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Estimating county-level flu vaccination in the United States
In the United States, influenza vaccines are an important part of public health efforts to blunt the effects of seasonal influenza epidemics. This in turn emphasizes the importance of understanding the spatial distribution of influenza vaccination coverage. Despite this, high quality data at a fine...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10197794/ https://www.ncbi.nlm.nih.gov/pubmed/37214921 http://dx.doi.org/10.1101/2023.05.10.23289756 |
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author | Tiu, Andrew Bansal, Shweta |
author_facet | Tiu, Andrew Bansal, Shweta |
author_sort | Tiu, Andrew |
collection | PubMed |
description | In the United States, influenza vaccines are an important part of public health efforts to blunt the effects of seasonal influenza epidemics. This in turn emphasizes the importance of understanding the spatial distribution of influenza vaccination coverage. Despite this, high quality data at a fine spatial scale and spanning a multitude of recent flu seasons are not readily available. To address this gap, we develop county-level counts of vaccination across five recent, consecutive flu seasons and fit a series of regression models to these data that account for bias. We find that the spatial distribution of our bias-corrected vaccination coverage estimates is generally consistent from season to season, with the highest coverage in the Northeast and Midwest but is spatially heterogeneous within states. We also observe a negative relationship between a county’s vaccination coverage and social vulnerability. Our findings stress the importance of quantifying flu vaccination coverage at a fine spatial scale, as relying on state or region-level estimates misses key heterogeneities. |
format | Online Article Text |
id | pubmed-10197794 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-101977942023-05-20 Estimating county-level flu vaccination in the United States Tiu, Andrew Bansal, Shweta medRxiv Article In the United States, influenza vaccines are an important part of public health efforts to blunt the effects of seasonal influenza epidemics. This in turn emphasizes the importance of understanding the spatial distribution of influenza vaccination coverage. Despite this, high quality data at a fine spatial scale and spanning a multitude of recent flu seasons are not readily available. To address this gap, we develop county-level counts of vaccination across five recent, consecutive flu seasons and fit a series of regression models to these data that account for bias. We find that the spatial distribution of our bias-corrected vaccination coverage estimates is generally consistent from season to season, with the highest coverage in the Northeast and Midwest but is spatially heterogeneous within states. We also observe a negative relationship between a county’s vaccination coverage and social vulnerability. Our findings stress the importance of quantifying flu vaccination coverage at a fine spatial scale, as relying on state or region-level estimates misses key heterogeneities. Cold Spring Harbor Laboratory 2023-05-11 /pmc/articles/PMC10197794/ /pubmed/37214921 http://dx.doi.org/10.1101/2023.05.10.23289756 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article Tiu, Andrew Bansal, Shweta Estimating county-level flu vaccination in the United States |
title | Estimating county-level flu vaccination in the United States |
title_full | Estimating county-level flu vaccination in the United States |
title_fullStr | Estimating county-level flu vaccination in the United States |
title_full_unstemmed | Estimating county-level flu vaccination in the United States |
title_short | Estimating county-level flu vaccination in the United States |
title_sort | estimating county-level flu vaccination in the united states |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10197794/ https://www.ncbi.nlm.nih.gov/pubmed/37214921 http://dx.doi.org/10.1101/2023.05.10.23289756 |
work_keys_str_mv | AT tiuandrew estimatingcountylevelfluvaccinationintheunitedstates AT bansalshweta estimatingcountylevelfluvaccinationintheunitedstates |