• Title/Summary/Keyword: intention of recommendation

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An Analysis of Customer Preferences of Recommendation Techniques and Influencing Factors: A Comparative Study of Electronic Goods and Apparel Products (추천기법별 고객 선호도 및 영향요인에 대한 분석: 전자제품과 의류군에 대한 비교연구)

  • Park, Yoon-Joo
    • Information Systems Review
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    • v.18 no.2
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    • pp.59-77
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    • 2016
  • Although various recommendation techniques have been applied to the e-commerce market, few studies compare the intent to use these techniques from the customer's perspective. In this paper, we conduct a comparative analysis of customers' intention to use five recommendation techniques widely adapted by online shopping malls and focus on the differences in purchasing electronic goods and apparel products. The recommendation techniques are as follows: best-seller recommendation, merchandiser recommendation, content-based recommendation, collaborative filtering recommendation, and social recommendation. Additionally, we examine which factors influence customer intent to use the recommendation services. Data were collected through a survey administered to 220 e-commerce users with prior experience with recommendation services. Collected data were examined using analysis of variance and regression analysis. Results indicate statistically significant differences in customers' intention to use recommendation services according to the recommendation technique. In particular, the best-seller recommendation technique is preferred when purchasing electronic goods, whereas the content-based recommendation technique is preferred for apparel purchases. Factors such as personal characteristics and personality, purchasing tendency, as well as perception of the product or recommendation service affect a customer's intention to use a recommendation service. However, the influence of these factors varies depending on the recommendation technique. This study provides guidelines for companies to adopt appropriate recommendation techniques according to product categories and personal characteristics of customers.

A Study on the Relationship among Service Quality and Customer Satisfaction of Wedding Hall Restaurants, and Recommendation Intention - Focusing on the Moderating Effect of Wedding Hall and Hotel Image - (웨딩홀 레스토랑의 서비스 품질과 고객만족, 그리고 추천의도 간의 관계연구 - 웨딩홀 및 호텔 이미지의 조절효과를 중심으로 -)

  • Kim, Young Kyun
    • Culinary science and hospitality research
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    • v.22 no.5
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    • pp.252-266
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    • 2016
  • The purpose of this study is to verify a relationship among service quality and customer satisfaction of wedding hall restaurants, and recommendation intention, as well as the moderating effect of image of wedding halls and hotels on the relationship. A hierarchical regression analysis thorugh SPSS was conducted to test the model hypotheses. Research samples were collected from 331 customers of wedding hall restaurants and hotels located in Seoul. The findings and implications of the research can be summarized as follows. First, the employees, facilities and environment service, and convenience of wedding hall restaurants had a positive effect on customer satisfaction of wedding hall restaurants. Second, evidence suggested that service quality of wedding hall restaurants had a positive effect on recommendation intention. Third, while there was a negative moderating effect of image of wedding halls and hotels between food and employee service quality and customer satisfaction, a positive moderation effect of image of wedding halls and hotels was found. Fourth, there was a negative moderating effect between customer satisfaction and recommendation intention.

A Study on the Satisfaction of the Store Attribute, Intention of Revisit and Recommendation on the Clothing Consumer (의류 소비자의 점포 속성 만족도, 재방문 및 추천 의사에 관한 연구)

  • Yang, Lee-Na
    • The Research Journal of the Costume Culture
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    • v.17 no.3
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    • pp.367-382
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    • 2009
  • The aim of the current study was to investigate the impact of store attribute satisfaction on intentions of revisit and recommendation among clothing consumers. The data were collected from 319 consumers through survey and frequency analysis, reliability analysis, factor analysis, and multiple regression analysis were used to obtain results. The findings were as follows: 1. From factor analysis, seven factors were distracted: Fact 1(brand and price), Fact 2(store's facility and environment), Fact 3(product), Fact 4(transportation convenience and access), Fact 5(selling and advertisement), Fact 6(store's atmosphere), and Fact 7(salesman's service). 2. Four factors had statistically significant influence on overall satisfaction of clothing consumers. The most influential factor was Fact 2(store's facility and environment) and Fact 5(selling and advertisement), Fact 1(brand and price), and Fact 4(transportation convenience and access) showed their effects on overall satisfaction in an hierarchical rank-order following Fact 2. 3. Four factors such as Fact 2(store's facility and environment), Fact 1(brand and price), Fact 4(transportation convenience and access) and Fact 5(selling and advertisement) in an hierarchical rank-order from Fact 1 had statistically significant impact on intentions of revisit. 4. Six factors such as Fact 1(brand and price), Fact 2(store's facility and environment), Fact 3(product), Fact 5(selling and advertisement), Fact 6(store's atmosphere), and Fact 7(salesman's service) in an hierarchical rank-order from Fact 1 had statistically significant influence on the intention of recommendation. 5. The results further showed that among seven factors, Fact 1(brand and price), 'Fact 2(store's facility and environment), and Fact 5(selling and advertisement) had impact on both the intention of revisit and the intention of recommendation.

