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BACKGROUND: African-American smokers experience disproportionate COPD morbidity. As a front-line COPD behavioral management strategy, smoking cessation is less prevalent among African-American smokers. Identifying barriers and predictors to smoking cessation in this population is important to bridging this disparity. METHODS: In this study, the predictors of enrollment and attendance to a 3-session urban hospital smoking cessation program were examined. A retrospective chart review was conducted for all pulmonary clinic patients who smoked and were referred to the cessation program between June 2013 and May 2014. Demographic, smoking behavior, cardiopulmonary, and health status variables were extracted (N = 253). Second, a qualitative assessment of the beliefs and barriers for smoking cessation and physical activity were examined in a sub-sample of the population (n = 41). RESULTS: One-hundred forty-seven of the pulmonary subjects (58%) enrolled in the cessation program, and 40 attended all sessions (16% of the total sample). Participants with COPD (odds ratio = 4.65, P = .030), or had a mother who had cancer (odds ratio = 4.49, P = .027), were more likely to attend the program. Qualitatively, pulmonary care patients who wanted to quit smoking and be more physically active cited: strong beliefs about the inability to engage in these behaviors, belief that quitting and increased activity might exacerbate poor health, and an inability to obtain pharmacotherapy as barriers to adopting these behaviors. CONCLUSIONS: Smoking cessation program attendance in this sample of mostly African-American smokers was poor. Increased knowledge about cessation benefits and access to full-course pharmacotherapy, particularly in those without a COPD diagnosis and who do not have a maternal history of cancer, may be high-priority targets to promote cessation program uptake in this population. Increased knowledge and access to safe forms of physical activity may also be beneficial. [ABSTRACT FROM AUTHOR]