ArticleFrontiers in public health2022
Educational disparities in adult health across U.S. states: Larger disparities reflect economic factors.
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 10 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
10 citing papers in PubMed.
- Perspectives of Vietnamese Americans Regarding COVID-19 Vaccine Acceptance, Trusted Sources of Information, and Pandemic-related Challenges.Journal of racial and ethnic health disparities · 2026Article
- Racial and Socioeconomic Healthcare Disparities in Access to Chimeric Antigen Receptor T (CAR-T) Cell Therapy for Blood Cancers.Cancer medicine · 2026Review
- Changes in the Education-Health Gradient Within U.S. States, 1993-2019.Population research and policy review · 2026Article
- Interrogating Theories and Mechanisms Underlying Educational Inequities in Diet Quality.The Journal of nutrition · 2025Review
- Welfare policies, joint pain prevalence and educational gaps in 50 U.S. states from 2011 to 2021: A fixed effects analysis.The journal of pain · 2025Article
- Article
- Associations Between Socioeconomic Status and Adherence to Medications in People With Cystic Fibrosis.Pediatric pulmonology · 2025Article
- Changes in public awareness of the social determinants of health over 15 years in Wisconsin, United States.Preventive medicine reports · 2025Article
- Mental and physical health among 'sandwich' generation working-age adults in the United States: Not all sandwiches are made equal.SSM - population health · 2024Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
Abstract
Introduction: Education level is positively associated with adult health in the United States. However, new research shows that the association is stronger in some U.S. states than others, and that states with stronger associations also tend to have poorer overall levels of health. Understanding why educational disparities in health are larger in some states than others can advance knowledge of the major drivers of these disparities, between individuals and states. To that end, this study examined how key mechanisms (economic conditions, health behaviors, family, healthcare) help explain the education-health association in each state and whether they do so systematically. Methods: Using data on over 1.7 million adults ages 25-64 in the 2011-2018 Behavioral Risk Factor Surveillance System, we estimated the association between education level and self-rated health in each state, net of age, sex, race/ethnicity, and calendar year. We then estimated the contribution of economic, behavioral, family, and healthcare mechanisms to the association in each state. Results: The strength of the education-health association differed markedly across states and was strongest in the Midwest and South. Collectively, the mechanisms accounted for most of the association in all states, from 55% of it in North Dakota to 73% in Oklahoma. Economic (employment, income) and behavioral (smoking, obesity) mechanisms were key, but their contribution to the association differed systematically across states. In states with stronger education-health associations, economic conditions were the dominant mechanism linking education to health, but in states with weaker associations, the contribution of economic mechanisms waned and that of behavioral mechanisms rose. Discussion: Meaningful reductions in educational disparities in health, and overall improvements in health, may come from prioritizing access to employment and livable income among adults without a 4-year college degree, particularly in Southern and Midwestern states.
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.