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A study on the relationship between social capital and organization trust, recommendation intention, and turnover intention (사회적 자본과 조직신뢰, 추천의도 및 이직의도 간의 관계에 관한 연구)

  • Han, Na-Young;Kwon, Hyeok-Gi
    • Management & Information Systems Review
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    • v.35 no.1
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    • pp.253-271
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    • 2016
  • This study is to investigate the impact of the social capital on organization trust, and the impact of the organization trust on recommendation intention, and turnover intention. And by this it is also to integrally analyze through what route social capital affects the recommendation intention and turnover intention. An actual analysis through covariance structural equation model was made targeting the members of small and medium sized manufacturing companies. The results of the actual analysis showed that the relational dimension in the social capital had an positive(+) and the most pervasive effect on the organization trust. Relational dimension refers to the formation relationships among members and has a significant value in the interaction in the relation between subordinates and superiors, between colleagues, and between departments. Secondly, the cognitive dimension in the social capital was revealed to have no significant effect on the organization trust and structural dimension was revealed to have a positive(+) effect on the organization trust. Structural dimension refers to the capital value which shows itself in the social network and relationship existing between the members and is formed through building the best network within an organization. Thirdly, organization trust was revealed to have a positive(+) impact on the recommendation intention and to have a negative(-) impact on the turnover intention. Finally, the summary, implications, limitations, and future research direction of this study were presented.

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When Do Consumers Get More Delighted? : Role of Surprise and Attribute Importance

  • Lee, Eun-Young
    • Journal of Distribution Science
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    • v.16 no.8
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    • pp.5-13
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    • 2018
  • Purpose - Customer Delight is an important issue for firms and academia since delighted consumers reveal higher repurchase intentions than merely satisfied consumers and become loyal consumers. This research investigates customer delight, especially focusing on the role of surprise and attribute importance via experiment. Research design, data, and methodology - An experiment consisting of experiment, reference, and control group was performed with virtual online bookstore. For the analysis, one-way ANOVA and post-hoc analysis (LSD) were performed. Results - The experiment group that was delighted with surprise revealed the highest repurchase intention and recommendation intention among the other groups (H1 supported). Then each group was divided into attribute importance high and attribute importance low. For the group that was delighted in important attribute revealed higher repurchase and recommendation intention than the group that was delight in less important attribute (H2 supported). Conclusions - This research contributes academically for investigating the research area of customer delight and focusing on the role of surprise and attribute importance. For practical implications, this research provides information about customer delight and its several moderating variables that it is important to delight customers with surprising experience and focusing on an important attribute that consumers perceive not on a less important attribute.

Effects of the Perceived Value of Convention & Exhibition Visitors on their Satisfaction, Revisit and Recommendation Intention (전시컨벤션 방문객의 지각된 가치가 만족도와 재방문의도 및 추천의도에 미치는 영향)

  • Jung, Yong-Hae
    • The Journal of the Korea Contents Association
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    • v.11 no.11
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    • pp.145-155
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    • 2011
  • This study aims to examine how convention & exhibition visitors perceived value on their satisfaction, revisit and recommendation intention. To accomplish the goals, a field survey was conducted on the visitors of the COEX in Seoul area. The results of this study, based on a positive analysis, could be summarized as follows. First, perceived value is factorized as acquisition value, emotional value, monetary value, social value. Second, all factor of perceived value turned out to have affirmative effects on hotel employee's visitors satisfaction. Third, visitors satisfaction turned out to have affirmative effects on revisit intention. Forth, visitors satisfaction turned out to have affirmative effects on recommendation intention.

