This clinical trial evaluates the effectiveness of a conversation tool on patient-centered health and decision-making outcomes in patients with lung cancer making treatment decisions. This research is being conducted to help doctors understand the information patients need to participate in shared decision-making about their lung cancer treatment options. The focus of this research is to study how patients choose lung cancer treatment options and the information needed to make that choice, with a focus on patients with lower health literacy.