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Predic've Analy'cs Repor'ng Framework
Heidi Hiemstra
Director, Research
Reusable predic5ve models
Common Defini5ons of terms
Student-‐level watch lists for
targeted interven5ons
Mul5-‐Ins5tu5onal collabora5on
Measurable Interven5on results
PREDICT
ACT
RESULTS
Common Defini5ons of interven5ons
39 forward-‐thinking US Colleges and Universi'es
Delivered through:
Higher Educa5on Collabora5ve for Ins5tu5onal Effec5veness and Student Success
Ini5al funding and support
from:
Visual Analy'cs
Data-‐driven insights Na'onal, non-‐profit
§ Includes 600+ total interven5ons at PAR member ins5tu5ons
§ Ability to compare among all PAR ins5tu5ons
Literature-‐based tool to inventory and benchmark student services and interven'ons
Higher Educa5on Collabora5ve for Ins5tu5onal Effec5veness and Student Success
Customized models to predict student risk and give insight on student a:ributes
Higher Educa5on Collabora5ve for Ins5tu5onal Effec5veness and Student Success
Outcomes modeled include: § Reten5on § Course comple5on § Sa5sfactory academic progress § Comple5on
Ins5tu5on X
Student-‐level data +
common data defini5ons =
deeply drillable compara5ve reports
Higher Educa5on Collabora5ve for Ins5tu5onal Effec5veness and Student Success
Higher Educa5on Collabora5ve for Ins5tu5onal Effec5veness and Student Success