• 제목/요약/키워드: customer class

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잠재집단분석을 이용한 고객 세분화 연구 (A Study on the Customer Segmentation using Latent Class Analysis)

  • 서광규
    • 대한안전경영과학회지
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    • 제14권2호
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    • pp.237-243
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    • 2012
  • The more the satisfied customers increases in customer satisfaction survey, the more the company has difficultly in improving the customer satisfaction. In addition, the effectiveness of practical application of customer satisfaction survey decreases due to its constitution limitation on its data analysis. To overcome these problems, it is necessary to develop a new method to identify the strategy meanings and find the dissatisfied factors of satisfied customers using the satisfied customers reclassification. This study focuses on the satisfied customer segmentation using Latent Class Analysis. The case study shows that the satisfied customers are divided into three subgroups using Latent Class Analysis and we draw meaning results such as satisfaction and dissatisfaction factors through analyzing each group. This study is expected to play the role as the groundwork for the revitalization of customer satisfaction survey.

Latent Class Analysis 기반의 만족 고객 세분화를 이용한 고객만족경영 향상 방안 (Improving Customer Satisfaction Management using the Satisfied Customer Segmentation based on Latent Class Analysis)

  • 송기정;서광규;안범준
    • 한국콘텐츠학회논문지
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    • 제11권12호
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    • pp.386-394
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    • 2011
  • 최근의 고객만족도 조사에서는 만족응답으로의 쏠림현상이 발생함으로써 만족고객의 비율이 높아져 고객만족 개선안 도출이 어려워지고 있다. 게다가 이로 인한 데이터 분석의 구조적 한계로 인해 고객만족도 조사의 실제 적용을 효과성이 감소하고 있다. 이러한 문제점을 해결하기 위해서는 만족고객을 재분류하여 보다 전략적인 의미를 도출하고 만족 고객의 불만족 요인을 찾아내기 위한 연구가 필요하다. 본 연구에서 는 Latent Class Analysis(LCA)를 이용하여 만족 고객의 세분화에 초점을 두어 수행되었다. 초고속인터넷 서비스의 만족고객만을 대상으로 LCA를 적용한 결과 3개의 집단으로 세분화된 결과를 얻었으며 각 집단별 만족요인과 불만족 요인을 분석하여 궁극적으로 고객만족경영을 달성할 수 있는 시사점을 도출하였다. 연구결과는 고객만족도 조사가 다양하고 입체적으로 분석되어 고객만족조사의 활성화는 물론, 고객 만족경영 향상을 위한 유용한 방법으로 활용되리라 기대한다.

A Study on Sales depending upon Meat Consumption Class: Focused on Hanwoo meat 1++A Class Consumption Class

  • Yun, Sun-Ja;Kim, Gi-Pyeong
    • 융합경영연구
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    • 제2권2호
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    • pp.10-14
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    • 2014
  • The study investigated consumption patterns and inclination of consumers of Hanwoo meat being more expensive than imported meat and/or beef cattle meat based on the author's business experience at the shop in Budang Seongnam. The author who has managed shop firstly investigated customers' inclination and/or propensity. The author heard specific customer's story at neighboring shopping center, and each customer's buying method, occupation, financial power and apartment size and others, and forecast visiting customer's buying and demand upon part of the beef that customer asks for. The aut hor who sold out limited scope of beef product at limited area thought that he did narrow scope of business. The author would make effort to sell product enough to meet customer's taste by better quality product from point of view of customers. The author would make effort to supply good quality beef products to the customers who relied upon the author's butcher's.

Optimal Admission and Pricing Control Problem with Sideline Profit, Customer Order Cancellation, and No Waiting Room

  • Son, Jae-Dong
    • Management Science and Financial Engineering
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    • 제14권1호
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    • pp.35-63
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    • 2008
  • We discuss the problem of selecting profitable customer orders arriving at a company providing two classes of services. For an arriving customer order for the first class, the company 1) makes a decision whether to accept or reject it (admission control), or 2) decides a price of the order to offer to an arriving customer (pricing control). The customer order undergoing processing in the system may be cancelled owing to unavoidable circumstances with the customer. The second class of service is provided as a sideline, which prevents the server from being idle when all the customer orders for the first class are completed and delivered. This yields the sideline profit. We discuss both admission control and pricing control problems in an identical framework as well as examine the structure of the optimal policies maximizing the total expected present discounted net profit gained over an infinite planning horizon.

고객의 질이 호텔 서비스 품질과 성과에 미치는 영향에 관한 연구 (A Study of the Effect of Customer Quality on Service Quality and Performance with a Focus on Hotel Service)

  • 이종한;노현수
    • 한국관광식음료학회지:관광식음료경영연구
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    • 제16권1호
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    • pp.21-41
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    • 2005
  • This study proposes the customer quality a parameter of service quality from a new perspective, develops and evaluation scale for it in relation to service business, analyzes and evaluates the its effect on service quality and performance. First, the concept of service quality and customer quality was investigated in the literatures, to find a basis for its relation to the quality of hotel service. However, previous 1) Among the service quality components, the strongest correlation exists between physical quality and service quality. 2) Hotel quality is most influenced by customer quality, followed by service provider quality and physical quality showing that when customer quality is incorporated as a prerequisite parameter if hotel quality it has the most effect on hotel quality, which is a new result. 3) Customer quality plays a significant indirect role via hotel quality on performance, and the physical quality and service provider quality offered to the customer at a hotel have more direct effect on performance, illustrating the difference in the effect on hotel quality depending on the component of hotel quality. 4) The evaluation of hotel quality and performance becomes more meaningful and valid only when customer quality is included as a prerequisite parameter of hotel quality to strongly interact with service provider quality 5) Comparative analysis of the different qualities according to the hotel class show a significant difference in customer quality, physical quality and service provider quality and performance between first-class and second-class hotels.

