ArticlePLoS medicine2015
Health, Health Inequality, and Cost Impacts of Annual Increases in Tobacco Tax: Multistate Life Table Modeling in New Zealand.
Article in PLoS medicine, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 36 papers, 1 of them a synthesis that pooled it.
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Who cites it
36 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Identifying best modelling practices for tobacco control policy simulations: a systematic review and a novel quality assessment framework.Tobacco control · 2023Pooled it
- Forecasting risk-factor distributions by sex and age, 1990-2050: a parametric estimation framework using GBD summary exposure values, demonstrated for Australia.International journal of epidemiology · 2026Article
- Phosphorus Intake and Cancer Risk: A Theoretical-Conceptual Model and Hypothesis for Population-Study Replication.Nutrients · 2026Article
- Using Bayesian evidence synthesis to quantify uncertainty in population trends in smoking behaviour.Statistical methods in medical research · 2025Article
- Tobacco endgame intervention impacts on health gains and Māori:non-Māori health inequity: a simulation study of the Aotearoa/New Zealand Tobacco Action Plan.Tobacco control · 2024Article
- Predicting the risk of diabetes complications using machine learning and social administrative data in a country with ethnic inequities in health: Aotearoa New Zealand.BMC medical informatics and decision making · 2024Article
- Article
- Global burden and influencing factors of chronic kidney disease due to type 2 diabetes in adults aged 20-59 years, 1990-2019.Scientific reports · 2023Article
- Prioritization of intervention domains to prevent cardiovascular disease: a country-level case study using global burden of disease and local data.Population health metrics · 2023Article
- The Cost-effectiveness of a Mass Media Campaign to Promote Smartphone Apps for Weight Loss: Updated Modeling Study.JMIR formative research · 2022Article
- Disaggregating proportional multistate lifetables by population heterogeneity to estimate intervention impacts on inequalities.Population health metrics · 2022Article
- Cigarette taxation and neonatal and infant mortality: A longitudinal analysis of 159 countries.PLOS global public health · 2022Article
- Improving on estimates of the potential relative harm to health from using modern ENDS (vaping) compared to tobacco smoking.BMC public health · 2021Review
- Questioning the regressivity of tobacco taxes: a distributional accounting impact model of increased tobacco taxation.Tobacco control · 2021Article
- The burden of atherosclerosis in Portugal.European heart journal. Quality of care & clinical outcomes · 2021Article
- Health benefits and costs of weight-loss dietary counselling by nurses in primary care: a cost-effectiveness analysis.Public health nutrition · 2020Article
- The potential global gains in health and revenue from increased taxation of tobacco, alcohol and sugar-sweetened beverages: a modelling analysis.BMJ global health · 2020Article
- Preventive Pharmacotherapy for Cardiovascular Disease: A Modelling Study Considering Health Gain, Costs, and Cost-Effectiveness when Stratifying by Absolute Risk.Scientific reports · 2019Article
- Estimating the cost-effectiveness of salt reformulation and increasing access to leisure centres in England, with PRIMEtime CE model validation using the AdViSHE tool.BMC health services research · 2019Article
- PRIMEtime CE: a multistate life table model for estimating the cost-effectiveness of interventions affecting diet and physical activity.BMC health services research · 2019Article
Corrections and comments
- Erratum issued
Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundCountries are increasingly considering how to reduce or even end tobacco consumption, and raising tobacco taxes is a potential strategy to achieve these goals. We estimated the impacts on health, health inequalities, and health system costs of ongoing tobacco tax increases (10% annually from 2011 to 2031, compared to no tax increases from 2011 ["business as usual," BAU]), in a country (New Zealand) with large ethnic inequalities in smoking-related and noncommunicable disease (NCD) burden. METHODS AND
findingsWe modeled 16 tobacco-related diseases in parallel, using rich national data by sex, age, and ethnicity, to estimate undiscounted quality-adjusted life-years (QALYs) gained and net health system costs over the remaining life of the 2011 population (n = 4.4 million). A total of 260,000 (95% uncertainty interval [UI]: 155,000-419,000) QALYs were gained among the 2011 cohort exposed to annual tobacco tax increases, compared to BAU, and cost savings were US$2,550 million (95% UI: US$1,480 to US$4,000). QALY gains and cost savings took 50 y to peak, owing to such factors as the price sensitivity of youth and young adult smokers. The QALY gains per capita were 3.7 times greater for Māori (indigenous population) compared to non-Māori because of higher background smoking prevalence and price sensitivity in Māori. Health inequalities measured by differences in 45+ y-old standardized mortality rates between Māori and non-Māori were projected to be 2.31% (95% UI: 1.49% to 3.41%) less in 2041 with ongoing tax rises, compared to BAU. Percentage reductions in inequalities in 2041 were maximal for 45-64-y-old women (3.01%). As with all such modeling, there were limitations pertaining to the model structure and input parameters.
conclusionsOngoing tobacco tax increases deliver sizeable health gains and health sector cost savings and are likely to reduce health inequalities. However, if policy makers are to achieve more rapid reductions in the NCD burden and health inequalities, they will also need to complement tobacco tax increases with additional tobacco control interventions focused on cessation.
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