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Design, Setting, and Participants This retrospective population-based cohort study included linked hospital discharge data (obtained from the California Department of Health Care Access and Information) and vital statistics (obtained from the California Department of Public Health) from January 1, 2012, through December 31, 2019

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Also, groups that reported more tobacco litter exposure in this study, notably LGBTQ+ individuals, have been long targeted in pro-tobacco marketing 13

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