ObjectiveThis study assessed the changes in prevalence and associated factors of tobacco smoking among Bangladeshi adults over time.DesignNationally representative cross-sectional surveys.SettingTwo most recent Global Adults Tobacco Survey (GATS) data from Bangladesh, carried out in 2009 and 2017.ParticipantsAdult population aged 15 and above (n=9629 in 2009; n=12 783 in 2017).Outcome measuresCurrent use of tobacco smoke, including cigarettes, bidi, hukkah, cigars or pipes, which was dichotomised (‘yes’/‘no’).MethodsWe analysed data from two recent rounds of GATS (2009 and 2017). Multivariate logistic regression analysis was used.ResultsThe overall prevalence of tobacco smoking among Bangladeshi adults was noted (23.00%, 95% CI 22.98 to 23.00 in 2009; 16.44%, 95% CI 16.43 to 16.45 in 2017). Being male (adjusted OR (AOR)=59.72, CI 40.56 to 87.93 for 2009; AOR=71.17, CI 41.08 to 123.32 for 2017), age between 25 and 64 years (all AORs >2 and p<0.05), smoking permissible at home (AOR=7.08, CI 5.88 to 8.52 for 2009; AOR=5.90, CI 5.34 to 6.95 for 2017), and watching tobacco smoking product use in movie/drama scenes (AOR=1.26, CI 1.11 to 1.44 for 2009; AOR=1.34, CI 1.17 to 1.54 for 2017) were found to be significantly associated with increased tobacco smoking among adults both in 2009 and in 2017. However, being offered free tobacco sample products (AOR=0.66, CI 0.57 to 0.77 for 2009; AOR=0.87, CI 0.76 to 0.99 for 2017) and having primary, secondary or higher education (all AORs <1 and p<0.05) as well as being a student (AOR=0.16, CI 0.09 to 0.29 for 2009; AOR=0.32, CI 0.19 to 0.53) were associated with lower odds of tobacco smoking in both surveys.ConclusionsAlthough the prevalence of tobacco smoking has declined over the period, it is still high among those who were relatively older, men, less educated and exposed to a movie/drama where tobacco smoking is promoted. Therefore, appropriate interventions are required to stop tobacco smoking among the Bangladeshi population.