Learning Analytics of Students’ Interaction with ChatGPT in Programming Education: A Process-Oriented Analysis
Generative AI tools are now widely used in undergraduate programming, yet most evidence about how students use them comes from self-report rather than from observed behaviour. This study examined the sequential structure of students’ ChatGPT (GPT- 4o, OpenAI)-supported programming work and the cognitive complexity of t...