• 제목/요약/키워드: technology innovation adoption type

검색결과 15건 처리시간 0.032초

소비자의 기술혁신 수용유형과 동영상 UCC 서비스 참여수준 (Consumer's Technology Innovation Adoption Type and the Participation Level of Multimedia UCC Services)

  • 김연정
    • 가정과삶의질연구
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    • 제27권1호
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    • pp.209-219
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    • 2009
  • This study identifies the key determinants and technology innovation adoption type of participation in multimedia UCC services. This research examines how the major factors of perceived usability, self-expression, fun & entertainment, arousal, information sharing, other's positive reputation and interface easiness contribute to participation in multimedia UCC services. A sample survey of internet users was conducted, responses were collected from 629 respondents and consumer streaming data were analyzed. Some of the practical implications of the results are follows. This research have categorized that the types of technology adoption for the participation of UCC were innovator consumer, early adaptor consumer, early majority consumer, and late majority consumer. The results of multiple regression analysis indicated that perceived usability, interface easiness, fun & entertainment, self-expression, arousal, other's positive reputation and type of technology adoption posited a significant effect in multimedia UCC Services.

스마트 의류제품 유형에 따른 확장된 혁신기술수용모델 (The Extended Technology Acceptance Model According to Smart Clothing Types)

  • 채진미
    • 한국생활과학회지
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    • 제19권2호
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    • pp.375-387
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    • 2010
  • The Technology Acceptance Model (TAM) presented by Davis (1989) has been regarded as highly explanatory as well as the clearest model in explaining consumers' adoption of innovative technology or products. Existing studies have expanded the model by adding related external variables to improve the explanation depending on the type of innovative technology. This study expanded TAM by adding two more variables, namely consumers' technology innovation and clothing involvement considering the feature of smart clothing. The objectives of this study are as follows: 1. to suggest the extended TAM in explaining the adoption process of smart clothing, 2. to verify the differences in the path hypotheses according to the type of smart clothing. A total of 815 effective samples were collected from adults over 20 years old, and AMOS 5.0 package was employed for data analysis. As a result, it was proved that the extended TAM was appropriate for explaining the process of adopting smart clothing according to the path hypotheses of smart clothing types. Technology innovation and clothing involvement were confirmed as antecedent variables in affecting TAM. The perceived usefulness appeared to be a more crucial variable than the perceived ease of use and attitude was found to be an important parameter in adopting smart clothing. Considering the path hypotheses of MP3 playing clothes, perceived usefulness had a direct influence on acceptance intention unlike other types of smart clothing. As for photonic clothes, the influence of perceived ease of use on attitude was supported while it was rejected in the case of MP3 playing clothes and sensing sportswear.

The Success of Smart Factory Adoption: Firm's Dynamic Capability Perspective

  • Kim, Gyeung-min;Nam, Mi-Jeong
    • Journal of Information Technology Applications and Management
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    • 제28권4호
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    • pp.45-57
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    • 2021
  • This research explores how the success of smart factory adoption is influenced by firm's dynamic capability. This research describes the underlying processes on how organizations manipulate or adapt organizational elements harmoniously to implement smart factory successfully. Although understanding of these processes is essential to many researchers and practitioners in the field, the information system research literature contains very few examples of this type. The research is conducted in the following sequence: first, the concept of dynamic capability is presented followed by research methodology; and then the analyses of case data are presented followed by discussions and future directions. The results of this research show that the firms with higher dynamic capability adopted smart factory more easily through alignment of various organizational elements.

