Evidence map›Paper›PMID 37954012›Full record

ArticleSSM - population health2023

Association of educational attainment with cancer mortality in a national cohort study of black and white adults: A mediation analysis.

Anjali Gupta, Lauren E Wilson, Laura C Pinheiro, Amy H Herring, Tyson Brown, Virginia J Howard, Tomi F Akinyemiju

Open access · goldAbstract read
In one paragraph

Article in SSM - population health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
3.3field-weighted citation impact, top 7% of its field
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

8 citing papers in PubMed, 12 citations in OpenAlex.

  1. Loneliness is correlated with cancer mortality in US counties: an ecological analysis.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Article
  2. Article
  3. Educational attainment and employment status in lung cancer patients: a nationwide study.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026
    Article
  4. The Impact of a Pilot Oncology Summer Internship on Early Medical Students' Understanding of Oncology and Social Determinants of Health: A Mixed-Methods Study.Journal of cancer education : the official journal of the American Association for Cancer Education · 2025
    Article
  5. Article
  6. Article
  7. Review
  8. 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

7 authors at 3 institutions in 1 country.

Anjali GuptaDepartment of Population Health Sciences, Duke University School of Medicine, Durham, NC, USA.
Lauren E WilsonDepartment of Population Health Sciences, Duke University School of Medicine, Durham, NC, USA.
Laura C PinheiroDepartment of Medicine, Weill Cornell Medicine, New York, NY, USA.
Amy H HerringDepartment of Statistical Science, Global Health, Biostatistics & Bioinformatics, Duke University, Durham, NC, USA.
Tyson BrownDepartment of Sociology, Duke University, Durham, NC, USA.
Virginia J HowardDepartment of Epidemiology, University of Alabama at Birmingham, School of Public Health, Birmingham, AL, USA.
Tomi F AkinyemijuDepartment of Population Health Sciences, Duke University School of Medicine, Durham, NC, USA.
Duke University · USCornell University · USUniversity of Alabama at Birmingham · US

Funding

VCID and Stroke in a Bi-racial National CohortU01NS041588 · NINDS · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI CUSHMAN, MARY, HOWARD, GEORGE · 2002 to 2022
$96.0M
Science CoreP2CHD065563 · NICHD · DUKE UNIVERSITY · PI James Moody · 2015 to 2026
$5.7M
NICHD NIH HHS P2C HD065563NINDS NIH HHS U01 NS041588
6 · The paper itself

Abstract

Background: Low educational attainment is associated with excess cancer mortality. However, the mechanisms driving this association remain unknown. Methods: Using data from the REasons for Geographic and Racial Differences in Stroke (REGARDS) study, we evaluated the associations of participant and parental/caregiver education with cancer mortality using Cox proportional hazards models, adjusting for socio-demographic characteristics and health conditions. We used principal components analysis to generate indices of measures representing the social determinants of health (SDOH) and health behaviors. We used structural equation modeling to determine if the association between educational attainment and cancer mortality was mediated by these domains. Results: Among 30,177 REGARDS participants included in this analysis, 3798 (12.6%) had less than a high school degree. In fully adjusted models, those without a high school education experienced about 50% greater risk of death than high school graduates and higher (White participants HR: 1.47; 95% CI: 1.23, 1.76 and Black HR: 1.54; 95% CI: 1.33, 1.79). There was evidence of a modest mediation effect for the association between education and cancer mortality by the SDOH domain score (White total effect HR: 1.25; 95% CI: 1.18, 1.33, indirect effect HR: 1.04; 95% CI: 1.03, 1.05, direct effect HR: 1.21; 95% CI: 1.14, 1.28 and Black total effect HR: 1.24; 95% CI: 1.18, 1.29, indirect effect HR: 1.04; 95% CI: 1.03, 1.05, direct effect HR: 1.19; 95% CI: 1.14, 1.24). There was no evidence of mediation by the health behaviors score. No significant associations were found for female caregiver/mother's or male caregiver/father's education (N = 13,209). Conclusions: In conclusion, participant education was strongly associated with cancer mortality, and this association was partially mediated by the SDOH domain score.

Indexed as

EducationHealth behaviorsMortalitySocial determinants of health

Identifiers

PMID37954012
PMCPMC10637994
OpenAlexW4388195428

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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 OpenQuestion graph.