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How Complete Are Tobacco Sales Data? Assessing The Comprehensiveness Of US Tobacco Product Retail Sales Data Through Comparisons To Excise Tax Collections.

Alex C LiberMaryam FarajiRadhika RanganathanAbigail S Friedman
Published in: Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco (2023)
Policy evaluations and analyses using e-cigarette and cigarette sales data are often criticized because these data do not cover online sales or sales by specialty retailers like tobacconists.Cigarette sales data consistently cover nearly 90% of taxed sales, while e-cigarette sales data cover around 50% of taxed volumes.Retail sales data capture nearly all cigarette sales and a substantial portion of ENDS sales with relatively stable rates of coverage over time, supporting their continued use in tobacco surveillance and policy evaluation work.
Keyphrases
  • electronic health record
  • big data
  • public health
  • smoking cessation
  • healthcare
  • machine learning
  • health insurance
  • clinical evaluation