Publication:
Using Informatics and the Electronic Medical Record to Describe Antimicrobial Use in the Clinical Management of Diarrhea Cases at 12 Companion Animal Practices

cris.virtualsource.author-orcid1f0ddb6b-e722-427f-b2a7-a35ddf93c9e5
datacite.rightsopen.access
dc.contributor.authorAnholt, R. Michele
dc.contributor.authorBerezowski, John Andrew
dc.contributor.authorRibble, Carl S.
dc.contributor.authorRussell, Margaret L.
dc.contributor.authorStephen, Craig
dc.contributor.authorTse, Herman
dc.date.accessioned2025-01-08T19:48:24Z
dc.date.available2025-01-08T19:48:24Z
dc.date.issued2014-01-30
dc.description.abstractAntimicrobial drugs may be used to treat diarrheal illness in companion animals. It is important to monitor antimicrobial use to better understand trends and patterns in antimicrobial resistance. There is no monitoring of antimicrobial use in companion animals in Canada. To explore how the use of electronic medical records could contribute to the ongoing, systematic collection of antimicrobial use data in companion animals, anonymized electronic medical records were extracted from 12 participating companion animal practices and warehoused at the University of Calgary. We used the pre-diagnostic, clinical features of diarrhea as the case definition in this study. Using text-mining technologies, cases of diarrhea were described by each of the following variables: diagnostic laboratory tests performed, the etiological diagnosis and antimicrobial therapies. The ability of the text miner to accurately describe the cases for each of the variables was evaluated. It could not reliably classify cases in terms of diagnostic tests or etiological diagnosis; a manual review of a random sample of 500 diarrhea cases determined that 88/500 (17.6%) of the target cases underwent diagnostic testing of which 36/88 (40.9%) had an etiological diagnosis. Text mining, compared to a human reviewer, could accurately identify cases that had been treated with antimicrobials with high sensitivity (92%, 95% confidence interval, 88.1%-95.4%) and specificity (85%, 95% confidence interval, 80.2%-89.1%). Overall, 7400/15,928 (46.5%) of pets presenting with diarrhea were treated with antimicrobials. Some temporal trends and patterns of the antimicrobial use are described. The results from this study suggest that informatics and the electronic medical records could be useful for monitoring trends in antimicrobial use.
dc.description.sponsorshipDepartment of Clinical Research and Veterinary Public Health (DCR-VPH)
dc.identifier.doi10.7892/boris.65592
dc.identifier.pmid25057893
dc.identifier.publisherDOI10.1371/journal.pone.0103190
dc.identifier.urihttps://boris-portal.unibe.ch/handle/20.500.12422/197563
dc.language.isoen
dc.publisherPublic Library of Science
dc.relation.ispartofPLoS ONE
dc.relation.issn1932-6203
dc.relation.organizationDCD5A442C208E17DE0405C82790C4DE2
dc.relation.organizationDCD5A442C05CE17DE0405C82790C4DE2
dc.relation.organizationDCD5A442C48FE17DE0405C82790C4DE2
dc.subject.ddc600 - Technology::630 - Agriculture
dc.titleUsing Informatics and the Electronic Medical Record to Describe Antimicrobial Use in the Clinical Management of Diarrhea Cases at 12 Companion Animal Practices
dc.typearticle
dspace.entity.typePublication
dspace.file.typetext
oaire.citation.issue7
oaire.citation.startPagee103190
oaire.citation.volume9
oairecerif.author.affiliationDepartment of Clinical Research and Veterinary Public Health (DCR-VPH)
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unibe.description.ispublishedpub
unibe.eprints.legacyId65592
unibe.journal.abbrevTitlePLOS ONE
unibe.refereedtrue
unibe.subtype.articlejournal

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