• Title/Summary/Keyword: VAM(Value-based Adoption Model)

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An Integrated Framework for Modeling the Influential Factors Affecting the Use of Voice-Enabled IoT Devices: A Case Study of Amazon Echo

  • Temidayo Oluwapelumi Shofolahan;Juyoung Kang
    • Asia pacific journal of information systems
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    • v.28 no.4
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    • pp.320-349
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    • 2018
  • Purpose: The application of IoT is finding continuous acceptance in our daily lives, particularly, smart speakers are making life easier and convenient for consumers. This research aims to develop and test an integrated model of factors influencing consumer's adoption of voice-enabled IoT devices. Design/methodology/approach: Based on the VAM, an integrated voice-enabled IoT device adoption model is proposed. Gender differences on five constructs relating with perceived value (perceived usefulness, perceived enjoyment, perceived security risk, perceived technicality and perceived cost) was also examined through PLS-MGA technique. The usage experience of consumers was also controlled in the integrated VAM. Findings: Result shows that Perceived-Usefulness, Perceived-Enjoyment and Perceived-Cost have a strong effect on Perceived-Value. However, Perceived-Technicality and Perceived-Security-Risk are non-influential and have no significant effect on PV. Additionally, Perceived-Value and Social-Influence plays a significant role in predicting adoption intention. Gender differences also exist in consumers perception of usefulness, enjoyment and cost. In comparison to the basic value-based adoption model, the integrated model provides more insight on consumers adoption of voice-enabled IoT devices. Originality/value: Using an integrated model, this study is one of the first scholarly attempt at modelling the influential factors for adopting smart speakers i.e., voice-enabled IoT devices, with implications for improved adoption.

Factor Analysis of the Cloud Service Adoption Intension of Korean Firms: Applying the TAM and VAM (TAM과 VAM을 적용한 기업의 클라우드 서비스 채택의도의 영향요인 분석)

  • Seo, Kwang-Kyu
    • Journal of Digital Convergence
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    • v.11 no.12
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    • pp.155-160
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    • 2013
  • The global recession circumstances, cloud computing has emerged as a new paradigm in the business IT sector. This paper explores the analysis of cloud service adoption Intension of Korean firms. Especially, we focus on Infrastructure as a Service (IaaS) among cloud services and apply TAM (Technology Acceptance Model) and VAM (Value-based Adoption Model) to analyze cloud service adoption intension The proposed exploratory model tests a number of hypotheses to understand the importance factors of IaaS adoption intension with TAM and VAM included additional cloud service characteristics such as scalability, agility, security, efficiency and reliability. Eventually, the findings of this study can not only help company users gain insights into IaaS adoption, but also help cloud service providers to develop their service effectively and improve marketing strategy in B2B cloud service market.

Integrating the Technology Acceptance Model (TAM) and the Value-Based Adoption Model (VAM) to Explore Pre-Service Early Childhood Teachers' Intention to Adopt AI Technology in Education (예비 유아교사의 교육용 AI 기술 수용 의도 탐색을 위한 기술수용모델(TAM)과 가치기반수용모델(VAM)의 통합 )

  • Ji-Yeun Chang
    • Journal of Internet of Things and Convergence
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    • v.10 no.5
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    • pp.179-184
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    • 2024
  • AI has the potential to enhance the effectiveness of early childhood education by offering personalized learning experiences, while AI-based educational tools are expected to improve teachers' work efficiency and contribute to the creation of innovative learning environments. Consequently, equipping pre-service early childhood teachers with the ability to adopt and effectively utilize AI technology is considered a crucial task in preparing for future educational environments. The Technology Acceptance Model (TAM) has been widely used to evaluate the acceptance of information technology services, but its limitations in predicting adoption intentions have been noted. To address these limitations, this study proposes an integrated model combining TAM with the Value-Based Adoption Model (VAM). A survey was conducted among pre-service early childhood teachers, and the collected data were analyzed using SPSS 27 and SmartPLS 4.0. The analysis revealed that perceived ease of use had a significant effect on perceived usefulness, and both perceived usefulness and enjoyment positively influenced AI adoption intention through the mediating effect of perceived value. Conversely, perceived risk was found to have a negative impact on AI adoption intention. The findings of this study are expected to deepen understanding of the potential for AI application in early childhood education and its acceptance, considering the broader implications of AI across various fields.

