• 제목/요약/키워드: Customer risk management

검색결과 182건 처리시간 0.023초

추정소득 분석을 통한 S카드사의 잠재가치 기반의 고객관리 전략 (New Strategy of Potential-Based Customer Management: A Case of S-Card's ECI Approach)

  • 박진수;장남식
    • 경영정보학연구
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    • 제9권2호
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    • pp.129-147
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    • 2007
  • 2002년 신용대란 전후 S카드사는 결제능력 및 신용도의 적절한 측정을 통한 리스크 관리의 효율성 제고를 위해 회원 신용평가에 있어 소득을 고려하고자 하는 새로운 시도를 하였다. 보다 개선된 리스크 관리를 위해 잠재가치, 즉 소득을 추가로 고려한 다차원 평가체계로 회원을 파악하자는 것이었다. 그 이전까지 S카드를 비롯하여 모든 카드사는 연체속성, 입회기간, 사용상태, 한도소진율 등의 내부의 행위요소(behavioral factor) 자료와 외부 신용평가사에서 획득한 회원 등급이나 금융거래 내역 등에 의존하여 한도를 부여했다. 그러나 이 같은 방식은 과거로부터 현재까지의 행동패턴에 기반한 것으로서 회원의 객관적 능력범위를 가늠하는 데 어려움이 따랐고 결과적으로 리스크 관리의 한계로 이어졌다. 본 연구에서는 S카드사가 어떠한 방식으로 회원의 소득을 추정하였고 그 결과를 어떻게 활용하는가에 대해 살펴봄으로써 금융기관 리스크 관리 정교화의 방향을 제시하고자 한다.

스쿠버다이빙 리조트의 서비스 품질이 고객만족 및 재방문 의도에 미치는 영향: 위험지각속성의 조절효과를 중심으로 (The Effect of Scuba Diving Resort Service Quality on Customer Satisfaction and Revisit Intention: Focusing on the Moderating Effect of Perceived Risk Attributes)

  • 성윤범;노용휘
    • 품질경영학회지
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    • 제51권4호
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    • pp.589-606
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    • 2023
  • Purpose: This study investigates the effects of scuba diving resort service quality on customer satisfaction and revisit intention, considering the moderating effects of perceived risk by scuba divers such as individual, social, and physical risks. Methods: This study surveyed scuba divers using scuba diving resorts in South Korea. The data were analyzed using multi-regression and hierarchical regression analysis. Results: The results of this study are as follows; all five service quality dimensions (tangibles, reliability, responsiveness, assurance, and empathy) significantly affected customer satisfaction and customer satisfaction also affected revisit intention. However, no moderating effect by perceived risk were observed between customer satisfaction and revisit intention. The cause of these results is believed to be the nature of scuba diving as a adventure sport. Conclusion: These results implies that scuba divers' purchase action can be different from the general service users from the perspective of perceived risk. Considering the uniqueness of adventure sports of scuba diving, the managers of scuba diving resorts need to act actively paying attention to all dimensions of service quality, and customer satisfaction.

Kano 모델 기반 건설프로젝트 핵심 리스크관리 요인 도출 (Estimation of Key Risk Management Factors for Construction Projects Based on Kano Model)

  • 조진호;김병수
    • 대한토목학회논문집
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    • 제42권2호
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    • pp.239-248
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    • 2022
  • 최근 건설환경의 변화에 따른 건설프로젝트에서 리스크는 현저하게 증가하고 있다. 리스크를 기회로 인식하는 적극적인 리스크관리가 요구된다. 본 연구의 목적은 Kano 모델, Timko CSC (Customer Satisfaction Coefficient), ASC (Average Satisfaction Coefficient)를 활용한 비교 분석을 통해 중요도 결정 방법의 리스크관리 모델을 제안하는 것이다. 선행연구를 바탕으로 델파이기법을 활용하여 실무자 면담을 통해 Kano 모델을 수정한 설문지를 통해 리스크관리 요인 결정의 타당성을 검토한다. 이를 통해 국내 건설프로젝트 실무자가 인식하는 핵심 리스크관리 요인을 선정하여 적합한 리스크관리 모델을 제시한다. 연구 결과, 건설프로젝트 리스크관리 검증을 위해 개발된 Kano 모델은 실무자의 리스크관리를 검증하는데 유효한 것으로 평가되었다. 본 연구에서 제시한 Kano 모델이 건설프로젝트 리스크관리의 중요도를 검증하는 데에 적극적으로 활용되기를 기대한다.

