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)

Students at Risk Accelerator

Identifies students who may be at risk for not continuing school based on custom risk factors