전사적자원관리(ERP) 시스템의 조직 내 확산에 대한 저항요인 분석 (An Analytical Study on the Influence of Resistance Factors in Adoption and Diffusion of Innovation as for Introducing ERP Systems into Universities)

  • 김현정;이영희;김문선
    • 한국전자거래학회지
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    • 제18권1호
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    • pp.129-146
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    • 2013
  • 본 논문은 ERP 효과를 조직성과로 전환하기 위해 혁신과정에서 발생하는 조직구성원들의 저항을 체계적으로 통제, 관리하는데 연구초점을 두고, 의무적 수용 상황에서 ERP 시스템의 조직 내 확산에서의 저항요인을 조사하고 검증하였다. 169개의 대학사례를 분석한 결과 ERP 시스템 이용에 대한 심리적 태도(두려움, 의심 등)가 저항행동 의도에 유의한 영향을 미치는 것을 밝혀냈다. 저항의 선행변수 중 업무처리의 상대적 이점, 시스템의 상대적 이점, 서비스 지원은 저항행동 의도에 직접적인 영향을 미치지 않는 것으로 나타났으나, 저항에 대한 심리적 태도에 부분적으로 영향을 미치는 것으로 분석되었다. 본 연구는 저항을 심리적 측면과 행동적 측면으로 구분하여 실증하였다는 점에서 기존 연구와 차별되며, 혁신의 수용과 확산 과정에서 나타날 수 있는 부정적 측면의 저항을 체계적으로 연구, 분석하였다는데 의의가 있다.

조직 내 빅데이터 시스템 확산에 영향을 주는 요인에 대한 연구 (Factors for the Intra-organizational Diffusion of Big Data Systems)

  • 박성관;김청
    • 한국IT서비스학회지
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    • 제18권2호
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    • pp.97-121
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    • 2019
  • In this paper, factors affecting intra-organizational diffusion of Big Data systems from the perspective of the Big Data system vendors have been analyzed. In particular, the theory of resistance against innovation that exists in some form before the adoption or rejection of innovation has been focused on. In order to do that, the resistance has been divided into three categories : postponement, rejection and opposition. The variables affecting each type are also divided into four independent variables : perceived risk, innovation characteristics, user attributes, and organizational attributes. As a result of the survey, it was confirmed that the influences of each variable are different according to the type of resistance. As the strength of the resistance was increased, the influence of the trialability was increased as well. As the strength of the resistance was decreased, the satisfaction with the existing system became more influential on the resistance. The time risk and the satisfaction with the existing system were found to affect all types of resistance. From the vendor's point of view, strategic implications are presented in terms of marketing or system development for diffusion, depending on the degree of resistance of the adopter.

스마트폰 채택 및 지속사용에 있어 사용자 저항과 사회적 영향력의 역할에 대한 탐색연구 (Exploring the Roles of User Resistance and Social Influences on Smartphone Acceptance and Continuous Usage)

  • 최새솔;유재흥
    • Journal of Information Technology Applications and Management
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    • 제19권4호
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    • pp.41-59
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    • 2012
  • This study examines the roles of user resistance and social influences on the acceptance and continuous usage of smartphones at different stages of adoption. The respondents were classified into three groups according to their innovation adoption stage : non-user group, the potential user group and the trial user group. Theories relevant to user resistance, social influences including normative social influences and informational social influences, as well as user adoption and continuance behavior were reviewed and integrated into our research model. In order to verify the proposed structured equation model, we conducted an online survey by targeting mobile phone users and collected data to be analyzed through a partial least squares (PLS) test. This study tested whether there exists differences in the effects of user resistance and different types of social influence on user's adoption or continuance intetion among these three groups. The results showed that user resistance exists in all adopter groups and that it has significant negative influences on intention to use a smartphone. The findings also revealed that user resistance can be enhanced or resolved by two types of social influence; informational social influence resolves user resistance regardless of the adopter category, while normative social influence enhances the user resistance of potential users. Furthermore, the findings show that social influence regardless of the type positively affects user intention. Several theoretic and practical implications pertaining to the results are discussed.

The Investigation of Employing Supervised Machine Learning Models to Predict Type 2 Diabetes Among Adults

  • Alhmiedat, Tareq;Alotaibi, Mohammed
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제16권9호
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    • pp.2904-2926
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    • 2022
  • Currently, diabetes is the most common chronic disease in the world, affecting 23.7% of the population in the Kingdom of Saudi Arabia. Diabetes may be the cause of lower-limb amputations, kidney failure and blindness among adults. Therefore, diagnosing the disease in its early stages is essential in order to save human lives. With the revolution in technology, Artificial Intelligence (AI) could play a central role in the early prediction of diabetes by employing Machine Learning (ML) technology. In this paper, we developed a diagnosis system using machine learning models for the detection of type 2 diabetes among adults, through the adoption of two different diabetes datasets: one for training and the other for the testing, to analyze and enhance the prediction accuracy. This work offers an enhanced classification accuracy as a result of employing several pre-processing methods before applying the ML models. According to the obtained results, the implemented Random Forest (RF) classifier offers the best classification accuracy with a classification score of 98.95%.

