KISSing in the Time of COVID-19: Some Lessons for Model Choice [Special Issue]
Issue: Issue 13 • Author/s: Till Grüne-Yanoff
Topics: Epidemiology, Epistemology, Philosophy of science
I present and analyze the case of COVID-19 modeling at the Public Health Agency of Sweden (FoHM) between February 2020 and May 2021. The analysis casts the case as a decision problem: modelers choose from a strategically prepared menu that model which they have reasons to believe will best serve their current purpose. Specifically, I argue that the model choice at FoHM concerned a trade-off between model-target similarity and model simplicity. Five reasons for choosing to engage in such a trade-off are discussed: lack of information, avoiding overfitting, avoiding fuzzy…
Vaccination Uptake Interventions: An EBM+ Approach [Special Issue]
Issue: Issue 13 • Author/s: Daniel Auker-Howlett, Jon Williamson
Topics: Epidemiology, Epistemology, Philosophy of Medicine, Philosophy of science
As the COVID-19 pandemic has demonstrated, barriers to vaccination uptake are heterogeneous and vary according to the local context. We argue that a more systematic consideration of local social and behavioural mechanisms could improve the development, assessment and refinement of vaccination uptake interventions. The EBM+ approach to evidence appraisal, which is a development of a recent line of work on the epistemology of causality, provides a means to evaluate mechanistic studies and their role in assessing the effectiveness of an intervention. We argue that an EBM+ methodology offers several potential…