The LLM-based cohort showed a descriptively smaller share of students with no improvement, but this pattern was not statistically significant and cannot be separated from cohort differences or other ...

For the thematic analysis, only open-text response options were requested, participant feedback was codified thematically. The frequency of participants from each adult perspective was quantified and ...