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1004. Interactive Dashboards for Antimicrobial Usage and Standardized Antimicrobial Administration Ratio Data

BACKGROUND: Antimicrobial stewardship (AMS) programs can report to the NHSN Antimicrobial Usage and Resistance (AU) module and receive Standardized Antimicrobial Administration Ratios (SAARs) to allow for inter- and intra-facility benchmarking. Output from NHSN for antimicrobial usage is a line list...

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Autores principales: Percival, Kelly M, de Blois, Michael R, Kinn, Patrick M, Kritzman, Jeffrey, Salinas, Jorge L, Ince, Dilek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6810982/
http://dx.doi.org/10.1093/ofid/ofz360.868
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author Percival, Kelly M
de Blois, Michael R
Kinn, Patrick M
Kritzman, Jeffrey
Salinas, Jorge L
Ince, Dilek
author_facet Percival, Kelly M
de Blois, Michael R
Kinn, Patrick M
Kritzman, Jeffrey
Salinas, Jorge L
Ince, Dilek
author_sort Percival, Kelly M
collection PubMed
description BACKGROUND: Antimicrobial stewardship (AMS) programs can report to the NHSN Antimicrobial Usage and Resistance (AU) module and receive Standardized Antimicrobial Administration Ratios (SAARs) to allow for inter- and intra-facility benchmarking. Output from NHSN for antimicrobial usage is a line listing, rate table, pie chart, or bar chart showing one location at a time, and a line listing for SAAR data We aimed to create interactive data visualization dashboards for end-user’s consumption and for the AMS program staff to identify potential areas of intervention. METHODS: A multidisciplinary work group consisting of data analysts, infectious diseases physicians, and infectious diseases pharmacists determined dashboard content, layout, and comparison charts. Graph types were tested to determine the best visual output for antimicrobial usage data and SAAR. Patient-days and antimicrobial usage data based on bar-code administration were captured from the electronic medical record and imported into the NHSN platform for analysis. Analyzed data were then exported from the NHSN site for building the dashboards. RESULTS: A multi-faceted dashboard was developed in Tableau® to view antimicrobial usage data and SAAR. Dashboard capabilities include the option to view as facility wide, location type, or at a specific unit level for comparison of the usage of antimicrobial classes, specific agents, or SAARs for multiple locations. It can be visualized as a monthly or quarterly display. This allows for quick direct comparison of antimicrobial usage on the same graph by unit to determine outliers (Figure 1). The dashboard allows visualization of all SAAR types by location and unit level on one page showing the entire picture for the location type or unit (figures 2,3). These dashboards give the ability to trend antimicrobial usage and SAARs across units easier than reviewing a line listing or graph of each unit individually. CONCLUSION: We developed interactive antimicrobial usage and SAAR dashboards. These dashboards can be used by hospitals reporting to NHSN for informing front line staff and for decision-making at the AMS program level. [Image: see text] [Image: see text] [Image: see text] DISCLOSURES: All authors: No reported disclosures.
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spelling pubmed-68109822019-10-28 1004. Interactive Dashboards for Antimicrobial Usage and Standardized Antimicrobial Administration Ratio Data Percival, Kelly M de Blois, Michael R Kinn, Patrick M Kritzman, Jeffrey Salinas, Jorge L Ince, Dilek Open Forum Infect Dis Abstracts BACKGROUND: Antimicrobial stewardship (AMS) programs can report to the NHSN Antimicrobial Usage and Resistance (AU) module and receive Standardized Antimicrobial Administration Ratios (SAARs) to allow for inter- and intra-facility benchmarking. Output from NHSN for antimicrobial usage is a line listing, rate table, pie chart, or bar chart showing one location at a time, and a line listing for SAAR data We aimed to create interactive data visualization dashboards for end-user’s consumption and for the AMS program staff to identify potential areas of intervention. METHODS: A multidisciplinary work group consisting of data analysts, infectious diseases physicians, and infectious diseases pharmacists determined dashboard content, layout, and comparison charts. Graph types were tested to determine the best visual output for antimicrobial usage data and SAAR. Patient-days and antimicrobial usage data based on bar-code administration were captured from the electronic medical record and imported into the NHSN platform for analysis. Analyzed data were then exported from the NHSN site for building the dashboards. RESULTS: A multi-faceted dashboard was developed in Tableau® to view antimicrobial usage data and SAAR. Dashboard capabilities include the option to view as facility wide, location type, or at a specific unit level for comparison of the usage of antimicrobial classes, specific agents, or SAARs for multiple locations. It can be visualized as a monthly or quarterly display. This allows for quick direct comparison of antimicrobial usage on the same graph by unit to determine outliers (Figure 1). The dashboard allows visualization of all SAAR types by location and unit level on one page showing the entire picture for the location type or unit (figures 2,3). These dashboards give the ability to trend antimicrobial usage and SAARs across units easier than reviewing a line listing or graph of each unit individually. CONCLUSION: We developed interactive antimicrobial usage and SAAR dashboards. These dashboards can be used by hospitals reporting to NHSN for informing front line staff and for decision-making at the AMS program level. [Image: see text] [Image: see text] [Image: see text] DISCLOSURES: All authors: No reported disclosures. Oxford University Press 2019-10-23 /pmc/articles/PMC6810982/ http://dx.doi.org/10.1093/ofid/ofz360.868 Text en © The Author(s) 2019. Published by Oxford University Press on behalf of Infectious Diseases Society of America. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs licence (http://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial reproduction and distribution of the work, in any medium, provided the original work is not altered or transformed in any way, and that the work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Abstracts
Percival, Kelly M
de Blois, Michael R
Kinn, Patrick M
Kritzman, Jeffrey
Salinas, Jorge L
Ince, Dilek
1004. Interactive Dashboards for Antimicrobial Usage and Standardized Antimicrobial Administration Ratio Data
title 1004. Interactive Dashboards for Antimicrobial Usage and Standardized Antimicrobial Administration Ratio Data
title_full 1004. Interactive Dashboards for Antimicrobial Usage and Standardized Antimicrobial Administration Ratio Data
title_fullStr 1004. Interactive Dashboards for Antimicrobial Usage and Standardized Antimicrobial Administration Ratio Data
title_full_unstemmed 1004. Interactive Dashboards for Antimicrobial Usage and Standardized Antimicrobial Administration Ratio Data
title_short 1004. Interactive Dashboards for Antimicrobial Usage and Standardized Antimicrobial Administration Ratio Data
title_sort 1004. interactive dashboards for antimicrobial usage and standardized antimicrobial administration ratio data
topic Abstracts
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6810982/
http://dx.doi.org/10.1093/ofid/ofz360.868
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