Loading…
SARS-CoV-2 infection risk among 77,587 healthcare workers: a national observational longitudinal cohort study in Wales, United Kingdom, April to November 2020
Objectives To better understand the risk of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection among healthcare workers, leading to recommendations for the prioritisation of personal protective equipment, testing, training and vaccination. Design Observational, longitudinal, nati...
Saved in:
Published in: | Journal of the Royal Society of Medicine 2022-12, Vol.115 (12), p.467-478 |
---|---|
Main Authors: | , , , , , , , , , , , , , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
cited_by | cdi_FETCH-LOGICAL-c438t-1a51d0ec8bcb5193ecd66b82565147dd0ea994f242647bbb2b70052179e900f23 |
---|---|
cites | cdi_FETCH-LOGICAL-c438t-1a51d0ec8bcb5193ecd66b82565147dd0ea994f242647bbb2b70052179e900f23 |
container_end_page | 478 |
container_issue | 12 |
container_start_page | 467 |
container_title | Journal of the Royal Society of Medicine |
container_volume | 115 |
creator | Hollinghurst, Joe North, Laura Szakmany, Tamas Pugh, Richard Davies, Gwyneth A Sivakumaran, Shanya Jarvis, Rebecca Rolles, Martin Pickrell, W Owen Akbari, Ashley Davies, Gareth Griffiths, Rowena Lyons, Jane Torabi, Fatemeh Fry, Richard Gravenor, Mike B Lyons, Ronan A |
description | Objectives
To better understand the risk of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection among healthcare workers, leading to recommendations for the prioritisation of personal protective equipment, testing, training and vaccination.
Design
Observational, longitudinal, national cohort study.
Setting
Our cohort were secondary care (hospital-based) healthcare workers employed by NHS Wales (United Kingdom) organisations from 1 April 2020 to 30 November 2020.
Participants
We included 577,756 monthly observations among 77,587 healthcare workers. Using linked anonymised datasets, participants were grouped into 20 staff roles. Additionally, each role was deemed either patient-facing, non-patient-facing or undetermined. This was linked to individual demographic details and dates of positive SARS-CoV-2 PCR tests.
Main outcome measures
We used univariable and multivariable logistic regression models to determine odds ratios (ORs) for the risk of a positive SARS-CoV-2 PCR test.
Results
Patient-facing healthcare workers were at the highest risk of SARS-CoV-2 infection with an adjusted OR (95% confidence interval [CI]) of 2.28 (95% CI 2.10–2.47). We found that after adjustment, foundation year doctors (OR 1.83 [95% CI 1.47–2.27]), healthcare support workers [OR 1.36 [95% CI 1.20–1.54]) and hospital nurses (OR 1.27 [95% CI 1.12–1.44]) were at the highest risk of infection among all staff groups. Younger healthcare workers and those living in more deprived areas were at a higher risk of infection. We also observed that infection rates varied over time and by organisation.
Conclusions
These findings have important policy implications for the prioritisation of vaccination, testing, training and personal protective equipment provision for patient-facing roles and the higher risk staff groups. |
doi_str_mv | 10.1177/01410768221107119 |
format | article |
fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_9747896</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sage_id>10.1177_01410768221107119</sage_id><sourcerecordid>2686059866</sourcerecordid><originalsourceid>FETCH-LOGICAL-c438t-1a51d0ec8bcb5193ecd66b82565147dd0ea994f242647bbb2b70052179e900f23</originalsourceid><addsrcrecordid>eNp9Uctu1DAUtRCITgc-gA3yksWk2E78YoE0GvESFUiUwtJynJsZt0nc2slU_Rm-FUfTViAkVldH53Gv7kHoBSUnlEr5mtCKEikUYzRPSvUjtKCSq4ISzR-jxcwXs-AIHad0QTLWonyKjkoutaCqXKBfZ-tvZ8Um_CgY9kMLbvRhwNGnS2z7MGyxlCuuJN6B7cadsxHwTYiXENMbbPFgZ7ntcKgTxP096rLRj1PjZ-DCLsQRp4xv8wr803aQVvh88CM0-LMftk3oV3h9FX2Hx4C_hD30NUTMCCPP0JPWdgme380lOn__7vvmY3H69cOnzfq0cFWpxoJaThsCTtWu5lSX4BohasW44LSSTaas1lXLKiYqWdc1qyUhnFGpQRPSsnKJ3h5yr6a6h8bBMEbbmXxTb-OtCdabv5nB78w27I2WlVT5qUv06i4ghusJ0mh6nxx0nR0gTMkwoQThWolZSg9SF0NKEdqHNZSYuVfzT6_Z8_LP-x4c90VmwclBkOwWzEWYYv59-k_ibw0Xq34</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2686059866</pqid></control><display><type>article</type><title>SARS-CoV-2 infection risk among 77,587 healthcare workers: a national observational longitudinal cohort study in Wales, United Kingdom, April to November 2020</title><source>SAGE:Jisc Collections:SAGE Journals Read and Publish 2023-2024:2025 extension (reading list)</source><creator>Hollinghurst, Joe ; North, Laura ; Szakmany, Tamas ; Pugh, Richard ; Davies, Gwyneth A ; Sivakumaran, Shanya ; Jarvis, Rebecca ; Rolles, Martin ; Pickrell, W Owen ; Akbari, Ashley ; Davies, Gareth ; Griffiths, Rowena ; Lyons, Jane ; Torabi, Fatemeh ; Fry, Richard ; Gravenor, Mike B ; Lyons, Ronan A</creator><creatorcontrib>Hollinghurst, Joe ; North, Laura ; Szakmany, Tamas ; Pugh, Richard ; Davies, Gwyneth A ; Sivakumaran, Shanya ; Jarvis, Rebecca ; Rolles, Martin ; Pickrell, W Owen ; Akbari, Ashley ; Davies, Gareth ; Griffiths, Rowena ; Lyons, Jane ; Torabi, Fatemeh ; Fry, Richard ; Gravenor, Mike B ; Lyons, Ronan A</creatorcontrib><description>Objectives
To better understand the risk of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection among healthcare workers, leading to recommendations for the prioritisation of personal protective equipment, testing, training and vaccination.
Design
Observational, longitudinal, national cohort study.
Setting
Our cohort were secondary care (hospital-based) healthcare workers employed by NHS Wales (United Kingdom) organisations from 1 April 2020 to 30 November 2020.
Participants
We included 577,756 monthly observations among 77,587 healthcare workers. Using linked anonymised datasets, participants were grouped into 20 staff roles. Additionally, each role was deemed either patient-facing, non-patient-facing or undetermined. This was linked to individual demographic details and dates of positive SARS-CoV-2 PCR tests.
Main outcome measures
We used univariable and multivariable logistic regression models to determine odds ratios (ORs) for the risk of a positive SARS-CoV-2 PCR test.
Results
Patient-facing healthcare workers were at the highest risk of SARS-CoV-2 infection with an adjusted OR (95% confidence interval [CI]) of 2.28 (95% CI 2.10–2.47). We found that after adjustment, foundation year doctors (OR 1.83 [95% CI 1.47–2.27]), healthcare support workers [OR 1.36 [95% CI 1.20–1.54]) and hospital nurses (OR 1.27 [95% CI 1.12–1.44]) were at the highest risk of infection among all staff groups. Younger healthcare workers and those living in more deprived areas were at a higher risk of infection. We also observed that infection rates varied over time and by organisation.
