Patterns of cancer-related healthcare access across Pennsylvania: Analysis of novel census tract-level indicators of persistent poverty

Background: Persistent poverty census tracts have had ≥20% of the population living below the federal poverty line for 30+ years. We assessed the relationship between persistent poverty and cancer-related healthcare access across census tracts in Pennsylvania.

Methods: We gathered publicly-available census tract-level data on persistent poverty, rurality, and sociodemographic variables, as well as potential access to healthcare (i.e., prevalence of health insurance, last-year check-up), realized access to healthcare (i.e., prevalence of screening for cervical, breast, and colorectal cancers), and self-reported cancer diagnosis. We used multivariable spatial regression models to assess the relationships between persistent poverty and each healthcare access indicator.

Results: Among Pennsylvania’s census tracts, 2,789 (89.8%) were classified as non-persistent poverty, and 316 (10.2%) were classified as persistent poverty (113 did not have valid data on persistent poverty). Persistent poverty tracts had lower prevalence of health insurance (estimate=-1.70, standard error [SE]=0.10), screening for cervical cancer (estimate=-4.00, SE=0.17) and colorectal cancer (estimate=-3.13, SE=0.20), and cancer diagnosis (estimate=-0.34, SE=0.05), compared to non-persistent poverty tracts (all p<.001). However, persistent poverty tracts had higher prevalence of last-year check-up (estimate=0.22, SE=0.08) and screening for breast cancer (estimate=0.56, SE=0.15) (both p<.01).

Conclusions: Relationships between persistent poverty and cancer-related healthcare access outcomes differed in direction and magnitude. Health promotion interventions should leverage data at fine-grained geographic units (e.g., census tracts) to motivate focus on communities or outcomes.

Impact: Future studies should extend these analyses to other states and outcomes to inform public health research and interventions to reduce geographic disparities.

Find the version of record at https://doi.org/10.1158/1055-9965.EPI-23-1255

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Work Title Patterns of cancer-related healthcare access across Pennsylvania: Analysis of novel census tract-level indicators of persistent poverty
Access
Open Access
Creators
  1. Jennifer L. Moss
  2. Nathaniel R. Geyer
  3. Eugene J. Lengerich
Keyword
  1. Persistent poverty
  2. Access to care
  3. Cancer prevention and control
  4. Health geography
License In Copyright (Rights Reserved)
Work Type Article
Publisher
  1. Cancer Epidemiology, Biomarkers & Prevention
Publication Date April 3, 2024
Publisher Identifier (DOI)
  1. https://doi.org/10.1158/1055-9965.EPI-23-1255
Deposited March 26, 2024

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Version 1
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  • Created

    March 26, 2024 09:49 by Researcher Metadata Database

  • Added CT-persistent-poverty-access_RR_manuscript_clean.docx

    March 26, 2024 09:49 by Researcher Metadata Database

  • Added Creator Jennifer Moss

    March 26, 2024 09:49 by Researcher Metadata Database

  • Added Creator Nathaniel R Geyer

    March 26, 2024 09:49 by Researcher Metadata Database

  • Added Creator E J Lengerich

    March 26, 2024 09:49 by Researcher Metadata Database

  • Published

    March 26, 2024 09:49 by Researcher Metadata Database

  • Updated

    April 04, 2024 10:22 by [unknown user]

  • Updated Keyword, Description, Publication Date Show Changes

    April 12, 2024 12:08 by avs5190

    Keyword
    • Persistent poverty, Access to care, Cancer prevention and control, Health geography
    Description
    • Background. Persistent poverty census tracts have had ≥20% of the population living below the federal poverty line for 30+ years. We assessed the relationship between persistent poverty and cancer-related healthcare access across census tracts in Pennsylvania.
    • Methods. We gathered publicly-available census tract-level data on persistent poverty, rurality, and sociodemographic variables, as well as potential access to healthcare (i.e., prevalence of health insurance, last-year check-up), realized access to healthcare (i.e., prevalence of screening for cervical, breast, and colorectal cancers), and self-reported cancer diagnosis. We used multivariable spatial regression models to assess the relationships between persistent poverty and each healthcare access indicator.
    • Results. Among Pennsylvania’s census tracts, 2,789 (89.8%) were classified as non-persistent poverty, and 316 (10.2%) were classified as persistent poverty (113 did not have valid data on persistent poverty). Persistent poverty tracts had lower prevalence of health insurance (estimate=-1.70, standard error [SE]=0.10), screening for cervical cancer (estimate=-4.00, SE=0.17) and colorectal cancer (estimate=-3.13, SE=0.20), and cancer diagnosis (estimate=-0.34, SE=0.05), compared to non-persistent poverty tracts (all p<.001). However, persistent poverty tracts had higher prevalence of last-year check-up (estimate=0.22, SE=0.08) and screening for breast cancer (estimate=0.56, SE=0.15) (both p<.01).
    • Conclusions. Relationships between persistent poverty and cancer-related healthcare access outcomes differed in direction and magnitude. Health promotion interventions should leverage data at fine-grained geographic units (e.g., census tracts) to motivate focus on communities or outcomes.
    • Impact. Future studies should extend these analyses to other states and outcomes to inform public health research and interventions to reduce geographic disparities.
    • Background: Persistent poverty census tracts have had ≥20% of the population living below the federal poverty line for 30+ years. We assessed the relationship between persistent poverty and cancer-related healthcare access across census tracts in Pennsylvania.
    • Methods: We gathered publicly-available census tract-level data on persistent poverty, rurality, and sociodemographic variables, as well as potential access to healthcare (i.e., prevalence of health insurance, last-year check-up), realized access to healthcare (i.e., prevalence of screening for cervical, breast, and colorectal cancers), and self-reported cancer diagnosis. We used multivariable spatial regression models to assess the relationships between persistent poverty and each healthcare access indicator.
    • Results: Among Pennsylvania’s census tracts, 2,789 (89.8%) were classified as non-persistent poverty, and 316 (10.2%) were classified as persistent poverty (113 did not have valid data on persistent poverty). Persistent poverty tracts had lower prevalence of health insurance (estimate=-1.70, standard error [SE]=0.10), screening for cervical cancer (estimate=-4.00, SE=0.17) and colorectal cancer (estimate=-3.13, SE=0.20), and cancer diagnosis (estimate=-0.34, SE=0.05), compared to non-persistent poverty tracts (all p<.001). However, persistent poverty tracts had higher prevalence of last-year check-up (estimate=0.22, SE=0.08) and screening for breast cancer (estimate=0.56, SE=0.15) (both p<.01).
    • Conclusions: Relationships between persistent poverty and cancer-related healthcare access outcomes differed in direction and magnitude. Health promotion interventions should leverage data at fine-grained geographic units (e.g., census tracts) to motivate focus on communities or outcomes.
    • Impact: Future studies should extend these analyses to other states and outcomes to inform public health research and interventions to reduce geographic disparities.
    Publication Date
    • 2024-02-01
    • 2024-04-03
  • Renamed Creator Jennifer L. Moss Show Changes

    April 12, 2024 12:08 by avs5190

    • Jennifer Moss
    • Jennifer L. Moss
  • Renamed Creator Nathaniel R. Geyer Show Changes

    April 12, 2024 12:08 by avs5190

    • Nathaniel R Geyer
    • Nathaniel R. Geyer
  • Renamed Creator Eugene J. Lengerich Show Changes

    April 12, 2024 12:08 by avs5190

    • E J Lengerich
    • Eugene J. Lengerich