Cross-sectional study shows ChatGPT enhances autonomy and competence in students, suggesting varied motivation profiles.
This study examines how generative AI (GenAI), specifically ChatGPT, relates to student motivation and basic psychological need satisfaction in lower-secondary education from a self-determination theory perspective. While generative AI is increasingly used in classrooms, it remains unclear how its use is associated with different motivational profiles across instructional contexts. Using a cross-sectional sample of 2,469 students (grades 7–8), we compared two instructional contexts: (a) rubric-based, self-regulated competency-based learning (CBL) implemented with or without ChatGPT integration, and (b) teacher-directed learning (TDL) organized in a traditional 45-minute lesson format with limited self-regulated phases. To capture both overall differences and profile-specific patterns, we combined person-centered latent profile analysis with variable-centered mean comparisons. The results show that ChatGPT use in CBL is associated with higher autonomy support and competence satisfaction, but also with a greater proportion of low-quality motivational profiles compared to non-AI CBL. At the same time, these profiles in the ChatGPT-supported context exhibit higher intrinsic and identified motivation than comparable profiles in both non-AI CBL and TDL. In contrast, relatedness appears less pronounced in the ChatGPT-supported context, which may help explain why the overall motivational distribution does not exceed the already high baseline of non-AI CBL. These findings point to systematic differences in motivational quality associated with ChatGPT use and highlight the importance of considering learner heterogeneity when integrating generative AI into autonomy-supportive instructional settings.
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Schweder et al. (2026) studied this question.
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