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.
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.
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Who cites it
10 citing papers in PubMed.
- 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 · 2026Article
- Spatial analysis of diabetes prevalence and diabetes-related cancer mortality in the united states.Cancer causes & control : CCC · 2025Article
- Utilization of Lung Cancer Registries in Learning Health Systems for Health Care Improvement.JCO clinical cancer informatics · 2025Review
- Association of Low Educational Attainment and Higher Colorectal Cancer Risk: Mediatory Effect of Lifestyle-Associated Factors Within Local Context.World journal of oncology · 2025Article
- Machine learning to evaluate the effects of non-clinical social determinant features in predicting colorectal Cancer mortality in a medically underserved Appalachian population.Scientific reports · 2025Article
- Cancer Advocacy Empowers Appalachian Kentucky Youth.Health promotion practice · 2025Article
- Examining Geographic Disparity: Variation in Cancer Outcomes Within Appalachia.Journal of the American College of Surgeons · 2025Article
- Multilevel Mentorship Prepares Youth for the Oncology Workforce in Appalachian Kentucky.Health promotion practice · 2025Article
- A new communication approach to encourage lung cancer screening action in rural eligible populations.PEC innovation · 2024Article
- Latent Archetypes of the Spatial Patterns of Cancer.Statistics in medicine · 2024Article
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6 authors.
Funding
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.
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