• Title/Summary/Keyword: Smart-PLS

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Research on the Effect of Perceived Characteristics of RPA on Intention of Adoption (RPA의 지각된 특성이 수용의도에 미치는 영향에 대한 연구)

  • Song, Sun Jung;Lee, Hyoung-Yong
    • Knowledge Management Research
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    • v.22 no.4
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    • pp.283-301
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    • 2021
  • RPA (Robotic Process Automation) technology has recently been spotlighted to preemptively respond to the 4th industrial revolution without spending a lot of time and money to improve various existing business and IT processes. In this study, variables affecting intention to use RPA technology were representatively identified into three positive factors and three negative factors, and the causal relationship between the effects of these variables on actual RPA acceptance intention was examined. After conducting an email survey for general office workers, structural equation analysis (SEM) was performed using SPSS 27.0 and SmartPLS 3.3.5. The second order factor of a positive perception consisting of security, accuracy, and efficiency, and the second order factor of a negative perception consisting of job security, execution error, and fear of introduction failure. The positive perception affected the intention to use RPA through perceived usefulness and perceived ease. It was confirmed that the negative perception has a mediating effect on the intention to use RPA through acceptance conflict. In addition, it was confirmed that the presence or absence of experience in using RPA interacts with perceived ease and has a moderating effect on intention to use RPA. It can be said that there is practical and theoretical implications from the point of view of knowledge management in that it allows companies to recognize and respond to which factors are important from the point of view of companies that want to use RPA.

In the era of Digital Transformation: The Effect of Government Support, Network capability and Knowledge Sharing on Innovation Performance through Innovative Behavior (디지털 전환 시대: 정부지원, 네트워크 역량과 지식공유가 혁신행동을 거쳐 혁신성과에 미치는 영향)

  • Choi, Kyu-Sun;Hyun, Byung Hwan
    • Journal of Digital Convergence
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    • v.20 no.4
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    • pp.353-366
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    • 2022
  • The study sets out to examine the relationship between the effects of government support, network capability, and knowledge sharing on the effects of innovative behavior on innovation performance. As digital-based networks and knowledge sharing activities are rapidly becoming common in the era of the spread of Covid-19, 357 questionnaires were analyzed for incumbent employees and the research hypotheses are verified using SPSS 24 and smart PLS 3 to prove the relationships between variables. As a result of the study, it is found that innovation performance increased when government support, network capability, and knowledge sharing increased. Innovative behavior is found to significantly mediate the relationship between network capability, knowledge sharing, and innovation performance, and government support was found to have a significant effect on network capabiltiy. Therefore, in order to induce innovative actions that are important in creating innovative results, various programs to enhance the network capabilities of entrepreneurs and promote knowledge sharing should be required as government support policies. This will serve as a driving force for entrepreneurs to voluntarily develop and implement ideas more flexibly and freely, thereby enhancing competitiveness through innovative growth of companies and industries. In other words, this study verified the effectiveness of government support in the network capability to help create innovative results by inducing innovative behavior along with knowledge sharing activities, and comprehensively demonstrated the relationship between factors in the overall structure.

A Study on Innovation Capability and Business Performance: Multi-Group Analysis by Company Location (혁신역량과 경영성과에 관한 연구: 기업 소재지별 다중집단분석)

  • Choi, Kyu-Sun
    • The Journal of the Korea Contents Association
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    • v.22 no.10
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    • pp.703-722
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    • 2022
  • The concentration of local businesses in the capital region promotes a decrease in the local population and polarization between the capital region and non-capital regions. It affects the competitiveness of local industries and creates a vicious cycle throughout the local economy, society and culture. Therefore, this study classified the companies in the capital region and non-capital regions by group and examined the effect of the innovation capability factors of companies on the creation of business performance. We analyzed the effects of R&D capabilities, which are elements of innovation capability, and open innovation and convergence capabilities on business performance. Smart PLS 3.0 was used for analysis including direct and indirect mediating and moderating effects, multi-group analysis, and structural equation model analysis. As a result, R&D capability did not have a significant effect on business performance, but it has a positive influence towards business performance through convergence capability and open innovation. However, the effectiveness of open innovation in non-capital regions and convergence capabilities in capital region were not statistically significant. In particular, in terms of open innovation, as the difference between groups is statistically clear, follow-up measures are suggested especially in non-capital regions.

