• 제목/요약/키워드: Value Adoption Model

검색결과 187건 처리시간 0.025초

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

  • 서광규
    • 디지털융복합연구
    • /
    • 제11권12호
    • /
    • pp.155-160
    • /
    • 2013
  • 세계적인 경제 불황 환경에서 클라우드 컴퓨팅은 IT 분야에서 새로운 패러다임이 되었다. 본 논문은 국내기업의 클라우드 서비스 채택의도의 영향요인 분석을 위한 탐색적 연구이다. 본 연구는 클라우드 서비스 중에서 IaaS(Infrastructure as a Service)에 초점을 맞추고, 클라우드 서비스 채택의도 분석을 위해서 TAM과 VAM을 적용하기로 한다. 제안하는 탐색 모델은 확장성, 민첩성, 보안성, 효율성, 신뢰성 등과 같은 클라우드 서비스의 특성을 포함한 TAM과 VAM을 적용하여 IaaS 채택의도의 중요한 영향요인을 파악하기 위한 가설들을 검증한다. 궁극적으로 본 연구를 통하여 B2B 클라우드 서비스 시장에서 기업 사용자들의 IaaS 채택에 관한 사용의도를 파악하는데 도움을 줄 수 있을 뿐만 아니라 클라우드 서비스 제공자들이 보다 효과적인 클라우드 서비스 개발과 마케팅 전략을 향상시키는데 도움을 줄 수 있다.

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

  • 이태원;성행남
    • 한국정보시스템학회지:정보시스템연구
    • /
    • 제32권1호
    • /
    • pp.1-21
    • /
    • 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.

Adoption Factor Prediction to Prevent Euthanasia Based on Artificial Intelligence

  • KIM, Song-Eun;CHOI, Jeong-Hyun;KANG, Minsoo
    • 한국인공지능학회지
    • /
    • 제9권1호
    • /
    • pp.29-35
    • /
    • 2021
  • In this paper, we analyzed the factors of adoption and implemented a predictive model to activate the adoption of animals. Recently, animal shelters are saturated due to the abandonment and loss of companion animals. To address this, we need to find a way to encourage adoption. In this paper, a study was conducted using two data from an open data portal provided by Austin, Texas. First, a correlation analysis was conducted to identify the attributes that affect the result value, and it was found that Animal Type Intake, Intake Type, and Age upon Outcome influence the Outcome Type with correlation coefficients of 0.4, 0.26, and -0.2, respectively. For these attributes, the analysis was conducted using Multiclass Logistic Regression. As a result, dogs had a higher probability of Adoption than cats, and animals subjected to euthanasia were more likely to adopt. In the case of Public Assist and Stray, it was found that the Missing rate was high. Also, the length of stay for cats increased to 12.5 years of age, while dogs generally adopted smoothly at all ages. These results showed an overall accuracy of 62.7% and an average accuracy of 91.7%, showing a fairly reliable result. Therefore, it seems that it can be used to develop a plan to promote the adoption of animals according to various factors. Also, it can be expanded to various services by interlocking with the webserver.

OTT 서비스 이용 요인이 OTT 채택 및 요금 패키지별 수용의도에 미치는 영향에 관한 연구 : Netflix와 Wavve 비교 분석 (A Study on the Influence of OTT Service Usage Factors on OTT Adoption and Acceptance Intention by Plan Package: A Comparative Analysis of Netflix and Wavve)

  • 김현진;진선우;박성복
    • 한국콘텐츠학회논문지
    • /
    • 제22권4호
    • /
    • pp.301-313
    • /
    • 2022
  • 본 연구의 목적은 UTAUT2 모델의 독립변인(성과기대, 노력기대, 사회적 영향, 촉진조건, 쾌락동기, 가격가치, 습관)들이 넷플릭스와 웨이브 채택의도 및 요금제 패키지별 수용의도에 어떤 인과관계를 나타내는지 살펴보는 것이다. 이를 위해 총 308명에 대한 온라인 설문조사를 통해 확인하였다. 연구결과 첫째, 넷플릭스의 채택의도에는 성과기대, 노력기대, 쾌락동기, 가격가치, 습관이 영향을 미쳤다. 둘째, 웨이브의 채택의도에는 성과기대, 사회적 영향, 가격가치, 습관이 영향을 미쳤다. 셋째, 넷플릭스의 요금제별 수용의도에서 베이직 요금제 수용의도에는 가격가치와 습관, 프리미엄 요금제 수용의도에는 성과기대, 습관이 영향을 미쳤으며, 스탠다드 요금제에는 영향을 미치지 않았다. 넷째, 웨이브의 요금제별 수용의도에서 베이직 요금제 수용의도에는 가격가치가 부적 영향을, 습관이 정적 영향을 보였으며. 스탠다드 요금제 수용의도에 사회적 영향, 프리미엄 요금제 수용의도에 대하여 가격가치, 습관이 영향을 미쳤다.

