Students at Risk Accelerator

The Accelerator for Students at Risk built by Datatelligent helps higher education institutions, including private and public four-year universities and community and technical colleges, identify students at risk for retention and in need of outreach.

With a set of pre-built, visually rich dashboards, higher education leaders and administrators can actively monitor, identify and engage with at-risk students. Accelerators are built with sample data that can be swapped out with your own information, allowing you to discover insights with minimal setup. With just-in-time analytics at your fingertips, institutions can quickly identify opportunities for improving the student experience and enhance student support. The dashboards present a variety of insights including the ability to customise and add risk factors as per the institution’s needs.

Answer Key Business Questions

• Which students are facing barriers to staying enrolled?
• Which students have been identified for retention outreach due to their risk category?
• What are the trends in enrolment, retention and course-specific data to facilitate proactive outreach?
• What are the retention risk factors based on key student criteria?
• Which students are at risk based on Learning Management System (LMS) metrics?
• What are the at-risk scores by student characteristics such as major, year/term and first-time/transfer status?

Monitor and Improve KPIs

• Retention risk factors
• Grade Point Average (GPA)
• Academic probation
• Student type
• High school diploma status
• SAT/ACT score
• First-generation college student
• Hold codes
• Academic disadvantage status
• Full/part-time status
• First-time student
• Late registration
• Learning Management Systems (LMS) measures
• Detailed risk information for specific students
• Student totals
• Full and part-time students
• First-time vs transfer
• Traditional vs non-traditional students
• Ability to customise and add risk factors as per institution’s needs

Required Data Attributes

• Act Sat Score (Numeric)
• Advisor Email (String)
• Advisor ID Num (String)
• Advisor Name (String)
• Athlete (String)
• Birth Dte (Date)
• Credit Hrs (Numeric)
• Crs Cde (String)
• Crs Title (String)
• Cur Acad Probation (String)
• Degree Seeking (String)
• Entrance Trm (Numeric)
• Entrance Yr (Numeric)
• Final Grade (String)
• First Gen (String)
• First Time (String)
• Has Remedial English (String)
• Has Remedial Maths (String)
• Hold Cde (String)
• Hs Diploma (String)
• ID (Numeric)
• Loc Cde (String)
• Major (String)
• Midterm Grade (String)
• Repeat Flag (String)
• Student Mobile Number (String)
• Student Name (String)
• Student Personal Email (String)
• Student School Email (String)
• Trm Cde (Numeric)
• Veteran (String)
• Yr Cde (Numeric)