AAB research

Research Briefs

Research briefs that identify evidence patterns, implementation constraints, learning-design implications, and open questions for further study.

8Research Briefs

Publication-ready documents from the AAB Outputs folder.

AAB-DATASET-BRIEF-2026-001Published dataset brief
Published on IEEE Dataport

AI Education Evidence Registry Dataset

Research brief for the IEEE Dataport dataset on cases, pilots, frameworks, and initiatives

Audience
Researchers, standards writers, policy analysts, grant teams, registry contributors, and evidence reviewers
Evidence refresh
2025-12-12
Open document
AAB-DATASET-BRIEF-2026-002Published dataset brief
Published on IEEE Dataport

Global AI Literacy Assessment and Credentialing Registry Dataset

Research brief for the IEEE Dataport assessment and credentialing registry dataset

Audience
Assessment researchers, credentialing organizations, education agencies, workforce partners, and institutional leaders
Evidence refresh
2026-04-22
Open document
AAB-DATASET-BRIEF-2026-003Published dataset brief
Published on IEEE Dataport

Global AI Education Initiatives Registry Dataset

Research brief for the IEEE Dataport global initiatives registry dataset

Audience
Policy researchers, funders, initiative leads, education agencies, nonprofit partners, and standards-development teams
Evidence refresh
2025-03-25
Open document
AAB-DATASET-BRIEF-2026-004Published dataset brief
Published on IEEE Dataport

AI Literacy Framework Crosswalk Dataset

Research brief for the IEEE Dataport AI literacy framework crosswalk dataset

Audience
Standards writers, curriculum designers, assessment developers, researchers, and policy analysts
Evidence refresh
2025-08-03
Open document
AAB-DATASET-BRIEF-2026-005Published dataset brief
Published on IEEE Dataport

AI Education Pilot Registry Dataset

Research brief for the IEEE Dataport AI education pilot registry dataset

Audience
Pilot hosts, implementation researchers, funders, standards-development teams, and AAB reviewers
Evidence refresh
2026-01-04
Open document
AAB-DATASET-BRIEF-2026-006Published dataset brief
Published on IEEE Dataport

AI Education Case Registry Dataset

Research brief for the IEEE Dataport AI education case registry dataset

Audience
Education researchers, evidence reviewers, policy analysts, standards writers, and implementation partners
Evidence refresh
2026-05-15
Open document
AAB-RESEARCH-BRIEF-2026-004Public draft for external review

From AI Concepts to Responsible Co-Creation

Research brief on framework convergence for grade-band AI literacy standards

Audience
Curriculum designers, researchers, standards writers, policy staff, and implementation partners
Evidence refresh
2025-04-17
Open document
AAB-RESEARCH-BRIEF-2026-003Public draft for external review

Teacher Professional Learning as the Bottleneck for AI Literacy

Research brief on teacher capacity, implementation quality, and evidence of learning

Audience
Researchers, teacher professional learning providers, school systems, and AAB standards writers
Evidence refresh
2025-08-26
Open document