• 제목/요약/키워드: Technology Acceptance Models

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기술준비도 및 수용모델과 기술패러독스 이론에 기한 소비자 만족 모델의 통합모델에 대한 연구 (A Unified Model Combining Technology Readiness Acceptance Model and Technology Paradox Theory)

  • 김춘산;박상범
    • 산경연구논집
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    • 제8권7호
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    • pp.39-49
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    • 2017
  • Purpose - There are common factors both in Technology Readiness and Acceptance Model and Technology Paradox Theory which can be put together and made in one unified model. The unified model can provide the following merits. First, the unified model is simple but contains factors of the models. Second, the unified model can clarify the process of technology acceptance of common consumers. Third, the unified model can provide the opportunities to analyze the negative sides of new technology, thus find ways to improve the level of acceptance by general consumers. Research design, data, and methodology - The 450 questionnaires were handed out to people around Seoul and 421 were collected. Except insincere and wrong-marked ones, 402 were used to analyze. SPSS program was used to analyze. Factor analysis, regression analysis was conducted to test the hypotheses. Results - By analyzing sub-factors of both models and binding the common factors in one category, we accomplish one model. And we tested the model by empirical method. The results show that the results from the unified model are almost same as the results from the two models. In other words, the unified model works. Conclusions - Explaining one state of affair by two different method is in some sense distracting attention. By devising a new model including factors of both models, we can explain the affair more straightforward and efficiently. At first the technology acceptance model was devised to explain the technology users in an organization and the following tests and revised models were for the similar purposes. However, as on-lone activities including contracts have been expanded and become important, consumers as the technology uses have emerged as first factor to consider. In accordance models to explain this situation has been suggested. The model suggested in this research is one of the models but it has the following merits. That is, it is simple but has strong explanation power, it can clarify the process of technology acceptance of common consumers by containing negative sides of consumer conception, and thus, it can provide the opportunities to analyze the negative sides of new technology, also find ways to improve the level of acceptance by general consumers.

Consumer Acceptance Model of Smart Clothing according to Innovation

  • Chae, Jin-Mie
    • International Journal of Human Ecology
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    • 제10권1호
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    • pp.23-33
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    • 2009
  • This study identified the appropriateness of acceptance models of smart clothing and differences in the hypothesis of the path to clothing acceptance by classifying consumers depending on the level of technology innovation and fashion innovation through the extended TAM (Technology Acceptance Model) presented by Chae (2009). 815 copies of data were collected from adults over twenty living in major South Korean cities and analyzed them using a SPSS 15.0 and AMOS 5.0 package. Based on the average value of technology innovation and fashion innovation, the respondents were classified into: Group 1 with high technology innovation and fashion innovation, Group 2 with high technology innovation but low fashion innovation, Group 3 with low technology innovation but high fashion innovation, and Group 4 with low technology innovation and fashion innovation. The appropriateness of models for the four classified groups was verified. The analysis proved that an extended TAM for each classified group explains the acceptance process of smart clothing; especially the appropriateness of model of Group 1 and Group 4 was comparatively higher than other groups. Perceived usefulness was revealed as the key variable that affects consumer attitudes to accept smart clothing. Perceived ease of use has indirect positive effects on consumer attitudes passing through perceived usefulness and clothing involvement partly exerted impacts on consumer attitudes and the intention of acceptance. The mediating role of attitudes to explain the intention of the acceptance of smart clothing is high and suggests that it is necessary to take a positive role to help the consumer perceive the functional and useful aspects of the clothing.

베이지안 다특성(多特性) 단축(短縮) 샘플링 검사 방식의 설계 (Bayesian Multiattribute Acceptance Sampling Plans under Curtailed Inspection)

  • 이종성
    • 산업기술연구
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    • 제9권
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    • pp.51-56
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    • 1989
  • A methodology for determining optimal sampling plans for Bayesian multiattribute curtailed inspection models is proposed, whereby sampling inspection is terminated as soon as the disposition of the inspection lot is determined. An iterative solution procedure is developed for obtaining optimal multiattribute acceptance sampling plans under cuntailed sampling inspection.

