Effective Data Collection Methods for Learning Programs
Much of what passes for “evidence” in learning evaluation persists not because it is strong, but because it is administratively convenient. In many organisations, evidence is selected not to inform design decisions but to satisfy assurance, compliance, or audit requirements; purposes that quietly shape what counts as “acceptable” data. Metrics such as satisfaction scores, completion rates, or…











