ArticleJAMA2016
The Association Between Income and Life Expectancy in the United States, 2001-2014.
Article in JAMA, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. It is linked to 2 registered trials, which are not on this map. Cited by 939 papers.
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.
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.
Addressing Social Determinants of Health to Reduce Physician Burnout
RCT of FIND Video Coaching Intervention for Caregivers Facing Economic Adversity
Who cites it
939 citing papers in PubMed, 2,749 citations in OpenAlex.
- Proactive automatized multiple health risk behavior change intervention: reach and retention among general hospital patients.European journal of public health · 2025Trial
- Out-of-pocket health spending and population health: evidence from universal coverage expansions.BMJ global health · 2026Article
- Homicide Mortality Among Female Adolescents and Women Aged 15 to 44 Years and US State Abortion Policies.JAMA network open · 2026Article
- Autism Spectrum Disorder and Life Expectancy Among Medicaid Beneficiaries.JAMA network open · 2026Article
- Early life healthcare access and later-life mortality: Evidence using openings of county health departments.Economics and human biology · 2026Article
- How a healthy lifestyle mediates socioeconomic inequities in healthy ageing and life expectancies: A 20-year cohort of older adults.Fundamental research · 2026Article
- Socioeconomic and Regional Disparities in Long-Term Mortality Among Intensive Care Unit Survivors in South Korea: Nationwide Cohort Study.JMIR public health and surveillance · 2026Article
- Overcoming social determinants: World trade center health program monitoring use among the general responders.Preventive medicine reports · 2026Article
- Primary Care Associated with Improved Life Expectancy in Older US Adults: A Retrospective Cohort Study of National Survey Data.Journal of general internal medicine · 2026Article
- Sex-Specific Association Between Socioeconomic Status and Stroke Mortality.Journal of the American Heart Association · 2026Article
- Large-scale assessment of socioeconomic, demographic and health system structures with US county excess mortality, 2020-2024.medRxiv : the preprint server for health sciences · 2026Article
- New insights into inequalities in life expectancy and mortality: evidence from an Individual-level Socio-Economic Index (ISEI) in Australia.Population health metrics · 2026Article
- Remote delivery of STEM and entrepreneurship role models at scale changes college major choice in Ecuador.Nature human behaviour · 2026Article
- Hormonal, clinical, and survival outcomes in horses and ponies diagnosed with pituitary pars intermedia dysfunction in primary care practice.Journal of veterinary internal medicine · 2026Article
- Socioeconomic Disparities in Cardiovascular Health: A Cross-Sectional Analysis Unpacking the Sequential Mediation Roles of Protein Intake and Handgrip Strength.Healthcare (Basel, Switzerland) · 2026Article
- No Roadblocks: How Mobile Primary Care Navigates Barriers to Health Access.International journal of environmental research and public health · 2026Article
- Neighborhood factors and the geography of type 2 diabetes in Malaysia: an ecological based geospatial modelling study.BMC public health · 2026Article
- How adolescent depressive symptoms are associated with premature mortality: Behavioral and socioeconomic pathways across the life course.European child & adolescent psychiatry · 2026Article
- Association and risk prediction of 19 complex diseases with polygenic scores and socioeconomic status.Communications medicine · 2026Article
- Analyzing pediatric department documentation of patient social needs with ICD-10 Z-codes.BMC health services research · 2026Article
879 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on by
- Commented on by
- Commented on by
- Commented on by
- Commented on by
- Commented on by
- Erratum issued
Authors and funding
8 authors at 5 institutions in 1 country.
Funding
Abstract
importanceThe relationship between income and life expectancy is well established but remains poorly understood.
objectivesTo measure the level, time trend, and geographic variability in the association between income and life expectancy and to identify factors related to small area variation. DESIGN AND
settingIncome data for the US population were obtained from 1.4 billion deidentified tax records between 1999 and 2014. Mortality data were obtained from Social Security Administration death records. These data were used to estimate race- and ethnicity-adjusted life expectancy at 40 years of age by household income percentile, sex, and geographic area, and to evaluate factors associated with differences in life expectancy. EXPOSURE: Pretax household earnings as a measure of income. MAIN OUTCOMES AND MEASURES: Relationship between income and life expectancy; trends in life expectancy by income group; geographic variation in life expectancy levels and trends by income group; and factors associated with differences in life expectancy across areas.
resultsThe sample consisted of 1,408,287,218 person-year observations for individuals aged 40 to 76 years (mean age, 53.0 years; median household earnings among working individuals, $61,175 per year). There were 4,114,380 deaths among men (mortality rate, 596.3 per 100,000) and 2,694,808 deaths among women (mortality rate, 375.1 per 100,000). The analysis yielded 4 results. First, higher income was associated with greater longevity throughout the income distribution. The gap in life expectancy between the richest 1% and poorest 1% of individuals was 14.6 years (95% CI, 14.4 to 14.8 years) for men and 10.1 years (95% CI, 9.9 to 10.3 years) for women. Second, inequality in life expectancy increased over time. Between 2001 and 2014, life expectancy increased by 2.34 years for men and 2.91 years for women in the top 5% of the income distribution, but by only 0.32 years for men and 0.04 years for women in the bottom 5% (P < .001 for the differences for both sexes). Third, life expectancy for low-income individuals varied substantially across local areas. In the bottom income quartile, life expectancy differed by approximately 4.5 years between areas with the highest and lowest longevity. Changes in life expectancy between 2001 and 2014 ranged from gains of more than 4 years to losses of more than 2 years across areas. Fourth, geographic differences in life expectancy for individuals in the lowest income quartile were significantly correlated with health behaviors such as smoking (r = -0.69, P < .001), but were not significantly correlated with access to medical care, physical environmental factors, income inequality, or labor market conditions. Life expectancy for low-income individuals was positively correlated with the local area fraction of immigrants (r = 0.72, P < .001), fraction of college graduates (r = 0.42, P < .001), and government expenditures (r = 0.57, P < .001). CONCLUSIONS AND RELEVANCE: In the United States between 2001 and 2014, higher income was associated with greater longevity, and differences in life expectancy across income groups increased over time. However, the association between life expectancy and income varied substantially across areas; differences in longevity across income groups decreased in some areas and increased in others. The differences in life expectancy were correlated with health behaviors and local area characteristics.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.