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Evaluating the Current State of ChatGPT and Its Disruptive Potential : An Empirical Study of Korean Users

첫 페이지 보기
  • 발행기관
    한국경영정보학회 바로가기
  • 간행물
    Asia Pacific Journal of Information Systems KCI 등재 SCOPUS 바로가기
  • 통권
    제33권 제4호 (2023.12)바로가기
  • 페이지
    pp.1058-1092
  • 저자
    Jiwoong Choi, Jinsoo Park, Jihae Suh
  • 언어
    영어(ENG)
  • URL
    https://www.earticle.net/Article/A440273

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원문정보

초록

영어
This study investigates the perception and adoption of ChatGPT (a large language model (LLM)-based chatbot created by OpenAI) among Korean users and assesses its potential as the next disruptive innovation. Drawing on previous literature, the study proposes perceived intelligence and perceived anthropomorphism as key differentiating factors of ChatGPT from earlier AI-based chatbots. Four individual motives (i.e., perceived usefulness, ease of use, enjoyment, and trust) and two societal motives (social influence and AI anxiety) were identified as antecedents of ChatGPT acceptance. A survey was conducted within two Korean online communities related to artificial intelligence, the findings of which confirm that ChatGPT is being used for both utilitarian and hedonic purposes, and that perceived usefulness and enjoyment positively impact the behavioral intention to adopt the chatbot. However, unlike prior expectations, perceived ease-of-use was not shown to exert significant influence on behavioral intention. Moreover, trust was not found to be a significant influencer to behavioral intention, and while social influence played a substantial role in adoption intention and perceived usefulness, AI anxiety did not show a significant effect. The study confirmed that perceived intelligence and perceived anthropomorphism are constructs that influence the individual factors that influence behavioral intention to adopt and highlights the need for future research to deconstruct and explore the factors that make ChatGPT “enjoyable” and “easy to use” and to better understand its potential as a disruptive technology. Service developers and LLM providers are advised to design user-centric applications, focus on user-friendliness, acknowledge that building trust takes time, and recognize the role of social influence in adoption.

목차

ABSTRACT
Ⅰ. Introduction
Ⅱ. Theoretical Background
2.1. Identifying the Characteristics of ChatGPT
2.2. ChatGPT as a Dual-Purpose Information Systems
2.3. Individual Factors
2.4. Societal Factors
Ⅲ. Research Model and Hypothesis Development
3.1. Research Model
3.2. Hypothesis Development
Ⅳ. Materials and Methods
4.1. Subject of Survey
4.2. Instrument Development
4.3. Execution of Survey and Data Collection
4.4. Research Model
4.5. Check for Common Method Bias
4.6. Measurement Model Evaluation
Ⅴ. Results
5.1. Check for Collinearity Issues
5.2. Hypothesis Testing
Ⅵ. Discussions
6.1. Perceived Ease of Use with Behavioral Intention
6.2. Perceived Trust with Behavioral Intention
6.3. AI Anxiety with Behavioral Intentions
6.4. Extended study: Disentangling Utilitarian and Hedonic Motivations
6.5. Theoretical Contributions and Practical Implications
6.6. Limitations and Future Research
Ⅶ. Conclusion
Acknowledgements

키워드

ChatGPT Conversational Artificial Intelligence Disruptive Innovation Technology Acceptance Model (TAM) Dual Purpose Information Systems Trust AI Anxiety

저자

  • Jiwoong Choi [ Master's degree, Management Information Systems, Business School, Seoul National University, Korea ]
  • Jinsoo Park [ Professor, Management Information Systems, Business School, Seoul National University, Korea ]
  • Jihae Suh [ Assistant Professor, Management Information Systems, Business School, Seoul National University of Science & Technology, Korea ] Corresponding Author

참고문헌

자료제공 : 네이버학술정보

간행물 정보

발행기관

  • 발행기관명
    한국경영정보학회 [The Korea Society of Management information Systems]
  • 설립연도
    1989
  • 분야
    사회과학>경영학
  • 소개
    이 학회는 경영정보학의 연구 및 교류를 촉진하고 학문의 발전과 응용에 공헌함을 목적으로 합니다.

간행물

  • 간행물명
    Asia Pacific Journal of Information Systems
  • 간기
    계간
  • pISSN
    2288-5404
  • eISSN
    2288-6818
  • 수록기간
    1990~2026
  • 등재여부
    KCI 등재,SCOPUS
  • 십진분류
    KDC 325 DDC 658

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