A Study on the Influence of CSV Attributes of Financial Companies on Consumer Benefits and Purchase Intentions : Focusing on Psychological Distance (금융기업의 CSV속성이 소비자혜택과 구매의도에 미치는 영향 연구 : 심리적거리를 중심으로)

  • You, Ki-Tack;Seo, Young-Wook
    • The Journal of the Korea Contents Association
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    • v.22 no.10
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    • pp.627-641
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    • 2022
  • Although CSV means pursuing social and economic values at the same time, research on consumer benefits recognized by consumers, the subject of economic value, is insufficient. The purpose of this study is to investigate the effect of CSV activities of financial companies on purchase intention through consumer benefits and psychological distance for consumers. 265 copies of survey data were collected, and the research hypothesis was verified using SPSS 25.0 and Smart PLS 3.0. As a result of the analysis, first, fairness and authenticity had a positive (+) effect on both social and personal benefits. Second, it was found that the social and personal benefits subjectively perceived by consumers had a positive (+) effect on both purchase intention. Third, it was found that the social benefits perceived by consumers through CSV activities of financial companies had a positive (+) effect on purchase intention through psychological distance, but the mediating effect of personal benefits was not significant. Based on these research results, practical proposals were made to increase the efficiency of CSV activities by grasping the effect of consumers and purchase intentions on CSV activities of financial companies, and conclusions, implications, and future research directions were presented.

A Study of Tourism Destination Storytelling on the Tourism Value and Relationship Immersion of Travel Agency: Moderating Effect of SNS Trust (관광지 스토리텔링이 SNS 관광 가치와 여행사 관계 몰입에 미치는 연구: SNS 신뢰의 조절효과)

  • Kim, Dae-Seok;Lee, Ha-Eun
    • The Journal of the Korea Contents Association
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    • v.21 no.11
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    • pp.503-517
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    • 2021
  • This study is focused on tourism storytelling(educational, interesting, emotional, uniqueness), SNS tourism value (functional, social), SNS trust, and immersion in travel agency relationship, which are important discussions in the tourism industry. The study subjects are verified 390 respondents who had accommodation experience using SNS, and SPSS 25.0 and Smart PLS 3.0 were used to perform the analysis. The study results are as follows. First, it was confirmed that the educational and interesting factors of tourism storytelling had a positive effect on the functional value, and that the affective relationship was not established between emotional and uniqueness factors. In addition, it was confirmed that educational, interesting, and uniqueness factors had a positive effect on social values, but emotional factors did not establish an influence relationship. Secondly, it was confirmed that SNS tourism value had a positive effect on immersion in travel agency relationship. However, there was no relationship between SNS tourism value and social value. Finally, it was confirmed that SNS trust had a moderating effect on the relationship between SNS tourism value and immersion in travel agency relationship. Through these research results and implications, comprehensive recommendations were presented to tourism industry practitioners.

In-company Facilitator A Study on Roles and Team Creativit - Through Innovation-oriented Culture and Team Empowerment (기업 내 퍼실리테이터의 역할과 팀 창의성에 관한 연구 - 혁신지향문화와 팀 임파워먼트를 매개로)

  • Lee, Eun-Jung;Seo, Young-Wook
    • The Journal of the Korea Contents Association
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    • v.22 no.10
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    • pp.586-598
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    • 2022
  • In research on the role of facilitators, studies on the effects of facilitators who conduct meetings and workshops within companies on innovation-oriented culture, team empowerment, and team creativity are insufficient. The purpose of this study is to verify the effect of the role of the facilitator (process management, change management) on innovation-oriented culture and team empowerment, and the effect on team creativity by mediating innovation-oriented culture and team empowerment. To this end, we surveyed members with experience in facilitating workshops at domestic companies and analyzed 299 collected data using SPSS 24 and Smart PLS 3.0. (+) had an effect. Second, innovation-oriented culture and team empowerment had a positive (+) effect on team creativity. Third, the role of the facilitator had a positive (+) effect on team creativity by mediating innovation-oriented culture and team empowerment. Through this study, the relationship between the role of the facilitator and other variables was explored and theoretically expanded, and practical implications for the role of the facilitator and enhancement of creativity required by the organization were presented.

The Effects of Depression on Fear of Recurrence and Health-related Quality of Life in Young Adults with Stroke (젊은 뇌졸중 환자의 우울감이 재발염려와 건강관련 삶의 질에 미치는 영향)

  • Yoon, Su-Sie;Han, Sang-Ho
    • Journal of Korea Entertainment Industry Association
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    • v.14 no.4
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    • pp.371-380
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    • 2020
  • This study was conducted to investigate the effects of depression on fear of stroke recurrence and health-related quality of life in Young Adults with Stroke. The subjects of this study were 240 young stroke patients who visited the outpatient department of neurology at a tertiary hospital in C province and J university hospital from July 24, 2018, to November 22, 2018. The collected data were analyzed for statistical significance and hypothesis verification using SPSS 24.0 and SmartPLS 3.0. The results showed that guilt and mental depression in depression factors had an effect on fear of stroke recurrence, and mental depression had a statistically significant impact on health-related quality of life. Also, fear of recurrence has a significant impact on health-related quality of life. The results of this study suggest that overcoming fear of stroke recurrence by interventions that reduce guilt and mental depression through early assessment of their depression, thus it can significantly contribute to improving health-related quality of life in young adults with stroke.

