Cargando…

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

Antimicrobial 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 el...

Descripción completa

Detalles Bibliográficos
Autores principales: Anholt, R. Michele, Berezowski, John, Ribble, Carl S., Russell, Margaret L., Stephen, Craig
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4109994/
https://www.ncbi.nlm.nih.gov/pubmed/25057893
http://dx.doi.org/10.1371/journal.pone.0103190
_version_ 1782327944500215808
author Anholt, R. Michele
Berezowski, John
Ribble, Carl S.
Russell, Margaret L.
Stephen, Craig
author_facet Anholt, R. Michele
Berezowski, John
Ribble, Carl S.
Russell, Margaret L.
Stephen, Craig
author_sort Anholt, R. Michele
collection PubMed
description Antimicrobial 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.
format Online
Article
Text
id pubmed-4109994
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-41099942014-07-29 Using Informatics and the Electronic Medical Record to Describe Antimicrobial Use in the Clinical Management of Diarrhea Cases at 12 Companion Animal Practices Anholt, R. Michele Berezowski, John Ribble, Carl S. Russell, Margaret L. Stephen, Craig PLoS One Research Article Antimicrobial 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. Public Library of Science 2014-07-24 /pmc/articles/PMC4109994/ /pubmed/25057893 http://dx.doi.org/10.1371/journal.pone.0103190 Text en © 2014 Anholt et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Anholt, R. Michele
Berezowski, John
Ribble, Carl S.
Russell, Margaret L.
Stephen, Craig
Using Informatics and the Electronic Medical Record to Describe Antimicrobial Use in the Clinical Management of Diarrhea Cases at 12 Companion Animal Practices
title Using Informatics and the Electronic Medical Record to Describe Antimicrobial Use in the Clinical Management of Diarrhea Cases at 12 Companion Animal Practices
title_full Using Informatics and the Electronic Medical Record to Describe Antimicrobial Use in the Clinical Management of Diarrhea Cases at 12 Companion Animal Practices
title_fullStr Using Informatics and the Electronic Medical Record to Describe Antimicrobial Use in the Clinical Management of Diarrhea Cases at 12 Companion Animal Practices
title_full_unstemmed Using Informatics and the Electronic Medical Record to Describe Antimicrobial Use in the Clinical Management of Diarrhea Cases at 12 Companion Animal Practices
title_short Using Informatics and the Electronic Medical Record to Describe Antimicrobial Use in the Clinical Management of Diarrhea Cases at 12 Companion Animal Practices
title_sort using informatics and the electronic medical record to describe antimicrobial use in the clinical management of diarrhea cases at 12 companion animal practices
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4109994/
https://www.ncbi.nlm.nih.gov/pubmed/25057893
http://dx.doi.org/10.1371/journal.pone.0103190
work_keys_str_mv AT anholtrmichele usinginformaticsandtheelectronicmedicalrecordtodescribeantimicrobialuseintheclinicalmanagementofdiarrheacasesat12companionanimalpractices
AT berezowskijohn usinginformaticsandtheelectronicmedicalrecordtodescribeantimicrobialuseintheclinicalmanagementofdiarrheacasesat12companionanimalpractices
AT ribblecarls usinginformaticsandtheelectronicmedicalrecordtodescribeantimicrobialuseintheclinicalmanagementofdiarrheacasesat12companionanimalpractices
AT russellmargaretl usinginformaticsandtheelectronicmedicalrecordtodescribeantimicrobialuseintheclinicalmanagementofdiarrheacasesat12companionanimalpractices
AT stephencraig usinginformaticsandtheelectronicmedicalrecordtodescribeantimicrobialuseintheclinicalmanagementofdiarrheacasesat12companionanimalpractices