• Title/Summary/Keyword: Value-based acceptance model

검색결과 145건 처리시간 0.03초

전자정부 서비스 활용에 관한 실증연구 (An Empirical Study on Utilization of Electronic Government Services)

  • 김경희;박태준;장우정
    • 디지털융복합연구
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    • 제10권5호
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    • pp.7-17
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    • 2012
  • 본 연구는 전자정부 수용 및 확산에 영향을 미치는 다양한 선행 요인들을 살펴보고 이 요인들이 전자정부 서비스 사용의도에 미치는 영향을 분석하는 데 목적이 있다. 전자정부 서비스 이용자를 대상으로 한 설문조사를 통해 가설을 검증한 결과, 서비스의 본원적 가치와 사회적 영향요인은 서비스 사용의도에 긍정적 영향을 미치는 것으로 나타났다. 또한 사회적 영향요인은 본원적 가치에도 긍정적으로 영향을 주어 사용의도에 간접적인 영향을 주는 것으로 나타났다. 그러나 상호작용은 사용의도에 직접적인 영향을 미치지 못하는 것으로 판정되었다. 다만 상호작용은 본원적 가치의 증대를 통해 간접적으로 영향을 미치며 그 영향이 사회적 영향요인 보다 큰 것으로 나타났다.

Just One More Episode: Exploring Consumer Motivations for Adoption of Streaming Services

  • Arun T M;Shaili Singh;Sher Jahan Khan;Manzoor Ul Akram;Chetna Chauhan
    • Asia pacific journal of information systems
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    • 제31권1호
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    • pp.17-42
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    • 2021
  • This study examines the adoption of subscription-based video on demand (SVOD) streaming services among consumers. Primarily, we explore the moderating effect of the two models of streaming services, standalone streaming services and bundled streaming services, on the users' adoption. We employ the Unified Theory of Acceptance and Use of Technology (UTAUT2) model in this study. We utilize the data collected from 337 Indian respondents and find that all constructs of the UTAUT2 model act as motivators of adoption. Gender, age, and experience of the respondent also play a moderating role in the adoption of streaming services. We also find that providing bundled streaming service positively moderates price-value and hedonic motivation of adoption. The study is perhaps the first of its kind that aims to understand the motivations for adoption of SVOD services, particularly in the Indian context, which has the fastest-growing base of internet users in the world.

대학생의 웨어러블 디바이스 사용의도에 영향을 미치는 요인 -UTAUT2 모델의 응용 (Influential Factors of College Students' Intention to Use Wearable Device -An Application of the UTAUT2 Model)

  • 손현정;이상원;조문희
    • 한국언론정보학보
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    • 제68권
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    • pp.7-33
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    • 2014
  • 본 연구는 확장된 UTAUT2 모델을 이용하여 웨어러블 디바이스의 주요 잠재적 수용자인 대학생들의 웨어러블 디바이스 사용의도에 영향을 미치는 다양한 요인들을 고찰하였다. 구체적으로 인포테인먼트 기능으로서의 웨어러블 디바이스에 대한 사용자의 사용의도에 대한 분석을 위해 기존의 UTAUT 모형에서 상정하고 있는 핵심변수 네 가지 즉, 성과기대, 노력기대, 사회적 영향, 촉진조건 외에 쾌락적 동기, 가격 효용성, 인지된 위험을 추가한 확장된 UTAUT2 모델을 설계하고, 이를 적용하여 실증적으로 검증해 보았다. 그 결과, 기존의 UTAUT 모델의 주요 변인인 성과기대, 사회적 영향 및 촉진조건이 웨어러블 디바이스 사용의도에 유의미한 영향을 주는 것을 발견하였다. 또한 UTAUT2 모델에서 추가된 변인인 쾌락적 동기와 가격 효용성이 웨어러블 디바이스의 사용의도에 영향을 미쳤음을 발견하였다. 한편, 본 연구의 주요 목적 중 하나는 UTAUT2 모델의 이론적인 검증이었는데, UTAUT1 모델의 주요 변인들뿐만 아니라 UTAUT2 모델에 새롭게 추가된 변인인 쾌락적 동기 변인과 가격 효용성 변인이 모두 웨어러블 디바이스의 사용의도를 잘 설명하는 변인임을 확인함으로써 UTAUT2 모델이 새로운 ICT 기술의 수용을 타당하게 설명할 수 있는 모델임을 밝혔다. 따라서 UTAUT2 모델에 관한 이론적인 검증은 새로운 ICT 기술 수용 및 다른 다양한 연구주제에 관한 연구를 통해서 계속 진행될 필요가 있음을 보여 준다.

