Computational Model Library

Risk perception of individuals and the transmission dynamics of COVID-19 (1.0.0)

The purpose of this model is to explore the influence of integrating individuals’ behavioral dynamics in an agent-based model of COVID-19, on the dynamics of disease transmission. The model is an agent-based extention of an established large-scale Individual-based model called STRIDE. Four risk factors determine the individual’s perception of the risk and how they behave accordingly. It is assumed that individuals with higher levels of risk perception adopt higher levels of contact reduction in their daily routines. Individuals can assign different weights to any of the four different risk factors, i.e., the modeler can model different populations and explore how the transmission dynamics vary among them.

Release Notes

Version 1.0.0

Associated Publications

Risk perception of individuals and the transmission dynamics of COVID-19 1.0.0

Submitted by Sara Shahin Moghadam Published Jun 27, 2023 Last modified Jun 27, 2023

The purpose of this model is to explore the influence of integrating individuals’ behavioral dynamics in an agent-based model of COVID-19, on the dynamics of disease transmission. The model is an agent-based extention of an established large-scale Individual-based model called STRIDE. Four risk factors determine the individual’s perception of the risk and how they behave accordingly. It is assumed that individuals with higher levels of risk perception adopt higher levels of contact reduction in their daily routines. Individuals can assign different weights to any of the four different risk factors, i.e., the modeler can model different populations and explore how the transmission dynamics vary among them.

Release Notes

Version 1.0.0

Cite this Model

Sara Shahin Moghadam, Franziska klügel (2023, June 27). “Risk perception of individuals and the transmission dynamics of COVID-19” (Version 1.0.0). CoMSES Computational Model Library. Retrieved from: https://www.comses.net/codebases/63379055-7a70-44a7-a514-4896a7865369/releases/1.0.0/

Replication of a previously described model

The model is an agent-based extention of an established large-scale Individual-based model called STRIDE. We first replicated the original STRIDE as an agent-based model and then extended it by integrating a Risk Perception Module.
STRIDE’s DOI:10.5281/zenodo.4440258

References

https://doi.org/10.1038/s41467-021-21747-7

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Contributors
Sara Shahin Moghadam Franziska klügel
DOI
No assigned DOI
Model Version
1.0.0
License
GPL-3.0
Programming Language
Domain-Specific Language for ABS
Software Framework
SeSAm
Operating System
Windows
Publish Date
Tuesday, June 27, 2023
Last Updated
Tuesday, June 27, 2023
Downloads 8
Peer Review
Unreviewed
Version Submitter First published Last modified Status
1.0.0 Sara Shahin Moghadam Tue Jun 27 12:27:39 2023 Tue Jun 27 12:27:43 2023 Published

Discussion

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