient. Methods: The quality assurance service for munitions is classified as service quality based on the Kano model through a questionnaire survey of workers in military service companies located in Busan and Kyung-nam areas. Investigate current customer satisfaction with service quality of defense quality assurance activites, and calculate customer satisfaction coefficient and potential customer satisfaction improvement index. Results: Identify current satisfaction levels for service quality of defense quality assurance activites and suggest service quality factors that should be improved to improve customer satisfaction. Conclusion: The service quality factor for the defense quality assurance service was classified into 13, and the customer satisfaction coefficient was lower than the satisfaction coefficient. When looking at the current level of customer satisfaction through the Potential Customer Satisfaction Index, attractive quality factors with PCSI indices were found to be necessary for service improvement.

• 한국유통학회지:유통연구
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• 제13권3호
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• pp.79-99
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• 2008

서비스 마케팅 분야에서 고객의 자발적 행동에 대한 학문적 관심이 증가하고 있다. 반면, 서비스 전달에서 고객의 참여와 협조가 중요해진 소매점에서는 이 분야에 대한 연구가 많지 않아 연구의 공백이 상당하다. 이 연구는 소매점 고객을 대상으로 지각된 가치와 고객만족이 자발적 행동의도에 미치는 영향을 규명하고자 하였다. 재래시장과 대형 마트를 이용하는 고객 680명을 대상으로 실증 분석만 결과, 고객의 지각된 가치는 고객만족과 자발적 행동의도에 정의 영향을 미치는 것으로 나타났다. 이상의 연구결과를 바탕으로 연구의 시사점을 제시하였고, 연구의 한계점과 미래 연구방향을 제시하였다.

• 농촌계획
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• 제22권2호
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• pp.131-140
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• 2016

This study examined effects of service quality, reliability, responsiveness, assurance, tangibles and empathy on customer satisfaction and customer loyalty by surveying users of Jangsu Horse Riding Experience Course at a time that an interest in horseback riding experience increases. Hypothesis was tested by conducting frequency analysis and regression analysis. It was found that for service quality and customer satisfaction of horse riding experience which is hypothesis 1, all dimensions except empathy were significant. It was revealed that hypothesis 2 which customer satisfaction will have a significant influence on customer loyalty is significant. It was found that hypothesis 3 which service quality will have an influence on customer loyalty is significant except assurance of service quality. Findings of this study suggest that empathy in customer satisfaction and assurance in customer satisfaction should be improved.

• 유통과학연구
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• 제20권11호
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• pp.33-45
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• 2022

Purpose: The development of online shopping trends in Indonesia is increasing, and Tokopedia is becoming one of the most popular e-commerce websites. The purpose of this study is to obtain empirical evidence whether mobile shopping, customer review, perceived credibility, and Korean celebrity endorsement affect online purchase decision, whether online purchase decision affects customer satisfaction, and whether customer satisfaction affects brand loyalty of customers in Tokopedia e-commerce. Research Design, data and methodology: Quantitative survey with data was collected using an online questionnaire with sample characteristics were Tokopedia customers who lived in Jakarta by 385 samples using the purposive sampling method, and data analysis was conducted using the Smartpls application program version 3.0. Results: Mobile shopping, customer review, and perceived credibility had positive effects on online purchase decision at Tokopedia in Jakarta. However, Korean celebrity endorsement did not have a positive effect on online purchase decision at Tokopedia in Jakarta. Furthermore, online purchase decision had a positive effect on customer satisfaction at Tokopedia in Jakarta, and customer satisfaction had a positive effect on brand loyalty at Tokopedia in Jakarta. Conclusions: This study proposes significant implications for maintaining customer relationships to achieve purchasing decision, customer satisfaction, and brand loyalty in the e-commerce industry.

• Asia Marketing Journal
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• 제20권3호
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• pp.83-103
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• 2018

The purpose of this research is to investigate the effect of customer-contact employees support on service recovery efforts. Service companies should try to prevent the service failure situation from occurring, but it is realistic that the service failure occurs due to the characteristics of the service. Service recovery efforts of service providers are important because effective responses to service failures can enhance customer satisfaction despite service failures. Social support for customer-contact employees needs to improve service recovery efforts. Specifically, this study focuses on the mediation roles of job burnout and customer orientation in relationship between social support for customer-contact employees and service recovery efforts. Social exchange theory was used as the theoretical underpinning of the research model. Based on reciprocity principle, this paper suppose that support for customer-contact employees and service recovery effort are a kind of social exchange relationship. Social supports for customer-contact employees are categorized into internal and external organization. Internal organization is POS(perceived organizational support) and external organization is customer support. The research model was tested with the data gathered from the flight attendants whose emotional labor intensity was relatively high and the service failure frequently occurred. As a result of analysis, social supports for customer-contact employees classified into organizational support, supervisor support, and customer support are found to have differential impacts on job burnout and customer orientation. It has been found that job burnout of service providers is negatively affecting service recovery efforts. On the other hand, customer orientation of service providers has a positive influence on service recovery efforts. Based on the results of the analysis, we provide practical implications for effective service recovery efforts in service failure situations, and suggest the theoretical implications to explain the process of service recovery effort. Finally, limitations of the study and directions for future research are suggested.

