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Contact tracing & super-spreaders in the branching-process model
In recent years, it became clear that super-spreader events play an important role, particularly in the spread of airborne infections. We investigate a novel model for super-spreader events, not based on a heterogeneous contact graph but on a random contact rate: Many individuals become infected syn...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9830628/ https://www.ncbi.nlm.nih.gov/pubmed/36625934 http://dx.doi.org/10.1007/s00285-022-01857-6 |
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author | Müller, Johannes Hösel, Volker |
author_facet | Müller, Johannes Hösel, Volker |
author_sort | Müller, Johannes |
collection | PubMed |
description | In recent years, it became clear that super-spreader events play an important role, particularly in the spread of airborne infections. We investigate a novel model for super-spreader events, not based on a heterogeneous contact graph but on a random contact rate: Many individuals become infected synchronously in single contact events. We use the branching-process approach for contact tracing to analyze the impact of super-spreader events on the effect of contact tracing. Here we neglect a tracing delay. Roughly speaking, we find that contact tracing is more efficient in the presence of super-spreaders if the fraction of symptomatics is small, the tracing probability is high, or the latency period is distinctively larger than the incubation period. In other cases, the effect of contact tracing can be decreased by super-spreaders. Numerical analysis with parameters suited for SARS-CoV-2 indicates that super-spreaders do not decrease the effect of contact tracing crucially in case of that infection. |
format | Online Article Text |
id | pubmed-9830628 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-98306282023-01-10 Contact tracing & super-spreaders in the branching-process model Müller, Johannes Hösel, Volker J Math Biol Article In recent years, it became clear that super-spreader events play an important role, particularly in the spread of airborne infections. We investigate a novel model for super-spreader events, not based on a heterogeneous contact graph but on a random contact rate: Many individuals become infected synchronously in single contact events. We use the branching-process approach for contact tracing to analyze the impact of super-spreader events on the effect of contact tracing. Here we neglect a tracing delay. Roughly speaking, we find that contact tracing is more efficient in the presence of super-spreaders if the fraction of symptomatics is small, the tracing probability is high, or the latency period is distinctively larger than the incubation period. In other cases, the effect of contact tracing can be decreased by super-spreaders. Numerical analysis with parameters suited for SARS-CoV-2 indicates that super-spreaders do not decrease the effect of contact tracing crucially in case of that infection. Springer Berlin Heidelberg 2023-01-10 2023 /pmc/articles/PMC9830628/ /pubmed/36625934 http://dx.doi.org/10.1007/s00285-022-01857-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Müller, Johannes Hösel, Volker Contact tracing & super-spreaders in the branching-process model |
title | Contact tracing & super-spreaders in the branching-process model |
title_full | Contact tracing & super-spreaders in the branching-process model |
title_fullStr | Contact tracing & super-spreaders in the branching-process model |
title_full_unstemmed | Contact tracing & super-spreaders in the branching-process model |
title_short | Contact tracing & super-spreaders in the branching-process model |
title_sort | contact tracing & super-spreaders in the branching-process model |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9830628/ https://www.ncbi.nlm.nih.gov/pubmed/36625934 http://dx.doi.org/10.1007/s00285-022-01857-6 |
work_keys_str_mv | AT mullerjohannes contacttracingsuperspreadersinthebranchingprocessmodel AT hoselvolker contacttracingsuperspreadersinthebranchingprocessmodel |