Using Case-Based Reasoning to Develop Computerized Guidance for Effective Practice

SUMMARY Research on expertise suggests that several years of extensive practice should lead to the development of good insights into effective practice. This paper describes this research and what it suggests about ways to capture and utilize such expertise in a computerized training simulator. Case-based reasoning is looked at as a way to interpret this research and its utilization. The paper also summarizes a project that is collecting such experience-based insights in the child welfare field. Particular attention is directed at ways to validate the experiential insights collected.