Related Experiment Video
Updated: Aug 20, 2026

Competing-Risk Nomogram for Predicting Cancer-Specific Survival in Multiple Primary Colorectal Cancer Patients after Surgery
Published on: September 27, 2024
County-Level Medical Debt and Its Associations With Cancer Stage and Survival in the United States
Xuesong Han1, Nuo Nova Yang1, Xin Hu2,3
11Surveillance, Prevention, and Health Services Research, American Cancer Society, Atlanta, GA.
Background:
Medical debt is recognized as a social determinant of health. This study examines associations of county-level medical debt in collections with diagnosis stage and survival among individuals newly diagnosed with cancer in the United States.
Patients And Methods:
A cohort of individuals aged ≥18 years newly diagnosed with cancer in 2011-2019 was identified from the National Cancer Database and followed through December 31, 2019. The county-level share of adults with medical debt in collections was combined with patient-level data. Hierarchical multivariable logistic and Cox proportional hazard models estimated associations of county-level medical debt with cancer diagnosis stage and overall survival, respectively, for all patients and by cancer type, clinical, and socioeconomic subgroups.
Results:
A total of 7,558,658 individuals with cancer were identified, with median county-level medical debt of 18%, ranging from 0% to 56%. Patients in the highest medical debt quartile had the highest proportion with stage IV disease and lowest 5-year survival rate. After adjusting for other patient- and county-level characteristics, patients living in counties in the highest quartile of medical debt were more likely to be diagnosed with stage IV disease (odds ratio, 1.079; 95% CI, 1.064-1.094) and had poorer survival (hazard ratio, 1.072; 95% CI, 1.061-1.082) than those living in counties in the lowest quartile of medical debt, with a statistically significant dose-response relationship (P for trend <.001). Patterns were observed across major cancer types and were consistent across socioeconomic and clinical subgroups.
Conclusions:
County-level medical debt was associated with advanced-stage diagnosis and worse survival among individuals newly diagnosed with cancer. Future research is warranted to evaluate the recent and ongoing US policy changes on medical debt prevalence and their effects on cancer care and outcomes.
Related Concept Videos
Cancer Survival Analysis
The Tumor Microenvironment
Cancer
Psychoneuroimmunology: Diabetes and Cancer
Combination Therapies and Personalized Medicine
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...
What is Cancer?
Although people have known about cancer for centuries, it was only in 1761 that Giovanni Morgagni of Padua performed a detailed autopsy of patients who died from...
