The document discusses strategies in Sheffield, UK to increase youth participation rates beyond compulsory education. It describes analyzing data on at-risk youth to predict non-participation trends and target support. Risk-of-NEET (not in education, employment, or training) models are used to identify vulnerable students before and after age 16. Data sharing across organizations and a managed transfer process aim to reduce dropout rates by improving guidance and post-16 options fit. Learner feedback indicates wrong option selection is a key reason for disengagement, so further analysis will explore the guidance-to-placement process.