Talking mathematics with AI: Understanding teachers’ motivation for utilizing chatbots

How About A Nice Game of Chess? A conversation like this with a computer agent was long the preserve of science fiction films. However, the rapid technological development of recent years suggests that chatbots can be used to engage in serious conversations on complex topics. Chatbots are also increasingly being used in educational contexts, which led us to investigate what might motivate mathematics teachers to use chatbots for teaching purposes. To determine the source of motivation for mathematics teachers using chatbots for teaching purposes, we conducted a digital questionnaire study involving 448 teachers. With the collected data, we conducted a structural equation modelling analysis. The results of our study show that Performance Expectancy, Effort Expectancy, and Social Influence affect mathematics teachers’ Behavioral Intentions concerning chatbot use and that Behavioral Intentions and Facilitating Conditions influence mathematics teachers’ actual use of chatbots for teaching purposes.

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Publication Details

Journal
Computers and Education Open
Published
2026-04-12
DOI
https://doi.org/10.1016/j.caeo.2026.100359
Primary Topic
AI in Service Interactions
Type
article
Field-Weighted Citation Impact
0.00
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article

Talking mathematics with AI: Understanding teachers’ motivation for utilizing chatbots

Tommy Tanu Wijaya, Robert Weinhandl, Christoph Helm, Viktoria Riegler et al.
Computers and Education Open
AI in Service Interactions
article

Talking mathematics with AI: Understanding teachers’ motivation for utilizing chatbots

Tommy Tanu Wijaya, Robert Weinhandl, Christoph Helm, Viktoria Riegler, Selina Baldinger, Valentina Bleckenwegner, Jonas Mayrhofer, Branko Andic
article en

Abstract

How About A Nice Game of Chess? A conversation like this with a computer agent was long the preserve of science fiction films. However, the rapid technological development of recent years suggests that chatbots can be used to engage in serious conversations on complex topics. Chatbots are also increasingly being used in educational contexts, which led us to investigate what might motivate mathematics teachers to use chatbots for teaching purposes. To determine the source of motivation for mathematics teachers using chatbots for teaching purposes, we conducted a digital questionnaire study involving 448 teachers. With the collected data, we conducted a structural equation modelling analysis. The results of our study show that Performance Expectancy, Effort Expectancy, and Social Influence affect mathematics teachers’ Behavioral Intentions concerning chatbot use and that Behavioral Intentions and Facilitating Conditions influence mathematics teachers’ actual use of chatbots for teaching purposes.

Computers and Education OpenVol. 10
Johannes Kepler University of Linz (AT), Beijing Normal University (CN)
Openalex Percentile: Top 20%
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