• Title/Summary/Keyword: 고객 행동분석

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An Exploratory Study on Consumer Behavior of Digital Banking Deposits: Focusing on Bank Loyal Customers (디지털 뱅킹 정기예금의 소비자 행동 실태에 관한 탐색적 연구 -은행 충성고객을 중심으로-)

  • Inkwan Cho;Soo Kyung Park;Bong Gyou Lee
    • Journal of Service Research and Studies
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    • v.13 no.2
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    • pp.130-145
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    • 2023
  • The digital transformation of finance is accelerating, and digital banking has already become a major banking channel. Banks have traditionally placed importance on CRM(Customer Relationship Management) and have tried to retain their loyal customers, who contribute significantly to the bank, such as long-term transactions, holding accounts with a certain balance or more, and holding loans. In this situation, this study exploratorily analyzed the consumer behavior of digital banking deposits in a major bank of Korea(1,145 samples). Statistical analysis was performed using SPSS. The main findings of the study are summarized as follows. It was found that there were differences of consumer behavior in digital banking deposits by generation, and the MZ generation used digital banking more on holidays than other generations. As a result of analyzing the behavior of existing loyal customers and regular customers of digital banking deposit, there was a significant difference in both the amount and period of the deposit. It was confirmed that the existing loyal customers of the bank also engage in consumer behavior that contributes to the bank in digital banking. In addition, the interaction between the customer type and the date of sign up for the deposit period, which is the goal setting of financial consumers, it was found that there was a significant effect. This study empirically analyzed the consumer behavior of digital banking in a situation where decrease of bank branches and encounters with digital banking. The major concepts of the consumer behavior theory are Loyal Customer, Goal Pursuit, and Habit, which were confirmed in an example of digital banking. The results of this study can suggest practical implications for existing banks and Internet-only banks, including the importance of customer management in digital banking.

An Optimal Pricing Strategy in An M/M/1 Queueing System Based on Customer's Sojourn Time-Dependent Reward Level (고객의 체류시간의존 보상에 기반한 M/M/1 대기행렬 시스템에서의 최적 가격책정 전략)

  • Lee, Doo Ho
    • The Journal of the Korea Contents Association
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    • v.16 no.7
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    • pp.146-153
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    • 2016
  • This work studies the equilibrium behavior of customers and optimal pricing strategies of the sever in a continuous-time M/M/1 queueing system. In this work, we consider two pricing models. The first one is called the ex-ante payment scheme where the server charges a flat price for all services, and the second one is called the ex-post payment scheme where the server charges a price that is proportional to the time a customer spends in the system. In each pricing model, the departing customer receives the reward that is inversely proportional to his/her sojourn time. The server should make the optimal pricing decisions in order to maximize its expected profit per unit time in each payment scheme. This work also investigates customer's equilibrium joining or balking behaviors under server's optimal pricing strategies. Numerical experiments are conducted to help the server best select one between two pricing models.

Effects of Hotel Using Experience on Customers' Purchase and Behavior Intention (호텔이용 경험이 구매의사와 고객행동의도에 미치는 영향)

  • Han, Jin-Young
    • Journal of Digital Convergence
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    • v.16 no.5
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    • pp.105-113
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    • 2018
  • The purpose of this study was to find out the effects of the hotel using experience on customers' purchase and behavior intention. For this study, a total of 306 questionnaires among collected data for customers who hotel using experience at five star hotels located in Seoul from April 1, 2015 to April 30, 2015 was to ensure a valid sample. As a result of the experiments which conducted by factor analysis and regression analysis, it shows 1% level positive significant effects in purchase and continual purchase intention of "emotional experiencer", "physical experience factor", "continuous experience factor", and "superior experience factor", but it is 10% level significant effects in continual purchase intention positively effected continual purchase intention of "physical experience factor". Also, it shows 1% level positive significant effects on hotel customers' intention of reused, intention of suggestion, intention of recommendation of "emotional experiencer", "physical experience factor", "continuous experience factor", and "superior experience factor". From the study, it is expected to build hotel-customer relationship and brand level of awareness for activating customers' loyalty.

