id |
sigradi2022_298 |
authors |
Perry, Isha N.; Xue, Zhouyi; Huang, Hui-Ling; Crispe, Nikita; Vegas, Gonzalo; Swarts, Matthew; Gomez Z., Paula |
year |
2022 |
title |
Human Behavior Simulations to Determine Best Strategies for Reducing COVID-19 Risk in Schools |
source |
Herrera, PC, Dreifuss-Serrano, C, Gómez, P, Arris-Calderon, LF, Critical Appropriations - Proceedings of the XXVI Conference of the Iberoamerican Society of Digital Graphics (SIGraDi 2022), Universidad Peruana de Ciencias Aplicadas, Lima, 7-11 November 2022 , pp. 39–50 |
summary |
The dynamics of COVID-19 spread have been studied from an epidemiological perspective, at city, country, and global scales (Rabajante, 2020, Ma, 2020, and Giuliani et al., 2020), although after two years of the pandemic we know that viruses spread mostly through built environments. This study is part of the Spatiotemporal Modeling of COVID-19 spread in buildings research (Gomez, Hadi, and Kemenova et al., 2020 and 2021), which proposes a multidimensional model that integrates spatial configurations, temporal use of spaces, and virus characteristics into one multidimensional model. This paper presents a specific branch of this model that analyzes the behavioral parameters, such as vaccination, masking, and mRNA booster rates, and compares them to reducing room occupancy. We focused on human behavior, specifically human interactions within six feet. We utilized the multipurpose simulation software, AnyLogic, to quantify individual exposure to the virus, in the high school building by Perkins and Will. The results show how the most effective solution, reducing the occupancy rates or redesigning layouts, being the most impractical one, is as effective as 80% of the population getting a third boost. |
keywords |
Spatiotemporal Modeling, Behavior Analytics, COVID-19 Spread, Agent-Based Simulation, COVID-19 Prevention |
series |
SIGraDi |
email |
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full text |
file.pdf (486,185 bytes) |
references |
Content-type: text/plain
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Bhandari, T. (2021)
What makes an mrna vaccine so effective against severe COVID-19?
, Washington University School of Medicine in St. Louis. Retrieved March 2022, from https://medicine.wustl.edu/news/what-makes-an-mrna-vaccine-so-effective-against-severe-covid-19/#:~:text=In%20clinical%20trials%2C%20both%20were,considered%20for%20 emergency%20use%20 authorization.
|
|
|
|
Gomez Z., P., Hadi, K., Swarts, M., & Olga Kemenova, M. B. (2021)
Spatiotemporal Modeling: Spread of COVID-19 in Educational Settings: The Role of Architecture in A Pandemic
, 9th ASCAAD Proceedings, pg. 421-434, 2021.
|
|
|
|
Haischer, M. H., Beilfuss, R., Hart, M. R., Opielinski, L., Wrucke, D., Zirgaitis, G., Uhrich, T. D., & Hunter, S. K. (2020)
Who is wearing a mask? gender-, age-, and location-related differences during the COVID-19 pandemic
, PLoS ONE 15(10): e0240785.
|
|
|
|
Head, J. R., Andrejko, K. L., & Remais, J. V. (2022)
Model-based assessment of SARS-COV-2 delta variant transmission dynamics within partially vaccinated K-12 school populations
, Lancet Regional Health. Americas. Retrieved March 2022, from https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8614621/
|
|
|
|
Hearne, B. N., & Nino, M. D. (2021)
Understanding how race, ethnicity, and gender shape mask-wearing adherence during the COVID-19 pandemic: Evidence from the COVID impact survey
, Journal of racial and ethnic health disparities. SpringerLink. Retrieved March 2022, from https://link.springer.com/article/10.1007/s40615-020-00941-1
|
|
|
|
Mandavilli, A. (2022)
New C.D.C. guidelines suggest 70 percent of Americans can stop wearing masks.
, The New York Times. Retrieved March 2022, from https://www.nytimes.com/2022/02/25/health/cdc-mask-guidance.html
|
|
|
|
Mattiuzzi, C., & Lippi, G. (2022)
Primary COVID-19 vaccine cycle and booster doses efficacy: Analysis of Italian nationwide vaccination campaign
, Retrieved March 2022, from https://academic.oup.com/eurpub/advance-article/doi/10.1093/eurpub/ckab220/6493335?login=true
|
|
|
|
Sidik, S. M. (2022)
Vaccines protect against infection from Omicron subvariant - but not for long.
, Nature News. https://www.nature.com/articles/d41586-022-00775-3
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last changed |
2023/05/16 16:55 |
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