• 제목/요약/키워드: Customer acquisition

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Research Trend Analysis on Customer Satisfaction in Service Field Using BERTopic and LDA

  • YANG, Woo-Ryeong;YANG, Hoe-Chang
    • 융합경영연구
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    • 제10권6호
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    • pp.27-37
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    • 2022
  • Purpose: The purpose of this study is to derive various ways to realize customer satisfaction for the development of the service industry by exploring research trends related to customer satisfaction, which is presented as an important goal in the service industry. Research design, data and methodology: To this end, 1,456 papers with English abstracts using scienceON were used for analysis. Using Python 3.7, word frequency and co-occurrence analysis were confirmed, and topics related to research trends were classified through BERTopic and LDA. Results: As a result of word frequency and co-occurrence frequency analysis, words such as quality, intention, and loyalty appeared frequently. As a result of BERTopic and LDA, 11 topics such as 'catering service' and 'brand justice' were derived. As a result of trend analysis, it was confirmed that 'brand justice' and 'internet shopping' are emerging as relatively important research topics, but CRM is less interested. Conclusions: The results of this study showed that the 7P marketing strategy is working to some extent. Therefore, it is proposed to conduct research related to acquisition of good customers through service price, customer lifetime value application, and customer segmentation that are expected to be needed for the development of the service industry.

External Technology Acquisition of SMEs in the Machinery Industry of Bangalore

  • Subrahmanya, M.H. Bala;Hussain, Zeeshan;Chand M., Ashwin
    • Asian Journal of Innovation and Policy
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    • 제3권1호
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    • pp.50-71
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    • 2014
  • This paper is an attempt to understand the external technology acquisition (ETA) process of the machinery SME sector in Bangalore city, India. With the onset of economic liberalization, Bangalore based machinery SMEs have significantly shifted their ETAs from India to abroad, particularly Germany and Japan, among others. The primary objective of ETAs is to enhance their competitiveness by means of improving product quality and productivity as well as meeting customer demand. Replacing outdated machinery or overcoming technological obsolescence is a primary objective of only a few. As a result, majority of the SMEs has gone for multiple ETAs since their inception and we found a statistically significant positive correlation between firm age and number of ETAs. The present study has made two empirical contributions: (i) We have thrown light on the core technology up-gradation issue - How do SMEs approach the problem of external technology acquisition in the current globalization era? (ii) We are able to identify and develop a map of ETA process based on the "learning and experiences" of these SMEs.

국방 사업관리 능력 향상을 위한 사업관리지수 개발 (Development of Project Management Index to Improve Defense Project Management Capabilities)

  • 한홍규;최석철
    • 한국군사과학기술학회지
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    • 제13권5호
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    • pp.831-840
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    • 2010
  • The management systems of defense projects need to be well-maintained because of huge cost and long-terms of acquisition & operation in conducting defense acquisition. In this paper, we use a structural equation model(SEM) to develop an project management index(PMI) for effective defense project. The concept of a customer satisfaction index is used to assess the PMI for strategic improvement plans for various characteristics of project management. It is expected that our model can be used to evaluate and improve the project management capability of defense acquisition.

국내 의류업체의 CRM 도입현황 (Current CRM Adoption in Korean Apparel Industry)

  • 고은주
    • 한국의류학회지
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    • 제30권1호
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    • pp.1-11
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    • 2006
  • The purpose of this study was to analyze the current CRM situation in Korean apparel industry. Specifically, research purposes were 1) to examine the concepts and benefits of CRM, 2) to examine CRM strategies, 3) to analyze CRM system(i.e., customer relationship management service, customer segmentation criteria, DB management system), and 4) to analyze the potential problems and CRM adoption plan. The subjects for this research were thirty CRM managers in Korean apparel firms classified by the company type(woman's wear, man's wear, casual wear, children's wear, retailer) interviewed from December 2003 to March 1004. The results of this study were as follows: First, the concept of CRM represented the prime customer relationship, continuous consideration, and customer management system. The benefits of CRM reflected re-sales, improvement of profit share, and acquisition of customer's data base. Second, concerning the CRM strategies, most companies focused on persistent customer management through mileage program, membership cards and also implemented product strategies such as demand forecasting, customization based on customer data analysis. We also found that industry preferred to use pricing strategies, for example, segmentation of customer through discrepancies of price in which customers are provided by discount and gift voucher services. Regarding distribution strategy, channel diversification, localized service, and convenient delivery system were used. As promotion strategies, they chose celebrating customers' personal events and promoting cultural events and issuing coupons. Third, regarding CRM system, information service was the most frequently adopted, important and highly beneficial category. Also POS/web-POS, homepage were main sources of information. RFM is the mostly commonly used customer segmentation criteria. Fourth, potential problems in CRM adoption were lack of CRM knowledge and performance measurement of CRM. Future CRM adoption plan included CRM education and development of CRM performance measures.

