As countries improve their cigarette tax policy, cigarette consumption declines.

Our results provide evidence on the association between higher cigarette tax scores and lower cigarette consumption. To reduce tobacco consumption, governments must strive to implement all four components in the Cigarette Tax Scorecard at the highest level.