Simulate policy impacts on sub-groups using prior-year student datasets

Two-year to four-yearappliesFour-year to two-yearappliesFour-year to four-yearapplies

Mechanism

Institutional research simulates a proposed policy against prior-year data before it goes live. Policies that would have hurt transfer students get caught while they are still drafts.

Preconditions

A historical database of enrollment, course-taking and graduation records.

Owner, by role

Director of Institutional Research / VP of Academic Affairs

Who can act

One institution alone

Effort

Small, 3 months to first visible effect

Outcome metric

Policies adopted with supporting analysis; registration hold bottlenecks reduced

Failure modes

IR offices may lack the staff capacity to run complex simulations, delaying policy decisions.

Contra-indications

None stated