고객만족과 전환비용이 지속적 이용의도에 미치는 영향에 관한 연구 : 치과 병.의원을 중심으로 (A Study on the Effect of Customer Satisfaction and Switching Cost on Continuous Use Intention: Focusing on Dental Hospitals and Clinics)

  • 변정아;나율;김양균
    • 한국병원경영학회지
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    • 제17권2호
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    • pp.52-72
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    • 2012
  • In this study, we examined the effect of customer satisfaction and switching cost on continuous use intention to suggest how organizations can retain their customers when market growth slows down and competition becomes stronger. We carefully developed and modified survey instruments through a pre-test, and subsequently surveyed 432 dental care users in Seoul and Busan areas. As a result of regression analysis, higher procedural learning switching cost, relational switching cost, and customer satisfaction were manifested in the increased continuous use intention. In contrast, higher financial switching cost and customer satisfaction with insufficient effort for information acquisition led to decreased switching intention. In addition, procedural initial switching cost and residents in Seoul led to increased switching intention. Understanding continuous use intention and switching intention is important for healthcare institutions striving to maintain market position. The findings of this study suggest a paradigm shift from conventional transactional marketing to strategic relational marketing to be effective in the healthcare environment today.

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군수지원 분야 서비스품질 평가 및 재방문의도에 관한 연구 (A Study on the Evaluation of the Service Quality and Revisit Intention in the Defense Logistics Support)

  • 우광호;심상렬
    • 품질경영학회지
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    • 제40권2호
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    • pp.145-155
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    • 2012
  • The purpose of this study is to suggest the direction of improving service quality in the defense logistics support. For this, this study compares and analyzes the perceived service quality between customer(using unit) and defense logistics support unit by using SERVPERF model. Supply, military meals, and maintenance are carrying out the mission as core function of defense logistics support and also encounter with customer. In this empirical analysis, the service quality is composed of four factors, and there are significant difference in perception level of service quality between them. Also, the relationship between factors of service quality and revisit intention shows significant difference statistically, and the customer orientation and responsiveness are key affecting factors on revisit intention.

국방 R&D사업 시스템엔지니어링 적용사례 및 발전방안 연구 - 저고도레이더 업체주관 연구개발사업 사례 중심으로 - (A Systems Engineering Case Study to Improve Defence R&D Program Effectiveness)

  • 박경일;편완주;박영원
    • 시스템엔지니어링학술지
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    • 제4권2호
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    • pp.35-43
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    • 2008
  • Application of system engineering should be realized on necessary condition being to propel National Defense R&D Program. But, these necessity is yet not realized easily to many project managers of Defense Acquisition Program Administration(DAPA). As one person of DAPA project manager, system engineering hard to approaches easily by the word itself. There are a lot of difficult sections where should apply how. This paper established DAPA Project Manager and Acquisition Point of Contact of demand Military by main customer (reader), and wished to make understood more easily and approach system engineering application to these. Also, this paper studied project management example that scientific project management techniques of Earned Value Management(EVM) and Cost As an Independent Variable(CAIV) etc. is taken abuzz in DAPA inside by Project management technique that become reform, arc Integrated in system engineering.

