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INTRODUCTION Many individuals with lung cancer report experiencing stigma associated with their diagnosis. The objective of this study was to explore how different factors, including smoking status, lung cancer concern, and thoughts on smoking behaviors, were associated with increased stigmatizing attitudes towards people with lung cancer. METHODS In 2015, a Web-based survey was completed by people who currently smoked. Participants (n=1419) aged 18–65 years were randomly assigned to one of three scenarios in which the character who was diagnosed with lung cancer currently, formerly, or never smoked cigarettes. Two aspects of stigma were assessed: blaming the victim and negative attributions about people with lung cancer. RESULTS For blaming the victim and negative attributions, lung cancer stigma differed by scenario (described smoking status, p<0.0001), when adjusting for race, sex, education level, age, income, nicotine dependence, quit intentions, and quit attempts. Higher levels of lung cancer concern were associated with greater blaming the victim (p=0.001), when adjusting for scenario and other significant correlates. CONCLUSIONS The findings suggest that stigmatizing attitudes from people who smoke towards people with lung cancer may be reflective of how they feel about their own smoking habits. We suggest that specific messaging guidelines that avoid an over emphasis on an individual’s smoking status, cessation interventions that address stigma, and screening messages tailored to smoking status, may help to lessen the burden of lung cancer stigma.