To efficiently assess, prioritize, and re-assess individuals respectively for intervention OR for ongoing programs/activities OR for personalized rehabilitation or training activities: A Computerized Interactive Psychological Assessment Protocol including the steps of: using a predetermined interactive media, interfacing with a client, (A) accepting some predetermined goal-relevant self-assessment responses from the client, regarding the client's respective motivation, belief, know-how, state-of-mind, activity, etc.; (B) accepting self-characterization responses from the client, regarding the client's respective personality; (C) preferably electronically characterizing the responses according to at least one metric from the list: client's response time, client's preference, among interactive task/query modes, and client's respective response physiology; and (D) electronically storing a data representation of the responses and characterizations, along with a time stamping, for use in a longitudinal analysis of the client psychological development.