The Short Version
The evidence supports structured, predictable environments as beneficial for many autistic learners, but not as the strongest predictor of academic success. More rigorous studies point instead to cognitive and developmental factors such as executive functioning, IQ, language, and processing speed, with other influences varying by age and setting. No strong evidence establishes classroom structure and transitions as the top predictor across both short- and long-term outcomes.