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정보시스템의 지속적 사용에서 경험의 역할에 대한 분석 (An Analysis of the Roles of Experience in Information System Continuance)

  • 이웅규
    • Asia pacific journal of information systems
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    • 제21권4호
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    • pp.45-62
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    • 2011
  • The notion of information systems (IS) continuance has recently emerged as one of the most important research issues in the field of IS. A great deal of research has been conducted thus far on the basis of theories adapted from various disciplines including consumer behaviors and social psychology, in addition to theories regarding information technology (IT) acceptance. This previous body of knowledge provides a robust research framework that can already account for the determination of IS continuance; however, this research points to other, thus-far-unelucidated determinant factors such as habit, which were not included in traditional IT acceptance frameworks, and also re-emphasizes the importance of emotion-related constructs such as satisfaction in addition to conscious intention with rational beliefs such as usefulness. Experiences should also be considered one of the most important factors determining the characteristics of information system (IS) continuance and the features distinct from those determining IS acceptance, because more experienced users may have more opportunities for IS use, which would allow them more frequent use than would be available to less experienced or non-experienced users. Interestingly, experience has dual features that may contradictorily influence IS use. On one hand, attitudes predicated on direct experience have been shown to predict behavior better than attitudes from indirect experience or without experience; as more information is available, direct experience may render IS use a more salient behavior, and may also make IS use more accessible via memory. Therefore, experience may serve to intensify the relationship between IS use and conscious intention with evaluations, On the other hand, experience may culminate in the formation of habits: greater experience may also imply more frequent performance of the behavior, which may lead to the formation of habits, Hence, like experience, users' activation of an IS may be more dependent on habit-that is, unconscious automatic use without deliberation regarding the IS-and less dependent on conscious intentions, Furthermore, experiences can provide basic information necessary for satisfaction with the use of a specific IS, thus spurring the formation of both conscious intentions and unconscious habits, Whereas IT adoption Is a one-time decision, IS continuance may be a series of users' decisions and evaluations based on satisfaction with IS use. Moreover. habits also cannot be formed without satisfaction, even when a behavior is carried out repeatedly. Thus, experiences also play a critical role in satisfaction, as satisfaction is the consequence of direct experiences of actual behaviors. In particular, emotional experiences such as enjoyment can become as influential on IS use as are utilitarian experiences such as usefulness; this is especially true in light of the modern increase in membership-based hedonic systems - including online games, web-based social network services (SNS), blogs, and portals-all of which attempt to provide users with self-fulfilling value. Therefore, in order to understand more clearly the role of experiences in IS continuance, analysis must be conducted under a research framework that includes intentions, habits, and satisfaction, as experience may not only have duration-based moderating effects on the relationship between both intention and habit and the activation of IS use, but may also have content-based positive effects on satisfaction. This is consistent with the basic assumptions regarding the determining factors in IS continuance as suggested by Oritz de Guinea and Markus: consciousness, emotion, and habit. The principal objective of this study was to explore and assess the effects of experiences in IS continuance, with special consideration given to conscious intentions and unconscious habits, as well as satisfaction. IN service of this goal, along with a review of the relevant literature regarding the effects of experiences and habit on continuous IS use, this study suggested a research model that represents the roles of experience: its moderating role in the relationships of IS continuance with both conscious intention and unconscious habit, and its antecedent role in the development of satisfaction. For the validation of this research model. Korean university student users of 'Cyworld', one of the most influential social network services in South Korea, were surveyed, and the data were analyzed via partial least square (PLS) analysis to assess the implications of this study. In result most hypotheses in our research model were statistically supported with the exception of one. Although one hypothesis was not supported, the study's findings provide us with some important implications. First the role of experience in IS continuance differs from its role in IS acceptance. Second, the use of IS was explained by the dynamic balance between habit and intention. Third, the importance of satisfaction was confirmed from the perspective of IS continuance with experience.

