Explores implications for understanding educational decision making from a cognitive science perspective. Examines three models of mind providing the methodological framework for decision-making studies. The "absent mind" embodies the behaviorist research tradition. The "functionalist mind" underwrites traditional cognitivism and artificial intelligence programming. The "materialist mind," aligning human reasoning theories with brain research, seems promising. (17 references) (MLH)