Data & Analytics for School Districts & Public Higher Education
Data and Analytics for School Districts and Colleges
Student data warehouses, state reporting, and early warning analytics with privacy built in.
Districts are data rich and reporting poor. Attendance, assessment, grades, discipline, transportation, and nutrition data all exist, in systems that do not talk to each other, and the questions administrators ask cross all of them.
What education data looks like
- A student information system holding enrollment, attendance, grades, and discipline
- Assessment platforms with results in their own formats and calendars
- Learning platforms generating engagement data of varying usefulness
- Special education, English learner, and intervention program data with additional protections
- State reporting submissions on a fixed calendar with strict validation rules
- Student data governed by FERPA, state student privacy statutes, and district policy
Where HQT helps
- A student data warehouse with role-based access, so a principal, a counselor, and a board member each see what they should
- Automated state reporting with validation before submission, replacing a scramble every reporting window
- Early warning indicators combining attendance, grades, and behavior, designed so that they prompt human review rather than automated consequences
- Dashboards for site administrators and the board, with documented definitions
- Privacy review and vendor data agreements for the platforms receiving student data
- Data quality monitoring and feedback to the staff entering records
How an engagement usually starts
Usually with a reporting burden that consumes staff time every cycle, or a board and cabinet that want consistent numbers. Privacy review is part of the design, not a step at the end.