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항공사 기내서비스품질, 고객가치, 관계유지의도의 영향 관계 -상위클래스 이용 승객을 대상으로- (A Study on the Effect Between Cabin Service Quality, Customer Value and Relationship Retention Intention in Airline -Focus on the upper-class seats customers-)

  • 윤선영
    • 한국항행학회논문지
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    • 제16권2호
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    • pp.340-350
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    • 2012
  • 본 연구는 항공기 상위클래스를 이용하는 고객의 기내서비스에 대한 서비스품질과 고객가치 및 관계유지의도와의 영향 관계를 규명하고자 함에 목적이 있다. 이를 위해 기내서비스품질을 물적 서비스품질과 인적 서비스품질요인으로 선정하였고 고객가치를 매개변수로 종속변수인 관계유지의도간의 인과관계를 나타내는 연구모형과 연구가설을 설정하였다. 분석결과, 항공기 상위클래스 물적 서비스품질요인과 인적 서비스품질요인 모두 고객가치와 관계유지의도에 유의한 정(+)의 영향을 미치는 것으로 나타났으며 상위클래스 서비스품질에 대한 고객의 가치는 관계유지의도에 정(+)의 유의한 영향을 미치는 것으로 나타나 해당 항공사와 지속적인 관계를 유지할 가능성이 높은 것으로 나타났다. 이러한 연구결과에 의해 항공기 상위클래스를 이용하는 상용고객의 로열티 확보와 선호도 등을 파악하여 고객이 특별함을 느끼게 하는 서비스전략이 필요하며 항공사는 조직의 내부점검과 고객감동의 가치실현을 위해 승무원 서비스교육에 투자와 정성이 요구된다.

전용서버가 있는 이계층고객 M/M/2 대기모형 (M/M/2 system with two customer classes and exclusive server)

  • 정재호;허선
    • 산업경영시스템학회지
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    • 제25권5호
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    • pp.31-38
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    • 2002
  • In this paper, we model a two-server queueing system with priority, to which we put a restriction on the number of servers for each customer class. customers are divided into two different classes. Class 1 customers have non-preemptive priority over class 2 customers. They are served by both servers when available but class 2 customers are served only by a designated server. We use a method of generating function depending on the state of servers. We find the generating function of the number of customers in queue, server utilization, mean queue length and mean waiting time for each class of customers.

패션점포 판매원의 노력이 중상층 노년 여성고개의 관계지속 의도에 미치는 영향 (The Effects of Fashion Store Salesperson's Effort on Middle Upper Class Older Female Customer's Intent to Relationship Continuity)

  • 신혜봉;임숙자
    • 한국의류학회지
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    • 제27권6호
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    • pp.675-684
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    • 2003
  • The purposes of this study was to identify the dimensions of salesperson's effort and to examine the effect of salesperson's effort on relationship quality and customer intent to relationship continuity of middle upper class older female customers. The subjects used for the study were 202 middle upper class older female customers over 55 years living in Seoul. Factor analysis, paired t-test, multiple regression analysis and path analysis were used for statistics analysis. The results of this study were as follows. First, 5 factors were identified for the dimensions of salesperson's effort in older female customer's perception: attentiveness/product competence/effective access/friendliness/ special treatment. The salesperson's effort perceived most importantly was friendliness. Second, the salesperson's effort perceived by customer had direct and indirect effects on customer intent to relationship continuity; indirect effect mediated by relationship quality was larger than the direct one. Relationship quality was proved to have a crucial role in customer intent to relationship continuity. The influences of dimensions of salesperson's effort were also investigated. The effective access affected considerably on customer intent to relationship continuity.

Factors Influencing Museum Visits: An Empirical Study in Vietnam

  • NGUYEN, Lan
    • The Journal of Asian Finance, Economics and Business
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    • 제8권8호
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    • pp.217-227
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    • 2021
  • This paper aims to investigate factors affecting museum visits of young people in Vietnam by sending questionnaires to 2106 young people aged between 14-30 in Vietnam. With the support of SPSS version 2016 and STATA version 22, this paper illustrates that the empirical findings are appropriate with previous literature reviews. Research hypotheses such as learning purposes, intrinsic motivation, extrinsic motivation, and museum architecture are significantly and positively correlated with museum visits measured through customer visiting intention, customer satisfaction, and customer loyalty. Furthermore, males have a stronger interest in visiting the museum but a low re-visit intention than females. People with a higher level of education and higher income are also more likely to visit the museum than those with a lower level of education and income. Finally, the research results suggest that the family class and the orientation of parents play an important role in encouraging children to increase museum visiting intention; however, children of high-class families are less likely to have a high intention, satisfaction, and loyalty toward museum visitation than children of lower-class families.

A Simulated Annealing Method for the Optimization Problem in a Multi-Server and Multi-Class Customer Ssystem

  • Yoo, Seuck-Cheun
    • 한국경영과학회지
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    • 제18권2호
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    • pp.83-103
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    • 1993
  • This paper addresses an optimization problem faced by a multi-server and multi-class customer system in manufacturing facilities and service industries. This paper presents a model of an integrated problem of server allocation and customer type partitioning. We approximate the problem through two types of models to make it tractable. As soution approach, the simulated annealing heuristic is constructed based on the general simulated annealing method. Computational results are presented.

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