Introduces the Cognitive-Motivational Model of Decision Satisfaction that extends work on closure and the motivational aspects of instruction and learning. Recognizes the importance of information processing in judgmental tasks and specifies confidence as a major contributing factor to learning satisfaction. Suggests potential applications to classroom and computer-based learning environments. (Contains 66 references.) (Author/LRW)