Related Experiment Video
Updated: Sep 12, 2025

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Chronic Condition Burden by Veteran Status, Veterans Health Administration Enrollment, and Age Using Nationally
Neetu Chawla1, Diana J Govier2,3, Claire Than4
1VA Health Services Research & Development (HSR&D) Center for the Study of Healthcare Innovation, Implementation, and Policy, VA Greater Los Angeles Healthcare System, Los Angeles, CA.
Background:
Historically, US Veterans have reported higher chronic disease burden than non-Veterans. However, whether Veteran and Veterans Affairs (VA) coverage status continue to be associated with chronic disease burden or how these associations vary by age, especially among younger Veterans, is unknown.
Objective:
To examine the number of chronic conditions among male Veterans with and without VA coverage, and male non-Veterans, overall and by age group.
Design And Participants:
Using 2018 National Health Interview Survey data, our sample included 2301 male Veterans and 9243 male non-Veterans.
Main Measures:
The primary outcome was a number of chronic conditions, measured as a count (range 0-15) and categorically (0, 1, 2, 3+). We created a 3-category main independent variable (Veteran with VA coverage, Veteran without VA coverage, non-Veteran). Generalized linear regression models were used to estimate relationships between Veteran and VA coverage status and count of chronic conditions, overall and by age group (18-44, 45-64, 65+), adjusting for sociodemographic characteristics.
Key Results:
Veterans with VA coverage, Veterans without VA coverage, and non-Veterans had an age-standardized mean of 1.44, 1.16, and 1.09 chronic conditions, respectively. In adjusted analyses, Veterans with VA coverage had 0.36 (95% CI: 0.25-0.46) more conditions and Veterans without VA coverage had 0.12 (95% CI: 0.04-0.21) more conditions compared with non-Veterans. In age-stratified analyses, Veterans with VA coverage aged 18-44 had 0.22 (95% CI: 0.06-0.38) more conditions; 45-64, 0.71 (95% CI: 0.41-0.99) more conditions; and 65+, 0.38 (95% CI: 0.18-0.57) more conditions compared with similar-aged non-Veterans.
Conclusions:
Veterans with VA coverage had the greatest number of chronic conditions, including when stratified by age group.
More Related Videos
Related Concept Videos
Chronic Obstructive Pulmonary Disease-IV: Assessement and Diagnostic Studies
Medical History
Observational Studies
There are three types of observational studies – Prospective, retrospective, and cross-sectional.
Prospective Study
Prospective studies, also known as longitudinal or cohort studies, are carried out by collecting future data from groups sharing similar characteristics. One...
Chronic Obstructive Pulmonary Disease
Smoking is a primary risk factor for COPD, with over 80% of patients having a history of it. Patients typically experience progressive dyspnea or labored breathing, frequent coughing, and recurrent pulmonary infections. Many eventually succumb to respiratory failure, characterized by...
Chronic Obstructive Pulmonary Disease-III: Symptoms and Complications.
Symptoms of COPD can be classified as primary or systemic. Primary symptoms relate to reduced airflow, while systemic or extrapulmonary symptoms relate to COPD's broader impact on the body.
Primary Symptoms of COPD:
Chronic Obstructive Pulmonary Disease-I: Introduction
Factors Affecting Illness
For instance, risk factors are connected to illness,...

