ADB Data Quality and Review

Quality Checks

• source known
• consent/permission status known
• metadata complete
• child/case/session linkage present
• observation timestamp captured
• care area/use case identified
• review state explicit
• duplicate check completed where applicable
• language metadata captured where applicable
• transformation lineage available
• quality flags resolved before dataset use

Review Queues

• pending doctor review
• pending therapist review
• pending data-quality fix
• pending parent/helper clarification
• pending translation review
• pending dataset curation approval

Principle

Review quality is a strategic capability. ADB should not only store data; it should make data trustworthy, traceable, reviewable, and reusable.