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UX Analysis based on TR and UTAUT of Sports Smart Wearable Devices

  • Seol, Suhwang;Ko, Daesun;Yeo, Insung
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제11권8호
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    • pp.4162-4179
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    • 2017
  • The main purpose of this research is to investigate relationships between the significant control factors on acceptance intention to User Experience (UX) sports smart wearable devices by applying Technology Readiness (TR) and Unified Theory of Technology (UTAUT). Research survey targeted on users of golf smart devices in Seoul. A total 534 questionnaires were collected and used for testing hypotheses. Methods to analyze the data included frequency analysis, reliability analysis, confirmatory factor analysis, correlation analysis, and structural equation modeling in accordance with the purpose of the study by using SPSS and AMOS. The results are as follows; First, positive TR had a significantly positive effect on social influence, effort expectancy, facilitating conditions, perceived enjoyment, performance expectancy. Second, negative TR had a significant negative effect on performance expectancy, social influence, facilitating conditions, perceived enjoyment. Third, TR had a no significantly effect on behavioral intention. Fourth, performance expectancy, perceived enjoyment and facilitating conditions had a significantly positive effect on behavioral intention. Fifth, behavioral intention had a significantly positive effect on use behavior. Thus it became crucial to identify the difference in acceptance intention models per each products are as follows. Positive TR of golf-related mobile application users has a positive effect on both technology acceptance belief and acceptance intention, whereas negative TR has no statistically significant effect on technology acceptance belief nor acceptance intention.

기술수용 모델의 비교분석 : UTAUT1과 UTAUT2를 중심으로 (Comparative Analysis of Technology Acceptance Model : Focusing on UTAUT1 and UTAUT2)

  • 정병규
    • 벤처혁신연구
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    • 제1권2호
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    • pp.109-121
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    • 2018
  • 새로운 기술이 끊임없이 나오고 있으며 새로운 기술이 도입되는 초기에는 기술적인 관점에서 많이 접근해왔다. 아무리 새로운 기술도 고객이 외면하면 효용성이 없으므로 고객의 관점에서 이러한 새로운 기술을 어떻게 수용하고 있는지에 대한 연구는 매우 중요하다. 이러한 기술수용에 관한 연구는 지속되어 오고 있으며 다양한 연구 모형이 존재하고 있다. 본 연구에서는 Venkatesh 등이 제안한 UTAUT1과 UTAUT2를 모형이 적용되는 맥락, 모형에 사용된 변수, 요인간 영향력의 차이 관점에서 비교분석하였다. 이를 통해 어떠한 모형도 모든 산업에 그리고 모든 상황에 적용되기는 현실적으로 불가능하며, 각 모형이 가장 적합하게 사용될 수 있는 맥락을 찾고 여기에 맞게 적용하는 것이 중요함을 제시하였다. 외생변수, 내생변수, 새로운 매개 및 조절변수, 새로운 결과 메카니즘을 끊임없이 찾아 그 적합성을 높일 필요가 있다.

Understanding the Omni-Channel Acceptance: Focused on TTF and UTAUT Models

  • Jo, Dong Hyuk;Lee, Sang Min
    • 인터넷정보학회논문지
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    • 제20권1호
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    • pp.113-124
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    • 2019
  • Recently, Omni Channel Services has been considered the most innovative business strategy. Omni-Channel sees a variety of channels from all channels viewpoints, organically combining each channel to provide a seamless experience for consumers. In other words, Omni-Channel is not simply a systematic integration of channels, but a means of delivering consistent services to consumers in all processes through a strategy to an organic connection. The aim of this study is to provide a comprehensive insight into the decision factors affecting the adoption of Omni-channel. For this purpose, an empirical analysis is conducted on the course of acceptanceof the Omni-channel service based on the Unified Theory of Acceptance and Use of Technology (UTAUT) and Task-technology fit (TTF), an effective model frequently selected to describe the acceptance of service in the introduction phase of new information technology. As a result of the study, it was confirmed that the task characteristics and the technical characteristics had a positive effect on the task-technology fit, and the task-technology fit had a positive effect on the performance expectancy. In addition, task-technology fit, performance expectancy, and social influence have a positive effect on the intention to use the Omni-Channel. This study is intended to deliver an experimental meaning by proposing a strategical measure to understand the behaviorsand uses of consumers in the Omni-channel service environment and increase the customer satisfaction for the system.

ISRI - Information Systems Research Constructs and Indicators: A Web Tool for Information Systems Researchers

  • Varajao, Joao;Trigo, Antonio;Silva, Tiago
    • Journal of Information Science Theory and Practice
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    • 제9권1호
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    • pp.54-67
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    • 2021
  • This paper presents the ISRI (Information Systems Research Indicators) Web tool, publicly and freely available at isri.sciencesphere.org. Targeting Information Systems (IS) researchers, it compiles and organizes IS adoption and use theories/models, constructs, and indicators (measuring variables) available in the scientific literature. Aiming to support the IS theory development process, the purpose of ISRI is to gather and systematize information on research indicators to help researchers and practitioners' work. The tool currently covers eleven theories/models: DeLone and McLean's IS Success Model (D&M ISS); Diffusion of Innovations Theory (DOI); Motivational Model (MM); Social Cognitive Theory (SCT); Task-Technology Fit (TTF); Technology Acceptance Model (TAM); Technology-Organization-Environment Framework (TOE); Theory of Planned Behavior (TPB); Decomposed Theory of Planned Behavior (DTPB); Theory of Reasoned Action (TRA); and Unified Theory of Acceptance and Use of Technology (UTAUT). It also includes currently over 400 constructs, nearly 2,500 indicators, and about 60 application contexts related to the models. For the creation of the tool's database, nearly 580 references were used.