Conclusions
These findings have important policy implications for the prioritisation of vaccination, testing, training and personal protective equipment provision for patient-facing roles and the higher risk staff groups.</description><identifier>ISSN: 0141-0768</identifier><identifier>EISSN: 1758-1095</identifier><identifier>DOI: 10.1177/01410768221107119</identifier><identifier>PMID: 35796183</identifier><language>eng</language><publisher>London, England: SAGE Publications</publisher><subject>Cohort Studies ; COVID-19 - epidemiology ; Health Personnel ; Humans ; Longitudinal Studies ; SARS-CoV-2 ; United Kingdom - epidemiology</subject><ispartof>Journal of the Royal Society of Medicine, 2022-12, Vol.115 (12), p.467-478</ispartof><rights>The Royal Society of Medicine</rights><rights>The Royal Society of Medicine 2022 The Royal Society of Medicine</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c438t-1a51d0ec8bcb5193ecd66b82565147dd0ea994f242647bbb2b70052179e900f23</citedby><cites>FETCH-LOGICAL-c438t-1a51d0ec8bcb5193ecd66b82565147dd0ea994f242647bbb2b70052179e900f23</cites><orcidid>0000-0002-3556-2017 ; 0000-0003-1914-6643 ; 0000-0003-0814-0801</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,776,780,881,27901,27902</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35796183$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Hollinghurst, Joe</creatorcontrib><creatorcontrib>North, Laura</creatorcontrib><creatorcontrib>Szakmany, Tamas</creatorcontrib><creatorcontrib>Pugh, Richard</creatorcontrib><creatorcontrib>Davies, Gwyneth A</creatorcontrib><creatorcontrib>Sivakumaran, Shanya</creatorcontrib><creatorcontrib>Jarvis, Rebecca</creatorcontrib><creatorcontrib>Rolles, Martin</creatorcontrib><creatorcontrib>Pickrell, W Owen</creatorcontrib><creatorcontrib>Akbari, Ashley</creatorcontrib><creatorcontrib>Davies, Gareth</creatorcontrib><creatorcontrib>Griffiths, Rowena</creatorcontrib><creatorcontrib>Lyons, Jane</creatorcontrib><creatorcontrib>Torabi, Fatemeh</creatorcontrib><creatorcontrib>Fry, Richard</creatorcontrib><creatorcontrib>Gravenor, Mike B</creatorcontrib><creatorcontrib>Lyons, Ronan A</creatorcontrib><title>SARS-CoV-2 infection risk among 77,587 healthcare workers: a national observational longitudinal cohort study in Wales, United Kingdom, April to November 2020</title><title>Journal of the Royal Society of Medicine</title><addtitle>J R Soc Med</addtitle><description>Objectives
To better understand the risk of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection among healthcare workers, leading to recommendations for the prioritisation of personal protective equipment, testing, training and vaccination.
Design
Observational, longitudinal, national cohort study.
Setting
Our cohort were secondary care (hospital-based) healthcare workers employed by NHS Wales (United Kingdom) organisations from 1 April 2020 to 30 November 2020.
Participants
We included 577,756 monthly observations among 77,587 healthcare workers. Using linked anonymised datasets, participants were grouped into 20 staff roles. Additionally, each role was deemed either patient-facing, non-patient-facing or undetermined. This was linked to individual demographic details and dates of positive SARS-CoV-2 PCR tests.
Main outcome measures
We used univariable and multivariable logistic regression models to determine odds ratios (ORs) for the risk of a positive SARS-CoV-2 PCR test.
Results
Patient-facing healthcare workers were at the highest risk of SARS-CoV-2 infection with an adjusted OR (95% confidence interval [CI]) of 2.28 (95% CI 2.10–2.47). We found that after adjustment, foundation year doctors (OR 1.83 [95% CI 1.47–2.27]), healthcare support workers [OR 1.36 [95% CI 1.20–1.54]) and hospital nurses (OR 1.27 [95% CI 1.12–1.44]) were at the highest risk of infection among all staff groups. Younger healthcare workers and those living in more deprived areas were at a higher risk of infection. We also observed that infection rates varied over time and by organisation.
