1. Predictive Analytics, Choice Architecture and Bespoke Education Tristan Denley Provost and Vice President for Academic Affairs Austin Peay State University denleyt@apsu.edu Twitter: @TDenley Tristan Denley Provost and Vice President for Academic Affairs Austin Peay State University denleyt@apsu.edu Twitter: @TDenley

4. 5.3SD increase in ABC% campus-wide. 7.7SD increase in ABC% for Pell Grant recipients.

5. WHICH MAJOR?

6. Business Social Sciences Education Health Sciences STEM Humanities Arts Meta Majors

7. DATA

8. Fingerprint Courses capture the distinctive flavour and structure of each major PredictedGradesPredictedGrades Major Fingerprint GPA GPA

9. Agriculture Biology Computer Sci HHP

10. Program Description Academic Map Successful Courses Job Cloud

11. Program Description Academic Map Successful Courses Job Cloud

12. Graduates’ Transcript Analysis Number of F’s on transcript in FINGERPRINT classes Percentage of graduates

13. Tristan Denley Provost and Vice President for Academic Affairs Austin Peay State University denleyt@apsu.edu Twitter: @TDenley Tristan Denley Provost and Vice President for Academic Affairs Austin Peay State University denleyt@apsu.edu Twitter: @TDenley