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전자상거래(電子商去來) 시대(時代) 웹 사이트를 이용(利用)한 고객지식(顧客知識) 보호체계(確保體系)에 관한 연구(硏究) (A Study on the mechanism of Acquisition of Customer Knowledge through Web Site at Electronic Commerce Times)

  • 박영태;정종식
    • 통상정보연구
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    • 제3권2호
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    • pp.93-111
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    • 2001
  • 본고에서는 전자상거래를 전개하는 업체의 웹 사이트에서 고객지식을 확보하는 체계를 연구하고자 하였는바, 이를 위해 먼저 웹 사이트와 고객 일반에 관하여 개관하고 전자상거래업체의 고객 관련 웹 사이트 현황을 살펴보면서 주요 특징, 시사점을 도출하였으며, 이를 바탕으로 실질적인 고객지식 확보체계를 제시하고자 하였다. 실제 온라인업체와 오프라인업체에서도 고객과 업체의 정보와 지식을 공유하는 공간, 특히 고객지식을 확보하는 공간으로서 웹 사이트를 고객지향 웹 사이트 구축, 고객지향 서비스 제공, 쌍방향 의사소통 공간 제공 등으로 웹 사이트를 구축하고 있었다. 이것은 고객지식을 확보하기 위한 것으로서 웹 사이트에 사용소감, 제안, 자료제공, 경험담을 제시할 수 있는 게시판과 자료실, 고객이 원하는 서비스와 제품을 설계할 수 있는 고객참여서비스, 생각과 경험을 공유할 수 있는 가상공동체, 의견을 교환할 수 있는 토론방, 불만을 호소할 수 있는 고객 불만 처리센터 등도 운영하고 있었다. 이러한 다양한 컨텐츠는 업체에서 제공하는 서비스, 제품 등에 반영되고 웹 사이트를 개선할 기회를 제공하여 부가가치를 최대로 하고 고객만족을 제고할 수 있는 체계로 작용하고 있었다. 따라서 향후 디지털기술과 인터넷문화가 확산되면서 지식자산이 경쟁우위를 창출하는데 중요한 요소가 될 것이기 때문에 고객지식을 확보하기 위한 더욱 다양한 웹 사이트, 제품과 서비스 등을 구축 창출하여야 할 것으로 결론지을 수 있었다.

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추천시스템을 위한 연관군집 최적화 기반 협력적 필터링 방법 (An Collaborative Filtering Method based on Associative Cluster Optimization for Recommendation System)

  • 이현진;지태창
    • 디지털산업정보학회논문지
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    • 제6권3호
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    • pp.19-29
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    • 2010
  • A marketing model is changed from a customer acquisition to customer retention and it is being moved to a way that enhances the quality of customer interaction to add value to our customers. Such personalization is emerging from this background. The Web site is accelerate the adoption of a personalization, and in contrast to the rapid growth of data, quantitative analytical experience is required. For the automated analysis of large amounts of data and the results must be passed in real time of personalization has been interested in technical problems. A recommendation algorithm is an algorithm for the implementation of personalization, which predict whether the customer preferences and purchasing using the database with new customers interested or likely to purchase. As recommended number of users increases, the algorithm increases recommendation time is the problem. In this paper, to solve this problem, a recommendation system based on clustering and dimensionality reduction is proposed. First, clusters customers with such an orientation, then shrink the dimensions of the relationship between customers to low dimensional space. Because finding neighbors for recommendations is performed at low dimensional space, the computation time is greatly reduced.

기업 간 통합 로열티 프로그램의 효과에 관한 연구 : 고객 획득 VS. 유지 상황에서의 차등적 효과를 중심으로 (A Study on the Effects of Inter-firm Coalition Loyalty Programs : Focusing on Customer Acquisition vs. Retention Effects)

  • 이진원;송태호;김지윤
    • 한국경영과학회지
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    • 제37권2호
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    • pp.89-111
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    • 2012
  • Coalition loyalty programs, loyalty cash-back programs that enable their members to accrue and redeem points at a wide-range of affiliated outlets, are emerging. In a coalition loyalty program, unlike in a single-brand loyalty program, points accrued from one outlet can be redeemed in other outlets which even may be of other brands than the very one where the points were from. However, in spite of such systematic characteristic of coalition loyalty programs, there is only little research on the effect of the program. The present study is aimed at examining the difference between the effects of a coalition and a single-brand loyalty program in terms of acquisition and retention of customers and tries to provide strategic implications for a firm to run a loyalty program. We classify purchase conditions into two types-acquisition vs. retention. Then we compare the effects of a coalition and a single-brand loyalty program on the purchase intention, under both the acquisition and the retention conditions. The result shows that the effect of the coalition loyalty program is stronger than that of the single-brand loyalty program under the acquisition condition. On the other hands, the single-brand loyalty program is more effective than the coalition loyalty program under the retention condition, at least for the minor brand.