Monday, June 22, 2026

Coronavirus modeling provides mixed bag of data for Virginia

(WYDaily file/Courtesy of Unsplash)
(WYDaily file/Courtesy of Unsplash)

The good news from University of Virginia experts is that efforts to combat the coronavirus thus far indicate that the growth rate for new cases is not just slowing but leveling off almost entirely.

The bad news, though, is that even if those efforts continue successfully for the length of Gov. Ralph Northam’s stay-at-home order, which currently expires June 10, the state will see a summer spike in cases that does not peak until August.

The models released Monday by state officials and the University of Virginia’s Biocomplexity Institute provide one more data set for state officials to use as they evaluate measures to combat the virus and how long they should stay in effect.

“We wanted something that could take more of our Virginia-specific actions into account,” Gov. Ralph Northam said Monday.

The model produced by the university projects coronavirus cases under five different scenarios — the worst projecting how the virus spreads unmitigated, and the best projecting how the virus spreads if current social distancing efforts stop the growth rate of the virus through June 10.

A middle-ground scenario projects what happens if mitigation efforts slow the growth rate but don’t stop it.

Bryan Lewis, a research professor with the University of Virginia, said data so far indicate that social distancing and other mitigation efforts underway in Virginia are essentially stopping the growth rate. That’s not to say that new cases aren’t occurring, but that new cases are essentially holding steady.

Under the U.Va. model, new cases would increase only slightly from the current average of about 500 new confirmed cases a day through mid-June under the best-case scenario. Unfortunately, cases would then spike significantly, to a peak of about 12,000 new confirmed cases every day in mid-August.

If the virus were to spread unmitigated, on the other hand, new cases would spike to about 30,000 a day in early May and then drop precipitously to nominal levels by the end of June.

State officials said delaying the spike until August will give hospitals time to increase capacity and officials time to figure out how to avoid that late summer spike.

“People always adapt to ground reality,” said Madhav Marathe, a division director at the institute.

The University of Virginia numbers are significantly different from some other models.

A model from the Univeristy of Washington, for instance, measures different outcomes but on the whole paints a much more optimistic scenario than even the best-case scenario in the University of Virginia model. It essentially projects that cases will peak later this month, and that hospitalizations and deaths from the virus will fall to nominal levels by early June. That model assumes social distancing efforts remain in place through the end of May.

Virginia health secretary Daniel Carey said the various models all have different methodologies and strengths and weaknesses.

“This is not a crystal ball,” Carey said of the models. “These models change every single day, sometimes subtly and sometimes dramatically.”

Lewis also acknowledged the models’ limitations. He said they struggle, for example, with how to account for the fact that other coronaviruses, like influenza, have large been seasonal phenomenons that fade away as spring transitions to summer.

Northam said his primary conclusion from the data is that Virginia must stay the course on social distancing for the foreseeable future.

“If we lift the stay-at-home order or social distancing too soon, if we try to rush to get our lives back to normal, the number of cases will spike higher and earlier,” Northam said.

For most people, the virus causes mild or moderate symptoms, such as fever and cough that clear up in two to three weeks. For some it can cause more severe illness and be life-threatening.

John Mangalonzo
John Mangalonzohttps://wydaily.com
John Mangalonzo ([email protected]) is the managing editor of Local Voice Media’s Virginia papers – WYDaily (Williamsburg), Southside Daily (Virginia Beach) and HNNDaily (Hampton-Newport News). Before coming to Local Voice, John was the senior content editor of The Bellingham Herald, a McClatchy newspaper in Washington state. Previously, he served as city editor/content strategist for USA Today Network newsrooms in St. George and Cedar City, Utah. John started his professional journalism career shortly after graduating from Lyceum of The Philippines University in 1990. As a rookie reporter for a national newspaper in Manila that year, John was assigned to cover four of the most dangerous cities in Metro Manila. Later that year, John was transferred to cover the Philippine National Police and Armed Forces of the Philippines. He spent the latter part of 1990 to early 1992 embedded with troopers in the southern Philippines as they fought with communist rebels and Muslim extremists. His U.S. journalism career includes reporting and editing stints for newspapers and other media outlets in New York City, California, Texas, Iowa, Utah, Colorado and Washington state.

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