Conclusions
These findings have important policy implications for the prioritisation of vaccination, testing, training and personal protective equipment provision for patient-facing roles and the higher risk staff groups.</description><subject>Cohort Studies</subject><subject>COVID-19 - epidemiology</subject><subject>Health Personnel</subject><subject>Humans</subject><subject>Longitudinal Studies</subject><subject>SARS-CoV-2</subject><subject>United Kingdom - epidemiology</subject><issn>0141-0768</issn><issn>1758-1095</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>AFRWT</sourceid><recordid>eNp9Uctu1DAUtRCITgc-gA3yksWk2E78YoE0GvESFUiUwtJynJsZt0nc2slU_Rm-FUfTViAkVldH53Gv7kHoBSUnlEr5mtCKEikUYzRPSvUjtKCSq4ISzR-jxcwXs-AIHad0QTLWonyKjkoutaCqXKBfZ-tvZ8Um_CgY9kMLbvRhwNGnS2z7MGyxlCuuJN6B7cadsxHwTYiXENMbbPFgZ7ntcKgTxP096rLRj1PjZ-DCLsQRp4xv8wr803aQVvh88CM0-LMftk3oV3h9FX2Hx4C_hD30NUTMCCPP0JPWdgme380lOn__7vvmY3H69cOnzfq0cFWpxoJaThsCTtWu5lSX4BohasW44LSSTaas1lXLKiYqWdc1qyUhnFGpQRPSsnKJ3h5yr6a6h8bBMEbbmXxTb-OtCdabv5nB78w27I2WlVT5qUv06i4ghusJ0mh6nxx0nR0gTMkwoQThWolZSg9SF0NKEdqHNZSYuVfzT6_Z8_LP-x4c90VmwclBkOwWzEWYYv59-k_ibw0Xq34</recordid><startdate>20221201</startdate><enddate>20221201</enddate><creator>Hollinghurst, Joe</creator><creator>North, Laura</creator><creator>Szakmany, Tamas</creator><creator>Pugh, Richard</creator><creator>Davies, Gwyneth A</creator><creator>Sivakumaran, Shanya</creator><creator>Jarvis, Rebecca</creator><creator>Rolles, Martin</creator><creator>Pickrell, W Owen</creator><creator>Akbari, Ashley</creator><creator>Davies, Gareth</creator><creator>Griffiths, Rowena</creator><creator>Lyons, Jane</creator><creator>Torabi, Fatemeh</creator><creator>Fry, Richard</creator><creator>Gravenor, Mike B</creator><creator>Lyons, Ronan A</creator><general>SAGE Publications</general><scope>AFRWT</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-3556-2017</orcidid><orcidid>https://orcid.org/0000-0003-1914-6643</orcidid><orcidid>https://orcid.org/0000-0003-0814-0801</orcidid></search><sort><creationdate>20221201</creationdate><title>SARS-CoV-2 infection risk among 77,587 healthcare workers: a national observational longitudinal cohort study in Wales, United Kingdom, April to November 2020</title><author>Hollinghurst, Joe ; North, Laura ; Szakmany, Tamas ; Pugh, Richard ; Davies, Gwyneth A ; Sivakumaran, Shanya ; Jarvis, Rebecca ; Rolles, Martin ; Pickrell, W Owen ; Akbari, Ashley ; Davies, Gareth ; Griffiths, Rowena ; Lyons, Jane ; Torabi, Fatemeh ; Fry, Richard ; Gravenor, Mike B ; Lyons, Ronan A</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c438t-1a51d0ec8bcb5193ecd66b82565147dd0ea994f242647bbb2b70052179e900f23</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Cohort Studies</topic><topic>COVID-19 - epidemiology</topic><topic>Health Personnel</topic><topic>Humans</topic><topic>Longitudinal Studies</topic><topic>SARS-CoV-2</topic><topic>United Kingdom - epidemiology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hollinghurst, Joe</creatorcontrib><creatorcontrib>North, Laura</creatorcontrib><creatorcontrib>Szakmany, Tamas</creatorcontrib><creatorcontrib>Pugh, Richard</creatorcontrib><creatorcontrib>Davies, Gwyneth A</creatorcontrib><creatorcontrib>Sivakumaran, Shanya</creatorcontrib><creatorcontrib>Jarvis, Rebecca</creatorcontrib><creatorcontrib>Rolles, Martin</creatorcontrib><creatorcontrib>Pickrell, W Owen</creatorcontrib><creatorcontrib>Akbari, Ashley</creatorcontrib><creatorcontrib>Davies, Gareth</creatorcontrib><creatorcontrib>Griffiths, Rowena</creatorcontrib><creatorcontrib>Lyons, Jane</creatorcontrib><creatorcontrib>Torabi, Fatemeh</creatorcontrib><creatorcontrib>Fry, Richard</creatorcontrib><creatorcontrib>Gravenor, Mike B</creatorcontrib><creatorcontrib>Lyons, Ronan A</creatorcontrib><collection>Sage Journals GOLD Open Access 2024</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of the Royal Society of Medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hollinghurst, Joe</au><au>North, Laura</au><au>Szakmany, Tamas</au><au>Pugh, Richard</au><au>Davies, Gwyneth A</au><au>Sivakumaran, Shanya</au><au>Jarvis, Rebecca</au><au>Rolles, Martin</au><au>Pickrell, W Owen</au><au>Akbari, Ashley</au><au>Davies, Gareth</au><au>Griffiths, Rowena</au><au>Lyons, Jane</au><au>Torabi, Fatemeh</au><au>Fry, Richard</au><au>Gravenor, Mike B</au><au>Lyons, Ronan A</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>SARS-CoV-2 infection risk among 77,587 healthcare workers: a national observational longitudinal cohort study in Wales, United Kingdom, April to November 2020</atitle><jtitle>Journal of the Royal Society of Medicine</jtitle><addtitle>J R Soc Med</addtitle><date>2022-12-01</date><risdate>2022</risdate><volume>115</volume><issue>12</issue><spage>467</spage><epage>478</epage><pages>467-478</pages><issn>0141-0768</issn><eissn>1758-1095</eissn><abstract>Objectives
To better understand the risk of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection among healthcare workers, leading to recommendations for the prioritisation of personal protective equipment, testing, training and vaccination.
