Some studies of the efficacy of cancer screening are obliged to obtain interviews from persons with cancer who are likely to die as a result of their disease, and from controls. We review the interview-based approaches that have been developed and the purpose that each one can achieve and offer suggestions for increasing the validity of these studies.