But several high-profile scientists in the UK have already voiced their concerns over the IHME model.
Professor Sylvia Richardson, of Cambridge University and the co-chair of the Royal Statistical Society Task Force on Covid-19, told the Science Media Centre the projections are based on “very strong assumptions about the way the epidemic will progress.”
She said the model was “based mostly on using the experience in other countries to fit a smooth curve to the counts of deaths reported so far in the UK, rather than any modeling of the epidemic itself.”
“Methods like this are well known for being extremely sensitive, and are likely to change dramatically as new information comes in,” Richardson added.
Racing against the clock
However, the IHME model suggests this might not be enough. It said the shortage of intensive care (ICU) beds would peak at 23,745 on April 17.
The IHME said the peak demand in the UK is expected to total 102,794 hospital beds, which compares to the 17,765 currently available. It added that 24,544 ICU beds will be needed, compared to the 799 beds it estimates will be available.
Professor David Spiegelhalter, who chairs the Winton Centre for Risk and Evidence Communication at University of Cambridge, told the Science Media Centre he was “very skeptical” of the projections.
“[They] are based on assuming a rather simple mathematical model for the whole course of the epidemic,” he said. “I suspect they will change a lot as new data arrives — we shall see.”
Epidemiological modeling is a tricky discipline, because it relies in part on assumptions. The models often need updating as more data comes in.
“The outputs of any model should not really be treated as a prediction of what is going to happen,” said Dr. Simon Gubbins, head of the Transmission Biology Group at The Pirbright Institute in England. “Rather they represent plausible scenarios, based on knowledge at the time they were generated and assumptions made in the model … that can be used to help inform decisions of policy makers,” he told the Science Media Centre.
The authors of the IHME forecast admit their model is highly uncertain, giving the range of possible deaths in the UK as between 55,022 and 79,995.
This was the first time the IHME team published models for several European countries, including the UK. On Wednesday, the institute updated its US forecast, predicting 60,415 deaths in the country, significantly fewer than the 82,000 it predicted on Tuesday.
The researchers based their findings on models of the peak in death rates and hospital usage in Wuhan, the Chinese city which was the original epicenter of the outbreak, as well as data from seven European locations that have peaked, including the Spanish capital of Madrid and the Lombardy region in Italy.
They also factored in data from local and national governments, the World Health Organization and information on each country’s social distancing policies.
CNN’s Vasco Cotovio in London contributed to this report.