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Timing and width of peak uncertain due to:
• Stochasticity in early dynamics
• Heterogeneity in contact patterns
• Spatial variation
• Uncertainty in key epidemiological parameters
Social distancing flattens curve
Risk of resurgence
following lifting of
interventions
0 1 2 3 4 5 6 7 8 9 10 11 12
Months since transmission established
Measures have been introduced to reduce transmission of the
virus and flatten the epidemic curve. However, there is a risk of
resurgence when measures are lifted
Cases
being
reported
Source: Anderson, R M, H Heesterbeek, D Klinkenberg and T D Hollingsworth (2020), "How will country-based mitigation measures influence the course of
the COVID-19 epidemic?”, The Lancet (online first, 9 March).
Intensive measures (e.g. closure of schools, social distancing
of population) might need to be maintained until a vaccine
becomes available
It could take 18 months before a vaccine is available
4
Imperial College report (Ferguson et al.) proposed adaptive
hospital surveillance-based triggers for switching on/off
population-wide social distancing and school closure
Illustration of adaptive triggering of suppression strategies
Policy
triggering
(blue)
Weekly ICU
incidence
(orange)
Weekly intensive
care unit (ICU)
cases
Source: Impact of non-pharmaceutical interventions (NPIs) to reduce COVID-19 mortality and healthcare demand (Imperial College COVID-19 Response
Team – 16 March 2020)
Mar-20 May-20 Jul-20 Sep-20 Nov-20 Jan-21 Mar-21 May-21 Jul-21 Sep-21 Nov-21
FINAL
There are large uncertainties around the virus, the
effectiveness of different policies and the extent to which
population adopts risk reducing behaviours (Ferguson et al)
Some consider that the outbreak can be stopped completely with no resurgence if measures
are taken early in a multiscale approach, e.g. testing, contact tracing allowing isolation of
infected prior to symptoms, and local lockdowns (C. Shen, N. Taleb, Y. Bar-Yam).
In any case, plans and ways of working will need to be adapted to meet the challenge.
References
Anderson, Heesterbeek, Klinkenberg and Hollingsworth, "How will country-based
mitigation measures influence the course of the COVID-19 epidemic?”, The Lancet
(online first, 9 March 2020)
Ferguson et al., Impact of non-pharmaceutical interventions (NPIs) to reduce
COVID-19 mortality and healthcare demand (16 March 2020)
Shen, Taleb N, Bar-Yam, Review of Ferguson et al “Impact of non-pharmaceutical
interventions...” (17 March 2020)

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Covid-19: Do we need to plan for the long haul?

  • 1. Timing and width of peak uncertain due to: • Stochasticity in early dynamics • Heterogeneity in contact patterns • Spatial variation • Uncertainty in key epidemiological parameters Social distancing flattens curve Risk of resurgence following lifting of interventions 0 1 2 3 4 5 6 7 8 9 10 11 12 Months since transmission established Measures have been introduced to reduce transmission of the virus and flatten the epidemic curve. However, there is a risk of resurgence when measures are lifted Cases being reported Source: Anderson, R M, H Heesterbeek, D Klinkenberg and T D Hollingsworth (2020), "How will country-based mitigation measures influence the course of the COVID-19 epidemic?”, The Lancet (online first, 9 March).
  • 2. Intensive measures (e.g. closure of schools, social distancing of population) might need to be maintained until a vaccine becomes available
  • 3. It could take 18 months before a vaccine is available
  • 4. 4 Imperial College report (Ferguson et al.) proposed adaptive hospital surveillance-based triggers for switching on/off population-wide social distancing and school closure Illustration of adaptive triggering of suppression strategies Policy triggering (blue) Weekly ICU incidence (orange) Weekly intensive care unit (ICU) cases Source: Impact of non-pharmaceutical interventions (NPIs) to reduce COVID-19 mortality and healthcare demand (Imperial College COVID-19 Response Team – 16 March 2020) Mar-20 May-20 Jul-20 Sep-20 Nov-20 Jan-21 Mar-21 May-21 Jul-21 Sep-21 Nov-21
  • 5. FINAL There are large uncertainties around the virus, the effectiveness of different policies and the extent to which population adopts risk reducing behaviours (Ferguson et al) Some consider that the outbreak can be stopped completely with no resurgence if measures are taken early in a multiscale approach, e.g. testing, contact tracing allowing isolation of infected prior to symptoms, and local lockdowns (C. Shen, N. Taleb, Y. Bar-Yam). In any case, plans and ways of working will need to be adapted to meet the challenge.
  • 6. References Anderson, Heesterbeek, Klinkenberg and Hollingsworth, "How will country-based mitigation measures influence the course of the COVID-19 epidemic?”, The Lancet (online first, 9 March 2020) Ferguson et al., Impact of non-pharmaceutical interventions (NPIs) to reduce COVID-19 mortality and healthcare demand (16 March 2020) Shen, Taleb N, Bar-Yam, Review of Ferguson et al “Impact of non-pharmaceutical interventions...” (17 March 2020)