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January 22, 2023

This report shows the result of analyses that use hospital admission data to estimate the transmission rates in the past few months to characterize the recent Omicron waves. Hospital admission data are used, to avoid testing capacity issues and to better predict future hospital admission rates.

The modelling approach for US states has now changed to follow the approach first applied in July for European nations. See this link for more information.

In the figures below, the small dots show daily values, and the larger circles are weekly averages to help guide the eye. There are no changes to transmission rates (normally shown by dashed vertical lines) within the time periods shown below. Each strain has just 2 parameters (transmission rate and timing). The complex dynamics arise from the changing immunity of the population.

Individual state hospitalization analyses

The plots for each state below show the daily hospital admissions and deaths since April on a linear scale (left) and log scale (right). Cases are also included on the right. BA.4 and BA.5 are combined into one strain, labelled BA.5. For some states, the combination of BA.2, BA.4 and BA.5 are combined in one strain, labelled BA.5. The most recent peak is ascribed to BQ.1, although in some states like New York, it is a combination of BQ.1 and XBB.

The rapid growth due to BQ.1 has peaked and hospital admission rates are now declining rapidly in most states. The figures below also show projections from a few weeks ago (January 1) to show that the change to rapid decline was expected, as a result of growing population immunity.

There is no indication yet of a return to growth, except perhaps in Colorado and Hawaii.

Alaska

ak

Alabama

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Arkansas

ar

Arizona

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California

ca

Colorado

co

Connecticut

ct

District Of Columbia

dc

Delaware

de

Florida

fl

Georgia

ga

Hawaii

hi

Iowa

ia

Idaho

id

Illinois

il

Indiana

in

Kansas

ks

Kentucky

ky

Louisiana

la

Massachusetts

ma

Maryland

md

Maine

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Michigan

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Minnesota

mn

Missouri

mo

Mississippi

ms

Montana

mt

North Carolina

nc

North Dakota

nd

Nebraska

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New Hampshire

nh

New Jersey

nj

New Mexico

nm

Nevada

nv

New York

ny

Ohio

oh

Oklahoma

ok

Oregon

or

Pennsylvania

pa

Puerto Rico

pr

Rhode Island

ri

South Carolina

sc

South Dakota

sd

Tennessee

tn

Texas

tx

Utah

ut

Virginia

va

Vermont

vt

Washington

wa

Wisconsin

wi

West Virginia

wv

Wyoming

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