Predictive Analytics, Choice Architecture

and Bespoke Education

Tristan Denley Provost and Vice President for

Academic AffairsAustin Peay State University

denleyt@apsu.eduTwitter: @TDenley

•5.3SD increase in ABC% campus-wide.

•7.7SD increase in ABC% for Pell Grant recipients.

WHICHMAJOR?

Business

Social Sciences Education

Health Sciences

STEM

Humanities

Arts

Meta Majors

DATA

Fingerprint Courses capture the distinctive flavour and structure of

each major

Predicted Grades

Major Fingerpri

ntGPA

Agriculture

Biology

Computer Sci

HHP

Program Description

Academic Map

Successful Courses

Job Cloud

Program Description

Academic Map

Successful Courses

Job Cloud

Graduates’ Transcript Analysis

Number of F’s on transcript in FINGERPRINT classes

Perc

enta

ge o

f gra

duate

s

Tristan Denley Provost and Vice President for

Academic AffairsAustin Peay State University

denleyt@apsu.eduTwitter: @TDenley