Evidence map›Paper›PMID 37510595›Full record

ArticleInternational journal of environmental research and public health2023

Lung and Colorectal Cancer Disparities in Appalachian Kentucky: Spatial Analysis on the Influence of Education and Literacy.

Nicole M Robertson, Todd Burus, Lauren Hudson, Pamela C Hull, Lee Park, Nathan L Vanderford

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
–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

10 citing papers in PubMed.

  1. Peer-Led Cancer Education Intervention in Appalachian Kentucky: Evaluating Effects on Participants' Cancer Knowledge and Perspectives.Journal of cancer education : the official journal of the American Association for Cancer Education · 2026
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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

6 authors.

Nicole M RobertsonCollege of Medicine, University of Kentucky, Lexington, KY 40536, USA.ORCID 0000-0003-2139-8321
Todd BurusMarkey Cancer Center, University of Kentucky, Lexington, KY 40536, USA.ORCID 0000-0001-6819-1788
Lauren HudsonCollege of Medicine, University of Kentucky, Lexington, KY 40536, USA.
Pamela C HullCollege of Medicine, University of Kentucky, Lexington, KY 40536, USA.
Lee ParkDepartment of Statistics, College of Arts and Sciences, University of Kentucky, Lexington, KY 40536, USA.
Nathan L VanderfordCollege of Medicine, University of Kentucky, Lexington, KY 40536, USA.ORCID 0000-0002-0810-2701

Funding

University of Kentucky Markey Cancer Center Support Grant ECIA SupplementP30CA177558 · NCI · UNIVERSITY OF KENTUCKY · PI Jennifer F Rogers · 2013 to 2026
$38.3M
Appalachian Career Training in Oncology (ACTION) ProgramR25CA221765 · NCI · UNIVERSITY OF KENTUCKY · PI Nathan Lane Vanderford · 2018 to 2026
$3.7M
NCI NIH HHS P30 CA177558NCI NIH HHS R25 CA221765
6 · The paper itself

Abstract

Low educational attainment and high cancer incidence and mortality rates have long been a challenge in Appalachian Kentucky. Prior studies have reported disparities in cancer incidence and mortality between Appalachian and non-Appalachian populations, but the influence of education on this disparity has not been extensively studied. Herein, all cancers and two cancer sites with available screenings (colorectal and lung) were joined with education indicators (educational attainment and literacy) and one geographic indicator across all 120 Kentucky counties. This dataset was used to build choropleth maps and perform simple linear and spatial regression to assess statistical significance and to measure the strength of the linear relationship between county-level education and cancer-related outcomes in Appalachian and non-Appalachian Kentucky. Among all cancer sites, age-adjusted cancer incidence and mortality was higher in Appalachian versus non-Appalachian Kentucky. The percentage of the population not completing high school was positively correlated with increased colorectal and lung cancer incidence and mortality in Appalachia. Similarly, counties with a higher percentage of the population lacking basic literacy had the strongest correlation with colorectal and lung cancer incidence and mortality, which were concentrated in Appalachian Kentucky. Our findings suggest a need for implementing interventions that increase educational attainment and enhance basic literacy as a means of improving cancer outcomes in Appalachia.

Indexed as

Colorectal NeoplasmsLung NeoplasmsAppalachian RegionEducational StatusHumansKentuckyLiteracyLungSpatial AnalysisAppalachiacancercancer educationdisparitiesliteracyrural health

Identifiers

PMID37510595
PMCPMC10379284

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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.