An Empirical Study on the Impact of Cryptocurrency Value Characteristics on Investment Intention : Focusing on the Value-based Adoption Model (VAM) (암호화폐 가치 특성이 투자 의도에 미치는 영향에 관한 실증적 연구 : 가치 기반 수용모델을 중심으로)

  • Kim Sangil;Seo Jaeseok;Kim Jeongwook
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.20 no.2
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    • pp.141-157
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    • 2024
  • This study examines the impact of cryptocurrency value characteristics on cryptocurrency investment intention. Stock craze and information provided through various media, including YouTube, play an essential role in helping investors recognize the value of cryptocurrency and develop positive investment intentions. In this study, we applied the Value-Based Adoption Model (VAM) to verify the relationship between cryptocurrency value characteristics and investment intention. We surveyed 500 cryptocurrency investors to assess network externalities, awareness, compatibility, cost benefits (fees), technicality, security, perceived value, and investment intentions. SEM (Structural Equation Modeling) using AMOS 26.0 was used for data analysis. Results show that network externalities, awareness, compatibility, cost benefits (fees), security, and perceived value significantly impact investment intention. This study provides insights that help investors accurately perceive cryptocurrencies and develop strategies to increase investment intentions. It also contributes to improving investors' decision-making ability. This comprehensive approach will foster the growth of the cryptocurrency market and strengthen investor confidence.

A Study on the Intention of Early Users of Digital Finance baesd Mydata Service Application (디지털금융 기반 마이데이터 앱 초기 사용자들의 이용의도에 관한 연구)

  • Lee, Tae Won;Sung, Haeng Nam
    • The Journal of Information Systems
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    • v.32 no.1
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    • pp.1-21
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    • 2023
  • Purpose The purpose of this study is to investigate the intention of early application users in consideration of the characteristics of digital finance-based MyData service users. It is expected that user characteristics will affect the intention to use MyData service, which has not yet been advanced, and accordingly, it will examine how the characteristics of the initial users of MyData service and the intention to use it are connected. Design/methodology/approach The model used in this study is a value-based adoption model (VAM), and a lot of research has been conducted on information technology and online user acceptance and continuous use intention of online users. VAM has been proven useful through empirical analysis in many studies. The value-based acceptance model is a method of analyzing the intention to use Benefits and Sacrifices as the main elements of perceived value. It can be said to be a model that can analyze the benefits of use and the sacrifices to be made. Findings According to the analysis results of this study, it was found that usefulness, enjoyment, and reliability, which are the benefits of MyData service apps, had a positive effect on perceived value, which is partially consistent with existing research results. However, it was found that complexity, which is the sacrifice of MyData service apps, negatively affects perceived value and security has no negative impact. The results of security are considered to be complementary to financial institutions because MyData service deals with financial data based on personal information, and the research hypothesis is rejected because users' demands are relatively low. Therefore, MyData service apps should do more to increase benefits (usefulness, enjoyment, and reliability) than to reduce sacrifice (complexity) to users.

Mobile Video Telephony Service Adoption : A Value-based Approach

  • Park, Jong-Sung;Lee, Jung-Hoon;Woo, Hyeok-Jun
    • Journal of Information Technology Applications and Management
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    • v.17 no.2
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    • pp.111-132
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    • 2010
  • Korean telecommunications industry has a large scale market and boasts on high service quality and high technologies enough to provide the mobile video telephony service(the VTS) satisfactorily. For many years, Korean telecommunications companies have been investing enormous amount of money to advertise their VTS widely and to allow their customers to change their cell phones for the 3G(the third generation) devices indispensable for the VTS. However, despite their efforts, the VTS adoption rate in Korea is very low as of January, 2010 and it seems that customers seldom feel the necessity to use. From this viewpoint, it becomes necessary to identify antecedents influencing the intention to use for the VTS empirically. For this purpose, we have proposed several hypotheses from the perspective of the Value-based Adoption Model(VAM). We conducted a survey and found the several factors which influence the value perception of VTS.

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Understanding MyData-Based Platform Adoption for SW·AI Education & Training Programs

  • Hansung Kim;Sae Bom Lee;Yunjae Jang
    • Journal of the Korea Society of Computer and Information
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    • v.29 no.9
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    • pp.269-277
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    • 2024
  • This study aims to explore the key factors for the systematic development and activation of a MyData-based platform for SW·AI education and training programs recently initiated by the government. To achieve this, a research model based on the Value-based Adoption Model (VAM) was established, and a survey was conducted with 178 participants who had experience in SW·AI education and training programs. The research model was validated using confirmatory factor analysis and Partial Least Squares Structural Equation Modeling (PLS-SEM). The main findings of the study are as follows: First, transparency and self-determination significantly influenced perceived benefits, while technical effort and security significantly influenced perceived risks. Second, perceived benefits positively affected the intention to use the platform, whereas perceived risks did not show a significant impact. Based on these results, this study suggests implications for the systematic development and activation of a MyData-based platform in the field of SW·AI education and training.

