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Area of Science:

  • Epidemiology
  • Infectious Disease Modeling
  • Public Health

Background:

  • Congregate living settings, such as military basic training, are susceptible to COVID-19 outbreaks.
  • Effective prevention strategies are crucial to mitigate disease transmission in these high-density environments.

Purpose of the Study:

  • To identify improved strategies for preventing COVID-19 outbreaks in military basic training settings.
  • To analyze the unique vulnerabilities within military basic training using an agent-based model.

Main Methods:

  • An agent-based model was developed to simulate a hypothetical cohort of trainees on a U.S. Army post.
  • The model analyzed transmission dynamics and the impact of various intervention strategies.

Main Results:

  • Military basic training presents unique challenges requiring customized outbreak prevention approaches.
  • Introductions by trainers and support staff, who have ongoing community exposure, represent a significant vulnerability.
  • Increased initial testing of trainees could paradoxically elevate outbreak risk due to false positives and subsequent transmission in isolation.

Conclusions:

  • Customized non-pharmaceutical interventions are essential for preventing COVID-19 outbreaks in military basic training until high-coverage transmission-blocking vaccines are implemented.
  • Continued vigilance is necessary due to evolving virus variants and breakthrough infections, even with increasing vaccination rates.