글로벌 경쟁에 대응한 4차 산업혁명 기술 활용의 기업 특성 연구 (A Study on the Characteristics of Companies Using Technologies of the 4th Industrial Revolution in Response to Global Competition)

  • 조정환;김태황
    • 무역학회지
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    • 제46권2호
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    • pp.355-368
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    • 2021
  • The purpose of this study is to analyze the factors affecting innovation activities related to the introduction of the 4th Industrial Revolution technology for Korean firms faced to the severe global trade and competition environments. This paper conducted an empirical analysis using the 'The Survey of Business Activities' distributed by the Statistics Korea in 2019. According to the results of the analysis, it was found that the firm size, labor cost, R&D, and intellectual property rights had a significant influence on the firms' adoption of the 4th industrial revolution technology. It was also found that the dummy variables such as strategic alliance between companies, review of entry into a new business, transfer of main business operations, and holding of subsidiaries had statistically significant effects on innovation activities. In addition, this paper showed that the firm characteristics had impacts on innovation activities of firms by the 4th industrial revolution technology type. In order for Korean firms to adapt to the challenges by the 4th Industrial Revolution, it is important to provide policy support and an environment in line with the characteristics of the firms.

팬데믹 시기의 패션 테크놀로지에 관한 시각 - 텍스트 마이닝과 내용 분석을 중심으로 - (Perspectives on Fashion Technology during the Pandemic Era - A Mixed Methods Approach Using Text Mining and Content Analysis -)

  • 김미경;임은혁
    • 한국의류산업학회지
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    • 제24권5호
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    • pp.545-556
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    • 2022
  • To overcome the pandemic, a new strategy for innovation is in demand throughout the value chains of the fashion industry that emphasize the importance of fashion technology. Accordingly, as various viewpoints and fields of debate are unfolding to consider the direction of change led by fashion technology, it is necessary to make an active value judgment precedent by understanding the differences between various opinions. This study aims to derive keywords from fashion technology used during the pandemic, to infer the characteristics of each type of perspective and to understand their characteristics. For the research, this study combines text mining analysis and content analysis. Text mining analysis is used to find statistical patterns by collecting keywords from big data from online media, and content analysis is used to interpret the data qualitatively. After analyzing the results of this study, the following observations are made. First, the perspective of positive acceptance seeks to maximize the perception and sensory action of fashion through technology; this amplifies experience, an opportunity for innovation and efficiency. Second, critical vigilance highlights the side effects of radical changes in fashion technology, characterized by concerns about capital-centered polarization, threats to human rights, and infringement of creative thinking. Lastly, the perspective of gradual adoption is the gradual convergence of technologies, characterized by the pursuit of an appropriate balance.

The Effect of Information Technology on Arms-Length Buyer-Supplier Relationship

  • Kim, Soo-W.
    • International Journal of Quality Innovation
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    • 제9권3호
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    • pp.57-69
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    • 2008
  • This paper posits that arm's length buyer-supplier relationship as the intermediate type between market exchange relations and strategic partnership might be advisable, and information technology may have a role as a mechanism actualizing the effects of such arm's length relationship by strategic supply-line diversification. Based on the theoretical analysis on interactive feedback relationships among IT level, buyer-supplier relationships, and supply chain structure, we suggest a set of advisable buyer-supplier relationship type for efficient supply chain management. Also, doing so would be helpful in suggesting a dynamic IT investment and adoption model appropriate for the establishment of productive buyer-supplier relationship, and further in providing theoretical foundations and practical guidelines on the role and function of B-to-B E-commerce for efficient SC integration.