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Although lung cancer claims more lives than any other cancer in the United States, screening is severely underutilized, with <6% of eligible patients screened nationally in 2021 versus 76% for breast cancer and 67% for colorectal cancer. This article describes an effort to identify key reasons for the underutilization of lung cancer screening in a rural population and to develop interventions to address these barriers suitable for both a large health system and local community clinics. Data were generated from 26 stakeholder interviews (clinicians, clinical staff, and eligible patients), a review of key systems (Electronic Health Record and billing records), and feedback on the feasibility of several potential interventions by health care system staff. These data informed a human-centered design approach to identify possible interventions within a complex health care system by exposing gaps in care processes and electronic health record platforms that can lead patients to be overlooked for potentially life-saving screening. Deployed interventions included communication efforts focused on (1) increasing patient awareness, (2) improving physician patient identification, and (3) supporting patient management. Preliminary outcomes are discussed., (Copyright © 2023 the American College of Medical Quality.)