• 제목/요약/키워드: continue use intention

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참여형 학습에서 생성형 AI 지속 사용 의도에 대한 실증적 연구: ChatGPT 사례 중심으로 (An Empirical Study on the Intention to Continue Using Generative AI in Engaged Learning: Focusing on the ChatGPT Case)

  • 김경순;김낙일;김명수;신용태
    • 한국IT서비스학회지
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    • 제22권6호
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    • pp.17-35
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    • 2023
  • This study investigated how helpful the use of generative AI such as ChatGPT is in conducting engaged learning at each university. In this study, based on the experiences of users using generative AI technology, we analyzed the relationship between usability and ease in consideration of the characteristics of learners, and examined whether there is an intention to continue using generative AI technology in the future. In this study, in order to verify the factors affecting the intention to use ChatGPT technology in order to solve the problems given in the participating classes, we examined previous papers based on the Technology Acceptance Model (TAM) and the Information System Success Model (IS), extracted the factors affecting the intention of ChatGPT technology, and presented the research model and hypothesis. Empirical research on the continuous use of generative AI in participatory learning using ChatGPT was conducted to determine whether it is suitable for long-term and continuous use in the educational environment, and whether it is sustainable by examining the intention of learners to continue using it. First, user satisfaction was positively related to the intention to continue using generative AI technology. Second, if the user experience has a great influence on the intention to continue using ChatGPT technology, and users gain experiences such as usefulness, interest, and effective response in the process of using the technology, the evaluation of the technology is positively formed and the intention to continue using it is high. Third, the ease of use of the technology also showed that it was intended to be used continuously when an environment was provided in which users could easily and conveniently utilize generative AI technology.

Factors Influencing the Intention to Continue Using the Metaverse: Focusing on the Influence of Social Norms

  • Mina Lee;Minjung Kim
    • International Journal of Internet, Broadcasting and Communication
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    • 제15권4호
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    • pp.51-60
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    • 2023
  • This study aims to examine factors influencing the intention to continue using the metaverse, focusing on the impact of social norms. Specifically, direct and indirect effects of technical characteristics (perceive quality, interactivity, perceived playfulness), user characteristics (self-efficacy, personal innovativeness), and social influence factors (descriptive norm, injunctive norm, subjective norm) on continuous use intention were examined. The role of perceived ease of use and perceived usefulness as a mediator was also examined. An online survey was conducted with 165 college students attending universities in two large cities in South Korea who had used the metaverse. As a result, perceived playfulness, descriptive norm, and perceived usefulness directly influenced continuous use intention. Perceived playfulness, interactivity, and subjective norm influenced continuous use intention indirectly through perceived usefulness. This study theoretically extends the Technology Acceptance Model by specifying social influence in metaverse contexts. Practical implications are provided in terms of marketing strategy for the metaverse industry to continue to grow and develop.

스마트 관광에서의 항공·호텔 온라인 리뷰 이용자의 감정반응 요인이 지속이용의도에 미치는 영향 (Effect of Air·Hotel Online Review Media Users' Emotional Response Factors on Intention to Continue Use in Smart Tourism)

  • 채수인;권두순;박복원;박동철
    • 디지털산업정보학회논문지
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    • 제17권4호
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    • pp.209-229
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    • 2021
  • Recently, the tourism industry faced a crisis due to COVID-19. Smart tourism that combines information and communication technology (ICT) is rapidly growing to overcome the crisis in the tourism industry. In order to revitalize the tourism industry after COVID-19, such as non-face-to-face and non-contact, smart tourism incorporating information and communication technology (ICT) is actively encouraged and promoted. The purpose of this study is to empirically verify how perceived pleasure, perceived awakening, and perceived domination, which are three important variables of emotional response theory, affect the intention to continue use through perceived usefulness, expectation, and satisfaction. The survey was conducted for two weeks from November 1 to 15, 2020. A total of 175 surveys were collected during the period and used for analysis. As a result of the study, first, perceived pleasure did not significantly affect perceived usefulness, expectation, satisfaction, and intention to continue use. Second, perceived awakening had a significant effect on expectations, but did not significantly affect perceived usefulness, satisfaction, and continued use intention. Third, perceived domination had a significant effect on perceived usefulness, expectation, and continued use intention. However, it did not significantly affect satisfaction. Fourth, perceived usefulness did not significantly affect satisfaction. Fifth, expectations had a significant effect on perceived usefulness and satisfaction. Sixth, satisfaction had a significant effect on the intention to continue use. Through this, companies and developers that provide online review content for aviation and hotels should know what part of the content is actually focused on and provide it to customers. In addition, content should be provided in consideration of the emotional aspects that aviation and hotel online review users feel while watching videos.

