Enhancing Programming Education with ChatGPT: A Case Study on Student Perceptions and Interactions in a Python Course
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Abstract (arXiv)
The integration of ChatGPT as a supportive tool in education, notably in programming courses, addresses the unique challenges of programming education by providing assistance with debugging, code generation, and explanations. Despite existing research validating ChatGPT's effectiveness, its application in university-level programming education and a detailed understanding of student interactions and perspectives remain limited. This paper explores ChatGPT's impact on learning in a Python programming course tailored for first-year students over eight weeks. By analyzing responses from surveys, open-ended questions, and student-ChatGPT dialog data, we aim to provide a comprehensive view of ChatGPT's utility and identify both its advantages and limitations as perceived by students. Our study uncovers a generally positive reception toward ChatGPT and offers insights into its role in enhancing the programming education experience. These findings contribute to the broader discourse on AI's potential in education, suggesting paths for future research and application.
Key facts. Cited by 6 papers in the map (data through 7 Oct 2026). Builds on 8 of its 19 references that are in the map. First posted on arXiv 20 Mar 2024.
Builds on
8 of 19 references.
References · 8
- 2023An Analysis of the Automatic Bug Fixing Performance of ChatGPTcited by 108
- 2023Is ChatGPT the Ultimate Programming Assistant -- How far is it?cited by 72
- 2023On the Educational Impact of ChatGPT: Is Artificial Intelligence Ready to Obtain a University Degree?cited by 47
- 2023Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutorscited by 38
- 2023Generating High-Precision Feedback for Programming Syntax Errors using Large Language Modelscited by 34
- 2023Large Language Models (GPT) for automating feedback on programming assignmentscited by 32
- 2023GPTutor: a ChatGPT-powered programming tool for code explanationcited by 22
- 2023ChatGPT impacts in programming education: A recent literature overview that debates ChatGPT responsescited by 3
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Citing papers per year: 2025: 3; 2026: 3.
6 papers.
- 2025The StudyChat Dataset: Analyzing Student Dialogues With ChatGPT in an Artificial Intelligence Coursecited by 7
- 2025Scaffolding Metacognition in Programming Education: Understanding Student-AI Interactions and Design Implicationscited by 2
- 2025Design of AI-Powered Tool for Self-Regulation Support in Programming Educationcited by 0
- 2026Access Timing as Scaffolding: A Reinforcement Learning Approach to GenAI in Educationcited by 0
- 2026AI-Assisted Help-Seeking Trajectories in Programming Education from an SRL-Informed Perspectivecited by 0
- 2026LLM Pedagogical Behavior in AI Tutoring Interactionscited by 0
- 2026LLM Pedagogical Behavior in AI Tutoring Interactions24 Aug 2026
- 2026AI-Assisted Help-Seeking Trajectories in Programming Education from an SRL-Informed Perspective22 Jun 2026
- 2026Access Timing as Scaffolding: A Reinforcement Learning Approach to GenAI in Education15 May 2026
- 2025Scaffolding Metacognition in Programming Education: Understanding Student-AI Interactions and Design Implications6 Nov 2025
- 2025Design of AI-Powered Tool for Self-Regulation Support in Programming Education3 Apr 2025
- 2025The StudyChat Dataset: Analyzing Student Dialogues With ChatGPT in an Artificial Intelligence Course11 Mar 2025