Changing Higher Ed

E319 - Student Retention: Using AI to Spot Disengagement Before Dropout

Published: July 7, 2026

Duration: 33:38

Most retention systems flag struggling students through grades and attendance. By the time those indicators fire, many students are already halfway out the door. Elvee's survey of 1,050 U.S. college students shows why: 86% start college highly motivated, 42% come close to dropping out at some point, and only 17% of those who struggle ever request help.

In this episode of the Changing Higher Ed® podcast, Dr. Drumm McNaughton speaks with Raz Dar, CEO of Elvee, whose work with U.S. colleges centers on reading behavioral data for early signals of student disengagement.

Drawing on his background in c...