This document was developed to help technical assistance (TA) providers and state staff in planning, conducting, and documenting data analysis for program improvement. The intended audiences include state staff and national, state, and local TA providers who are involved in the data analysis for program improvement, using the State Systemic Improvement Plan (SSIP) as an example. (author abstract)