• Title/Summary/Keyword: recommendation intention

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Effects of the User's Perceived Threat to Freedom and Personalization on Intention to Use Recommendation Services (자유 위협과 개인화에 대한 사용자의 지각이 상품 추천 서비스 수용에 미치는 영향)

  • Lee, Gyu-Dong;Kim, Jong-Uk;Lee, Won-Jun
    • Asia pacific journal of information systems
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    • v.17 no.1
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    • pp.123-145
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    • 2007
  • There are flourishing studies in the acceptance or usage of information systems literature. Most of them have taken the pro - acceptance view. Undesirably, information technologies often provoke users' reactance or resistance. This paper explores one of the negative reactions -psychological reactance. The present paper studies the effects of the users' perception of threatened freedom and personalization degree on intention to use recommendation services. High personalization can be a major motivation for users to accept recommendation systems. However recommendation services are a two-edged sword, which not only provides users the efficiency of decision making but also poses threats to free choice. When people consider that their freedom is reduced or threatened by others, they experience the motivational state to restore the freedom. This motivational state must be considered in understanding usage of information systems, especially personalized services which are designed for persuasion or compliance. This paper empirically investigates the effect of personalization and the psychological reactance on the intention to use information systems in the personalized recommendation context. Users' perception of personalization increases the usefulness of recommendation service while their perception of threat to freedom reduces the intention to use personalized recommendation service. Findings and implications are discussed.

The Effect of Self-Construal Type, Mobile Product Recommendation System Type and Fashion Product Type on Purchase Intention in Moblie Shopping Environment (자기해석유형과 모바일 상품추천유형, 패션제품유형이 구매의도에 미치는 영향)

  • Jeon, Tae June;Hwang, Sun Jin;Choi, Dong Eun
    • Journal of Fashion Business
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    • v.25 no.5
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    • pp.25-37
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    • 2021
  • As the online shopping market grows, channels in the mobile shopping environment have become increasingly diverse as a wide variety of products are introduced every day. This study investigated the effects of the self-construal type, mobile product recommendation system type, and fashion product type on purchase intention. The experimental design of this study was a 2 (self-construal type: independent vs. interdependent) × 2 (product recommendation system: bestseller vs. content-based) × 2 (fashion product type: utilitarian vs. hedonic) 3-way mixed ANOVA. Women (n = 387) in their 20 to 30s residing in Seoul and the Gyeonggi area participated in the study. The data were analyzed with the SPSS 24 program and 3-way ANOVA and simple main effects analyses were conducted. The results were as follows. First, self-construal, product recommendation, and fashion product types had a statistically significant impact on purchase intention. Second, fashion product and consumers' self-construal types had significant interaction effects on purchase intention. Finally, product recommendation and fashion product and self-construal types showed significant 3-way interaction effects on purchase intention. The study confirmed an interaction between the self-construal, type of product recommendation system, and the type of fashion product used in influencing purchase intention.

Effect of Market-Wholesaler System on Market Expansion, Re-transaction Intention, and Recommendation Intention

  • ROH, Gye-Ho;YI, Jong-Hyun;CHO, Young-Sam
    • Journal of Distribution Science
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    • v.18 no.5
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    • pp.99-109
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    • 2020
  • Purpose: This study aims to develop and empirically analyze a research model in order to comprehend the relationship among the service quality of market-wholesaler system, re-transaction intention, and recommendation intention of forwarder. Further, we suggest new six factors reflecting the service quality of market-wholesaler system and highlight market expansion of forwarder as a mechanism in the relationship. Research design, data and methodology: The authors developed the new scales measuring the service quality of market-wholesaler system (i.e. trade price, price fluctuation, payment receipt, settlement period, trade information, and customer service) and conducted a cross-sectional survey for 439 forwarders in a wholesale market. And then we performed a series of path analyses to test hypotheses. The hypotheses are as follows. [H1] The service quality of market-wholesaler system will positively affect forwarders' market expansion, [H2] Forwarders' market expansion will positively affect their re-transaction intention, [H3] Forwarders' market expansion will positively affect their recommendation intention, [H4] Forwarders' re-transaction intention will positively affect their recommendation intention. Results: The results showed that all the six factors for the service quality of market-wholesaler system were positively related to market expansion of forwarders. There was a differential effectiveness in the six factors of the service quality. More specifically, the positive effect of customer service factor was the strongest on market expansion of forwarders. And the respective effects of trade price, price fluctuation, settlement period, trade information factors were followed in order. The positive effect of payment receipt factor was the weakest on market expansion of forwarders. Also, market expansion of forwarders was positively related to their re-transaction intention and recommendation intention. Furthermore, market expansion of forwarders was indirectly related to recommendation intention through re-transaction intention as well. Conclusions: The research findings provide important theoretical and practical implications. This study is the first to attempt to test the perception of forwarders for the service quality of market-wholesaler system by developing and using the new scales. Also, there has been a sharp controversy about the effectiveness of market-wholesaler system. The findings support that market-wholesaler system would be activated by empirically verifying the effectiveness of the service quality on the various outcomes.

