Rotation-based schedules in elementary schools to prevent COVID-19 spread: a simulation study

0578058 - ÚI 2024 RIV US eng J - Článek v odborném periodiku
Brom, C. - Diviák, T. - Drbohlav, J. - Korbel, Václav - Levínský, René - Neruda, Roman - Kadlecová, Gabriela - Šlerka, J. - Šmíd, Martin - Trnka, J. - Vidnerová, Petra
Rotation-based schedules in elementary schools to prevent COVID-19 spread: a simulation study.
Scientific Reports. Roč. 13, č. 1 (2023), č. článku 19156. ISSN 2045-2322. E-ISSN 2045-2322
Institucionální podpora: RVO:67985807 ; RVO:67985556 ; RVO:67985998
Klíčová slova: agent-based model * covid-19 * epidemiological modelling * SEIR
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8); Applied Economics, Econometrics (NHU-N); Statistics and probability (UTIA-B)
Impakt faktor: 4.6, rok: 2022
Způsob publikování: Open access
https://doi.org/10.1038/s41598-023-45788-8

Rotations of schoolchildren were considered as a non-pharmacological intervention in the COVID-19 pandemic. This study investigates the impact of different rotation and testing schedules. We built an agent-based model of interactions among pupils and teachers based on a survey in an elementary school in Prague, Czechia. This model contains 624 schoolchildren and 55 teachers and about 27 thousands social contacts in 10 layers. The layers reflect different types of contacts (classroom, cafeteria, etc.) in the survey. On this multi-graph structure we run a modified SEIR model of covid-19 infection. The parameters of the model are calibrated on data from the outbreak in the Czech Republic in spring 2020. Weekly rotations of in-class and distance learning are an effective preventative measure in schools reducing the spread of covid-19 by 75–81% . Antigen testing twice a week or PCR once a week significantly reduces infections even when using tests with a lower sensitivity. The structure of social contacts between pupils and teachers strongly influences the transmission. While the density of contact graphs for older pupils is 1.5 times higher than for younger pupils, the teachers’ network is an order of magnitude denser. Teachers moreover act as bridges between groups of children, responsible for 14–18% of infections in the secondary school compared to 8–11% in the primary school. Weekly rotations with regular testing are a highly effective non-pharmacological intervention for the prevention of covid-19 spread in schools and a way to keep schools open during an epidemic.
Trvalý link: https://hdl.handle.net/11104/0347085