Improving Tobacco Treatment Rates for Outpatient Cancer Patients Who Smoke

The main purpose of this research study is to evaluate the effectiveness of "nudges" to clinicians, to patients, or to both in increasing Tobacco Use Treatment Service (TUTS) referral and engagement; and to explore clinician, patient, inner setting (e.g., clinic), and outer setting (e.g., payment structures) mechanisms related to TUTS referral and engagement. The investigators will employ rapid-cycle approaches to optimize the framing of nudges to clinicians and patients prior to initiating the trial and mixed methods to explore contextual factors and mechanisms. The investigators will conduct a four-arm pragmatic cluster randomize clinical trial to test the effectiveness of nudges to clinicians, nudges to patients, or nudges to both in increasing TUTS referral and engagement in cancer patients who smoke, vs. usual care (UC). The investigators hypothesize that each of the implementation strategy arms will significantly increase TUTS referral and engagement compared to UC and that the combination of nudges to clinicians and to patients will be the most effective.