O2O서비스의 지속이용의도에 영향을 미치는 요인에 관한 연구 : 영화관 티켓 발권서비스를 중심으로 (A Study on Factors Affecting Intention to Continuous Use of O2O Service : Focused on Cinema Ticketing Systems)

  • 박소은;이성혜;지대범;최정일
    • 한국IT서비스학회지
    • /
    • 제16권4호
    • /
    • pp.197-212
    • /
    • 2017
  • This study aims to investigate factors affecting the intention of continuous use of O2O service by referring new media adoption theory and value-based acceptance model for movie ticketing services. For this study, a questionnaire survey was conducted for users of tickets ticketing service of the cinema online (including mobile) within the last 6 months. A total of 500 copies was collected and 404 copies were analyzed excluding 96 copies because of errors. As a result of the analysis, the ease of use and service ubiquity has a positive effect on perceived functional value and perceived emotional value, and usability has a positive effect on perceived functional value. Compatibility and trialability has a positive effect on both perceived functional value and emotional value. Previous experience has a positive effect on both perceived functional value and perceived emotional value, and inertia has negative effect on perceived functional value. Finally, the perceived emotional value has a positive effect on the intention to continuous use, but perceived functional value appeared to have no significant effect. This study shows a theoretical implication for new technology-based services such O2O. It was suggested to establish a practical marketing strategy and help to activate the O2O service field.

해외직접구매 소비자의 브랜드이미지와 구매의도 간 지각된가치, 가격민감도, 만족도의 구조적 관계 연구 (A Study on the Structural Relationship of Perceived Value, Price Sensitivity, and Satisfaction between Brand Image and Purchase Intention in Overseas Direct Purchase)

  • 정분도;김지훈
    • 무역학회지
    • /
    • 제44권6호
    • /
    • pp.169-185
    • /
    • 2019
  • The purpose of this study is to analyze the structural relationships of perceived value, price sensitivity, and satisfaction between brand image and purchase intention of consumers who have experience of overseas direct purchase. This study collected questionnaires used to analyze these structural relationships. Using the R's plspm package, we analyzed the PLS (partial least squares) structural equation model. In order to examine the relationship between perceived value and price sensitivity, the research model was modified and analyzed. As a result, not only the adoption of the research hypothesis, but also the goodness of fit was higher than before the research model modifying, and the relationship between perceived value and price sensitivity was further verified. The modified research model has higher academic value, so it is necessary to select it as the final proposal model.

Impact of Logistics 4.0 Technology Adoption on Logistics Performance: The Mediating Effect of Logistics Innovation Capability and the Mediated Moderation Effect of Firm Size

  • Young-Min Kim
    • Journal of Korea Trade
    • /
    • 제27권5호
    • /
    • pp.63-90
    • /
    • 2023
  • Purpose - This study aims to identify the relationship between logistics companies' Logistics 4.0 technology adoption with logistics innovation capability and logistics performance, and analyze the mediating effect of logistics innovation capability and the mediated moderation effect of firm size through logistics innovation capability. Design/methodology - Research models and hypotheses were established based on prior research related to Industry 4.0, Logistics 4.0, logistics technology, logistics performance, and firm size. The survey was conducted on the employees of logistics companies, and exploratory factor analysis, reliability analysis, confirmatory factor analysis, discriminant validity analysis, structural equation model analysis, mediation effect, moderation effect, and the mediated moderation effect analysis were performed. Findings - The adoption of Logistics 4.0 technology was found to significantly affect logistics innovation capability and logistics performance. Logistics innovation capability was found to significantly affect logistics performance. Moreover, logistics innovation capability was found to have a significant mediation effect on the relationship between Logistics 4.0 technology adoption and logistics performance. The moderation effect based on firm size was found to have a partial effect on logistics innovation capability and logistics performance, but the mediated moderation effect was not significant. Originality/value - This study is meaningful in that it empirically analyzed the relationship of Logistics 4.0 technology adoption with logistics innovation capability and logistics performance, the mediating effect of logistics innovation capability, the moderation effect of firm size, and the mediated moderation effect of firm size, which were not addressed in previous studies.