옴니채널의 지각된 편리성과 유용성이 옴니채널 사용과 소비자-브랜드 관계에 미치는 영향 (Omnichannel's Perception Effect on Omnichannel Use and Customer-Brand Relationship)

  • 임덕순;한상설
    • 유통과학연구
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    • 제14권7호
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    • pp.83-90
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    • 2016
  • Purpose - This study focuses on new type distribution channel that named as Omnichannel. Omnichannel is developed from Multichannel which is used in many distribution channels to buy or selling goods. Omnichannel basically needs an Information and Communications Technologies(ICT) to use, so researcher conduct a Technology Acceptance Model(TAM) to research model. Customer-brand relationship was used as dependent variable to focus on the role of Omnichannel. Research design, data, and methodology - The subject of this study is customer who purchase goods or service through omnichannel. Based on the literature from the preceding research analysis of TAM and customer-brand relationship, this study was constructed by the reference to previous studies, final research model design for figure out casual relationship among perceived ease of use, perceived usefulness, omnichannel use and customer-brand relationship. From 2016 February 3 to March 17, questionnaire survey targeted customers who use online and offline channels. 273 questionnaire survey had conducted, then, 252 survey data were available for empirical analysis. Researcher provide descriptive statistics for checking generality. Cronbach's alpha value was used to check the reliability of data. Exploratory factor analysis was used for purification of values and eigenvalue checking. After EFA, Confirmatory factor analysis was used to prepare structural equation modeling with executing structural equation modeling for confirming hypothesis which developed by researcher. Results - The main results of this empirical study are as follows. First, omnichannel's perceived ease of use has positive significant effect on perceived usefulness(estimate: 0.579). Moreover, omnichannel's perceived ease of use and perceived usefulness has positive significant effect on omnichannel use(estimate: 0.325,0.648). Second, using omnichannel has positive significant effect on brand-customer relationship(estimate: 0.521). Every hypothesis adopted as researcher designed. This study found out the intermediate relationship between perceived ease of use and omnichannel use by investigating hypothesis. Conclusions - Base on the empirical result, this study confirmed that TAM theory perceived has relation with omnichannel. First, factors of TAM has positive effect on omnichannel use, so it highlights the important role of customer based interface and usefulness. Especially, perceived usefulness has high indirect influence on ease of use and use of omnichannel. It seems that when customers try to decide use or not use omnichannel, customers focus on percept benefits from omnichannel. Thus, a provider should applicate attractive price table, accurate product or service information and high switching cost strategy to emphasize the usefulness of omnichannel. Second, using omnichannel enhances the relationship between customers and brand, because there are more time and frequency to serve customers. It is important because good relationship between customers can increase the future's financial performance through word of mouse, positive brand image and loyalty to brand or company. Finally, despite of empirical result and implications, this study has limitations. First, there are only a few previous studies about omnicahnnel, so literature reviews are restricted. While set up the factors which can affect the use of omnichannel, next study should be considered with broader theories or models(ex: contingency theory). Second, omnichannel has developed from multichannel, so comparative analysis is needed between these methods because there is a possibility about different forte character of each distribution system on customer's consuming patterns.

가상 공동체 사용자의 전자상거래 수용에 대한 연구 (A Study on EC Acceptance of Virtual Community Users)

