Related Experiment Video
Updated: Jan 30, 2026

Competing-Risk Nomogram for Predicting Cancer-Specific Survival in Multiple Primary Colorectal Cancer Patients after Surgery
Published on: September 27, 2024
Differences in Lung Cancer Survival by Demographic Characteristics and Social Determinants of Health, United States,
Christine M Kava1,2, Shifan Dai2, David A Siegel2
1Epidemic Intelligence Service, Centers for Disease Control and Prevention, Atlanta, GA, USA.
Objectives:
Common data sources that examine cancer survival provide limited information on health behaviors or social determinants of health. We linked individual-level cancer registry data to county-level data to examine differences in survival among people diagnosed with lung cancer.
Methods:
We linked 2010-2020 National Program of Cancer Registries survival data from 40 registries, covering 85% of the US population, to county-level data on current age-adjusted cigarette smoking prevalence, average daily density of fine particulate matter (PM2.5) in µg/m3 (fine particulate pollution), and overall social vulnerability. We generated Kaplan-Meier survival curves and used multivariable Cox proportional hazards regression to examine overall and cause-specific survival among people aged ≥20 years diagnosed with lung cancer.
Results:
Survival was significantly lower among people who lived in counties with a higher prevalence of cigarette smoking of 14.3% to <17.0% (adjusted hazard ratio [AHR] = 1.06), 17.0% to <20.2% (AHR = 1.08), and 20.2% to 34.8% (AHR = 1.14) compared with 6.7% to <14.3%; fine particulate pollution >12.0 µg/m3 versus ≤12.0 µg/m3 (AHR = 1.04); and social vulnerability scores in the second (AHR = 1.01), third (AHR = 1.02), and fourth (AHR = 1.03) quartiles versus first quartile. Individual-level covariates significantly associated with rates of survival included sex, age at diagnosis, race and ethnicity, histology, stage at diagnosis, receiving surgery during first course of treatment, year of diagnosis, and US Census region.
Conclusions:
Multiple characteristics were associated with lower 5-year lung cancer survival rates. Interventions that address these characteristics (eg, promoting tobacco cessation, reducing exposure to fine particulate pollution) may lead to longer survival after lung cancer diagnosis.
More Related Videos
Related Concept Videos
Cancer Survival Analysis
Causes of Social Behavior I: Actions and Characteristics of Individuals
Social Proof
The Sense of Self: Reflected Self-Appraisal and Social Comparison
Social Scripts
Measurement: Derived Units

