Nurse Staffing Level, Length of Work Experience, and Risk of Health Care-Associated Infections Among Hospital Patients A Prospective Record Linkage Study

dc.contributor.authorPeutere Laura
dc.contributor.authorTerho Kirsi
dc.contributor.authorPentti Jaana
dc.contributor.authorRopponen Annina
dc.contributor.authorKivimäki Mika
dc.contributor.authorHärmä Mikko
dc.contributor.authorKrutova Oxana
dc.contributor.authorErvasti Jenni
dc.contributor.authorKoskinen Ari
dc.contributor.authorVirtanen Marianna
dc.contributor.organizationfi=hoitotieteen laitos|en=Department of Nursing Science|
dc.contributor.organizationfi=kansanterveystiede|en=Public Health|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organizationfi=väestötutkimuskeskus|en=Centre for Population Health Research (POP Centre)|
dc.contributor.organization-code1.2.246.10.2458963.20.27201741504
dc.contributor.organization-code1.2.246.10.2458963.20.94792640685
dc.contributor.organization-code2607008
dc.converis.publication-id179575402
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/179575402
dc.date.accessioned2025-08-27T21:43:43Z
dc.date.available2025-08-27T21:43:43Z
dc.description.abstract<p><strong>Background</strong>: Nurse understaffing may have several adverse consequences for patients in hospitals, such as health care-associated infections (HAIs), but there is little longitudinal evidence available on staffing levels and HAIs with consideration of incubation times to confirm this. Using daily longitudinal data, we analyzed temporal associations between nurse understaffing and limited work experience, and the risk of HAIs.</p><p><strong>Methods</strong>: The study was based on administrative data of 40 units and 261,067 inpatient periods for a hospital district in Finland in 2013-2019. Survival analyses with moving time windows were used to examine the association of nurse understaffing and limited work experience with the risk of an HAI 2 days after exposure, adjusting for individual risk factors. We reported hazard ratios (HRs) with 95% CIs.</p><p><strong>Results</strong>: Neither nurse understaffing nor limited work experience were associated with the overall risk of HAIs. The results were inconsistent across staffing measures and types of HAIs, and many of the associations were weak. Regarding specific HAI types, 1-day exposure to low proportion of nurses with >3 years of in-hospital experience and low proportion of nurses more than 25 years old were associated with increased risk of bloodstream infections (HR=1.30; 95% CI: 1.04-1.62 and HR=1.40; 95% CI: 1.07-1.83). Two-day exposure to low nursing hours relative to target hours was associated with an increased risk of surgical-site infections (HR=2.64, 95% CI: 1.66-4.20).</p><p><strong>Conclusions</strong>: Data from time-varying analyses suggest that nursing staff shortages and limited work experience do not always increase the risk of HAI among patients.</p>
dc.format.pagerange279
dc.format.pagerange287
dc.identifier.eissn1537-1948
dc.identifier.jour-issn0025-7079
dc.identifier.olddbid200974
dc.identifier.oldhandle10024/184001
dc.identifier.urihttps://www.utupub.fi/handle/11111/47385
dc.identifier.urlhttps://journals.lww.com/lww-medicalcare/Fulltext/2023/05000/Nurse_Staffing_Level,_Length_of_Work_Experience,.4.aspx
dc.identifier.urnURN:NBN:fi-fe2023052447281
dc.language.isoen
dc.okm.affiliatedauthorTerho, Kirsi
dc.okm.affiliatedauthorPentti, Jaana
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3141 Health care scienceen_GB
dc.okm.discipline3142 Public health care science, environmental and occupational healthen_GB
dc.okm.discipline316 Nursingen_GB
dc.okm.discipline3141 Terveystiedefi_FI
dc.okm.discipline3142 Kansanterveystiede, ympäristö ja työterveysfi_FI
dc.okm.discipline316 Hoitotiedefi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherLIPPINCOTT WILLIAMS & WILKINS
dc.publisher.countryUnited Statesen_GB
dc.publisher.countryYhdysvallat (USA)fi_FI
dc.publisher.country-codeUS
dc.relation.doi10.1097/MLR.0000000000001843
dc.relation.ispartofjournalMedical Care
dc.relation.issue5
dc.relation.volume61
dc.source.identifierhttps://www.utupub.fi/handle/10024/184001
dc.titleNurse Staffing Level, Length of Work Experience, and Risk of Health Care-Associated Infections Among Hospital Patients A Prospective Record Linkage Study
dc.year.issued2023

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