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Determinants of Intention to Use ChatGPT for Educational Purposes: Findings from PLS-SEM and fsQCA
16 references·16 citing·30 second hopsampled
Determinants of Intention to Use ChatGPT for Educational Purposes: Findings from PLS-SEM and fsQCA (2023)Determinants of Intention to Use ChatGPT …Education in the Era of Generative Artificial Intelligence (AI): Understanding the Potential Benefits of ChatGPT in Promoting Teaching and Learning (2023)Education in the Era of Gener…When to use and how to report the results of PLS-SEM (2018)When to use and how to report…Factors influencing adoption of mobile banking by Jordanian bank customers: Extending UTAUT2 with trust (2017)Factors influencing adoption …Factors affecting the adoption of e-learning systems in Qatar and USA: Extending the Unified Theory of Acceptance and Use of Technology 2 (UTAUT2) (2017)Factors affecting the adoptio…A new criterion for assessing discriminant validity in variance-based structural equation modeling (2014)A new criterion for assessing…Understanding the Internet banking adoption: A unified theory of acceptance and use of technology and perceived risk application (2013)Understanding the Internet ba…Consumer Acceptance and Use of Information Technology: Extending the Unified Theory of Acceptance and Use of Technology1 (2012)Consumer Acceptance and Use o…User Acceptance of Hedonic Information Systems1 (2004)User Acceptance of Hedonic In…User Acceptance of Information Technology: Toward A Unified View1 (2003)User Acceptance of Informatio…Trust and TAM in Online Shopping: An Integrated Model1 (2003)Trust and TAM in Online Shopp…Common method biases in behavioral research: A critical review of the literature and recommended remedies. (2003)Common method biases in behav…A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies (2000)A Theoretical Extension of th…A Conceptual and Operational Definition of Personal Innovativeness in the Domain of Information Technology (1998)A Conceptual and Operational …Work and/or Fun: Measuring Hedonic and Utilitarian Shopping Value (1994)Work and/or Fun: Measuring He…Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology (1989)Perceived Usefulness, Perceiv…Measurement of Consumer Susceptibility to Interpersonal Influence (1989)Measurement of Consumer Susce…TAM and IS success model on digital library use, user satisfaction and net benefits: Indonesian open university context (2025)TAM and IS success model on d…Integrating the adapted UTAUT model with moral obligation, trust and perceived risk to predict ChatGPT adoption for assessment support: A survey with students (2024)Integrating the adapted UTAUT…Factors Influencing University Students' Behavioural Intention to Use Generative Artificial Intelligence for Educational Purposes Based on a Revised UTAUT2 Model (2024)Factors Influencing Universit…Exploring factors influencing the acceptance of ChatGPT in higher education: A smart education perspective (2024)Exploring factors influencing…Examining the moderating effect of motivation on technology acceptance of generative AI for English as a foreign language learning (2024)Examining the moderating effe…Examining Students’ Acceptance and Use of ChatGPT in Saudi Arabian Higher Education (2024)Examining Students’ Acceptanc…Examining ChatGPT adoption among educators in higher educational institutions using extended UTAUT model (2024)Examining ChatGPT adoption am…Economics students’ behavioural intention and usage of ChatGPT in higher education: a hybrid structural equation modelling-artificial neural network approach (2024)Economics students’ behaviour…Could AI Ethical Anxiety, Perceived Ethical Risks and Ethical Awareness About AI Influence University Students’ Use of Generative AI Products? An Ethical Perspective (2024)Could AI Ethical Anxiety, Per…ChatGPT usage and attitudes are driven by perceptions of usefulness, ease of use, risks, and psycho-social impact: a study among university students in the UAE (2024)ChatGPT usage and attitudes a…ChatGPT adoption and anxiety: a cross-country analysis utilising the unified theory of acceptance and use of technology (UTAUT) (2024)ChatGPT adoption and anxiety:…Acceptance and use of artificial intelligence and AI-based applications in education: A meta-analysis and future direction (2024)Acceptance and use of artific…A multinational study on the factors influencing university students’ attitudes and usage of ChatGPT (2024)A multinational study on the …Factors Influencing Learner Attitudes Towards ChatGPT-Assisted Language Learning in Higher Education (2023)Factors Influencing Learner A…ChatGPT in higher education learning: Acceptance and use (2023)ChatGPT in higher education l…Are users willing to embrace ChatGPT? Exploring the factors on the acceptance of chatbots from the perspective of AIDUA framework (2023)Are users willing to embrace …Belief, Attitude, Intention and Behavior: An Introduction to Theory and Research (1975)Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives (1999)Common Method Variance in IS Research: A Comparison of Alternative Approaches and a Reanalysis of Past Research (2006)Understanding knowledge sharing in virtual communities: An integration of social capital and social cognitive theories (2006)A trust-based consumer decision-making model in electronic commerce: The role of trust, perceived risk, and their antecedents (2007)Self-efficacy mechanism in human agency. (1982)User Acceptance of Computer Technology: A Comparison of Two Theoretical Models (1989)A Paradigm for Developing Better Measures of Marketing Constructs (1979)Evaluating Structural Equation Models with Unobservable Variables and Measurement Error (1981)Consumer Perceptions of Price, Quality, and Value: A Means-End Model and Synthesis of Evidence (1988)Consumer perceived value: The development of a multiple item scale (2001)The Chain of Effects from Brand Trust and Brand Affect to Brand Performance: The Role of Brand Loyalty (2001)Using PLS Path Modeling for Assessing Hierarchical Construct Models: Guidelines and Empirical Illustration1 (2009)The theory of planned behavior (1991)Older Adults' Reasons for Using Technology while Aging in Place (2015)Diffusion of Innovations 1 (2019)Self-Reports in Organizational Research: Problems and Prospects (1986)Structural Equations with Latent Variables. (1991)Technology Acceptance Model 3 and a Research Agenda on Interventions (2008)Sources of Method Bias in Social Science Research and Recommendations on How to Control It (2011)Common Method Bias in PLS-SEM (2015)PLS-SEM: Indeed a Silver Bullet (2011)Partial Least Squares Structural Equation Modeling (2017)Assessing measurement model quality in PLS-SEM using confirmatory composite analysis (2019)Using PLS path modeling in new technology research: updated guidelines (2016)Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R (2021)Does Gamification Work? -- A Literature Review of Empirical Studies on Gamification (2014)Why Don’t Men Ever Stop to Ask for Directions? Gender, Social Influence, and Their Role in Technology Acceptance and Usage Behavior1 (2000)Unified Theory of Acceptance and Use of Technology: A Synthesis and the Road Ahead (2016)Re-examining the Unified Theory of Acceptance and Use of Technology (UTAUT): Towards a Revised Theoretical Model (2017)
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References