A Study on the Factors Affecting the Intention to Use O2O Services (O2O 서비스의 사용의도에 영향을 미치는 요인에 관한 연구)

  • Jeong, Yu Jin;Song, Yong Uk
    • Journal of Information Technology Services
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    • v.15 no.4
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    • pp.125-151
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    • 2016
  • In recent years, O2O (Online to Offline) services get a lot of attention to improve the trust in online shopping and minimize the inconvenience and the cost burden in offline shopping as the number of consumers, who do not show concern about the purchase platform like online or offline, increases. Even though the services have been getting the spotlight as a strong business platform for next generation commerce, there have been only a few studies on the O2O services. The purpose of this research is to investigate the factors which affect the consumer's intention to use location-based O2O services. The study is based on VAM (Value-based Adoption Model) which is able to analyze those factors from the aspects of benefit and sacrifice. We used the partial least squares (PLS) method for empirical analysis, and the result shows that contextual offers, instant connectivity, webrooming and economic efficiency, which fall under the benefit, affect perceived value positively while annoyance and face consciousness, which fall under the sacrifice, do not affect perceived value significantly. In addition, contextual offers and instant connectivity affect trust positively. Location accuracy, which falls under the benefit of location-based O2O service, do not significantly affect perceived value and trust while security risk affects trust and use intention negatively. It appears that trust affects perceived value and use intention positively.

Factors Affecting Continuous Intention to Use Mobile Wallet : Based on Value-based Adoption Model (모바일 지갑의 가치와 지속사용의도의 영향요인 : VAM 모형을 기반으로)

  • Lee, Chungah;Yun, Haejung;Lee, Chunghun;Lee, Choong C.
    • The Journal of Society for e-Business Studies
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    • v.20 no.1
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    • pp.117-135
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    • 2015
  • Mobile wallet that can keep coupons and membership cards for mobile is one of rapidly growing services due to its usability and financial benefit. However, in spite of its rapid growth, the increase of users who do not use continuously it is an important consideration to service providers for making a profit. This study aims to test the effects of factors affecting the continuous use intention of mobile wallet based on VAM (Value-based Adoption Model) which can analyse them in both benefit and sacrifice aspects, so as to suggest considerations to increase the use period of mobile wallet for service providers. The research findings supported the hypotheses regarding to the effects of usefulness, value-expression, perceived security and enjoyment in the benefit aspect and technicality in the sacrifice aspect on perceived value. In addition, the causal path from perceived value to continuous use intention was significant. The study results are expected to be used in marketing or service improvement for short-term users by taking account of emotional factors as well as functional factors.

Factors Affecting Adoption Intention of Autonomous Vehicle (자율주행 자동차 사용의도에 영향을 미치는 요인)

  • Beck, Sung-yon;Lee, So-young
    • Journal of Venture Innovation
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    • v.5 no.4
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    • pp.91-108
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    • 2022
  • This study is an empirical analysis regarding what kind of factors affect the intention to use autonomous vehicles. For the empirical analysis the research model was derived from value-based adoption model base and integrated some aspects that only autonomous vehicles have. At default variables of VAM are usefulness, enjoyment, technicality, perceived cost, some autonomous vehicle related variables were added, and those are convenience, safety, security, social influence. A survey was done in order to empirically analyze with this research model, and 216 valid survey answers were chosen to analyze. Empirical analysis was done by structural equation using AMOS24. The result of empirical analysis were as follows. Variables usefulness, enjoyment, safety, security had a significant positive effect on perceived value. Technicality and perceived cost had a significant negative effect of perceived value. In addition, security and social influence had no significant effect on perceived value. Furthermore, perceived value had significant positive effect on intention to use. Among the variables that came out to be significantly positive, the most influencing variable was safety, followed by convenience, perceived cost, enjoyment, usefulness and then technicality. In addition, the analysis of mediating effect of perceived value shows that usefulness, enjoyment, convenience, safety, technicality, perceived cost had mediating role towards intention to use. However, security and social influence had no siginificant mediating effect towards intention to use. Considering all these research results this study has provided theoretical and practical implications to researchers on the intention to use autonomous vehicles.