One of the recurring challenges in non-formal education programs such as the Philippines’ Alternative Learning System (ALS) is learner retention. Data often show a downward trend from initial mapping to actual enrollment, and eventually to program completion. This attrition undermines the long-term goals of inclusivity and equity in education.