Evidence map›Paper›PMID 11777800›Full record

ArticleBMJ (Clinical research ed.)2002

Education, income inequality, and mortality: a multiple regression analysis.

Andreas Muller

Abstract read
In one paragraph

Article in BMJ (Clinical research ed.), 2002. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 69 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
69citing 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

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

  1. Pooled it
  2. Correlates of quality of life in China rural-urban female migrate workers.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2012
    Trial
  3. Business cycles and mortality in Italy.The European journal of health economics : HEPAC : health economics in prevention and care · 2026
    Article
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  5. The 2020 US Decennial Census is more private than you (might) think.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
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  10. Subtyping Social Determinants of Health inmedRxiv : the preprint server for health sciences · 2023
    Article
  11. Article
  12. Article
  13. Review
  14. Article
  15. Article
  16. Article
  17. Income Inequality and Obesity among US Adults 1999-2016: Does Sex Matter?International journal of environmental research and public health · 2021
    Article
  18. Progress of Inequality in Age at Death in India: Role of Adult Mortality.European journal of population = Revue europeenne de demographie · 2021
    Article
  19. Article
  20. Exercise Behavior and Mood during the COVID-19 Pandemic in Taiwan: Lessons for the Future.International journal of environmental research and public health · 2020
    Article

9 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

1 author.

Andreas MullerDepartment of Health Services Administration, University of Arkansas at Little Rock, 207 Ross Hall, 2801 South University Ave, Little Rock, AR 72204, USA. axmuller@ualr.edu

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo test whether the relation between income inequality and mortality found in US states is because of different levels of formal education.

designCross sectional, multiple regression analysis.

settingAll US states and the District of Columbia (n=51). DATA SOURCES: US census statistics and vital statistics for the years 1989 and 1990.

main outcome measureMultiple regression analysis with age adjusted mortality from all causes as the dependent variable and 3 independent variables-the Gini coefficient, per capita income, and percentage of people aged >/=18 years without a high school diploma.

resultsThe income inequality effect disappeared when percentage of people without a high school diploma was added to the regression models. The fit of the regression significantly improved when education was added to the model.

conclusionsLack of high school education accounts for the income inequality effect and is a powerful predictor of mortality variation among US states.

Indexed as

Educational StatusMortalityAdultAgedCross-Sectional StudiesHumansIncomeMiddle AgedPovertyRegression AnalysisRisk FactorsUnited States

Identifiers

PMID11777800
PMCPMC61654

What OpenQuestion holds

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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.