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Academics as adopters of generative AI: an application of diffusion of innovations theory
16 references·0 citing·36 second hop
Academics as adopters of generative AI: an application of diffusion of innovations theory (2025)Academics as adopters of generative AI: a…Investigation of the moderation effect of gender and study level on the acceptance and use of generative AI by higher education students: Comparative evidence from Poland and Egypt (2024)Investigation of the moderati…Exploring University Students’ Adoption of ChatGPT Using the Diffusion of Innovation Theory and Sentiment Analysis With Gender Dimension (2024)Exploring University Students…Use of ChatGPT in academia: Academic integrity hangs in the balance (2023)Use of ChatGPT in academia: A…Determinants of Intention to Use ChatGPT for Educational Purposes: Findings from PLS-SEM and fsQCA (2023)Determinants of Intention to …Partial Least Squares Structural Equation Modeling (2021)Partial Least Squares Structu…Integrating Technology Acceptance Model With Innovation Diffusion Theory: An Empirical Investigation on Students’ Intention to Use E-Learning Systems (2019)Integrating Technology Accept…Mirror, mirror on the wall: a comparative evaluation of composite-based structural equation modeling methods (2017)Mirror, mirror on the wall: a…Discriminant validity testing in marketing: an analysis, causes for concern, and proposed remedies (2015)Discriminant validity testing…A new criterion for assessing discriminant validity in variance-based structural equation modeling (2014)A new criterion for assessing…Consumer Acceptance and Use of Information Technology: Extending the Unified Theory of Acceptance and Use of Technology1 (2012)Consumer Acceptance and Use o…Common Method Bias in Marketing: Causes, Mechanisms, and Procedural Remedies (2012)Common Method Bias in Marketi…User Acceptance of Information Technology: Toward A Unified View1 (2003)User Acceptance of Informatio…Common method biases in behavioral research: A critical review of the literature and recommended remedies. (2003)Common method biases in behav…A Conceptual and Operational Definition of Personal Innovativeness in the Domain of Information Technology (1998)A Conceptual and Operational …Development of an Instrument to Measure the Perceptions of Adopting an Information Technology Innovation (1991)Development of an Instrument …Evaluating Structural Equation Models with Unobservable Variables and Measurement Error (1981)Evaluating Structural Equatio…Structural Equations with Latent Variables. (1991)Sources of Method Bias in Social Science Research and Recommendations on How to Control It (2011)Common Method Bias in Public Management Studies (2014)Detecting Common Method Bias (2019)Enhancing consumer engagement in e-commerce live streaming via relational bonds (2020)Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology (1989)The theory of planned behavior (1991)Older Adults' Reasons for Using Technology while Aging in Place (2015)Diffusion of Innovations 1 (2019)A Coefficient of Agreement for Nominal Scales (1960)Understanding Information Technology Usage: A Test of Competing Models (1995)Belief, Attitude, Intention and Behavior: An Introduction to Theory and Research (1975)Self-Reports in Organizational Research: Problems and Prospects (1986)Technology Acceptance Model 3 and a Research Agenda on Interventions (2008)Common Method Bias in PLS-SEM (2015)Understanding Attitudes and Predicting Social Behavior (1980)Structural Equations with Latent Variables (1989)User Acceptance of Computer Technology: A Comparison of Two Theoretical Models (1989)Time Flies When You’re Having Fun: Cognitive Absorption and Beliefs About Information Technology Usage1 (2000)Developing and Validating Trust Measures for e-Commerce: An Integrative Typology (2002)Structural equation modeling in practice: A review and recommended two-step approach. (1988)Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives (1999)Heuristics versus statistics in discriminant validity testing: a comparison of four procedures (2019)The art of writing literature review: What do we know and what do we need to know? (2020)Reporting reliability, convergent and discriminant validity with structural equation modeling: A review and best-practice recommendations (2023)A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies (2000)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)Significance tests and goodness of fit in the analysis of covariance structures. (1980)On the Evaluation of Structural Equation Models (1988)Using PLS path modeling in new technology research: updated guidelines (2016)When to use and how to report the results of PLS-SEM (2018)Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R (2021)Scientific procedures and rationales for systematic literature reviews (SPAR‐4‐SLR) (2021)Partial Least Squares Structural Equation Modeling (PLS-SEM) in second language and education research: Guidelines using an applied example (2022)
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References

  • 1981Evaluating Structural Equation Models with Unobservable Variables and Measurement Error108,884 cited
  • 2003Common method biases in behavioral research: A critical review of the literature and recommended remedies.81,863 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
  • 2012Consumer Acceptance and Use of Information Technology: Extending the Unified Theory of Acceptance and Use of Technology115,720 cited
  • 1991Development of an Instrument to Measure the Perceptions of Adopting an Information Technology Innovation9,145 cited
  • 1998A Conceptual and Operational Definition of Personal Innovativeness in the Domain of Information Technology3,573 cited
  • 2012Common Method Bias in Marketing: Causes, Mechanisms, and Procedural Remedies3,045 cited
  • 2017Mirror, mirror on the wall: a comparative evaluation of composite-based structural equation modeling methods2,575 cited
  • 2015Discriminant validity testing in marketing: an analysis, causes for concern, and proposed remedies2,105 cited
  • 2021Partial Least Squares Structural Equation Modeling1,475 cited
  • 2019Integrating Technology Acceptance Model With Innovation Diffusion Theory: An Empirical Investigation on Students’ Intention to Use E-Learning Systems435 cited
  • 2023Determinants of Intention to Use ChatGPT for Educational Purposes: Findings from PLS-SEM and fsQCA

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430 cited
  • 2023Use of ChatGPT in academia: Academic integrity hangs in the balance391 cited
  • 2024Investigation of the moderation effect of gender and study level on the acceptance and use of generative AI by higher education students: Comparative evidence from Poland and Egypt258 cited
  • 2024Exploring University Students’ Adoption of ChatGPT Using the Diffusion of Innovation Theory and Sentiment Analysis With Gender Dimension218 cited
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