Evidence map›Paper›PMID 38294094›Full record

SynthesisThe Milbank quarterly2024

Causal Assessment of Income Inequality on Self-Rated Health and All-Cause Mortality: A Systematic Review and Meta-Analysis.

Michal Shimonovich, Mhairi Campbell, Rachel M Thomson, Philip Broadbent, Valerie Wells, Daniel Kopasker, Gerry McCARTNEY, Hilary Thomson, Anna Pearce, S Vittal Katikireddi

Abstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in The Milbank quarterly, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed, 2 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Article
  4. Article
  5. Income inequality and life expectancy in Canada: New evidence from province-level panel regression, 1996-2019.Canadian journal of public health = Revue canadienne de sante publique · 2025
    Article
  6. Health from a health promotion perspective: a concept analysis.Journal of health, population, and nutrition · 2025
    Review
  7. Article
  8. Article
  9. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Michal ShimonovichMRC/CSO Social and Public Health Sciences Unit, School of Health and Wellbeing, University of Glasgow.ORCID 0000-0002-2918-0477
Mhairi CampbellMRC/CSO Social and Public Health Sciences Unit, School of Health and Wellbeing, University of Glasgow.
Rachel M ThomsonMRC/CSO Social and Public Health Sciences Unit, School of Health and Wellbeing, University of Glasgow.
Philip BroadbentMRC/CSO Social and Public Health Sciences Unit, School of Health and Wellbeing, University of Glasgow.
Valerie WellsMRC/CSO Social and Public Health Sciences Unit, School of Health and Wellbeing, University of Glasgow.
Daniel KopaskerMRC/CSO Social and Public Health Sciences Unit, School of Health and Wellbeing, University of Glasgow.
Gerry McCARTNEYSchool of Social and Political Sciences, University of Glasgow.
Hilary ThomsonMRC/CSO Social and Public Health Sciences Unit, School of Health and Wellbeing, University of Glasgow.
Anna PearceMRC/CSO Social and Public Health Sciences Unit, School of Health and Wellbeing, University of Glasgow.
S Vittal KatikireddiMRC/CSO Social and Public Health Sciences Unit, School of Health and Wellbeing, University of Glasgow.

Funding

Chief Scientist Office SCAF/15/02Chief Scientist Office SPHSU17Medical Research Council MC_UU_00022/2Wellcome TrustWellcome Trust 205412/Z/16/ZWellcome Trust 218105/Z/19/Z
6 · The paper itself

Abstract

Policy Points Income is thought to impact a broad range of health outcomes. However, whether income inequality (how unequal the distribution of income is in a population) has an additional impact on health is extensively debated. Studies that use multilevel data, which have recently increased in popularity, are necessary to separate the contextual effects of income inequality on health from the effects of individual income on health. Our systematic review found only small associations between income inequality and poor self-rated health and all-cause mortality. The available evidence does not suggest causality, although it remains methodologically flawed and limited, with very few studies using natural experimental approaches or examining income inequality at the national level. CONTEXT: Whether income inequality has a direct effect on health or is only associated because of the effect of individual income has long been debated. We aimed to understand the association between income inequality and self-rated health (SRH) and all-cause mortality (mortality) and assess if these relationships are likely to be causal.

methodsWe searched Medline, ISI Web of Science, Embase, and EconLit (PROSPERO: CRD42021252791) for studies considering income inequality and SRH or mortality using multilevel data and adjusting for individual-level socioeconomic position. We calculated pooled odds ratios (ORs) for poor SRH and relative risk ratios (RRs) for mortality from random-effects meta-analyses. We critically appraised included studies using the Risk of Bias in Nonrandomized Studies - of Interventions tool. We assessed certainty of evidence using the Grading of Recommendations Assessment, Development and Evaluation framework and causality using Bradford Hill (BH) viewpoints.

findingsThe primary meta-analyses included 2,916,576 participants in 38 cross-sectional studies assessing SRH and 10,727,470 participants in 14 cohort studies of mortality. Per 0.05-unit increase in the Gini coefficient, a measure of income inequality, the ORs and RRs (95% confidence intervals) for SRH and mortality were 1.06 (1.03-1.08) and 1.02 (1.00-1.04), respectively. A total of 63.2% of SRH and 50.0% of mortality studies were at serious risk of bias (RoB), resulting in very low and low certainty ratings, respectively. For SRH and mortality, we did not identify relevant evidence to assess the specificity or, for SRH only, the experiment BH viewpoints; evidence for strength of association and dose-response gradient was inconclusive because of the high RoB; we found evidence in support of temporality and plausibility.

conclusionsIncreased income inequality is only marginally associated with SRH and mortality, but the current evidence base is too methodologically limited to support a causal relationship. To address the gaps we identified, future research should focus on income inequality measured at the national level and addressing confounding with natural experiment approaches.

Indexed as

Health Status DisparitiesIncomeMortalityHumansSelf ReportSocioeconomic Factorscausalityincome inequalitysystematic review

Identifiers

PMID38294094
PMCPMC10938942

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.