• KIPS Transactions on Computer and Communication Systems
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• v.10 no.12
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• pp.329-342
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• 2021

The pharmaceutical industry is experiencing a productivity crisis with a low probability of success despite a long period of time and enormous cost. As a strategy to solve the productivity crisis, the use cases of Artificial Intelligence(AI) and Bigdata are increasing worldwide and tangible results are coming out. However, domestic pharmaceutical companies are taking a wait-and-see attitude to adopt AI platform for drug research. This study proposed a research model that combines the Value-based Adoption Model and the Innovation Resistance Model to empirically study the effect of value perception and resistance factors on adopting AI Platform. As a result of empirical verification, usefulness, knowledge richness, complexity, and algorithmic opacity were found to have a significant effect on perceived values. And, usefulness, knowledge richness, algorithmic opacity, trialability, technology support infrastructure were found to have a significant effect on the innovation resistance.

• Journal of Digital Convergence
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• v.19 no.11
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• pp.525-536
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• 2021

This study investigated that customer satisfaction based on the effects of perceived value (innovative value, practical value, symbolic value) and innovation characteristics (innovative resistance, visibility) of wearable healthcare device users on purchase attitude. A survey was conducted on actual users who are currently using wearable healthcare devices, and the final 201 copies were analyzed using SPSS 25 and SmartPLS 3.0. The summary of research results is following here. First, it was found that the perceived values, innovative and practical values had a positive (+) effect on the user's purchasing attitude, while symbolic values did not affect the user's purchasing attitude. Second, among the innovation characteristics, innovation resistance was came out negative (-) effect on the user's purchasing attitude, and among the innovation characteristics, visibility did not affect the user's purchasing attitude. Third, it was found that perceived price had a positive (+) effect on the user's purchase attitude. Fourth, it was clarified that the perceived price and purchase attitude had a positive (+) effect on the user's customer satisfaction. Based on these research results, theoretical, practical, and future research directions were proposed.

• The Journal of the Korea Contents Association
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• v.13 no.6
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• pp.158-166
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• 2013

This study gave attention to the people who has resistance of the social media that tens to be the use as innovations. Therefore, this study examined the determinant factors of psychological resistance of the social media such as Twitter focused on students as none-users of social media. Total of 268 none-users participated in this study. The results were as follows. First, relative advantage influenced negatively on innovation resistance. Second, perceived complexity influenced significantly not on innovation resistance. Third, perceived risk influenced positively on innovation resistance. Therefore, social media related to social relationship should improve relative advantage, the other way, decrease perceived risk such as defamation and personal attack.

• Journal of Digital Convergence
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• v.11 no.3
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• pp.165-173
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• 2013

The purpose of this study was to investigate the effects of customer's innovation and usefulness on the use intention of Service Robots by potential customers. Based on Davis(1989)'s Technology Acceptance Model, this study formulated three hypotheses, which were about relationships between customer's innovation, usefulness, and use intention of Service Robots. For this study, structured questionnaires were used and data were collected from the 171 people in Seoul and Cheonan. To test three hypotheses, collected data were analyzed using hierarchical regression technique. The results showed that customer's innovation has no influence on usefulness, whereas customer's innovation and usefulness have effects on use intention.

• The Journal of Society for e-Business Studies
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• v.11 no.2
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• pp.111-134
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• 2006

This paper analyzes the resistance to mobile commerce services in consumer adoption process. Relative advantage, compatibility, perceived risk, complexity, self-efficacy, innovativeness and attitude for competing service have been chosen as independent variables. This paper also investigates on the significant factors which resist against adoption of mobile commerce service according to adoption phase. The results show that relative advantage, self-efficacy, perceived risk, attitude for competing service are significant factors to affect resistance to mobile commerce services. Relative advantage, perceived risk, attitude for competing service are significant resistance to mobile commerce services for consumers in before-adoption group and compatibility, complexity, self-efficacy are significant factors for consumers in after-adoption group. This study can be extended to new communication services such as Wibro and DMB to reduce resistances in early adoption phase.