A Study on the Correlation between Quality of Service and Satisfaction in General Hospital (종합병원 외래환자의 만족도와 서비스 품질 간의 관계 연구)

  • Lee, Yun-Seok;Suh, Won-Sik
    • Journal of radiological science and technology
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    • v.42 no.6
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    • pp.497-505
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    • 2019
  • This study analyzed whether satisfaction to healthcare service quality that patients experienced in a general hospital affects recommendation on that hospital. As a result of the analysis, healthcare service quality partially affected patients' satisfaction. In addition, the satisfaction was partially positively correlated with the recommendation intention. This study has implications in that it revealed that satisfaction perceived by patients leads to recommendation intention and it suggested marketing plans necessary for hospital management performance.

Factors Affecting the Re-participation and Recommendation of Overseas Taekwondo Teaching Experiences of Taekwondo Majoring College Students (태권도전공 대학생의 해외 지도 활동 재참여 및 타인추천에 영향을 미치는 요인)

  • Na, Yoon-Ho;Chang, Ik-Young
    • Journal of Korea Entertainment Industry Association
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    • v.15 no.8
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    • pp.233-246
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    • 2021
  • The study aims to find out the influence factors to intention of re-participation and intention of recommendation to overseas Taekwondo teaching experience. To accomplish this purpose, the subjects of this study consist of 316 people who have experienced Taekwondo teaching in overseas within the last five years. Descriptive analysis, one-way ANOVA, and hierarchical regression analysis were used to analyze data. 1) there was a significant difference in the intention of re-participation and intention of recommendation to overseas Taekwondo teaching experience according to the family income level, the period of experience, the satisfaction of curriculum, and the satisfaction of the field. 2) activity factors and interpersonal factors had an effect on intention of re-participation and intention of recommendation to overseas Taekwondo teaching experience more than personal factors. If this is reflected in the reality, students who majoring in Taekwondo will be able to have a higher quality overseas experience, which will ultimately contribute to the expansion of the job market and further development of Taekwondo internationalization.

Consumers' Willingness to Provide Information and Cooperation Intention in the Use of Mobile Product Recommendation Services for Fashion Stores (패션점포 내 모바일 제품추천 서비스에 대한 소비자의 정보제공의도와 협력의도)

  • Lee, Hyun-Hwa;Moon, Heekang
    • Journal of the Korean Society of Clothing and Textiles
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    • v.37 no.8
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    • pp.1139-1154
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    • 2013
  • This study examined the effects of consumers' usefulness and the hedonic perception of their willingness to provide information and cooperation intention in the use of location-context based mobile product recommendation services for fashion stores. We examined the influence of consumers' beliefs regarding marketer's information practices on their perceptions of provided services. In addition, the moderating effects of consumers' epistemic curiosity and information control level were investigated. A total of 400 smartphone users were included as participants for the present study. The results showed that consumers who perceived information services as more hedonic and useful are more likely to provide personal information and cooperate with marketers. The findings of the study suggest that fashion retailers who plan to introduce mobile product recommendation services should pay attention to the hedonic aspects of the services. In addition, the effects of usefulness and hedonic perception of the two dependent variables were different according to the level of epistemic curiosity and information control.

Size Recommendation Technology Convergence in e-Shopping: Roles of Service Quality Information Credibility and Satisfaction on Purchase Intention (온라인 쇼핑의 데이터 융합 기반 사이즈 추천 서비스: 서비스 품질, 정보 신뢰, 고객 만족의 구매 의도에 대한 역할)

  • Kim, Chi Eun
    • Journal of the Korea Convergence Society
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    • v.12 no.7
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    • pp.7-17
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    • 2021
  • This study investigated the effect of size recommendation technology convergence on purchase intention mediated by information credibility and satisfaction. The survey for this study was conducted on Amazon Mechanical Turk targeting U. S. residing women aged 18 to 60 years old who have never used size recommendation technology. They experienced the size recommendation technology in the provided web page and returned to the survey to answer the questionnaire. The analysis was done with 213 surveys using SPSS 27.0 and Process Macro (model 6, 5,000 Bootstrapping sample). The dimensions of service quality were found to be responsiveness and ease of use, and both have a significant effect on purchase intention through information credibility and satisfaction.