CRPN(Customer-oriented Risk Priority Number): SNS 오피니언 마이닝을 활용한 고객 의견 기반의 RPN 평가 기법 (CRPN (Customer-oriented Risk Priority Number): RPN Evaluation Method Based on Customer Opinion through SNS Opinion Mining)

  • 유인혁;강원경;최규남;박지윤;이건주;강성우
    • 품질경영학회지
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    • 제47권1호
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    • pp.97-108
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    • 2019
  • Purpose: The purpose of this study is to propose a new Risk Priority Number(RPN) evaluation method which analyzes value of product functions by mining customer opinions in Social Network Service(SNS). Methods: A traditional RPN is measured by three evaluation standards (Severity, Occurrence, Detection) which are analyzed by manufacturing engineers and researchers. On the other hand, these standards are analyzed by customers' viewpoints through SNS opinion mining in this research. In order to extract customer feedbacks from textual data sets, the methodology in this paper implies natural language processing, hereby collecting product related data sets and analyzing the opinions automatically. An emotional polarity of an opinion indicates severity, while the number of negative opinion shows occurrence, and the entire number of customer opinion refers to detection. Results: The results of this study are as follows; As a result of the CRPN evaluation, it is confirmed that the features evaluated as risky are highly likely to be improved in the next series. Therefore, CRPN is an effective risk assessment model that reflects customer feedback. Conclusion: Reflecting customer feedback is a useful tool for risk assessment of the product as well as for developing new products and improving existing products.

중소병원의 의료서비스 품질, 지각된 위험, 평판, 고객만족의 구조적 관계 연구 (A Study on the Structural Relationship between Quality of Medical Service, Perceived Risk, Reputation and Customer Satisfaction in Small and Medium Hospitals)

  • 박애준
    • 산경연구논집
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    • 제10권4호
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    • pp.67-76
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    • 2019
  • Purpose - This study attempted to construct and validate a structural model of the relationship between the quality of medical services, perceived risk, reputation and customer satisfaction, which is the main concept of the relationship between large hospitals as well as small and medium hospitals and medical consumers. Through this verification, the small and medium hospitals are to find the way for wise coping in competitive situation with large hospitals. Research design, data, and methodology - This research developed a hypothesis by constructing a structural equation that reaches the satisfaction and the relationship between reputation of perceived risk and perceived risk of service quality perceptions of customers of small and medium hospitals. Research data were collected through a questionnaire survey of respondents who had medical service experience from small and medium hospital. A total data of 252 respondents were used as the sample for the final analysis and analyzed using SPSS 23.0 and AMOS 23. Results - As a result, the relationship of quality of medical service, reputation, and customer satisfaction among small and medium hospitals was consistent with the results of precedent studies, and the perceived risk has a significant impact on reputation, so the greater the perceived risk, the higher the preference for reputable medical institutions as large hospitals. In addition, it was found that the direct route from perceived risk to customer satisfaction was not significant, and reputation was found to have a full mediating effect on perceived risk and customer satisfaction. Customers who use small and medium hospitals prefer to use reputable medical institutions if their perceived risk is high, which is different from risk perception when specific targets are specified. Conclusions - In terms of the effect from customer satisfaction, not only the path of perceived risk → reputation → customer satisfaction, but also the quality of service quality → reputation → customer satisfaction. These findings suggest that small and medium hospitals are appropriately responding to competition with large hospitals, rather than focusing on the perceived risks and reputation of customers in establishing and utilizing competitive strategies to create new customers and preserve existing customers.

