The purpose of this study is to examine the feasibility and acceptability of and patient adherence to a telephone-administered cognitive-behavioral therapy intervention for anxiety in older adults (65 years and older) with cancer and their primary informal caregiver. This study will also examine whether the intervention has a clinically significant impact on patient anxiety (primary outcome) and depression, distress, and quality of life (secondary outcomes).