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
The Impact of Healthcare Deserts on Obstetric Outcomes Among U.S. Military Service Members
Megan McDermott1, Jacob Fletcher1, Karolina Wadolowska1
1Department of Gynecologic Surgery and Obstetrics, Womack Army Medical Center, Fort Bragg, NC 28310, United States.
Introduction:
Areas without adequate access for obstetric health care known as maternal health care deserts (MHCD) make up a large part of the United States and significantly impact access to care. Increasing attention has been drawn to stationing of active duty service members (ADSM) and their families in these areas with little to no obstetric health care. This study aims to assess the association between U.S. military base location and ADSM obstetric outcomes.
Materials And Methods:
This is an observational, retrospective cohort study using de-identified data sourced from the Medical Assessment and Readiness System. The Medical Assessment and Readiness System protocol was approved by the Naval Medical Center Portsmouth Institutional Review Board. Using this repository, researchers identified all pregnant ADSMs between 2011 and 2021 with and without preventable pregnancy outcomes (PPO). Demographic, military, and health factor data were compared using t-test and chi-squared test. A survival analysis was used to assess the effects of social and community factors associated with maternal health care deserts on PPO risk.
Results:
Between 2011 and 2021, 545,851 female ADSM began military service and had 141,360 incident pregnancies. There were 21,544 pregnancies that resulted in PPO, or 152.4 PPO per 1,000 pregnancies. Factors associated with increased PPO risk include younger age, higher body mass index, Asian/Pacific Islander race, lower rank, non-Air Force service, non-married status, income level, proximity to obstetric care and increasing Social Deprivation Index. PPO risk increased when both the obstetric clinic and the patient residence were in an area with increased Social Deprivation index (adjusted hazard ratio = 5.07; 95% CI, 4.86-5.28). Risk of PPO increased with increasing distance between the obstetric clinic and patient residence.
Conclusions:
This study demonstrates that the risk of adverse pregnancy outcomes was higher among those living or being treated in high socioeconomic deprivation areas as well as those living further away from their treating clinic. Further studies should be undertaken to investigate the effects of obstetric healthcare deserts on obstetric outcomes in female servicemembers.
Related Concept Videos
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...
Introduction To Health Care Delivery System
The Institute of Medicine (IOM) advocates for a patient-centered, effective, safe, timely, equitable, and effective healthcare system. The National Priorities...
Issues And Trends In Healthcare Delivery System
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
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...
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...
Preventive Healthcare Services