In the current climate of increasing fiscal and clinical accountability, information is required about overall program effectiveness using clinical data. These requests present a challenge for programs utilizing single-subject data due to the use of highly individualized behavior plans and behavioral monitoring. Subsequently, the diversity of the…

Heterogeneity between and within people necessitates the need for sequential personalized interventions to optimize individual outcomes. Personalized or adaptive interventions (AIs) are relevant for diseases and maladaptive behavioral trajectories when one intervention is not curative and success of a subsequent intervention may depend on…

The article addresses a hypothetical dilemma confronted by an evaluator of a transition from welfare program regarding inclusion of a small immigrant/language minority group in the study. The article advocates for inclusion of diverse groups. Three important aspects of diversity are discussed that have particular relevance to transition from…