Skip to main content
AttendanceData

The return on showing up

What is attendance data worth at your institution?

Built from the Credé, Roch & Kieszczynka study, then calculated with your enrollment, tuition, dropout rate, and recovery assumption.

Evidence base

ρ = .44attendance and class grades

Study scale

21,195students across 69 samples

Planning impact

5%default recovery case—not a study result

Your numbers

$

Tuition and fees, net of institutional aid — not sticker price.

%
%

The study proves predictive value, not a retention lift. We use 5% as a conservative planning case; test 1% for a stricter downside case.

The study establishes predictive value, not retention lift. These are planning scenarios.

Planning-case annual tuition revenue protected

$1,944,000

Students lost each year
2,160
Tuition revenue walking out the door
$38,880,000
Students retained in this scenario
108.0
Five-year cumulative
$9,720,000
Plan a campus pilot

Why attendance, and why now

The earliest warning sign is the one most campuses discard.

Across 69 samples and 21,195 students, attendance predicted grades better than SAT scores, high school GPA, study habits, or study skills.

The study supports attendance as an early signal. The selected recovery rate is your planning assumption.

Read the research →

Next step

See what your next term could protect.

Bring your numbers. Leave with a focused pilot plan.

Plan a campus pilot