• 한국경영과학회지
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• 제39권4호
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• pp.115-136
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• 2014

The game industry has grown steadily and the online game has become one of the most attractive game segments for its remarkable growth. Customer management in the online game industry, however, has received little attention from the academic field. The purpose of this study is to analyze the drivers of customer defection in the online game setting and suggest not only theoretical but also managerial insights into increasing customer retention rates. Prior to empirical analysis, the authors hypothesized that 3 variables of interests (Learning, Playing, Achievement) would explain the customer defection according to preceeding researches. To demonstrate these hypotheses, the authors obtained data from one of the biggest game publishers in Korea, and the empirical analysis model was developed considering context of research settings. The results of analyses provide the following insights. First, the key behavioral variables of Learning, Playing, and Achievement play substantial roles in explaining the customer defection. Next, the effects of these variables vary between customer types: novice and experienced customers. The defection decisions by novice customers are predicted by all key behavioral variables and Playing serves as the most influential indicator of the defection decisions. However, experienced customers are influenced by Playing and Achievement, while Learning has no impact on the defection decisions. Finally, the authors investigated hypothetical customer retention strategies, using the empirical results. The market outcomes indicate that the customer retention strategies work well with novice customers and it is hard-to-impossible to prevent experienced customers from defection using their behavioral data. These findings together deliver several meaningful insights to management as follow. First, the management should support customers to get involved in Learning activities at the very first stage. Second, customer's Achievement and appropriate compensation for it would work as defection barriers. Last, to optimize the outcomes of firm's marketing investments, it is better to focus on retention of novice users not experienced ones.

• 산학경영연구
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• 제19권1호
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• pp.193-221
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• 2006

서비스전달과정에서 고객과 서비스제공자 사이의 인적 상호작용으로 정의되는 고객접촉은 다차원적 구조물로, 서비스품질에 강한 영향을 미치는 것으로 인식되고 있다. 고객접촉의 구성차원을 탐색하고, 이들이 서비스품질평가에 미치는 영향을 검증하기 위하여 강원도 설악권 호텔고객으로부터 설문조사를 통해 수집된 자료 분석결과는 다음과 같다. 첫째, 고객접촉은 고객과 서비스종업원 사이에 이루어진 접촉의 질적 측면을 반영하는 접촉근접성과 물리적인 커뮤니케이션의 지속정도에 관련되는 커뮤니케이션시간 등 두 차원적 구조물로 나타났다. 둘째, 선행연구결과에서와 같이 고객접촉은 전반적인 서비스품질에 긍정적인 영향을 미치는 것으로 확인되었다. 셋째, 고객접촉 구성차원은 독립적으로 또 동시에 네 차원으로 밝혀진 서비스품질 차원에 전반적으로 유의한 영향을 미치는 것으로 나타났다.

• 한국조리학회지
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• 제18권3호
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• pp.121-136
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• 2012

본 연구는 외식서비스품질과 고객가치, 고객만족, 충성도 사이의 구조적 관계를 살펴보고자 하였다. 또한, 그 구조적 관계에서 고객가치의 매개역할을 살펴보고자 하였다. 본 연구의 목적을 달성하기위해 대구지역의 한식당, 패스트푸드, 피자레스토랑, 패밀리레스토랑을 이용해 본 경험이 있는 20-30대 소비자를 대상으로 할당표본추출을 시도하였다. 조사는 2010년 5월 20일-6월 20일까지 1개월간 진행되었고, 459부가 최종분석에 사용되었으며, IBM SPSS 19.0과 IBM AMOS 19.0을 사용하여 최종분석 하였다. 분석결과 접점서비스와 음식품질과 같은 외식서비스품질 요소가 고객가치, 고객만족에 유의한 영향을 미치는 것으로 나타났고, 고객가치는 고객만족과 충성도에 유의한 영향을 미치는 것으로 나타났으며, 고객만족은 충성도에 유의한 영향을 미치는 것으로 나타났다. 아울러 접점서비스와 음식품질이 고객만족과 충성도에 미치는 영향에 고객가치의 매개역할은 유의한 것으로 나타났다.