Barber Analytics Dashboard
Aggregated, anonymized insights into barber education outcomes, curriculum engagement, and workforce readiness. Designed for regulators, educators, and institutional stakeholders.
Curriculum Performance Overview
Engagement and assessment trends by subject area aligned to licensure requirements.
| Subject Area | Avg. Score | Completion Rate | Avg. Time Spent |
|---|---|---|---|
| Sanitation & Infection Control | — | — | — |
| Haircutting & Styling | — | — | — |
| Shaving & Facial Services | — | — | — |
| Anatomy & Physiology | — | — | — |
| Business, Ethics & Law | — | — | — |
Education & Workforce Insights
Early indicators designed to inform curriculum refinement and workforce alignment.
Learning Engagement
Engagement patterns highlight where learners spend the most time and where instructional reinforcement may be needed.
Assessment Readiness
Practice-to-assessment score deltas provide insight into exam preparedness without tracking individual learners.
Curriculum Alignment
Performance trends by subject area help ensure alignment with state licensure standards and workforce expectations.
Barber Analytics aggregates anonymized platform data, survey responses, and instructional engagement metrics. No individual student, instructor, or institution is identifiable. Metrics are designed for trend analysis and quality improvement—not compliance enforcement.