Evidence map›Paper›PMID 25600296›Full record

ArticleEuropean journal of epidemiology2015

A Swiss paradox? Higher income inequality of municipalities is associated with lower mortality in Switzerland.

Kerri M Clough-Gorr, Matthias Egger, Adrian Spoerri

Abstract readEvaluation Study
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In one paragraph

Article in European journal of epidemiology, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed, 1 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

16 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
  4. Mental Health of the Russian Federation Population versus Regional Living Conditions and Individual Income.International journal of environmental research and public health · 2023
    Article
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  6. County level study of the interaction effect of PMFrontiers in public health · 2022
    Article
  7. Inequality in physical activity, global trends by income inequality and gender in adults.The international journal of behavioral nutrition and physical activity · 2020
    Article
  8. Article
  9. Article
  10. Article
  11. Air pollution inequality and health inequality in China: An empirical study.Environmental science and pollution research international · 2019
    Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. The income inequality hypothesis rejected?European journal of epidemiology · 2015
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

3 authors.

Kerri M Clough-GorrInstitute of Social and Preventive Medicine (ISPM), University of Bern, Finkenhubelweg 11, 3012, Bern, Switzerland. kerri.clough@ispm.unibe.ch.
Matthias EggerInstitute of Social and Preventive Medicine (ISPM), University of Bern, Finkenhubelweg 11, 3012, Bern, Switzerland.
Adrian SpoerriInstitute of Social and Preventive Medicine (ISPM), University of Bern, Finkenhubelweg 11, 3012, Bern, Switzerland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

It has long been surmised that income inequality within a society negatively affects public health. However, more recent studies suggest there is no association, especially when analyzing small areas. This study aimed to evaluate the effect of income inequality on mortality in Switzerland using the Gini index on municipality level. The study population included all individuals >30 years at the 2000 Swiss census (N = 4,689,545) living in 2,740 municipalities with 35.5 million person-years of follow-up and 456,211 deaths over follow-up. Cox proportional hazard regression models were adjusted for age, gender, marital status, nationality, urbanization, and language region. Results were reported as hazard ratios (HR) with 95% confidence intervals. The mean Gini index across all municipalities was 0.377 (standard deviation 0.062, range 0.202-0.785). Larger cities, high-income municipalities and tourist areas had higher Gini indices. Higher income inequality was consistently associated with lower mortality risk, except for death from external causes. Adjusting for sex, marital status, nationality, urbanization and language region only slightly attenuated effects. In fully adjusted models, hazards of all-cause mortality by increasing Gini index quintile were HR = 0.99 (0.98-1.00), HR = 0.98 (0.97-0.99), HR = 0.95 (0.94-0.96), HR = 0.91 (0.90-0.92) compared to the lowest quintile. The relationship of income inequality with mortality in Switzerland is contradictory to what has been found in other developed high-income countries. Our results challenge current beliefs about the effect of income inequality on mortality on small area level. Further investigation is required to expose the underlying relationship between income inequality and population health.

Indexed as

CitiesHealth Status DisparitiesIncomeMortalityAdultAgedAged, 80 and overFemaleHumansLogistic ModelsLongitudinal StudiesMaleMiddle AgedProportional Hazards ModelsResidence CharacteristicsSocioeconomic FactorsGini indexIncomeIncome inequalityMortalitySwitzerland

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Registered trials

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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 OpenQuestion graph.