  • 이형용;안현철
    • Asia pacific journal of information systems
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    • 제19권1호
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    • pp.147-165
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    • 2009
  • Virtual community(VC) will increasingly be organized as commercial enterprises, with the objective of earning an attractive financial return by providing members with valuable resources and environment. For example, Cyworld.com in Korea uses several community services to enable customers of Cyworld to take control of their own value as potential purchasers of products and services. Although initial adoption is important for online network service success, it does not necessarily result in the desired managerial performance unless the initial usage is continuously related to the continuous usage and purchase. Particularly, the customer who receives relevant online services and is well equipped with online network services, will trust the online service provider and perceive less risk and experience more activities such as continuous usage and purchase. Thus, how to promote continued online service usage or, alternatively, how to prevent discontinuance is a critical issue for VC service providers to consider. By aggregating a wide range of information and online environments for customers and providing trust to its members, the service providers of virtual communities help to reduce the perceived risk of continuous usage and purchase. Drill down, online service managers realize that achieving strong and sustained customers who continuously use online service and purchase on it is crucial. Therefore, the research into this online service continuance will identify the relationship between the initial usage and the continuous usage and purchase. The research of continuous usage or post adoption has recently emerged as an important issue in the IS literature. Individuals' information systems(IS) continuous usage decisions are congruent with consumers' repeat purchase decisions. The TAM(Technology Acceptance Model) paradigm has been strongly confirmed across a wide range from product purchase on EC to online service usage contexts. The analysis of IS usage based on TAM has proven to be successful across almost online service contexts. However, most of previous studies have focused on only an area (i.e., VC or EC). Just little research has tried to analyze the relationship between VC and EC. The effect of some factors on user intention, captured through several theories such as TAM, has been demonstrated. Yet, few studies have explored the salient relationships of VC users' EC acceptance. To fill this gap between VC and EC research, this paper attempts to develop a research model that extends the TAM perspective in view of the additional contributions of trust in the service provider and trust in members on some factors that affect EC and VC adoption. In this extension, we applied the TAM-to-TAM(T2T) model, and analyzed the transfer effect of trust between these two TAMs. The research model was empirically tested on the context of a social network service. The model was to extend TAM with the trust concept for the virtual community environment from the perspective of tasks. By building an extended model of TAM and examining the relationships between trust and the existing variables of TAM, it is aimed to explain a user's continuous intention to use VC and purchase on EC. The unit of analysis in this paper is an individual user of a virtual community. The population of interest is the individual with the experiences in virtual community. The data for this paper was made available via a Web survey of VC users. In total, 281 cases were gathered for about one week, but there were some missing values in the sample and there were some inappropriate cases. Thus, only 248 cases were finally analyzed. We chose the structural equation analysis to test the hypotheses and it is better suited for explaining complex relationships than the other methods. In this test, AMOS was used to test the Structural Equation Model (SEM). Noticeable results have been found in the T2T model regarding the factors affecting the intention to use of virtual community and loyalty. Our result showed that trust transfer plays a key role in forming the two adoption beliefs. Overall, this study preliminarily confirms the salience of trust transfer in online service.

Doc2Vec 모형에 기반한 자기소개서 분류 모형 구축 및 실험 (Self Introduction Essay Classification Using Doc2Vec for Efficient Job Matching)

  • 김영수;문현실;김재경
    • 한국IT서비스학회지
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    • 제19권1호
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    • pp.103-112
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    • 2020
  • Job seekers are making various efforts to find a good company and companies attempt to recruit good people. Job search activities through self-introduction essay are nowadays one of the most active processes. Companies spend time and cost to reviewing all of the numerous self-introduction essays of job seekers. Job seekers are also worried about the possibility of acceptance of their self-introduction essays by companies. This research builds a classification model and conducted an experiments to classify self-introduction essays into pass or fail using deep learning and decision tree techniques. Real world data were classified using stratified sampling to alleviate the data imbalance problem between passed self-introduction essays and failed essays. Documents were embedded using Doc2Vec method developed from existing Word2Vec, and they were classified using logistic regression analysis. The decision tree model was chosen as a benchmark model, and K-fold cross-validation was conducted for the performance evaluation. As a result of several experiments, the area under curve (AUC) value of PV-DM results better than that of other models of Doc2Vec, i.e., PV-DBOW and Concatenate. Furthmore PV-DM classifies passed essays as well as failed essays, while PV_DBOW can not classify passed essays even though it classifies well failed essays. In addition, the classification performance of the logistic regression model embedded using the PV-DM model is better than the decision tree-based classification model. The implication of the experimental results is that company can reduce the cost of recruiting good d job seekers. In addition, our suggested model can help job candidates for pre-evaluating their self-introduction essays.

패션뷰티 매거진 큐레이션 서비스 이용의도 영향요인: 확장된 기술수용모델을 중심으로 (A Study on the Influencing Factors of Fashion Beauty Magazine Curation Service Usage Intention: Focused on the Extended Technology Acceptance Model)

