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Finding and Explaining Optimal Screening Strategies with Limited Tests during the COVID-19 Epidemics
Carole Adam
Hélène Arduin
Rob Grace
Hossein Baharmand
The COVID-19 epidemics has now lasted for 2 years. A vaccine has been found, but other complementary measures are still required, in particular testing, tracing contacts, isolating infected individuals, and respecting sanitary measures (physical distancing, masks). However these measures are not always well accepted and many fake news circulate about the virus or the vaccine. We believe that explaining the mechanisms behind the epidemics and the reasons for the sanitary measures is key to protect the general population from disinformation. To this end, we have developed a simple agent-based epidemic simulator that includes various screening strategies. We show that it can be used to compare the efficiency of various targeting strategies, starting date, and number of daily tests. We also ran an optimisation algorithm that proves that the best strategies consist in testing widely and early. Our simulator is already available to play online, to raise awareness in the general population.
urn:ISBN:978-82-8427-099-9
openurl:?ctx_ver=Z39.88-2004&rfr_id=info%3Asid%2Fidl.iscram.org%2F&genre=proceeding&title=Finding%20and%20Explaining%20Optimal%20Screening%20Strategies%20with%20Limited%20Tests%20during%20the%20COVID-19%20Epidemics&stitle=Iscram%202022&issn=2411-3387&isbn=978-82-8427-099-9&date=2022&spage=102&epage=115&aulast=Carole%20Adam&au=H%E9l%E8ne%20Arduin&place=Tarbes%2C%20France&sid=refbase%3AISCRAM
url:http://idl.iscram.org/show.php?record=2402
citekey:CaroleAdam+HeleneArduin2022
citation:Carole Adam, & Hélène Arduin. (2022). Finding and Explaining Optimal Screening Strategies with Limited Tests during the COVID-19 Epidemics. In Rob Grace, & Hossein Baharmand (Eds.), ISCRAM 2022 Conference Proceedings – 19th International Conference on Information Systems for Crisis Response and Management (pp. 102-115). Tarbes, France.
2022
ConferencePaper
text
Agent-based simulation
screening strategies
epidemics modelling
COVID-19
file:http://idl.iscram.org/files/caroleadam/2022/2402_CaroleAdam+HeleneArduin2022.pdf
English
2411-3387
ISCRAM 2022 Conference Proceedings – 19th International Conference on Information Systems for Crisis Response and Management
2022
102
115
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