The call for multilevel interventions to improve the quality of follow-up to abnormal cancer screening has been out for a decade but published work emphasizes individual approaches, and conceptualizations differ regarding the definition of levels. To investigate the scope and methods being undertaken in this focused area of follow-up to abnormal tests (breast, colon, cervical), we reviewed recent literature and grants (2007-2012) funded by the National Cancer Institute. A structured search yielded 16 grants with varying definitions of “follow-up” (e.g. completion of recommended tests, time to diagnosis); most included minority racial/ethnic group participants. Ten grants concentrated on measurement/intervention development, and 13 piloted or tested interventions (categories not mutually exclusive). All studies considered patient level factors and effects. While some directed interventions at provider levels, few measured group characteristics and effects of interventions on the providers or levels other than the patient. Multilevel interventions are being proposed, but clarity regarding endpoints, definition of levels, and measures is needed. The differences in the conceptualization of levels and factors that affect practice need empirical exploration and we need to measure their salient characteristics to advance our understanding of how context affects cancer care delivery in a changing practice and policy environment.