Design
Observational, longitudinal, national cohort study.
Setting
Our cohort were secondary care (hospital-based) healthcare workers employed by NHS Wales (United Kingdom) organisations from 1 April 2020 to 30 November 2020.
Participants
We included 577,756 monthly observations among 77,587 healthcare workers. Using linked anonymised datasets, participants were grouped into 20 staff roles. Additionally, each role was deemed either patient-facing, non-patient-facing or undetermined. This was linked to individual demographic details and dates of positive SARS-CoV-2 PCR tests.
Main outcome measures
We used univariable and multivariable logistic regression models to determine odds ratios (ORs) for the risk of a positive SARS-CoV-2 PCR test.
Results
Patient-facing healthcare workers were at the highest risk of SARS-CoV-2 infection with an adjusted OR (95% confidence interval [CI]) of 2.28 (95% CI 2.10–2.47). We found that after adjustment, foundation year doctors (OR 1.83 [95% CI 1.47–2.27]), healthcare support workers [OR 1.36 [95% CI 1.20–1.54]) and hospital nurses (OR 1.27 [95% CI 1.12–1.44]) were at the highest risk of infection among all staff groups. Younger healthcare workers and those living in more deprived areas were at a higher risk of infection. We also observed that infection rates varied over time and by organisation.
Conclusions
These findings have important policy implications for the prioritisation of vaccination, testing, training and personal protective equipment provision for patient-facing roles and the higher risk staff groups.</abstract><cop>London, England</cop><pub>SAGE Publications</pub><pmid>35796183</pmid><doi>10.1177/01410768221107119</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0002-3556-2017</orcidid><orcidid>https://orcid.org/0000-0003-1914-6643</orcidid><orcidid>https://orcid.org/0000-0003-0814-0801</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0141-0768 |
ispartof | Journal of the Royal Society of Medicine, 2022-12, Vol.115 (12), p.467-478 |
issn | 0141-0768 1758-1095 |
language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_9747896 |
source | SAGE:Jisc Collections:SAGE Journals Read and Publish 2023-2024:2025 extension (reading list) |
subjects | Cohort Studies COVID-19 - epidemiology Health Personnel Humans Longitudinal Studies SARS-CoV-2 United Kingdom - epidemiology |
title | SARS-CoV-2 infection risk among 77,587 healthcare workers: a national observational longitudinal cohort study in Wales, United Kingdom, April to November 2020 |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-07T13%3A18%3A45IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=SARS-CoV-2%20infection%20risk%20among%2077,587%20healthcare%20workers:%20a%20national%20observational%20longitudinal%20cohort%20study%20in%20Wales,%20United%20Kingdom,%20April%20to%20November%202020&rft.jtitle=Journal%20of%20the%20Royal%20Society%20of%20Medicine&rft.au=Hollinghurst,%20Joe&rft.date=2022-12-01&rft.volume=115&rft.issue=12&rft.spage=467&rft.epage=478&rft.pages=467-478&rft.issn=0141-0768&rft.eissn=1758-1095&rft_id=info:doi/10.1177/01410768221107119&rft_dat=%3Cproquest_pubme%3E2686059866%3C/proquest_pubme%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c438t-1a51d0ec8bcb5193ecd66b82565147dd0ea994f242647bbb2b70052179e900f23%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2686059866&rft_id=info:pmid/35796183&rft_sage_id=10.1177_01410768221107119&rfr_iscdi=true |