What measures are needed to achieve a tobacco endgame target? A Singapore-based simulation study

An increasing number of countries are pursuing a tobacco 'endgame'. We sought to determine the combination of measures it would take to achieve a tobacco endgame in the city-state of Singapore. Using an open-cohort microsimulation model, we estimated the impact of existing measures (quit p...

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Published inTobacco control Vol. 33; no. 6; p. 745
Main Authors Zeng, Zitong, Cook, Alex R, van der Eijk, Yvette
Format Journal Article
LanguageEnglish
Published England BMJ Publishing Group LTD 19.10.2024
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Abstract An increasing number of countries are pursuing a tobacco 'endgame'. We sought to determine the combination of measures it would take to achieve a tobacco endgame in the city-state of Singapore. Using an open-cohort microsimulation model, we estimated the impact of existing measures (quit programmes, tobacco taxes, flavours ban) and more novel measures (very low nicotine cap, tobacco-free generation, raising the minimum legal age to 25 years), and combinations thereof, on smoking prevalence in Singapore over a 50-year horizon. We used Markov Chain Monte Carlo to estimate transition probabilities between the states of never smoker, current smoker and former smoker, updating each individual's state across each year with prior distributions derived from national survey data. Without new measures, smoking prevalence is expected to rebound from 12.2% (2020) to 14.8% (2070). The only scenarios to achieve a tobacco endgame target within a decade are those combining a very low nicotine cap with a flavours ban. A nicotine cap or tobacco-free generation alone also achieve endgame targets, but after 20 and 39 years, respectively. Taxes, quit programmes, a flavours ban and minimum legal age increase do augment the impact of other measures, but even when combined are insufficient to achieve a tobacco endgame target within 50 years. In Singapore, achieving a tobacco endgame within a decade requires a very low nicotine cap coupled with a tobacco flavours ban, although this target can also be achieved in the long term (within 50 years) with a tobacco-free generation.
AbstractList An increasing number of countries are pursuing a tobacco 'endgame'. We sought to determine the combination of measures it would take to achieve a tobacco endgame in the city-state of Singapore. Using an open-cohort microsimulation model, we estimated the impact of existing measures (quit programmes, tobacco taxes, flavours ban) and more novel measures (very low nicotine cap, tobacco-free generation, raising the minimum legal age to 25 years), and combinations thereof, on smoking prevalence in Singapore over a 50-year horizon. We used Markov Chain Monte Carlo to estimate transition probabilities between the states of never smoker, current smoker and former smoker, updating each individual's state across each year with prior distributions derived from national survey data. Without new measures, smoking prevalence is expected to rebound from 12.2% (2020) to 14.8% (2070). The only scenarios to achieve a tobacco endgame target within a decade are those combining a very low nicotine cap with a flavours ban. A nicotine cap or tobacco-free generation alone also achieve endgame targets, but after 20 and 39 years, respectively. Taxes, quit programmes, a flavours ban and minimum legal age increase do augment the impact of other measures, but even when combined are insufficient to achieve a tobacco endgame target within 50 years. In Singapore, achieving a tobacco endgame within a decade requires a very low nicotine cap coupled with a tobacco flavours ban, although this target can also be achieved in the long term (within 50 years) with a tobacco-free generation.
BackgroundAn increasing number of countries are pursuing a tobacco ‘endgame’. We sought to determine the combination of measures it would take to achieve a tobacco endgame in the city-state of Singapore.MethodsUsing an open-cohort microsimulation model, we estimated the impact of existing measures (quit programmes, tobacco taxes, flavours ban) and more novel measures (very low nicotine cap, tobacco-free generation, raising the minimum legal age to 25 years), and combinations thereof, on smoking prevalence in Singapore over a 50-year horizon. We used Markov Chain Monte Carlo to estimate transition probabilities between the states of never smoker, current smoker and former smoker, updating each individual’s state across each year with prior distributions derived from national survey data.ResultsWithout new measures, smoking prevalence is expected to rebound from 12.2% (2020) to 14.8% (2070). The only scenarios to achieve a tobacco endgame target within a decade are those combining a very low nicotine cap with a flavours ban. A nicotine cap or tobacco-free generation alone also achieve endgame targets, but after 20 and 39 years, respectively. Taxes, quit programmes, a flavours ban and minimum legal age increase do augment the impact of other measures, but even when combined are insufficient to achieve a tobacco endgame target within 50 years.ConclusionIn Singapore, achieving a tobacco endgame within a decade requires a very low nicotine cap coupled with a tobacco flavours ban, although this target can also be achieved in the long term (within 50 years) with a tobacco-free generation.
Author Zeng, Zitong
van der Eijk, Yvette
Cook, Alex R
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Copyright Author(s) (or their employer(s)) 2024. No commercial re-use. See rights and permissions. Published by BMJ.
2023 Author(s) (or their employer(s)) 2023. No commercial re-use. See rights and permissions. Published by BMJ.
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Keywords global health
end game
prevention
public policy
Language English
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Snippet An increasing number of countries are pursuing a tobacco 'endgame'. We sought to determine the combination of measures it would take to achieve a tobacco...
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StartPage 745
SubjectTerms Adolescent
Adult
Age
Bans
Cigarette industry
Computer Simulation
Excise taxes
Female
Flavoring Agents
Flavors
Humans
Male
Markov Chains
Middle Aged
Nicotine
Prevalence
Public schools
Simulation
Singapore - epidemiology
Smoking
Smoking - epidemiology
Smoking - legislation & jurisprudence
Smoking Cessation - legislation & jurisprudence
Smoking Cessation - methods
Smoking Prevention - legislation & jurisprudence
Smoking Prevention - methods
Tax increases
Taxes
Tobacco
Tobacco Products - economics
Tobacco Products - legislation & jurisprudence
Transition probabilities
Young Adult
Title What measures are needed to achieve a tobacco endgame target? A Singapore-based simulation study
URI https://www.ncbi.nlm.nih.gov/pubmed/37280063
https://www.proquest.com/docview/2824638535
Volume 33
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