A Study on the Influence of Choice Properties of Food Carving Decoration Lecture on Recommended Intention and Revisiting Intention

  • Kwag, Myung Sug;Kim, Jin Soo
    • Asia Pacific Journal of Business Review
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    • v.5 no.1
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    • pp.21-36
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    • 2020
  • This paper examines the effect of the choice properties of food carving decoration lectures on the recommendation and revisiting intention. As the culinary industry grows, consumers seek not only the value of satiety through food but also the value of aesthetics. They perceived satisfaction from the taste and appearance of the food as well as the interior of the restaurant and the service. Food carving is an important means of fulfilling consumer satisfaction value which is ever-changing. This study attempts to analyze the relationship between the choice properties of food carving lectures and the course recommendation and revisiting intention. This study hypothesis was formulated and the survey was conducted on 125 respondents who had experienced food carving lectures. The reliability and validity of measurement items were verified through Cronbach's Alpha and factor analysis. As a result, all measurement items showed no abnormality. The results of the analyses are as follows. The education satisfaction, education commitment, and brand image, the choice properties of food carving decoration lecture, were found to have a positive effect on the recommendation intention. The results also showed that the education commitment and brand image of food carving decoration lectures were positively associated with revisiting intention. Lastly, the implications of these findings were suggested and for future research were discussed.

The Service Quality Perception, Purchase Satisfaction, Recommendation Intention, and Switching Intention of Fashion Consumers according to the Types of Internet Shopping Malls (인터넷 쇼핑몰 유형별 패션 소비자의 서비스 품질 지각, 구매만족도, 추천의도 및 전환의도에 관한 연구)

  • Lee, Eun-Jin;Kim, Jong-Ouk
    • Journal of the Korean Society of Clothing and Textiles
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    • v.35 no.8
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    • pp.890-905
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    • 2011
  • This study investigated service quality perception, purchase satisfaction, recommendation intention, and switching intention of fashion consumers according to the types of internet shopping malls. The survey was conducted from February 7 to 21 in 2011, and 294 responses were used in the data analysis. The statistical analysis methods were frequency analysis, factor analysis, reliability analysis, ANOVA, and regression analysis. The result of the service quality perception of internet fashion consumers was classified by site characteristics, reliability, enjoyment, product diversity, responsibility, security, and order convenience. There were significant differences in the site characteristics, reliability, enjoyment, responsibility, and security of service quality perception by the types of internet shopping malls. In addition, the factors of service quality perception that could affect the purchase satisfaction of fashion consumers showed differently according to the types of internet shopping malls. The purchase satisfaction of fashion consumers influenced the recommendation intention in all types of internet shopping malls and the purchase satisfaction influenced the switching intention in fashion specialized internet shopping malls.

Effects of Chinese Resident's Perceptions of Quality Attributes on Customer Satisfaction, Revisit Intention and Recommendation Intention at coffee Shops in Beijing, China (중국 북경직할시내 거주 중국인의 커피전문점 품질속성에 대한 인식이 고객만족도, 재방문의도 및 추천의도에 미치는 영향)

  • Li, Miao Miao;Lee, Young Eun;Youn, Do Kyung
    • Journal of the Korean Society of Food Culture
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    • v.32 no.5
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    • pp.421-436
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    • 2017
  • This study was conducted to examine the effects of Chinese perceptions of quality attributes on customer's satisfaction, revisit intention and recommendation intention for coffee shops in Beijing, China. Subjects of this study included 200 customers who had visited a coffee shop at least once during the last year. Statistical analyses were performed using SPSS v23.0 and AMOS v21.0. In this study, the majority of customers visited a coffee shop once or twice a week with friends. Respondents preferred tall-sized warm coffee in the store. The coffee shop quality attributes of were derived from five exploratory factors identified upon analysis of 30 observational variables. It was important to maintain and strengthen the quality attributes of coffee shops in this area because IPA(Importance Performance Analysis) analysis showed that "Doing great, keep it well" part was a desirable area because it had high importance and performance. Finally, path analysis revealed that customer satisfaction was influenced by employee attitude and affected revisit intention and recommendation intention.

