Seasonal trends in COVID-19 cases, hospitalizations, and mortality in the United States and Europe

Determining whether SARS-CoV-2 exhibits seasonality like other respiratory viruses is critical for public health planning. We evaluated whether COVID-19 rates follow a seasonal pattern using time series models. We used time series decomposition to extract the annual seasonal component of COVID-19 ca...

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Bibliographic Details
Published in:Scientific reports Vol. 13; no. 1; p. 3886
Main Authors: Wiemken, Timothy L., Khan, Farid, Puzniak, Laura, Yang, Wan, Simmering, Jacob, Polgreen, Philip, Nguyen, Jennifer L., Jodar, Luis, McLaughlin, John M.
Format: Journal Article
Language:English
Published: London Nature Publishing Group UK 08-03-2023
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Summary:Determining whether SARS-CoV-2 exhibits seasonality like other respiratory viruses is critical for public health planning. We evaluated whether COVID-19 rates follow a seasonal pattern using time series models. We used time series decomposition to extract the annual seasonal component of COVID-19 case, hospitalization, and mortality rates from March 2020 through December 2022 for the United States and Europe. Models were adjusted for a country-specific stringency index to account for confounding by various interventions. Despite year-round disease activity, we identified seasonal spikes in COVID-19 from approximately November through April for all outcomes and in all countries. Our results support employing annual preventative measures against SARS-CoV-2, such as administering seasonal booster vaccines in a similar timeframe as those in place for influenza. Whether certain high-risk individuals may need more than one COVID-19 vaccine booster dose each year will depend on factors like vaccine durability against severe illness and levels of year-round disease activity.
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ISSN:2045-2322
2045-2322
DOI:10.1038/s41598-023-31057-1