ArticleThe Lancet. Public health2020
The effect of income-based policies on mortality inequalities in Scotland: a modelling study.
Article in The Lancet. Public health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 2 of them syntheses that pooled it.
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Who cites it
18 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- How much of the stalled mortality trends in Scotland and England can be attributed to obesity?BMJ open · 2022Pooled it
- The Design, Content and Delivery of Relationship and Sexuality Education Programmes for People with Intellectual Disabilities: A Systematic Review of the International Evidence.International journal of environmental research and public health · 2020Pooled it
- Patterns and determinants of nutraceutical use and trust mechanisms among adults in Saudi Arabia: a cross-sectional study.Frontiers in medicine · 2026Article
- Public health economics and upstream income-based policies: from cost to value.Journal of public health policy · 2025Review
- Left behind? A longitudinal ecological study of 'regional deprivation amplification' and life expectancy growth in in England (2004 to 2020).Health & place · 2025Article
- A new era of inequality: profound changes to mortality in England, Scotland, and 10 major British cities.European journal of public health · 2025Article
- Effects of changes to income tax and devolved benefits in Scotland on health inequalities: a modelling study.European journal of public health · 2025Article
- Social security cuts and life expectancy: a longitudinal analysis of local authorities in England, Scotland and Wales.Journal of epidemiology and community health · 2023Article
- Population mortality impacts of the rising cost of living in Scotland: scenario modelling study.BMJ public health · 2023Article
- Policy actors' perceptions of public participation to tackle health inequalities in Scotland: a paradox?International journal for equity in health · 2023Article
- Model Choice for Quantitative Health Impact Assessment and Modelling: An Expert Consultation and Narrative Literature Review.International journal of health policy and management · 2023Review
- Bearing the burden of austerity: how do changing mortality rates in the UK compare between men and women?Journal of epidemiology and community health · 2022Article
- Eliciting public values on health inequalities: missing evidence forEvidence & policy : a journal of research, debate and practice · 2022Article
- Economics for people and planet-moving beyond the neoclassical paradigm.The Lancet. Planetary health · 2022Article
- Derivation and validation of a predictive model for chronic stress in patients with cardiovascular disease.PloS one · 2022Article
- Developing an integrated microsimulation model for the impact of fiscal policies on child health in Europe: the example of childhood obesity in Italy.BMC medicine · 2021Article
- The Determinants of Telehealth Provision: Empirical Evidence from OECD Countries.International journal of environmental research and public health · 2021Article
- The contribution of changes to tax and social security to stalled life expectancy trends in Scotland: a modelling study.Journal of epidemiology and community health · 2020Article
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7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe unequal distribution of income is a fundamental determinant of health inequalities. Decision making around economic policies could be enhanced by showing their potential health effects. We used scenario modelling to assess the effects of 12 income-based policies on years of life lost (YLL) and inequalities in YLL in Scotland for the 2017-21 period.
methodsIn this modelling study, we used EUROMOD version H1.0+, a tax-benefit microsimulation model, to estimate the effects of hypothetical fiscal policies on household income for Scottish households in the 2014/15 Family Resources Survey (n=2871). The effects were modelled excluding housing costs. Income change from baseline was estimated for each quintile of the 2016 Scottish Index of Multiple Deprivation (SIMD) after weighting to account for differential non-response to the Family Resources Survey, and incomes were equivalised according to the Organisation for Economic Co-operation and Development's modified equivalence scale. A regression analysis of cross-sectional data was used to estimate the relationship between income change and all-cause mortality, followed up by a sensitivity analysis to account for uncertainties around the assumptions on effect size. Informing Interventions to reduce health Inequalities (Triple I), a health inequalities scenario modelling tool, was used to estimate policy effects on YLL and government spending after five years of theoretical implementation. The Triple I model used population estimates for 2016 stratified by sex, 5-year age group, and SIMD quintile, which were obtained from the National Records of Scotland. Preliminary estimates of relative policy costs were calculated from the EUROMOD-derived combined effects of each policy on tax bills, National Insurance contributions, and benefits receipts for Scottish households.
findingsTaxation-based policies did not substantially affect household incomes, whereas benefits-based policies had large effects across the quintiles. The best policy for improving health and narrowing health inequalities was a 50% increase to means-tested benefits (approximately 105 177 [4·7%] YLL fewer than the baseline of 2·2 million, and a 7·9% reduction in relative index of inequality). Effects on YLL and health inequalities were inversely correlated in response to changes in taxation policy. Citizen's Basic Income (CBI) schemes also substantially narrowed inequalities (3·7% relative index of inequality for basic scheme, 5·9% for CBI with additional payments for individuals with disability), and modestly reduced YLL (0·7% for the basic scheme and 1·4% with additional payments). The estimated government spending associated with a policy was proportional to its effect on YLL, but less closely related to its effect on inequalities in YLL.
interpretationPolicies that affect incomes could potentially have marked effects on health and health inequalities in Scotland. Our projections suggest that the most effective policies for reducing health inequalities appeared to be those that disproportionately increased incomes in the most deprived areas. Although modelling was subject to various assumptions, the approach can be useful to inform decisions around addressing the upstream determinants of health inequalities.
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