Polypharmacy (PP), often defined as the use of five or more medications, is highly prevalent in patients with cancer. As the quantity of medications for treating cancer and comorbid conditions in patients with cancer become more numerous and diverse, it is important to understand the various ways in which patient health and economic outcomes may be adversely affected by prescribed medications. The purpose of this dissertation was to investigate three distinct associations between PP and the lives of patients living with cancer by estimating how PP (1) affects healthrelated quality of life (HRQoL), (2) is associated with healthcare expenditures, and (3) affects health complications (HCs). Approximately 25% of cancer survivors, individuals who were diagnosed with cancer and are still alive, report a decreased quality of life related to physical problems, and 10% report a decreased quality of life related to emotional issues, compared to their noncancer counterparts (10% and 6%, respectively). Specifically, cancer survivors report more mobility issues, inferior health, higher psychological distress, and more mental health needs. There is scant published literature describing PP in contributing to these outcomes. This study was conducted to address this gap to better inform cancer survivors, care providers, and health policy decision makers. Cancer was the sixth most expensive condition to treat in the United States (US) in 2015. Most cancers are estimated to have a decreasing incidence and increasing survival rate for the foreseeable future. A decreasing incidence may cause overall cancer-related expenditures to decline over time, but the prevalence of cancer coupled with the aging of the US population will result in an increase in the number of cancer survivors. Thus, expenditures during treatment through end of life are expected to continue to increase in coming years, as cancer survivors are estimated to increase from 15.5 million in 2016, to 26.1 million by 2040. Common cancer-related ailments such as pain, emesis, depression, venous thrombosis, and seizures can require prescription medications. With additional medications arises the risk for a health complication (HC). A HC, for the purposes of this study, is defined as an adverse health problem related to a drug, including adverse drug reactions, worsening of disease symptoms, falls, or overdoses. Although many HCs are preventable, they represent approximately 125,000 hospitalizations, over 3.5 million physician office visits, and an estimated 1 million emergency department visits each year in the general population. Previously identified risk factors for HCs in people with cancer, depending on the type of cancer, include PP, advanced stage of cancer, higher comorbidity, gender (for colorectal cancer), older age, and prior ER visits or hospitalizations. The purpose of the studies in this dissertation was to advance understanding of the role of PP on health and economic outcomes among people with cancer. We examined two data sources: (1) a large national survey...