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Rates were higher among participants aged 1517 and 1821 years, with 9.5 percent and 11.2 percent reporting using, and 6.1 percent and 7.7 percent reporting ongoing use, respectively

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State space modelling is often applied to time series problems that involved unobserved variables

Use of flavor was common across products, with the proportion of youth who use a given product reporting use of flavors being: 84.7% of e-cigarettes 70.1% for smokeless tobacco 61.6% for oral nicotine pouches 46.6% for hookah 44.4% for cigars 38.8% for cigarettes (menthol) 34.4% for pipe tobacco

While our study provides valuable insights, it is important to acknowledge several limitations and assumptions inherent in the ALCS ABM model