With recent improvements in early detection, diagnosis and treatment of cancer, people with cancer are living longer, and their cancer may be managed as a chronic illness. Cancer as a chronic illness places new demands on patients and families to manage their own care, and it challenges old paradigms that oncology's work is done after treatment. As a chronic illness, however, cancer care occurs on a continuum that stretches from prevention to the end of life, with early detection, diagnosis, treatment, and survivorship in between. In this paper, we review self-management interventions that enable patients and families to participate in managing their care along this continuum. We review randomized controlled trials of self-management interventions with cancer patients and families in the treatment, survivorship, and end-of-life phases of the cancer-care continuum. We also present the Chronic Care Model as a model of care that oncology practices can use to enable and empower patients and families to engage in self-management. We conclude that, the need for a common language by which to speak about self-management and a common set of self-management actions for cancer care notwithstanding, oncology practices can now build strong relationships with their patients and formulate mutually-agreed upon care plans that enable and empower patients to care for themselves in the way they prefer.