Immediate‑effect assumption skews attribution

Updated: 2020.06.08 5Y ago 1 sources
Epidemic models that assume each government intervention causes an immediate, discrete change in transmission risk can misattribute declines in transmission to policy steps versus gradual behaviour change. Explicitly flagging and testing the 'immediate effect' assumption should be standard because it materially alters which measures are credited for epidemic control. — Policymakers and the public may over‑credit formal mandates (like lockdowns) if models conflate slow, voluntary behaviour shifts with instant policy effects, affecting future choices about which measures to keep or revive.

Sources

Estimating the effects of non-pharmaceutical interventions on COVID-19 in Europe | Nature
2020.06.08 100% relevant
The Nature paper explicitly assumes changes in R_t are immediate responses to interventions rather than gradual behavioural change; that assumption is untested in the analysis and is highlighted in the methods and limitations.
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