Nathan L. Vanderford

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Articles (13)

Year:

2025

Year:

2025

Year:

2025

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.

Year:

2023

Year:

2023

Year:

2023

Year:

2023

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2022

Year:

2022

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2021

Year:

2021

Year:

2021

Year:

2021

Collaborators (4)

Clinton Patterson

Texas A&M University

UNITED STATES
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Chi-Ning Chang

Assistant Professor

Virginia Commonwealth University

UNITED STATES
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Rebekah Layton

Director, Professional Development Programs

University of North Carolina at Chapel Hill

UNITED STATES
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V. Scott H. Solberg

Associate Dean for Research and Professor, Counseling and Human Development

Boston University

UNITED STATES
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