Related Experiment Video
Updated: Aug 7, 2026

Inverse Probability of Treatment Weighting (Propensity Score) using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Post-Injury General Medical Care Usage for Military Health System Beneficiaries Living in United States Primary Care
Camille Q Vu1, Sarah Prabhakar2,3, Ian S Sorensen2,3
1Department of Preventive Medicine and Biostatistics, Uniformed Services University, Bethesda, MD 20814, United States.
Introduction:
Limited healthcare access can adversely affect military readiness and the health of active duty service members (ADSM) and their families, particularly following serious injury. Approximately half of U.S. military installations are overseas, or in federally designated primary care (PC) Health Professional Shortage Areas, or "PC deserts," characterized by limited provider availability and longer distances to care, which may impact post-injury care. The study objective was to assess the impact of living in a U.S. PC desert or overseas compared to a U.S. non-desert on the rate of general medical (GM) non-surgical, non-mental health care encounters during the year following a serious injury among ADSM, spouses, and children.
Materials And Methods:
A retrospective cohort study of Military Health System (MHS) data from FY 2005-2016 identified seriously injured ADSM, spouses, and children using ICD-9 codes for concussion, fractures, post-traumatic stress disorder, blindness, burns, shrapnel, and other traumatic injuries. Negative binomial regression estimated post-injury GM encounter rates comparing beneficiaries assigned to installations in PC deserts or overseas with those in U.S. non-desert areas, adjusting for age, sex, ADSM race, and rank.
Results:
Among 545,611 injured beneficiaries (301,846 ADSM, 77,813 spouses, 75,952 children), residence in PC deserts was associated with increased outpatient civilian care and decreased outpatient military treatment facility (MTF) care. In PC deserts, inpatient care was decreased for spouses and children but increased for ADSM compared to U.S. non-deserts. Overseas outpatient care was decreased for all beneficiary categories, as was inpatient care for dependents, although inpatient care for ADSM was increased overseas. In PC deserts, civilian care was generally increased, whereas overseas, care at military facilities was increased.
Conclusions:
These findings highlight geographic disparities in healthcare utilization among MHS beneficiaries and underscore the importance of considering location-based access challenges in military medical resource planning and policy.
Related Concept Videos
Secondary Healthcare System
Traditional Level Of Health Care System
The preventive healthcare service includes tests for screening. Preventive health care services include identifying and reducing disease risk...
Primary Healthcare Services
In 1978, international leaders convened in Alma-Ata, Kazakhstan, for what would be a pivotal event in global health. The Alma-Ata Declaration was the first to call...
Tertiary Healthcare System
Methods Of Healthcare Delivery System
Managed Care System:
The managed care system is designed to control the cost while maintaining the quality of care. The patient's care from admission to discharge is planned by the primary care provider or the case manager, also known as the gatekeeper. In a managed care system, the number of care providers is limited...
Specialized Care Centers and Settings-II
Rural health centers are specialized care facilities in remote locations with very few medical personnel. The primary care providers who run the centers are mostly Registered Nurse Practitioners. Here, emergency treatment is provided to critically ill or injured patients before they are transferred to the closest hospital. Fortunately, due to advancement in technology, many rural healthcare facilities and professionals have easy access to diagnostic and treatment...

