Assessing the quality of evidence from epidemiological agent-based models for the COVID-19 pandemic

History and Philosophy of the Life Sciences 43 (1):1-4 (2021)
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Abstract

Agent-based models (ABMs) are one of the main sources of evidence for decisions regarding mitigation and suppression measures against the spread of SARS-CoV-2. These models have not been previously included in the hierarchy of evidence put forth by the evidence-based medicine movement, which prioritizes those research methods that deliver results less susceptible to the risk of confounding. We point out the need to assess the quality of evidence delivered by ABMs and ask the question of what is the risk that assumptions entertained in ABMs do not include all the key factors and make model predictions susceptible to the problem of confounding.

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Martin Zach
Czech Academy of Sciences

Citations of this work

Epidemiological models and COVID-19: a comparative view.Valeriano Iranzo & Saúl Pérez-González - 2021 - History and Philosophy of the Life Sciences 43 (3):1-24.

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References found in this work

Depth: An Account of Scientific Explanation.Michael Strevens - 2008 - Cambridge, Mass.: Harvard University Press.
Evidence-Based Medicine Must Be ..A. La Caze - 2009 - Journal of Medicine and Philosophy 34 (5):509-527.

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