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Creating an electronic antibiogram using visualization software: Easily updatable and removes the need for yearly manual review

Background: Previously, our hospital manually built a static antibiogram from a surveillance system (VigiLanz) culture report. In 2019, a collaboration between the antimicrobial stewardship team (AST) and the infection control (IC) team set out to leverage data automation to create a dynamic antibio...

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Autores principales: Dauphin, Ashley, McCoy, Christopher, Bowden, Robert, Lee, Matthew, Gold, Howard, Chapin, Ryan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cambridge University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10594381/
http://dx.doi.org/10.1017/ash.2023.262
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author Dauphin, Ashley
McCoy, Christopher
Bowden, Robert
Lee, Matthew
Gold, Howard
Chapin, Ryan
author_facet Dauphin, Ashley
McCoy, Christopher
Bowden, Robert
Lee, Matthew
Gold, Howard
Chapin, Ryan
author_sort Dauphin, Ashley
collection PubMed
description Background: Previously, our hospital manually built a static antibiogram from a surveillance system (VigiLanz) culture report. In 2019, a collaboration between the antimicrobial stewardship team (AST) and the infection control (IC) team set out to leverage data automation to create a dynamic antibiogram. The goal for the antibiogram was the ability to easily distribute and update for hospital staff, with the added ability to perform advanced tracking and surveillance of organism and drug susceptibilities for AST and IC. By having a readily available, accurate, and Clinical and Laboratory Standards Institute (CLSI)–compliant antibiogram, clinicians have the best available data on which to base their empiric antibiotic decisions. Methods: First, assessment of required access to hospital databases and selection of a visualization software (MS Power BI) was performed. Connecting SQL database feeds to Power BI enabled creation of a data model using DAX and M code to comply with the CLSI, generating the first isolate per patient per year. Once a visual antibiogram was created, it was validated against compiled antibiograms using data from the microbiology laboratory middleware (bioMerieux, Observa Integrated Data Management Software). This validation process uncovered some discrepancies between the 2 reference reports due to cascade reporting of susceptibilities. The Observa-derived data were used as the source of truth. The antibiogram prototype was presented to AST/IC members, microbiology laboratory leadership, and other stakeholders to assess functionality. Results: Following feedback and revisions by stakeholders, the new antibiogram was published on a hospital-wide digital platform (Fig. 1). Clinicians may view the antibiogram at any time on desktops from a firewall (or password)–protected intranet. The antibiogram view defaults to the current calendar year and users may interact with the antibiogram rows and columns without disrupting the integrity of the background databases or codes. Each year, simple refreshing of the Power BI antibiogram and changing of the calendar year allows us to easily and accurately update the antibiogram on the hospital-wide digital platform. Conclusions: This interdisciplinary collaboration resulted in a new dynamic, CLSI-compliant antibiogram with improved usability, increased visibility, and straightforward updating. In the future, a mobile version of the antibiogram may further enhance accessibility, bring more useful information to providers, and optimize AST/IC guidelines and education. Disclosures: None
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spelling pubmed-105943812023-10-25 Creating an electronic antibiogram using visualization software: Easily updatable and removes the need for yearly manual review Dauphin, Ashley McCoy, Christopher Bowden, Robert Lee, Matthew Gold, Howard Chapin, Ryan Antimicrob Steward Healthc Epidemiol Antibiotic Stewardship Background: Previously, our hospital manually built a static antibiogram from a surveillance system (VigiLanz) culture report. In 2019, a collaboration between the antimicrobial stewardship team (AST) and the infection control (IC) team set out to leverage data automation to create a dynamic antibiogram. The goal for the antibiogram was the ability to easily distribute and update for hospital staff, with the added ability to perform advanced tracking and surveillance of organism and drug susceptibilities for AST and IC. By having a readily available, accurate, and Clinical and Laboratory Standards Institute (CLSI)–compliant antibiogram, clinicians have the best available data on which to base their empiric antibiotic decisions. Methods: First, assessment of required access to hospital databases and selection of a visualization software (MS Power BI) was performed. Connecting SQL database feeds to Power BI enabled creation of a data model using DAX and M code to comply with the CLSI, generating the first isolate per patient per year. Once a visual antibiogram was created, it was validated against compiled antibiograms using data from the microbiology laboratory middleware (bioMerieux, Observa Integrated Data Management Software). This validation process uncovered some discrepancies between the 2 reference reports due to cascade reporting of susceptibilities. The Observa-derived data were used as the source of truth. The antibiogram prototype was presented to AST/IC members, microbiology laboratory leadership, and other stakeholders to assess functionality. Results: Following feedback and revisions by stakeholders, the new antibiogram was published on a hospital-wide digital platform (Fig. 1). Clinicians may view the antibiogram at any time on desktops from a firewall (or password)–protected intranet. The antibiogram view defaults to the current calendar year and users may interact with the antibiogram rows and columns without disrupting the integrity of the background databases or codes. Each year, simple refreshing of the Power BI antibiogram and changing of the calendar year allows us to easily and accurately update the antibiogram on the hospital-wide digital platform. Conclusions: This interdisciplinary collaboration resulted in a new dynamic, CLSI-compliant antibiogram with improved usability, increased visibility, and straightforward updating. In the future, a mobile version of the antibiogram may further enhance accessibility, bring more useful information to providers, and optimize AST/IC guidelines and education. Disclosures: None Cambridge University Press 2023-09-29 /pmc/articles/PMC10594381/ http://dx.doi.org/10.1017/ash.2023.262 Text en © The Society for Healthcare Epidemiology of America 2023 https://creativecommons.org/licenses/by/4.0/This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Antibiotic Stewardship
Dauphin, Ashley
McCoy, Christopher
Bowden, Robert
Lee, Matthew
Gold, Howard
Chapin, Ryan
Creating an electronic antibiogram using visualization software: Easily updatable and removes the need for yearly manual review
title Creating an electronic antibiogram using visualization software: Easily updatable and removes the need for yearly manual review
title_full Creating an electronic antibiogram using visualization software: Easily updatable and removes the need for yearly manual review
title_fullStr Creating an electronic antibiogram using visualization software: Easily updatable and removes the need for yearly manual review
title_full_unstemmed Creating an electronic antibiogram using visualization software: Easily updatable and removes the need for yearly manual review
title_short Creating an electronic antibiogram using visualization software: Easily updatable and removes the need for yearly manual review
title_sort creating an electronic antibiogram using visualization software: easily updatable and removes the need for yearly manual review
topic Antibiotic Stewardship
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10594381/
http://dx.doi.org/10.1017/ash.2023.262
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