  • 이종숙
    • 디지털융복합연구
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    • 제19권4호
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    • pp.373-381
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    • 2021
  • 본 연구는 패션뷰티 매거진 큐레이션 서비스 이용의도에 영향을 미치는 요인들을 살펴봄으로써 국내 패션뷰티 매거진 산업의 활성화에 도움이 되는 전략적 방향성을 제시하고자 하였다. 이에 국내 대학생 314명을 대상으로 설문조사를 실시하여 SPSS 21.0과 AMOS 21.0 프로그램을 이용, 일련의 분석과정을 통해 주요결과를 도출하였다. 기술효능감은 지각된 용이성과 지각된 유용성에 정적 영향, 지각된 가치는 지각된 유용성에 정적 영향을 미친 것으로 나타났다. 기술효능감과 지각된 가치는 이용의도에 정적 영향을, 지각된 용이성은 지각된 유용성에 정적 영향을 미친 것으로 나타났다. 지각된 용이성은 이용의도에 유의한 영향을 미치지 못하였고, 지각된 유용성은 이용의도에 정적 영향을 미쳤다. 따라서 대학생 소비자들의 모바일 기반 패션뷰티 매거진 큐레이션 서비스의 이용의도를 높이기 위해서는 큐레이션 서비스가 가지는 가치와 유용성을 명확하게 이해시킬 필요가 있을 것이다.

건설사업관리자의 BIM 수용에 영향을 미치는 요인 연구 (Factors Affecting the BIM Acceptance of Construction Managers)

  • 정용채;진상윤
    • 한국건설관리학회논문집
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    • 제16권3호
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    • pp.11-23
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    • 2015
  • CM과 BIM은 건축물 전 생애주기 동안 발생되는 정보를 통해 각 분아별 협업체계 구축 및 업체 간의 원활한 의사소통을 해주는 유사점이 있으며 BIM은 CM의 업무수행과 서비스의 가치 향상을 위한 효과적인 정보관리도구로 활용될 수 있다. 그러나 CM에서 BIM 도입과 활용은 아직도 매우 제한적이다. 본 연구의 목적은 BIM 도입에 대한 CMr의 의도를 분석하고 CMr관점에서 효과적인 BIM 사용을 위한 전략을 수립하는 것이다. 본 연구는 TAM방법을 사용하였으며 다음과 같은 결과를 도출하였다. 1) CMr는 현재 BIM을 통해 자신의 인지도 향상, 경쟁력 및 역량 강화와 같은 이미지 향상 보다는 현재 자신의 업무에서 BIM이 적용되는 것이 사회적으로 요구되고 있는지를 중요하게 생각하고 있다. 2) BIM을 연계할 수 있는 업무를 도출하여 BIM을 활용할수 있는 업무프로세스를 구축하는 것이 중요하다고 생각하고 있다. 3) CMr가 BIM의 수용과 인식에 대해서는 궁극적으로는 받아들이지만 실제적인 업무에서 BIM 사용과 시도는 주저하고 있는 것으로 판단된다. 이와 같은 결과를 바탕으로 CM관점에서 BIM 활용 전략 수립 방향을 제시하였다.

진피 분말을 첨가한 양갱의 품질 및 항산화 활성 (Physicochemical and Antioxidant Properties of Yanggaeng Incorporated with Orange Peel Powder)

  • 최주연;이준호
    • 한국식품영양과학회지
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    • 제44권3호
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    • pp.470-474
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    • 2015
  • 진피 분말의 첨가량을 달리하여 양갱을 제조한 후 이화학적 특성 및 관능적 특성을 알아보았다. 진피 분말의 첨가량이 증가할수록 양갱의 pH는 유의적으로 감소하는 경향을 나타내었으나(P<0.05), 가용성 고형분의 변화에 직접적인 영향을 미치지 않는 것으로 나타났다. $L^*$, $a^*$, $b^*$ 값은 진피 분말의 첨가량이 증가할수록 유의적으로 증가하였다(P<0.05). 진피양갱의 경도는 진피 분말 첨가량(3~12%)에 따라 $0.08{\sim}0.16kg_f$로 유의적으로 증가하였다(P<0.05). 항산화 활성을 나타내는 총 폴리페놀 함량과 전자공여능은 진피 분말 첨가량이 증가함에 따라 유의적으로 증가하는 경향을 나타내었고(P<0.05) 상호 간에 높은 상관관계를 보였다. 전반적인 소비자 검사 결과에 의하면 양갱의 관능적 품질을 최대한 유지하면서 진피 분말의 항산화성 이점을 최대한 활용하기 위한 최적 첨가 농도범위는 3~6%가 가장 적합한 것으로 판단된다.