Factors influencing learners learning interest when using AI chatbots-assisted math leaning in higher education

This research contributes to theory by integrating motivational constructs into technology acceptance models and extending AI applications to cognitively demanding domains. Practical implications include prioritizing user-centered design and targeted self-efficacy interventions to enhance learner engagement.

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Publication Details

Journal
Frontiers in Psychology
Published
2025-12-05
DOI
https://doi.org/10.3389/fpsyg.2025.1716913
Primary Topic
AI in Service Interactions
Type
article
Field-Weighted Citation Impact
0.00
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article

Factors influencing learners learning interest when using AI chatbots-assisted math leaning in higher education

Kang Li
Frontiers in Psychology
AI in Service Interactions
article

Factors influencing learners learning interest when using AI chatbots-assisted math leaning in higher education

Kang Li
article en

Abstract

This research contributes to theory by integrating motivational constructs into technology acceptance models and extending AI applications to cognitively demanding domains. Practical implications include prioritizing user-centered design and targeted self-efficacy interventions to enhance learner engagement.

Frontiers in PsychologyVol. 16
Zhejiang University of Water Resource and Electric Power (CN)
Openalex Percentile: Top 79%
AI in Service Interactions
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Factors influencing learners learning interest when using AI chatbots-assisted math leaning in higher education — Kang Li · Frontiers in Psychology (2025) | TGRS Research Map | TGRS