A Study on Characteristics of Eco-friendly Behaviors using Big Data: Focusing on the Customer Sales Data of Green Card (빅 데이터를 활용한 친환경행동 특성에 관한 연구: 대용량 그린카드 거래데이터를 중심으로)

  • Lim, Mi Sun;Kim, Jinhwa;Byeon, Hyeonsu
    • Journal of Digital Convergence
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    • v.14 no.1
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    • pp.151-161
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    • 2016
  • As part of a policy to address climate change and pollution problem, the government introduced a green credit card scheme in order to motivate pro-environmental behaviors in July 2011. It is important to present the specific ways to facilitate pro-environmental behaviors using the consumer behavior pattern data. This study was a result of data from total fifty seven thousands customer purchasing history data of green credit card to be created for the 3 months from January to March 2015. As the analysis process is put in to operation the analysis of the purchasing customer's profile firstly, and the second come into association analysis to consider the buying associations for green products purchasing networks, the third estimate the useful parameters to affect the customer's pro-environmental behavior and customer characteristics. It shows that royal customers are from 30 to 40 years old and their incomes are from 30 million won to 40 million won. Especially, they live in Daegu, Gyeonggi, and Seoul.

Antecedents of Repurchasing Intention and Recommendation Intention in a Cosmetic Product Context: Focused on Females in their Twenties (화장품 재구매 의도와 추천 의도에 영향을 미치는 요인: 20대 여성을 중심으로)

  • Kim, Byoungsoo;Jeon, Duri;Lin, Dong
    • The Journal of the Korea Contents Association
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    • v.16 no.9
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    • pp.276-285
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    • 2016
  • In the highly competitive cosmetic industry, each cosmetic brand is striving to increase its profit by providing excellent product quality and delightful marketing campaigns. In this regard, this study investigates consumers' post-purchasing decision-making processes. It considers the two critical post-purchasing behaviors as repurchasing intention and recommendation intention. We posit customer satisfaction and brand image as the key antecedents of post-purchasing behaviors. The effects of cosmetic quality, price fairness, and event activities on consumer satisfaction and brand image are examined. We conducted a questionnaire survey of women in their twenties, which are critical groups in consumer life cycle of cometic products. Data collected from 163 female respondents were empirically tested against a theoretical framework using partial least squares. Analysis results found that both consumer satisfaction and brand image significantly influence post-purchasing behaviors, respectively. Especially, brand image has a stronger effect on post-purchasing behaviors than customer satisfaction does. Cosmetic quality and price fairness play an important role on customer satisfaction and brand image. However, event activities significantly affect consumer satisfaction, while they do not significantly influence brand image.

The Effect of Corporation Cultural Support Activities in Customer Loyalty : Focus on Mediating Role of Corporate Image (기업의 문화지원 활동이 고객충성도에 미치는 영향 : 기업이미지의 매개역할을 중심으로)

  • Hwang, Rak-Gun
    • Journal of Korea Entertainment Industry Association
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    • v.13 no.8
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    • pp.41-54
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    • 2019
  • Today, companies are supporting filed of culture and art forms as part of its social contribution activities to cultural support. Also, improvement of commercial interests and profit structure for enhancing the image of support taking shape at the same time, such as a strategic approach. Culture of companies in building confidence and enhance its operational activity is the image of the positive effect that charitable point of view social contribution projects and strategic point of view of culture support activity. Therefore, corporate culture in the study formed in supporting a variety of factors recognized the importance, culture support for business activity is the image of the factors which are behavior, social responsibility actions, corporate contributions to analyze the impact. Then the company's corporate image formed by supporting a culture and see if any influence on customer loyalty to carry out an empirical study. The conclusions of this study are as follows: first of all, corporate culture support activity is affecting contributions to corporate social responsibility actions and behavior of the corporate image, and image formed to consumers has shown to have a positive impact on customer loyalty. Second, corporate image formed by supporting a culture wac shown to have a positive impact on customer loyalty.