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

  • 백승연;이소영
    • 벤처혁신연구
    • /
    • 제5권4호
    • /
    • pp.91-108
    • /
    • 2022
  • 본 연구는 자율주행 자동차를 이용하고자하는 의도에 영향을 미치는 요인을 실증적으로 분석하기 위해 이루어졌다. 실증 분석을 위한 연구모형은 가치기반수용모델(VAM)을 기반으로 자율주행 자동차의 특성을 반영하여 도출하였다. VAM의 기본 변수인 유용성, 즐거움, 기술성, 인지된 비용에 자율주행 자동차의 특성인 편리성, 안전성, 보안성, 사회적 영향을 추가하였다. 이렇게 도출된 모형을 바탕으로 실증 분석을 위해 설문조사를 실시하였으며 유효한 216부를 분석의 대상으로 삼았다. 실증분석은 AMOS24를 활용한 구조방정식으로 하였다. 실증 분석 결과는 다음과 같다. 유용성, 즐거움, 편리성, 안전성, 보안성은 인지된 가치에 유의한 영향을 미쳤다. 기술성과 인지된 비용은 인지된 가치에 대한 영향 관계가 부(-)로 나타났다. 한편, 보안성과 사회적 영향은 인지된 가치에 유의한 영향을 미치지 못한 것으로 나타났다. 인지된 가치는 사용의도에 미치는 영향에 있어서 유의한 영향을 주는 것으로 나타났다. 유의한 영향을 미친 변수들의 영향력은 안전성, 편리성, 인지된 비용, 즐거움, 유용성, 기술성 순이었다. 한편, 인지된 가치의 매개효과를 분석한 결과 인지된 가치는 유용성, 즐거움, 편리성, 안전성, 기술성, 인지된 비용과 사용의도 사이 매개의 역할을 하는 것이 검증됐다. 반면 보안성 및 사회적 영향과 사용의도 간에는 유의한 매개효과가 검정되지 않았다. 이러한 연구 결과를 바탕으로 본 연구가 가지는 학술적, 실무적 시사점을 제시하고자 한다.

Diffusion Model을 활용한 온라인 게임 간 수요 확산패턴 연구

  • 최정욱
    • 한국품질경영학회:학술대회논문집
    • /
    • 한국품질경영학회 2006년도 추계 학술대회
    • /
    • pp.17-22
    • /
    • 2006
  • Online game industry is one of the most value added industry and continues to grow rapidly nowadays. This paper classifies the diffusion patterns of online games according to online game genre, estimates coefficients of innovation and imitation using Bass model, extracts the Bass-based adoption life cycle model which reflects the properties of each game, and then analyzes the diffusion pattern of each game. Through the research on the diffusion pattern of online games, if we can identify the characteristics of changing market and consumers in accordance with the product life cycle, we will provide the implications to the marketing strategy, which have to change at every stage of adoption life cycle, not to mention to investment plan.

  • PDF

사물인터넷 환경에서의 소비자 쇼핑 인식 (Consumer shopping perceptions of an Internet of Things environment)

  • 이민선;이현화
    • 복식문화연구
    • /
    • 제29권1호
    • /
    • pp.1-15
    • /
    • 2021
  • The Internet of Things (IoT) has gained enormous popularity in various fields of industry. An IoT shopping environment is considered an effective tool for convenient use by consumers. Perceived values (including convenience and privacy risks) of IoT shopping can be the main factors that influence consumers' shopping intentions. The current study proposed a research model based on a value-based adoption model, which integrated perceived benefit and sacrifice, shopping attitude, and shopping intention in an IoT shopping environment. As potential customers, participants in their 20s and 30s were recruited through a marketing research firm. Responses collected via an online questionnaire validated the proposed research model and hypothesis. The results confirmed significant, positive relationships between perceived benefit, including both remote control and access convenience, and consumers' positive attitudes toward IoT shopping. The association between perceived privacy risk and consumers' shopping attitudes was not significant. The indirect effects of two benefits of IoT shopping on shopping intention were also significant and positive. From a practical perspective, this study can help marketers and service providers manage their IoT shopping platforms or applications more effectively to attract consumers. The implications and limitations of this study are discussed. Directions for future research and development of IoT shopping environment are suggested.