A Study on the Influence of Food Styling Factors on Customer Satisfaction, Revisit Intention, and Recommendation Intention - Focusing on Korean Fusion Cuisine (푸드스타일링 요인이 고객만족도, 재방문 의도 및 추천 의도에 미치는 영향 - 퓨전한식을 중심으로)

  • Kang, Hye-Jung
    • Culinary science and hospitality research
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    • v.20 no.4
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    • pp.100-114
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    • 2014
  • This study aims to analyze customer satisfaction, revisit intention, and recommendation intention of food styling of Korean fusion cuisine in order to establish the development of food styling of Korean fusion cuisine and to develop the marketing strategies for food styling of Korean fusion cuisine. A survey was conducted in Korean fusion restaurants during the month of August 2013. A valid sample of 150 questionnaire sheets returned were analyzed using SPSS version 21.0. Results of this study showed that food styling of Korean fusion cuisine influenced customer satisfaction, revisit intention, and recommendation intention. Food styling factors such as food and plate, linen and centerpiece, cutlery, and, glassware influenced customer satisfaction, revisit intention, and, recommendation intention. This study suggests to develop a scheme for modern food styling for the globalization of Korean cuisine.

The Effect of Perceive Service Quality of Local Content Production Policy on User Satisfaction, Reuse Intention, and Recommendation Intention (지역콘텐츠 제작지원 사업의 지각된 서비스 품질이 이용 만족, 재이용 의도, 추천 의도에 미치는 영향)

  • Kim, Sehwan
    • 지역과문화
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    • v.8 no.2
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    • pp.1-20
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    • 2021
  • This study analyzed the effect of perceived service quality for the local content production policy on the service user satisfaction, reuse intention, and the recommendation intention. First, reliability, responsiveness, and adequacy were identified as the service quality evaluation criteria of the local content production policy. Second, all of the quality evaluation criteria had a positive effect on the service user satisfaction. Third, responsiveness had a positive effect on reuse intention, and responsiveness and reliability had a positive effect on recommendation intention. Fourth, the service user satisfaction had a positive effect on the reuse intention and recommendation intention. Therefore, this study has the significance of presenting a theoretical model for the service quality evaluation of the local content production policy, and suggesting perspective for the improvement of the policy.

Determinants of Satisfaction, Revisit Intention, and Recommendation Intention Using Decision Tree Analysis - Foreign Tourists Visiting Korea during the COVID-19 Pandemic - (의사결정나무분석을 활용한 방문 만족도, 재방문 의사, 타인 권유 의사 결정요인 분석 - 코로나19 상황에서의 한국 방문 외래관광객을 대상으로 -)

  • Won-Sik Kim
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.3
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    • pp.129-136
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    • 2023
  • The study aims to examine the determinants that affect satisfaction, revisit intention, and recommendation intention with foreign tourists who visited Korea despite the threat of COVID-19. This study employs the survey data collected by the Korea Tourism Organization from 8,135 foreign tourists who visited Korea in 2020. As the survey data contains a mixture of continuous and categorical variables, decision tree analysis can ensure analytical validity for the research. According to the analytical results, the determinants affecting satisfaction are the purpose of the visit and acceptance of self-quarantine during their stay. The factors influencing revisit intention are the purpose of the visit, frequency of the visit, and acceptance of self-quarantine during their stay. The determinants affecting recommendation intention are the purpose of the visit, length of stay, and gender. Based on the results of this analysis, this study not only explains the relationship between these determinants and tourism satisfaction, revisit intention, and recommendation intention, but also suggests implications for revitalizing tourism activities.

A Study on the Satisfaction and Repurchase Intention on Social Commerce of University Students (대학생 소비자의 소셜커머스 만족도와 재구매의도에 관한 연구)

  • Lee, Kyoung Ok
    • Korean Journal of Human Ecology
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    • v.21 no.6
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    • pp.1111-1128
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    • 2012
  • Many social commerce companies are being established and the market for social commerce is also developing quickly. In this study, the utilization, satisfaction, repurchase and recommendation intentions of social commerce consumption were studied, followed by an analysis of different factors that influence repurchase and recommendation intentions. The results of this study are as follows: first, the satisfaction of social commerce products was in the mid-range, with results being consistent across the range of social commerce companies. Secondly, there was a correlation between satisfaction associated with social commerce and repurchase and recommendation intention. Thirdly, there was a correlation between the level of satisfaction and demographic characteristics. Based on the research findings, suggestions are presented for improving consumer policy and education.