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

Research output: Contribution to journalArticlepeer-review

13 Scopus citations

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.

Original languageEnglish
Article number6363
JournalInternational Journal of Environmental Research and Public Health
Volume20
Issue number14
DOIs
StatePublished - Jul 2023

Bibliographical note

Publisher Copyright:
© 2023 by the authors.

Funding

This study was supported by the University of Kentucky’s Appalachian Career Training in Oncology (ACTION) Program (NCI R25 CA221765), the Markey Cancer Center Cancer Center Support Grant (NCI P30 CA177558), the NIH National Center for Advancing Translational Sciences Grant (UL1TR00199) (NMR), and the Infectious Disease Society of America 2021–2022 Grant for Emerging Researchers/Clinicians Mentorship (G.E.R.M.) program (NMR). The content is solely the responsibility of the authors and does not necessarily represent the official views of the NIH.

FundersFunder number
Markey Cancer Center's Cancer Center SupportP30 CA177558
National Institutes of Health (NIH)
National Childhood Cancer Registry – National Cancer InstituteR25 CA221765
National Childhood Cancer Registry – National Cancer Institute
National Center for Advancing Translational Sciences (NCATS)UL1TR00199
National Center for Advancing Translational Sciences (NCATS)
University of Kentucky

    UN SDGs

    This output contributes to the following UN Sustainable Development Goals (SDGs)

    1. SDG 3 - Good Health and Well-being
      SDG 3 Good Health and Well-being

    Keywords

    • Appalachia
    • cancer
    • cancer education
    • disparities
    • literacy
    • rural health

    ASJC Scopus subject areas

    • Pollution
    • Public Health, Environmental and Occupational Health
    • Health, Toxicology and Mutagenesis

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