This study focuses on the determinants of cigarette consumption. In particular, the impact of cigarette pack sizes on the typical daily consumption of smokers is investigated. Results are presented from a new multi-modal count data model which allows for a??pack-effectsa?? in daily consumption levels. Our results suggest that smokers regulate their consumption in accordance with the variety of pack sizes that are available to them.