ArticleFrontiers in public health2022
Understanding health inequalities in Wales using the Blinder-Oaxaca decomposition method.
Article in Frontiers in public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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8 citing papers in PubMed.
- Well-Being Under Structural Constraints of Political Instability in the Israeli-Occupied West Bank: A Cross-Sectional Study.Health and human rights · 2026Article
- Understanding gender variation in the risk factors of hypertension through cross sectional analysis.Scientific reports · 2025Article
- Left behind? A longitudinal ecological study of 'regional deprivation amplification' and life expectancy growth in in England (2004 to 2020).Health & place · 2025Article
- Decomposing socioeconomic differences in self-rated health and healthcare expenditure by chronic conditions and social determinants.International journal for equity in health · 2025Article
- Multivariate decomposition of shift toward public facilities for inpatient care in rural India: evidence from National Sample Survey.Frontiers in public health · 2025Article
- Evaluating socioeconomic inequalities in self-rated oral health and its contributing factors in Brazilian older adults.PloS one · 2025Article
- The determinants of mental health inequalities between Chinese migrants and non-migrants during the Shanghai 2022 lockdown: a Blinder-Oaxaca decomposition.International journal for equity in health · 2024Article
- Socioeconomic inequality in self-rated health and its determinants: an Oaxaca blinder decomposition in Ilam, West of Iran during 2023.BMC health services research · 2023Article
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6 authors.
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Abstract
Background: Throughout Wales and the world, health inequality remains a problem that is interconnected with a wider and complex social, economic and environmental dynamic. Subsequently, action to tackle inequality in health needs to take place at a structural level, acknowledging the constraints affecting an individual's (or community's) capability and opportunity to enable change. While the 'social determinants of health' is an established concept, fully understanding the composition of the health gap is dependent on capturing the relative contributions of a myriad of social, economic and environmental factors within a quantitative analysis. Method: The decomposition analysis sought to explain the differences in the prevalence of these outcomes in groups stratified by their ability to save at least £10 a month, whether they were in material deprivation, and the presence of a limiting long-standing illness, disability of infirmity. Responses to over 4,200 questions within the National Survey for Wales ( Results: The prevalence of fair/poor health was 75% higher in those who were financially insecure and 95% higher in those who are materially deprived. Decomposition of the outcome revealed that just under half of the health gap was "explained" i.e., 45.5% when stratifying by the respondent's ability to save and 46% when stratifying by material deprivation status. Further analysis of the explained component showed that "Social/Human Capital" and "Income Security/Social Protection" determinants accounted the most for disparities observed; it also showed that "Health Services" determinants accounted the least. These findings were consistent across the majority of scenarios modeled. Conclusion: The analysis not only quantified the significant health gaps that existed in the years leading up to the COVID-19 pandemic but it has also shown what determinants of health were most influential. Understanding the factors most closely associated with disparities in health is key in identifying policy levers to reduce health inequalities and improve the health and well-being across populations.
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