Modeling the Impact of Nonpharmaceutical Interventions on COVID-19 Transmission in K-12 Schools

Yiwei Zhang1, Maria E Mayorga2, Julie Ivy2

  • 1Operations Research Program, North Carolina State University, Raleigh, NC, USA.

MDM Policy & Practice
|December 8, 2022
PubMed

Insights

Nonpharmaceutical interventions like masks and reduced contacts significantly lowered COVID-19 infections in schools. Layered strategies, including screening tests, offer the best mitigation, though closures increase absenteeism.

Area of Science:

  • Epidemiology
  • Public Health
  • Mathematical Modeling

Background:

  • COVID-19 transmission posed risks to children due to limited vaccine eligibility.
  • Low vaccination rates persist in US schools despite return to in-person instruction.
  • Nonpharmaceutical interventions (NPIs) are crucial for controlling COVID-19 in K-12 settings.

Purpose of the Study:

  • To analyze the impact of various NPIs on COVID-19 transmission within K-12 schools.
  • To evaluate the effectiveness of different mitigation strategies in school environments.

Main Methods:

  • Developed a deterministic stratified SEIR model to simulate disease transmission.
  • Incorporated contact matrices to represent interactions between students and teachers.
  • Estimated COVID-19 incidence under NPIs like masks, screening, contact reduction, closures, and test-to-stay during the Omicron variant surge.

Main Results:

  • Masks and contact reduction were most effective in decreasing student infections.
  • Weekly screening tests positively impacted disease mitigation.
  • School closures and quarantining reduced infections but increased absenteeism.

Conclusions:

  • The SEIR model is a valuable tool for assessing NPI effectiveness in schools.
  • Layered NPIs provide greater benefits than individual interventions.
  • The model can be adapted for diverse populations and disease contexts.

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