의료서비스에서 고객충성도에 대한 전환장벽의 조절효과 분석 (The Modifying Effect of Switching Barriers in Customer Loyalties in Medical Services)

  • 이선희;김현미;채유미
    • 보건행정학회지
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    • 제17권3호
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    • pp.68-86
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    • 2007
  • This study was performed to explore the effect of customer satisfaction and switching barriers on customer royalties in medical services. 900 households, 1% sample were randomly selected from K city located in Kangwon province. Interview survey was performed with structured questionnaire for the entire people, 923 persons who experienced medical service utilization during one year before survey on time, september, 2002. In comparison of switching barriers by sociodemographic characteristics, lower income group and lower educated group showed the higher level of recognition level on availability of changing the service provider significantly. In terms of economic loss as one of switching barriers, the group of over aged 61, the lower income group and the lower educated group felt higher than other groups. Also, the time loss of switching barrier was recognized in 41-60 aged group and employee in service industry highly. For the perceived risk factor as another switching barrier, the high educated group showed the higher recognition level in performance risk and felt higher social risk than other groups. In analysis of customer satisfaction and loyalty levels by switching barrier components, the lower level of availability of changing the service provider and the higher level of recognition for economic and time loss, they showed the higher satisfaction and loyalty levels. In final step, multiple regression analysis showed the positive relationship between customer satisfaction, switching barrier and customer loyalties. Besides, the moderating effect of switching barrier in relationship between customer satisfaction and loyalties was significant and this results suggests that the influence of customer satisfaction to customer loyalties might be weakened in high level of recognition for switching barrier. In conclusion, perceived risk of economic and time loss as switching barrier is an important factor and should be considered in planning of marketing strategy carefully in terms of defensive marketing.

Exploring CRM through Technology-enabled Experience in Virtual Environment: The Era of COVID-19

  • HAN, Seung Yeon;CHO, Yooncheong
    • 산경연구논집
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    • 제13권4호
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    • pp.1-14
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    • 2022
  • Purpose: The purpose of the study is to explore the application of Augmented Reality (AR) technology to enhance interactivity and decision making via technology-enabled experience particularly, in the context of COVID-19. This study investigated effects of perceived utilitarian value, hedonic value, social value, and perceived risk on customer satisfaction with AR technology that are rarely examined in previous studies. Research design, data and methodology: Online survey data was used in the study. This study applied factor analysis and regression analysis to test the hypotheses and employed ANOVA and mediation effect analysis to explore additional findings. Results: The results suggested that customers' perceived usefulness, arousal, social preference, innovativeness, financial risk, and performance risk have statistically significant effect on customer satisfaction. Conclusions: The findings of the study provided managerial and policy implications to develop and advertise the introduction of AR technology with the emphasis on the practical and utilitarian benefits of the technology. The result of this study highlighted the importance of customer relationship management by providing advanced services to customers through AR technology. This study contributes to technology-enabled CRM literature by providing the empirical result to verify the assumption that AR technology can be an effective tool of firms' CRM strategy

품질 기능 전개법과 위험 부담 관리법을 조합한 설계 최적화 기법의 용접 품질 감시 시스템 개발 응용 (Weld Quality Monitoring System Development Applying A design Optimization Approach Collaborating QFD and Risk Management Methods)