기대일치와 인지된 혜택이 대학의 온라인 수업의 만족도와 지속적 사용 의도에 미치는 영향 (The Effects of Confirmation and Perceived Benefits on Satisfaction and Continuous Usage Intention for University Online Class Systems)

  • 김종원;김대길
    • 한국정보시스템학회지:정보시스템연구
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    • 제29권4호
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    • pp.153-169
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    • 2020
  • Purpose Many students have concerned about the quality and operation of online courses with universities offering online courses to avoid the spread of COVID-19. To deepen our understanding of university online class systems, this research aims to assess students' satisfaction with online class systems and continuous usage intention on the basis of the perceived benefits and expectation confirmation theory. Design/methodology/approach This paper empirically analyzes the impact of each perceived benefit on user satisfaction and the intention to use it continuously by dividing the perceived benefits considered in existing literature into utilitarian benefits (convenience), emotional benefits (pleasure), and symbolic benefits (personal benefits). Moreover, the perceived expectations and performance have also been assessed with its impact on satisfaction and the intention to continue use. Data collected from 241 university students were empirically tested against a research model. Findings Analysis results showed that perceived advantages (comfort, enjoyment and personalized benefit) significantly affect user satisfaction and that perceived benefits have positive effects on the intention to continue use whereas the expected confirmation do not significantly influence on the intention to continue use.

소셜 네트워크 게임(SNG) 이용자의 애착 요인이 몰입과 중독을 통해 지속이용의도에 미치는 영향 (The Effect Of Social Network Game Users' Attachment Factors On Their Intention To Continue To Use Through Immersion And Addiction.)

  • 김태영;전중양;권두순;박동철
    • 디지털산업정보학회논문지
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    • 제18권1호
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    • pp.93-113
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    • 2022
  • Among Korea's content industries, the game industry is growing in size to the extent that it can be said to be a representative export-benefiting industry. Accordingly, many users are immersed in the game, and furthermore, they are addicted. This study aims to derive factors for social game users to continue to use by identifying the factors of domestic social network game users' attachment to social network games and empirically studying the causal relationship between these factors and the intention to continue to use them through immersion and addiction. To this end, a research model was presented that applies the main variables of the attachment theory of social network game users to games. The research model of this study surveyed general college students at S University in Seoul who tended to use social network games. As a result of the study, first, it was found that perceived stability had a significant effect on immersion and addiction. Second, it was found that perceived avoidance had a significant effect on immersion and did not have a significant effect on addiction. Third, perceived anxiety was found to have a significant effect on immersion, and it was found that it did not significantly affect addiction. Fourth, it was found that immersion did not significantly affect addiction, and it was found that it had a significant effect on continuous use intention. Fifth, addiction was found to have a significant effect on the intention to continue use. Through this, social network game users' attachment to games can provide useful implications for social network game companies to become attached to existing consumers, spreading social network game users, and improving the possibility of continuous use.

A study on continuous use intention of medical information service applications: Application of the Extended Theory of Planned Behavior

  • Seok Jin
    • 한국컴퓨터정보학회논문지
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    • 제29권2호
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    • pp.153-168
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    • 2024
  • 본 연구는 의료정보서비스 애플리케이션에 대한 지속적 이용의도에 영향을 미치는 변인들 간의 유의성을 검증하기 위해 ETPB를 기반으로 PLS-SEM을 사용하여 실증적인 연구를 진행하였다. 첫째, 개인적 특성 변수인 친밀감, 사전지식과 인지된 기대편익 변수인 비용절감은 TPB 변수인 태도, 주관적 규범, 인지된 행동통제에 유의한 영향을 미친다는 것이 확인되었다. 둘째, TPB 변수들은 행동의도에 유의한 영향을 미치고 행동의도는 지속적 이용의도에 유의한 영향을 미친다는 것이 확인되었다. 셋째, 친밀감, 사전지식, 비용절감은 의료소비자들의 인식 전환을 기반으로 하는 행동의도의 매개를 통해 지속적 이용의도에 영향을 미친다는 것이 확인되었다. 본 연구는 의료소비자들의 행동의도를 통해 의료정보서비스 애플리케이션에 대한 지속적 이용의도에 미치는 영향을 도출하여 의료소비자들의 행태를 실증적으로 규명하였다는 점에서 그 의의를 찾을 수 있다.