• Journal of Digital Convergence
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• v.20 no.5
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• pp.197-203
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• 2022

This research emphasized the importance of consumers' perceived value and verified the mediating effect of innovation in the effect of consumers' perceived value on the purchase intention of new energy vehicles. To verify this, a survey was conducted on Chinese consumers. The verification results are as follows. First, it was verified that environmental value, social value, quality value, and economic value, which are sub-factors of perceived value, all have a significant positive effect on innovation. Second, it was found that innovation had a significant positive effect on purchase intention. Third, it was proved that innovation have partial mediating effects in the relationship between environmental values, social values, quality values, economic values, and purchase intention. Finally, the implications of this study result and future research directions were discussed.

• The Journal of the Korea Contents Association
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• v.20 no.6
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• pp.367-380
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• 2020

360 product photography is one of the realistic media technologies that can observe subjects from various angles as one of the real-world VR production methods. This study examined the effect of 360 product photography on the intention to Continuous Use through the technology acceptance model. The results of the online survey showed that informative, which is the characteristic of 360 product photography, affects both ease of use and perceived usefulness, while reliability and entertainingness affect only perceived usefulness. Internal innovation had an impact on perceived ease, but not on perceived usability. Ease of use, both mediators, had a positive effect on sustained use intention. These findings can be used as a reference for various studies in the field of 360 product photography which is still insufficient. In addition, it can provide strategic implications for the production direction of 360 product photos.

• Asia-Pacific Journal of Business Venturing and Entrepreneurship
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• v.7 no.2
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• pp.63-76
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• 2012

The possibility of successful commercialization of technologically innovative products depends on the degree to which consumers select and utilize the product. Therefore, the research that endeavors to find the usage behavior and the acceptance intention of users of technologically innovative products is a very important quest. This study empirically analyzes the factors that influence commercialization of a technologically innovative product: cloud computing. Existing studies examined acceptance intentions by expanding the TAM model and excluded attitude and usage behavior. This study determined attitude, usage behavior and personal characteristics of consumers to be important influencing factors. The results of the empirical analysis are as follows: First, the self-efficacy of personal characteristics had a significant effect on ease of use and acceptance intention and perceived costs had a significant influence on the factors of perceived usefulness and perceived ease of use. Second, research on the systematic characteristics of cloud computing confirmed that security was an important factor affecting acceptance intention while innovativeness was critical to ease of use. Third, of the usage characteristics among users of technologically innovative products, perceived usefulness had an effect on the acceptance and usage behavior of cloud computing, and perceived ease of use had an important influence on perceived usefulness. Currently, when cloud computing services have not yet become widespread to the public, this study proposed meaningful results for policy direction and commercialization strategies by revealing variables that influence acceptance and usage behavior.

• Journal of Korea Society of Industrial Information Systems
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• v.10 no.4
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• pp.65-77
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• 2005

This study aims at providing the basis for improving the applicability of ERP system in those companies which plan to introduce it or those which already introduced, but were not able to achieve the intended effect. To this end, this study focused on the empirical study to find innovation acceptance factors effecting innovation diffusion of ERP system intensively and to search the best path of innovation diffusion. Thus, it was known that innovation characteristics factors, percieved ease of use, perceived usefulnessand implementation of ERP system affected innovation diffusion directly or indirectly and there was a significant path helping companies introduce information system successfully.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.20 no.6
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• pp.169-177
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• 2019

From the past to the present, justice has attracted many people's attention. Most of the previous studies carried out in relation to justice are studies of the resulting variables, and there is a great advantage that they let us know about the importance of justice. However, the findings are focused only on the behavior of the members of the organization according to the status of justice already perceived. Therefore, studies on the antecedent of justice are also necessary to understand justice accurately. This study identifies the factors that can directly affect justice and the contextual factors that could moderate their relationship. In particular, using the '2017 Public Employee Perception Survey' released by the Korea Institute of Public Administration, we examined how innovative behavior of public employees affects the perception of distributive justice and how the relative professionalism, which is the situation variable, moderates the relationship between variables. A regression analysis of 321 public employees showed that innovative behavior affects the perception of distributive justice, and that the positive relationship of innovation behavior to the perception of distributive justice is weakened when the level of individual perceived relative professionalism is high.