Related Experiment Video
Updated: Jan 28, 2026

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Pediatric Asthma in a Universally Insured Military Population
Felicia Yeboah Denteh1,2, Wendy Vaughan1,2, Amanda Banaag1,2
1Center for Health Services Research, Uniformed Services University of the Health Sciences, Bethesda, Maryland.
Insights
Pediatric asthma diagnosis and emergency department visits were higher in Black, Hispanic, and Native Hawaiian/Pacific Islander children. However, asthma treatment and inhaled corticosteroid prescriptions increased, suggesting improved outcomes in the Military Health System population.
Area of Science:
- Pediatric pulmonology
- Health services research
- Health equity
Background:
- Pediatric asthma prevalence, treatment, and outcomes vary across racial and ethnic groups, particularly in insured populations.
- Understanding these disparities is crucial for targeted interventions and improved child health.
- Socioeconomic factors at multiple levels influence pediatric asthma risk.
Purpose of the Study:
- To examine racial and ethnic disparities in pediatric asthma diagnoses.
- To investigate differences in asthma-related healthcare utilization (potentially avoidable hospitalizations, emergency department visits, specialist visits) and prescriptions.
- To assess these disparities within the Military Health System (MHS) using TRICARE Prime data.
Main Methods:
- Cross-sectional study utilizing secondary health care and pharmacy claims data from the MHS Data Repository for FY2023.
- Included TRICARE Prime-enrolled dependents aged 2-17 years with at least one healthcare encounter.
- Race and ethnicity were primary variables, with logistic regression analyzing asthma diagnosis, healthcare utilization, and prescription patterns, controlling for demographic and healthcare setting factors.
Main Results:
- A total of 950,896 children were analyzed, with 3.3% diagnosed with asthma. Higher asthma prevalence was observed in older children, males, and those with 1-2 siblings.
- Black children exhibited the highest odds of asthma diagnosis (OR, 1.85).
- Black (OR, 1.39), Hispanic (OR, 1.36), and Native Hawaiian/Pacific Islander (OR, 1.25) children had higher odds of asthma-related emergency department visits. Potentially avoidable hospitalizations were too few for significant analysis. Asthma treatment and inhaled corticosteroid prescription rates increased within the asthma cohort.
Conclusions:
- Despite observed racial and ethnic disparities in asthma diagnosis and emergency department utilization, the MHS pediatric population experienced improvements in asthma treatment and inhaled corticosteroid prescriptions.
- The findings suggest that the low-cost or no-cost healthcare provided through TRICARE may contribute to better asthma management and outcomes.
- Further research is warranted to address specific disparities and optimize asthma care across diverse pediatric populations within military families.
Importance:
Pediatric asthma risk is associated with socioeconomic characteristics at individual, household, and community levels. It is critical to understand how the prevalence, treatment, and outcomes of pediatric asthma differ among ethnic and racial groups in a universally insured population.
Objective:
To investigate racial and ethnic differences in asthma diagnoses, potentially avoidable hospitalizations (PAHs) or emergency department (ED) visits, specialist visits, and asthma-related prescriptions among Military Health System (MHS) pediatric beneficiaries.
Design, Setting, And Participants:
This cross-sectional study investigated the prevalence of pediatric asthma among MHS beneficiaries enrolled in TRICARE Prime during fiscal year (FY) 2023. Secondary health care and pharmacy claims data were obtained from the MHS Data Repository. Participants included TRICARE Prime-enrolled dependents, aged 2 to 17 years, who were seen in at least 1 inpatient or outpatient setting during FY 2023.
Exposures:
Race and ethnicity, derived from sponsor demographics, was the primary variable of interest. Controlling variables included sex, sponsor marital status, number of siblings, health care setting, region, and sponsor rank.
Main Outcomes And Measures:
Outcomes of interest were asthma prevalence and asthma-related outcomes (PAHs, ED visits, specialist visits, and prescriptions). Multiple logistic regressions, with 95% CIs, were used to estimate outcomes of interest within each age group and among all ages. Odds ratios (ORs) for asthma diagnosis across both age group and race and ethnicity categories were assessed among the full pediatric cohort.
Results:
Among the cohort of 950 896 children (largest age group, 428 212 children [45.0%] aged 11-17 years; 483 988 [50.9%] male children; 24 150 [2.5%] Asian children; 157 709 [16.6%] Black children, 166 253 [17.5%] Hispanic children, 33 032 [3.5%] Native Hawaiian or Pacific Islander children, 526 324 [55.4%] White children, and 43 428 [4.6%] children of other races), 31 288 (3.3%) (18 130 boys [1.9%]) met the asthma diagnosis definition. Greater prevalence was found in older age groups, male children, and dependents with 1 or 2 siblings. Black children had the highest odds of diagnosis for all ages (OR, 1.85; 95% CI, 1.80-1.91; P < .001). Black (OR, 1.39; 95% CI, 1.29-1.50; P < .001), Hispanic (OR, 1.36; 95% CI, 1.25-1.48; P < .001), and Native Hawaiian or Pacific Islander (OR, 1.25; 95% CI, 1.05-1.48; P = .01) children had higher odds of an asthma-related ED visit. PAHs were too few (587 visits) to return statistically significant results. Within the asthma cohort, 27 625 children (88.3%) had a prescription for any asthma treatment and 19 961 (63.8%) had a prescription for an inhaled corticosteroid.
Conclusions And Relevance:
This cross-sectional study of asthma prevalence and outcomes found decreases in asthma diagnoses, asthma-related ED visits, and PAHs but increases in asthma treatment and inhaled corticosteroid prescriptions. The data highlighted how low-cost to no-cost health care may have led to better asthma outcomes among the MHS pediatric population.
Related Concept Videos
Asthma-I: Introduction
Asthma-II: Pathophysiology and Classification
Additionally, environmental and genetic factors play crucial roles in determining an individual's susceptibility to asthma and the severity of their condition.
Critical processes in asthma pathophysiology include:
Asthma: Pathogenesis and Management
Asthma is classified as allergic and non-allergic. Allergens such as dust mites, pollen, and pet dander trigger allergic asthma, while factors like cold air, intense emotions, or exercise can induce non-allergic asthma.
Asthma-III: Symptoms and Complications
Classification of Asthma
Asthma-IV: Diagnostic and Management
Clinical Assessment for Asthma:
This is the first step in diagnosing and managing asthma. It includes:
Conservation of Small Populations

