Research gives the Spiral its memory.
Every dataset, pilot, and peer review keeps the framework honest and alive. When inquiry is guided by empathy as well as rigor, it produces knowledge that serves humanity, not merely publication metrics.
Validation transforms standards into trusted instruments.
Open, ethical research rebuilds global confidence in evidence.
Cross-disciplinary collaboration ensures universality of the DLL framework.
How You Can Contribute
Three pathways to advance ethical data literacy through rigorous research
Validate the Framework
Conduct reliability and construct-alignment studies of DLL items 1–16.
Pilot Adaptive Assessments
Partner with schools or ministries to test GraphBank items and collect comparative data.
Publish Collaboratively
Co-author white papers and peer-reviewed articles through the Chart-Ed Research Network.
Tools & Resources
Research resources designed to support validation, collaboration, and publication
Data Repository Access
Chart-Ed GraphBank API Documentation v1.0
Research Guide
Chart-Ed Ethical Research Protocol (ER-01)
Citation Standards
DLL Research Citation Manual APA 7th
DOI Archive
Zenodo Collection: 10.5281/zenodo.charted-studies
Connection to the Living Spiral
Researchers work within the Investigator and Advocate arcs of the Spiral, where curiosity meets responsibility. Their mission: to ensure every claim the framework makes is earned through evidence and reflection.
Join the Chart-Ed Research Network
Become part of a global coalition of universities and institutes testing, publishing, and advancing ethical data literacy.
"Research is the empathy of the intellect—the discipline of caring enough to verify."
— Dr. Elvis Agard, Chart-Ed Founder