  • 2003Common method biases in behavioral research: A critical review of the literature and recommended remedies.81,863 cited
  • 1989Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology68,271 cited
  • 2003User Acceptance of Information Technology: Toward A Unified View144,945 cited
  • 2014A new criterion for assessing discriminant validity in variance-based structural equation modeling38,283 cited
  • 2018When to use and how to report the results of PLS-SEM27,424 cited
  • 2000A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies22,991 cited
  • 2012Consumer Acceptance and Use of Information Technology: Extending the Unified Theory of Acceptance and Use of Technology115,720 cited
  • 2003Trust and TAM in Online Shopping: An Integrated Model18,618 cited
  • 1994Work and/or Fun: Measuring Hedonic and Utilitarian Shopping Value6,019 cited
  • 2004User Acceptance of Hedonic Information Systems13,849 cited
  • 1998A Conceptual and Operational Definition of Personal Innovativeness in the Domain of Information Technology3,573 cited
  • 2023Education in the Era of Generative Artificial Intelligence (AI): Understanding the Potential Benefits of ChatGPT in Promoting Teaching and Learning2,993 cited
  • 1989Measurement of Consumer Susceptibility to Interpersonal Influence2,228 cited
  • 2017

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Factors influencing adoption of mobile banking by Jordanian bank customers: Extending UTAUT2 with trust
1,593 cited
  • 2013Understanding the Internet banking adoption: A unified theory of acceptance and use of technology and perceived risk application1,442 cited
  • 2017Factors affecting the adoption of e-learning systems in Qatar and USA: Extending the Unified Theory of Acceptance and Use of Technology 2 (UTAUT2)469 cited
  • Cited by

    • 2023Are users willing to embrace ChatGPT? Exploring the factors on the acceptance of chatbots from the perspective of AIDUA framework349 cited
    • 2024A multinational study on the factors influencing university students’ attitudes and usage of ChatGPT295 cited
    • 2024ChatGPT adoption and anxiety: a cross-country analysis utilising the unified theory of acceptance and use of technology (UTAUT)208 cited
    • 2024Exploring factors influencing the acceptance of ChatGPT in higher education: A smart education perspective194 cited
    • 2023Factors Influencing Learner Attitudes Towards ChatGPT-Assisted Language Learning in Higher Education180 cited
    • 2023ChatGPT in higher education learning: Acceptance and use176 cited
    • 2025TAM and IS success model on digital library use, user satisfaction and net benefits: Indonesian open university context170 cited
    • 2024Could AI Ethical Anxiety, Perceived Ethical Risks and Ethical Awareness About AI Influence University Students’ Use of Generative AI Products? An Ethical Perspective143 cited
    • 2024Examining the moderating effect of motivation on technology acceptance of generative AI for English as a foreign language learning126 cited
    • 2024Economics students’ behavioural intention and usage of ChatGPT in higher education: a hybrid structural equation modelling-artificial neural network approach100 cited
    • 2024Integrating the adapted UTAUT model with moral obligation, trust and perceived risk to predict ChatGPT adoption for assessment support: A survey with students95 cited
    • 2024Examining Students’ Acceptance and Use of ChatGPT in Saudi Arabian Higher Education93 cited
    • 2024ChatGPT usage and attitudes are driven by perceptions of usefulness, ease of use, risks, and psycho-social impact: a study among university students in the UAE92 cited
    • 2024Examining ChatGPT adoption among educators in higher educational institutions using extended UTAUT model80 cited
    • 2024Acceptance and use of artificial intelligence and AI-based applications in education: A meta-analysis and future direction76 cited
    • 2024Factors Influencing University Students' Behavioural Intention to Use Generative Artificial Intelligence for Educational Purposes Based on a Revised UTAUT2 Model74 cited