Internet Learning Volume 6, Number 2, Fall 2017/Winter 2018 | Page 15

Internet Learning Journal Table 2: Sample Data Feature List, by Modality On-Ground Predictor Average Number of Days Enrolled Before Start (Current Term) GPA (Prior Term) High School GPA Change in GPA Age Average Count of Discrete Days of Any LMS Activity Average Count of LMS Course Material Activities Average Count of LMS Discussion Board Activities Average Count of LMS Gradebook Activities Average Credits Attempted (Cumulative) Average Disbursed Financial Aid Per Term (Cumulative) Average Grade (Per Day) Avg Credits Attempted Per Term (Prior Year) Avg Credits Earned Per Term (Cumulative) Online Predictor GPA (Prior Term) Average Number of Days Enrolled Before Start (Current Term) Degree Program Alignment Score (Cumulative) Age Average Count of Discrete Days of Any LMS Activity Average Count of LMS Course Material Activities Average Count of LMS Discussion Board Activities Average Count of LMS Gradebook Activities Average Credits Attempted (Cumulative) Average Disbursed Financial Aid Per Term (Cumulative) Average Grade (Per Day) Avg Credits Attempted Per Term (Prior Year) Avg Credits Earned Per Term (Cumulative) Type Enrollment Enrollment High School Enrollment Demographic LMS data features LMS data features LMS data features LMS data features Enrollment Financial Aid LMS data features Enrollment Enrollment Type Enrollment Enrollment Student Plan Demographic LMS data features LMS data features LMS data features LMS data features Enrollment Financial Aid LMS data features Enrollment Enrollment Blended Predictor Type GPA (Cumulative) Enrollment Average Number of Days Enrolled Before Start (Current Term) Enrollment High School GPA High School Distance from Average in Count of Discrete Days of Any LMS Activity LMS data features Credits Attempted (Current Term) Enrollment Age Demographic 14