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Admissions
- Prospective student demographics
- Geographic location
- Benchmark data analytics
Enrollment and retention
- Retention reporting, retention tables
- Graduation rate reporting
- Enrollment trends reporting
- Enrollment demographics, gender, ethnicity, user-definable attributes analysis
Students and courses
- Student scheduling
- Student rosters
- Student grades
- Difficult class/course analysis
- Remote learning analysis
- Curriculum, pedagogy improvement analysis
Classroom analysis
- Facility utilization
- Under utilized classrooms
- Over utilized classrooms
- Classroom quality level and student success
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Student success predictive analytics
- High risk students graduation
- High risk students year-to-year persistence
- Impact of any aid on student success
- Use of online curriculum, classes and persistence
- Segment students in any way you need
Student progression monitoring
- Students making insufficient progress
- Students with too many classes
- Class withdrawal analysis and student progress
- Student athlete progression and grades
Student engagement (depending on source system)
- Service/activity involvement and student success
- Tutoring, supplemental instruction and student success
- General advising and student success
- Athletic involvement and student success
Instructors and classes
- Instructor teaching load
- Course grade distribution analysis
Comprehensive learner record (CLR) analysis
- Top credentials/badges
- CLR activity and student success
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Learning management system (LMS) and digital curriculum
- Usage by any time period
- Usage by day of semester
- Usage by hour
- Events per day per class/student average trending
- Active vs. passive content usage
- Narrow vs. deep content usage
- Usage by grade, student segment
- Usage by student level
- Student class engagement
Class participation
- System logins by day
- Late assignments
- Sudden student drop off
- Single class analysis
- Student usage trending by day/week
- Assignment performance and usage
- LMS and digital content features use analysis
- Video event analysis
Student segmentation and alerting/messaging
- Class withdrawal alerting
- At-risk student segmentation
- Student/parent deadline reminder service for key dates
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