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Further, while the correction method we employ for addressing the exclusion of wireless-only respondents prior to 2011 has the expected effect and brings our estimates of total smoking more closely in line with those from the NHIS, we have not been able to validate this methodology as thoroughly as we have the small area models, nor are we able to verify the assumption that bias due to exclusion of wireless-only respondents has increased linearly with time

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In the realm of tobacco control measures, existing research predominantly explores the impact mechanism of price control on Chinese smokers willingness to quit and direct tobacco consumption 21

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