The Effects of Mobile Accommodation App Quality Perception on Continual Use Intention through Expectation Confirmation and Satisfaction

  • Arum Park;Sin-Bok Lee
    • International Journal of Advanced Culture Technology
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    • 제11권2호
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    • pp.345-357
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    • 2023
  • This research investigates the relationship between the information quality, service quality, and system quality of lodging apps and the users' expectations, level of satisfaction, and intent to continue using them. For this objective, 418 respondents participated in a survey. To evaluate the hypotheses, the collected data were examined using SPSS 22.0 and AMOS 22.0 statistical software. This study constructed a model using information quality, service quality, system quality, expectancy, satisfaction, and intention to continue using the pre- and post-use relationship of users of accommodation applications. The results of testing the hypotheses indicated that system quality had no significant effect on expectancy, system quality and service quality had no significant effect on satisfaction, and all other hypotheses had significant effects. The conclusion of this research is that the app's system quality, including access speed, access barriers, and privacy, does not satisfy pre- and post-use expectations. In addition, the system quality and service quality of the application have little effect on the app's satisfaction. The information quality of the application has a considerable impact on expectation confirmation and satisfaction, expectation confirmation has an impact on satisfaction, and expectation confirmation and satisfaction have an impact on intention to continue using.

Effects of Metaverse Experience Factors(4Es) on Perceived Value and Intention to Continue Use

  • Ji-Hee Jung;Jae-Ik Shin
    • 한국컴퓨터정보학회논문지
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    • 제28권8호
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    • pp.187-194
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    • 2023
  • 최근 급성장하고 있는 메타버스에 대해 신기술 도입 분야에서 많은 논의가 진행되고 있으나, 도입 초기의 메타버스 사용자 수용 정도가 기대와는 차이가 있어 현시점의 실사용자들의 지속적인 사용과 서비스 성공을 위한 연구가 이루어져야 할 것이다. 본 연구에서는 메타버스의 체험경제이론에 따른 4가지 체험요인과 지각된 가치 및 지속사용의도의 영향 관계를 규명하고자 한다. 메타버스 실사용사를 대상으로 설문조사가 이루어졌으며, 177부의 설문지를 최종적으로 분석하였다. 수집된 데이터를 SPSS 25.0와 AMOS 21.0을 이용하여 실증분석했다. 그 결과; 첫째, 메타버스의 체험요인은 지각된 가치에 긍정적인 영향을 미치는 것으로 나타났다. 둘째, 메타버스의 체험요인은 지속사용의도에 긍정적인 영향을 미치는 것으로 나타났다. 셋째, 지각된 가치는 지속사용의도에 긍정적인 영향을 미치는 것으로 나타났다. 분석 결과를 바탕으로 메타버스는 현실과의 차별성있는 다양한 체험요인을 사용자들에게 제공하고 개발해야 할 것이다. 또한, 메타버스 이용자가 지각할 수 있는 체험 환경과 가치를 제공한다면 이용자들의 지속사용의도를 높일 수 있을 것이다.

The Effect of UTAUT, Dynamic Capabilities, Utilization of Smart Factory on the Intention to Continue Using: Technology Perception Moderating Effect

  • Jin-Kwon KIM;Kyung-Soo LEE
    • 융합경영연구
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    • 제11권6호
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    • pp.43-55
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    • 2023
  • Purpose: The purpose of this study was to identify the relationship between smart factory utilization and continued use intention between UTAUT, dynamic capabilities of smart factory construction companies and present the company's strategic direction. Research design, data, and methodology: In this study, a structured research model was derived to confirm the relationship between UTAUT, dynamic capabilities, smart factory utilization and continued use intention and the difference according to Technology perception. For analysis a total of 223 valid questionnaires from e-commerce users were used. Confirmatory factor analysis, correlation analysis, and structural equations were conducted to verify. Results: Both UTAUT, dynamic capabilities had a significant effect on smart factory utilization as well as continued use intention. It was found that the relationship between UTAUT, dynamic capabilities, smart factory utilization, and continued use intention. differed depending on the technology perception. Conclusions: Organizational members utilize the smart factory in anticipation of effects such as work performance and various improvements. Smart factory data will be used continuously when it is useful for business processes and operations. It is necessary to establish strategies and provide training to improve the technical level and capabilities of organizational members. Through this, a strategy is needed that can be continuously used by utilizing the information obtained through smart factory to improve work efficiency, productivity and efficiency increase is needed

IPTV의 품질이 지속적인 사용의도에 미치는 영향 (Quality of IPTV Affecting the Intention to Continuous Using)

  • 변대호
    • 한국IT서비스학회지
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    • 제10권1호
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    • pp.73-88
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    • 2011
  • Continuous usages of Internet Protocol Television(IPTV) is regarded as one of key factors for IPTV success. Quality improvement and increasing user satisfaction are generally contributed to intention to continue using of innovation technology. We classify the quality constructs into information quality, service quality, system quality, and experience quality and find how these constructs affect on user satisfaction and intention to continue using of IPTV. We perform factor analysis to IPTV users by developing a causal relationship model and defining measurement variables for the constructs. Through regression analysis, we found information quality and experience quality are significant to affect on intention to continue using of IPTV.