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

Author:

Robertson Nicole M.1ORCID,Burus Todd2ORCID,Hudson Lauren12,Hull Pamela C.123,Park Lee4,Vanderford Nathan L.125ORCID

Affiliation:

1. College of Medicine, University of Kentucky, Lexington, KY 40536, USA

2. Markey Cancer Center, University of Kentucky, Lexington, KY 40536, USA

3. Department of Behavioral Science, College of Medicine, University of Kentucky, Lexington, KY 40536, USA

4. Department of Statistics, College of Arts and Sciences, University of Kentucky, Lexington, KY 40536, USA

5. Department of Toxicology and Cancer Biology, College of Medicine, University of Kentucky, Lexington, KY 40536, USA

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.

Funder

University of Kentucky’s Appalachian Career Training in Oncology (ACTION) Program

Markey Cancer Center Cancer Center

NIH National Center for Advancing Translational Sciences

Infectious Disease Society of America

Publisher

MDPI AG

Subject

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

Reference41 articles.

1. Appalachian Regional Commission (2022, April 30). The Appalachian Region, Available online: https://www.arc.gov/about-the-appalachian-region/.

2. Cancer incidence in Kentucky, Pennsylvania, and West Virginia: Disparities in Appalachia;Lengerich;J. Rural Health,2005

3. Pollard, K., and Jacobsen, L.A. (2022). The Appalachian Region: A Data Overview from the 2016–2020 American Community Survey Chartbook.

4. Trends and patterns of disparities in cancer mortality among US counties, 1980–2014;Mokdad;JAMA,2017

5. Cancer Incidence in Appalachia, 2004–2011;Wilson;Cancer Epidemiol. Biomark. Prev.,2016

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