When crisis awareness weakens rational evaluation: the conditional role of information quality in college English teachers' adoption of generative AI

Generative artificial intelligence (GenAI) is rapidly transforming higher education. However, the psychological mechanisms underlying its adoption among educators remain insufficiently understood. Drawing on an extended Technology Acceptance Model (TAM) and Threat Rigidity Theory (TRT), this study examines how cognitive evaluations and crisis awareness (CA) jointly influence college English teachers' willingness to adopt (WTA) GenAI. Data were collected from 335 university English teachers in China and analyzed using structural equation modeling. The results show that perceived usefulness and information quality are significant predictors of WTA, whereas perceived ease of use and CA do not exert significant direct effects. More importantly, CA exhibits a conditional moderating role. It significantly weakens the positive relationship between information quality and WTA. This finding suggests that under high levels of perceived professional threat, teachers may rely less on rational evaluation of AI-generated content and instead prioritize rapid adaptation. This study extends the TAM by integrating informational and psychological factors and reveals the selective boundary conditions of CA in artificial intelligence adoption.

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Publication Details

Journal
Frontiers in Psychology
Published
2026-04-28
DOI
https://doi.org/10.3389/fpsyg.2026.1822948
Primary Topic
AI in Service Interactions
Type
article
Field-Weighted Citation Impact
0.00

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article

When crisis awareness weakens rational evaluation: the conditional role of information quality in college English teachers' adoption of generative AI

Haibo Liu, Yan Cheng
Frontiers in Psychology
AI in Service Interactions
article

When crisis awareness weakens rational evaluation: the conditional role of information quality in college English teachers' adoption of generative AI

Haibo Liu, Yan Cheng
article en

Abstract

Generative artificial intelligence (GenAI) is rapidly transforming higher education. However, the psychological mechanisms underlying its adoption among educators remain insufficiently understood. Drawing on an extended Technology Acceptance Model (TAM) and Threat Rigidity Theory (TRT), this study examines how cognitive evaluations and crisis awareness (CA) jointly influence college English teachers' willingness to adopt (WTA) GenAI. Data were collected from 335 university English teachers in China and analyzed using structural equation modeling. The results show that perceived usefulness and information quality are significant predictors of WTA, whereas perceived ease of use and CA do not exert significant direct effects. More importantly, CA exhibits a conditional moderating role. It significantly weakens the positive relationship between information quality and WTA. This finding suggests that under high levels of perceived professional threat, teachers may rely less on rational evaluation of AI-generated content and instead prioritize rapid adaptation. This study extends the TAM by integrating informational and psychological factors and reveals the selective boundary conditions of CA in artificial intelligence adoption.

Frontiers in PsychologyVol. 17
Jilin Normal University (CN), Qilu University of Technology (CN), Jilin Engineering Normal University (CN), Changzhou Vocational Institute of Engineering (CN)
Department of Education of Shandong Province
Quality Education
Openalex Percentile: Top 10%
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When crisis awareness weakens rational evaluation: the conditional role of information quality in college English teachers' adoption of generative AI — Haibo Liu, Yan Cheng · Frontiers in Psychology (2026) | TGRS Research Map | TGRS