Backed by research and built for student impact
Our Research
Our researchers and data scientists ensure every Panorama solution is grounded in rigorous research on what actually works for students.
Evaluated against the highest standards in K-12
Panorama is independently validated for evidence and impact so you can adopt our tools with confidence.
ESSA Level IV
Multiple studies show that the Panorama platform meets ESSA Level IV requirements with a research-based logic model.
ESSA Level II
Panorama Student Success correlates with improved academic outcomes—up to 6 percentile points in math and 8 in reading.
Digital Promise Research-Based Learning Analytics
Panorama Student Success is certified by Digital Promise for grounding its design in learning analytics research, with a publicly shared theoretical framework to prove it.
Research-backed surveys you can trust
We prioritize validity and reliability from the start. Panorama surveys are co-developed with the Harvard Graduate School of Education and continuously refined by our in-house research team.
Advancing the education field
Original research, data insights, and thought leadership.
The State of Chronic Absenteeism
An analysis of 11 million student records across 7,000+ schools—revealing patterns, root causes, and district strategies for attendance.
5 Key Barriers to Graduation
Data-driven findings on the most common—and most overlooked—obstacles keeping students from reaching graduation.
AI Quality Research in K-12
What makes AI actually effective for improving student outcomes? Panorama's research on quality standards and what districts should look for.
Good Student-Teacher Relationships Spiked During COVID—How to Get Them Back
Featured in The 74: Panorama's data on how student-teacher relationships shifted during the pandemic.
The Impact of Attendance Interventions
A study on attendance patterns across 400+ schools revealing the impact of attendance interventions in elementary, middle, and high school.
Ready to learn more?
Talk to us about how Panorama’s research-based platform can work for your students.