A new threshold reveals the uncertainty about the effect of school opening on diffusion of Covid-19

Alberto Gandolfi, Andrea Aspri, Elena Beretta, Khola Jamshad, Muyan Jiang

Research output: Contribution to journalArticlepeer-review


Studies on the effects of school openings or closures during the Covid-19 pandemic seem to reach contrasting conclusions even in similar contexts. We aim at clarifying this controversy. A mathematical analysis of compartmental models with subpopulations has been conducted, starting from the SIR model, and progressively adding features modeling outbreaks or upsurge of variants, lockdowns, and vaccinations. We find that in all cases, the in-school transmission rates only affect the overall course of the pandemic above a certain context dependent threshold. We provide rigorous proofs and computations of the thresdhold through linearization. We then confirm our theoretical findings through simulations and the review of data-driven studies that exhibit an often unnoticed phase transition. Specific implications are: awareness about the threshold could inform choice of data collection, analysis and release, such as in-school transmission rates, and clarify the reason for divergent conclusions in similar studies; schools may remain open at any stage of the Covid-19 pandemic, including variants upsurge, given suitable containment rules; these rules would be extremely strict and hardly sustainable if only adults are vaccinated, making a compelling argument for vaccinating children whenever possible.

Original languageEnglish (US)
Article number3012
JournalScientific reports
Issue number1
StatePublished - Feb 22 2022


  • COVID-19/epidemiology
  • Child
  • Humans
  • Pandemics
  • Quarantine
  • SARS-CoV-2
  • Schools

ASJC Scopus subject areas

  • General


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