AI와 공공서비스: 포스트 코로나 시대 AI 스피커 및 비대면 스마트시티 서비스 시민 인식 분석을 중심으로 (AI and Public Services: Focusing on Analytics on Citizens' Perceptions of AI Speaker and Non-Contact Smart City Services in the Era of Post-Corona)

  • 김병준
    • 한국IT서비스학회지
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    • 제20권5호
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    • pp.43-54
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    • 2021
  • Currently, citizens' expectations and concerns on utilizing artificial intelligence (AI) technologies in the public sector are widening with the rapid digital transformation. Furthermore the level of global acceptance on the AI and other intelligent digital technologies is augmenting with the needs of non-face-to-face types of public services more than ever due to the unforeseen and unpredictable pandemic, COVID-19. Thus, this study intended to empirically examine what policy directions for the public should be considered to provide well-designed services as well as to promote the evidence-based public policies in terms of Al speaker technology as a non-contact smart city service. Based on the survey of senior citizens' perceptions on AI (AI Speaker technology), this study conducted structure equation modeling analyses to identify whether technology acceptance models on to the varied dependent variables such as actual use, perception, attitude, and brand royalty. The Results of the empirical analyses showed that AI increased the positive level of citizens' perception, attitude and brand royalty on non-contact public services (smart city services) which are becoming more crucial for developing AI oriented government and providing intelligent public services effectively. In addition, theoretical and practical implications are discussed for understanding the changes of public service in the post-corona.

증강현실(AR) 기술 수용에 있어서 신뢰성의 역할 (Roles of Trust in Technology Acceptance of Augmented Reality)

  • 정병규
    • 벤처혁신연구
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    • 제2권2호
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    • pp.1-19
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    • 2019
  • 신기술의 수용에 영향을 미치는 요인에 관한 연구들이 다양하게 이루어져 오고 있다. 특히 4차 산업혁명의 도래와 더불어 등장한 새로운 기술을 고객들이 수용함에 있어서 영향을 미치는 요인과 이 요인의 영향력에 대한 다양한 연구들이 지속적으로 이루어지고 있다. 이론적인 모형으로는 기술수용모형(TAM) 혹은 확장된 통합기술 수용모형(UTAUT2)에 기반한 연구들이 주류를 이루고 있다. 하지만 이들 모형에는 신뢰성(trust) 변수가 없다. 이에 본 연구에서는 신뢰성을 추가하여 증강 현실(AR)을 대상으로 검정을 하였다. 신뢰성을 독립 변수로 본 경우, 매개 변수로 본 경우, 조절 변수로 본 경우 3가지를 통계적으로 분석하였다. 그 결과 신뢰성은 독립 변수들과 사용 의도(수용 의도)간 매개 변수로 보는 것이 가장 설명력이 높았다. 본 연구는 이론적인 측면에서는 신뢰성은 매개 효과로서의 역할을 하다는 점을 밝혔다. 실무적인 측면에서는 새로운 기술 수용에 있어서 신뢰성이 무엇보다 중요하므로 신뢰성 확보에 우선 순위를 두어야한다는 것이다.

User Experience and the Multi-Stage Adoption of Mobile Apps

  • Kim, Ambrose;Kim, Kyoung-jae
    • Journal of Information Technology Applications and Management
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    • 제21권2호
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    • pp.49-79
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    • 2014
  • The adoption of technology has always been of interest to academicians and practitioners of the field of Management Information System. This is so because without proper and adequate adoption, technology-no matter how beneficial or advanced it may be-will be of little value to users. Numerous researches, such as the researches of the Technology Acceptance Model (TAM) or the Unified Theory of Acceptance and Use of Technology (UTAUT), had been conducted to understand the human nature in association with the adoption or rejection of technologies that have bombarded the users. The coming of smart technologies (i.e., smart phones and devices), however, seems to have fundamentally changed the environment for adoption. The ubiquity combined with mobility of technology, especially when it comes to mobile apps, seem to make the old PC era of two-stage-pre and post-adoption models obsolete. A new model of adoption that identifies the determinants of technology acceptance and continuance is needed for the smart age. To this end, this paper undertakes an empirical study, by analyzing 229 users of Social Networking Service (SNS) mobile apps, to identify the role of user experience on the multi-stage adoption of technology, and provides results that User Experience (UX) plays the crucial role of bridging the separate stages of pre and post adoption of technologies. The paper concludes by providing practical implications of the new model as it relates to mobile apps and technologies, and recommendations for further studies to get a better understanding of technology adoption in the smart age.