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Achieving sustained engagement in family-based preventive intervention programs is a serious challenge faced by program implementers. Despite the evidence supporting the effectiveness and potential population-level impacts for these programs, their actual impact is limited by challenges around retention of participants. In order to inform efforts to better retain families, it is critical to understand the different patterns of attendance that emerge across the duration of program implementation and the factors that are assoc