For DVC / PVC Students
Lagging data tells you who left. These are the leading indicators that move weeks earlier, while you can still change the outcome.
The retention signal your SIS can't give you until it's too late.
Leading retention indicators for DVC and PVC Students: six-week wellbeing trajectory, pre-census withdrawal signal, and equity-cohort engagement, weeks before the SIS notices.
01
Six-week wellbeing trajectory
Today: an end-of-semester survey, a year late.
The slope of cohort wellbeing across weeks one to six, by audience tag.
02
Pre-census withdrawal signal
Today: the SIS only sees a student after census date.
Check-in and help-request patterns that flag risk before a student formally drops.
03
Equity-cohort engagement, week by week
Today: the SIS holds the attribute, but nothing slices live engagement by it.
First-in-family and other equity cohorts compared to the baseline, week by week.
Related solutions
See it for your next cohort.
Currently meeting with universities.