Explores need for development of validation and certification procedures. Performance measures used for these procedures must come from on-job experiences. Validity of measures depends on similarity of participant's performance to job exercises. Outlines how to develop reliable job performance measures necessary for job certification and validation of performance improvement systems. (CSS)