Our qualitative analysis highlights significant improvements in the outputs of THINKAND-EXECUTE compared to baseline methods, specifically in the coherence and relevance of generated responses.
The results reveal significant differences in intrinsic motivational levels across programming roles, indicating that students’ choice of roles significantly impacts their engagement in collaborative learning environments.