  • 손중수;박영원
    • 제어로봇시스템학회논문지
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    • 제6권2호
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    • pp.207-216
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    • 2000
  • This paper introduces an effective system design method to develop a customer oriented product using a design optimization process and to select a set of critical design paramenters,. The process results in the development of a successful product satisfying customer needs and reducing development risk. The proposed scheme adopted a five step QFD(Quality Function Deployment) in order to extract design parameters from customer needs and evaluated their priority using risk factors for extracted design parameters. In this process we determine critical design parameters and allocate them to subsystem designers. Subsequently design engineers develop and test the product based on these parameters. These design parameters capture the characteristics of customer needs in terms of performance cost and schedule in the process of QFD, The subsequent risk management task ensures the minimum risk approach in the presence of design parameter uncertainty. An application of this approach was demonstrated in the development of weld quality monitoring system. Dominant design parameters affect linearity characteristics of weld defect feature vectors. Therefore it simplifies the algorithm for adopting pattern classification of feature vectors and improves the accuracy of recognition rate of weld defect and the real time response of the defect detection in the performance. Additionally the development cost decreases by using DSP board for low speed because of reducing CPU's load adopting algorithm in classifying weld defects. It also reduces the cost by using the single sensor to measure weld defects. Furthermore the synergy effect derived from the critical design parameters improves the detection rate of weld defects by 15% when compared with the implementation using the non-critical design parameters. It also result in 30% saving in development cost./ The overall results are close to 95% customer level showing the effectiveness of the proposed development approach.

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인터넷 기반 고객관계관리의 전략적 도입에 관한 연구 (A Study on the Strategic Adoption of Internet based Customer Relationship Management)

  • 노경호
    • 경영과정보연구
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    • 제5권
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    • pp.61-79
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    • 2000
  • This research suggests the strategic adoption methodology of Customer Relationship Management. The backgrounds of CRM is the business environment changing that Market power is shifting to the customer who has unprecedented powers of choice today. The strategic adoption of Customer Relationship Management determines the value, needs and preferences of each customer or customer segment. Customer Relationship Strategy is an explicitly defined plan for how a company has decided to connect with, relate to, and focus on its chosen customers to create value. Deliberate decisions must be made, often involving trade-offs, so that investments are aligned with customer needs and value. Plan defined in terms of target customers value proposition, role in value delivery, and risk/reward sharing. All customers are not created equal; specific customers and/or customers segments are more desirable/valuable to pursue. Key premise of CRM is that value can be created by changing company's business model to better connect with customers. Area of service of Customer Relationship Management are as follows. Portfolio strategy, Market Opportunity Assessment, Brand Equity, Market Positioning, Pricing, Channel Strategy, Market Segmentation. Target Market Identification, Customer LifeTime Value Analysis, Customer Profitability, Customer Connections Economics Analysis. The objects of CRM are maximizing customer service effectiveness, improving customer loyalty, increasing customer service efficiency, optimizing intelligence about customer behaviors and preferences.

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사전 프로젝트 리스크 평가와 프로젝트 성과와의 관계에 관한 탐색적 연구 (An Exploratory Study on the Relationship with Previous Project Risk Evaluation and Project Performance)

  • 김호상;양경식
    • 서비스연구
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    • 제12권3호
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    • pp.70-92
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    • 2022
  • 프로젝트에 대한 리스크 평가는 프로젝트의 성과를 사전에 판단할 수 있기 때문에 프로젝트를 수행하는 기업의 입장에서 사업수행 이전에 진행하는 활동 중 가장 중요한 활동이다. 본 연구는 이러한 프로젝트 리스크 평가가 사업 수행 성과 및 고객만족도에 어떠한 영향관계를 가지는 지 분석하기 위해 기술 및 일정 등과 같은 전통적인 리스크 요인과 재무적, 전략적, 특별 리스크 등과 같이 기업에서 활용하는 리스크 요인을 종합하여 리스크 평가를 위한 요인을 마련하였다. 분석을 위해 전체 134개 공공 및 민간 프로젝트에 대한 사전 리스크 평가 결과와 사업 수행성과 및 고객만족도 등 프로젝트 수행 결과에 대한 정보를 수집하였다. 분석 결과 도출된 리스크 요인들은 비즈니스 성과 및 고객 만족도에 어느정도 영향을 미치는 것으로 나타났으나, 리스크가 반드시 성과에 부(-)의 영향을 미치지는 않다는 결과도 나타났다. 이는 리스크에 대한 관리 수준에 따라 프로젝트 성과가 영향 받는다는 것을 의미하는 것으로, 향후 연구에서는 리스크에 대한 관리 수준과 프로젝트 성과와의 관계에 대한 실증적인 연구가 필요할 것으로 판단된다.