1) The document discusses developing measures of self-regulated learning capabilities and self-directed career capabilities using Rasch modeling to improve the validity and generalizability of scales. 2) Surveys were administered to students in educational sciences and psychology programs. Four distinct scales were identified measuring different constructs. 3) Differences were found between the student groups in their responses to some items, indicating the need to further validate measures across populations.