This paper distinguishes features of automated adaptive guidance used in K-12 instructional
settings and recommends directions for design. We use meta-analysis to synthesize 24
independent comparisons between automated adaptive guidance and guidance provided
during typical teacher-led instruction, and 29 comparisons that isolate the effects of specific
adaptive guidance design features in computer-based instruction. We find automated
adaptive guidance to be significantly more effective than guidance provided in typical …