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Original scientific paper

https://doi.org/10.21860/j.16.1.12

Learner perception changes of ChatGPT over ten days: Focusing on psychological anthropomorphism, privacy concerns and trust

Jinyoung Han orcid id orcid.org/0000-0001-6579-7610 ; Artificial Intelligence Humanities Research Institute, Chung-Ang University, Seoul, Republic of Korea
Jung Lee ; Division of Global Business & Technology, Hankuk University of Foreign Studies, Yongin-si, Gyeonggi-do, Republic of Korea. *
Juyeon Ham ; College of Business, Chosun University, Gwangju, Republic of Korea

* Corresponding author.


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Abstract

Given the increasing popularity of generative artificial intelligence (GAI) among students, this study examined learners' experiences before and after a Python programming course using ChatGPT, conducted as part of a data-processing course. Using a pre-post study design, we gathered data from 23 participants to investigate the changes in learners’ perceptions of ChatGPT, including perceived psychological anthropomorphism, privacy concerns, trust in ChatGPT, and continuance intentions. Our quantitative analysis revealed that perceived psychological anthropomorphism, privacy concerns, and trust increased significantly after participating in the course. The study also found that, despite being beginners in programming, learners showed a willingness to continue exploring related content after participating in the course. The participants also expressed that the use of ChatGPT lowered barriers to learning programming and text mining. These findings should be considered when planning or designing GAI-related literacy education programmes in the future.

Keywords

ChatGPT; Python programming course; privacy concern; psychological anthropomorphism; trust; learner awareness

Hrčak ID:

344179

URI

https://hrcak.srce.hr/344179

Publication date:

6.2.2026.

Article data in other languages: croatian

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