A study on the effect of perceived value, price and innovation characteristics perceived by wearable healthcare device customers on purchasing attitude and customer satisfaction (웨어러블 헬스케어 디바이스 고객이 인지하는 지각된 가치, 가격, 혁신 특성이 구매 태도 및 고객 만족도에 미치는 영향 연구)

  • Jeong, Gil-Hwa;Seo, Young-Wook
    • 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.

A study on the Effect of Relational Energy and Resilience on Individual Job Performance through Job Crafting (관계적에너지와 회복탄력성이 직무재창조를 통하여 개인직무성과에 미치는 영향 연구)

  • Nam, Eun Woo;Sun, Eun Jung;Seo, Young Wook
    • The Journal of the Korea Contents Association
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    • v.22 no.2
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    • pp.529-544
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    • 2022
  • With the global pandemic in the era of the 4th industrial revolution, the business environment of companies was engulfed by rapid volatility and uncertainty. In particular, in order for an organization to have high competitiveness due to the spread of the flexible work system, relationship management with members of the organization and self-directed job crafting are recognized as important key resources. This study aims to investigate how relational energy and resilience within a corporate organization affect job crafting and to verify the effect of job crafting on individual job performance. For empirical research, 400 valid responses to employees of general companies were analyzed by SPSS 26.0 and Smart PLS 3.0. As a result of the analysis, first, it was confirmed that relational energy did not have a positive (+) effect on task crafting. Second, it was found that relational energy had a positive (+) effect on relational crafting and cognitive crafting, respectively. Third, it was found that resilience had a positive (+) effect on both task crafting, relationship crafting, and cognitive crafting that constitute job crafting. Fourth, it was found that job crafting had a positive (+) effect on individual job performance. Based on these research results, we intend to derive academic and practical implications and provide practical help to follow-up researchers and stakeholders.

Impacts of Perceived Innovativeness of Convenience Store on Consumer Brand Engagement and Store Loyalty (편의점의 혁신성이 인지적 인게지먼트와 정서적 인게이지먼트, 그리고 점포충성도에 미치는 영향)

  • LEE, Young-Eun;LEE, Yong-Ki
    • The Korean Journal of Franchise Management
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    • v.13 no.1
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    • pp.35-46
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    • 2022
  • Purpose: With the rapid changes in the technical development and the trend of consumption trend, the convenience store industry is facing an unprecedented competitive situation in the consumption environment where the boundary between online and offline is broken due to the stagnation of offline distribution channels and the spread of online shopping. The biggest innovation strategy of the major convenience store brands in recent years are introducing the O2O (Online to Offline) platform and presenting new products and services beyond the boundaries of online and offline to transform themselves into Omni Channel stores. The study is designed to analyze the effect of innovativeness of convenience store as a stimulus in O2O platform which customers perceive on store loyalty, the final response to external stimuli, through customer engagement with convenience store brands. Specifically, the innovativeness of convenience stores was divided into types of core activities in corporate marketing and focused on innovations in services, products(proposals), promotions and experiences. Research design, data, and methodology: Various hypotheses have been developed to achieve this research purpose. The data were collected from 1,128 questionnaires the age between 15 and 60 who had experience using retail store apps and delivery apps and were analyzed using SPSS 22.0 and SmartPLS 3.3.7 program. Measurement model analysis was carried out to assess convergent and discriminant validity. Also, common method bias was tested using the values of VIF (variance inflation factor). The hypotheses were tested using structural equation modeling with SmartPLS 3.3.7 program. Results: First, service innovation has a positive effect on cognitive engagement. Second, product, promotion and experience innovation have a positive effect on cognitive and affective engagement. Third, cognitive influences affective engagement. Finally, both cognitive and affective engagement affect store loyalty, but affective engagement has a stronger effect on store loyalty than cognitive engagement. Conclusions: All four types of innovation and cognitive engagement have a positive effect on emotional engagement, which has a stronger effect on store loyalty than cognitive engagement. Thus, while innovation can build loyalty through emotional engagement, innovation strategies must be designed and pursued with caution in terms of impact through cognitive engagement may not achieve the planned goals.