From similarity to conceptual—how pictophonetic Chinese characters facilitate inductive reasoning in 5–10-year-old children

These findings indicate that orthographic awareness and literacy shape the transition from perceptual to conceptual reasoning, and that cue strength significantly influences semantic radical use. The study highlights the educational importance of supporting categorization skills and calls for further research on how character structures contribute to inductive categorization.