A Study on Web-log Analysis for CRM based on Internet Business (인터넷 비즈니스 기반의 고객관계관리(CRM)을 위한 웹 로그 분석에 관한 연구)

  • Kim, Jae-Hyung;Noh, Hyo-Won;Kim, Nam-Ho;Chong, Jong-Wha
    • Proceedings of the Korea Information Processing Society Conference
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    • 2000.04a
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    • pp.10-15
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    • 2000
  • 개별화 웹 마케팅은 본질적으로 고객지향의 패러다임이다. 즉, 개별 고객의 특수한 니즈를 개별적으로 파악해서 각각의 고객에게 차별화된 서비스를 제공하는 것이 그 핵심이다. 웹 서버의 로그파일에 데이터마이닝의 연관규칙 기술을 이용하게 되면 고객행동 패턴의 파악 및 예측을 위한 기법으로 활용할 수 있다. 본 연구에서는 웹 사용자의 교차 판매를 위한 원투원 마케팅에 필요한 접근패턴을 분석하고자 하며, 이는 웹서버 로그파일 분석을 통하여 이루어진다. 분석하고자 하는 웹서버 로그파일은 기존의 데이터웨어하우스의 원천 데이터들과는 다르게 비정형적인 데이터 구조를 가지고있다. 이들 비정형 데이터 처리와 교차판매 지원을 위한 데이터마이닝 모델링, 이를 통한 원투원 마케팅 모델 제시, 그리고 이의 활용이 고객관계관리(CRM)에 미치는 효과를 제시한다.

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Impact on customer loyalty, store experience (매장에서 체험이 고객충성도에 미치는 영향)

  • Kim, Mi-Ji;Kim, Kang
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2011.06a
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    • pp.373-376
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    • 2011
  • 본 논문에서는 체험마케팅 중에도 감성 마케팅과 관련한 매장 내 환경이나 소비자 관점에 관한 연구는 그리 많지 않은 편이며, 특히 매장에서 경험하는 감각적 요소들이 소비자들의 소비감정과 어떻게 관련되고 소비자 행동 특성에 어떠한 영향을 미치는지에 관한 조사결과 감각, 감성, 관계/행동, 충성도 등을 분석한 결과 제안모델이 매장에서 체험이 고객충성도에 미치는 영향이 우수함을 제안하였다.

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A Study on the Effects of Digital Platform Capabilities and Customer Orientation of Financial Institutions on Service Innovation Behavior (금융기관의 디지털플랫폼역량과 고객지향성이 서비스혁신행동에 미치는 영향연구)

  • Kim, Sang-Chul;Seo, Young-Wook
    • Journal of Digital Convergence
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    • v.18 no.10
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    • pp.207-217
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    • 2020
  • The purpose of this study is to examine the structural relationship between the digital platform capabilities of financial institutions and the impact of customer orientation on service innovation behavior through exploitation/exploration. A survey was conducted on employees of financial institutions to verify the research model, and the final 280 copies of the questionnaire were analyzed using SPSS 25 and SmartPLS 2.0. As a major research result, First, digital platform competency has a positive effect on exploitation and exploration. Second, customer orientation has a positive effect on exploitation, but not on exploration. Third, both exploitation and exploration have a positive impact on service innovation behavior. Through this research, this study shed new light on the relationship between digital platform capability and customer orientation that affects service innovation behavior of financial institutions, and expanded the scope of research through empirical research. Future research will require research attempts on various variables and research samples.

The Effect of Employees' Social Regard on Service Loyalty: Comparative Approach of Beauty Services and Fast-food Services in Service Settings (종업원의 고객에 대한 배려행동이 서비스 충성도에 미치는 영향: 미용실서비스와 패스트푸드서비스의 비교적 접근)

  • Sung, Yun-Ok
    • The Journal of the Korea Contents Association
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    • v.14 no.1
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    • pp.409-422
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    • 2014
  • This paper examined the influence of employees' social regard toward the customers, such as, overall service quality, service satisfaction, and service loyalty. The paper proves that the high contact beauty services and the low contact fast-food services have different customer satisfaction level depending on the employees' social regards. A survey study was conducted to collect the data with the actual service purchasers at domestic beauty services and fast-food services. Analysis of structural equation modeling with Amos 18.0 was performed to test the research hypothesis. The results of the study are as follows: First, social regard has positive influences on service quality, service satisfaction, and service loyalty. Second, Social regard has more effect on service satisfaction in a high contact beauty services than in a low contact fast-food services. This paper contribute to identify the effects of employees' social regard on service satisfaction, by comparing the effects on service satisfaction between high and low contact services.