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1755. Interactive Provider Dashboards for Comparison of Outpatient Antimicrobial Prescribing for Respiratory and Otic Conditions in Urgent and Quick Care Clinics

BACKGROUND: Due to antibiotic overutilization, development of antimicrobial stewardship (AMS) in the outpatient setting has become a necessary focus for AMS programs. The cornerstone of AMS is utilization of antimicrobial prescribing data to provide feedback to individual providers and compare provi...

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Autores principales: Percival, Kelly M, de Blois, Michael R, Kinn, Patrick M, Weiner, Lukasz, Ince, Dilek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9752524/
http://dx.doi.org/10.1093/ofid/ofac492.1385
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author Percival, Kelly M
de Blois, Michael R
Kinn, Patrick M
Weiner, Lukasz
Ince, Dilek
author_facet Percival, Kelly M
de Blois, Michael R
Kinn, Patrick M
Weiner, Lukasz
Ince, Dilek
author_sort Percival, Kelly M
collection PubMed
description BACKGROUND: Due to antibiotic overutilization, development of antimicrobial stewardship (AMS) in the outpatient setting has become a necessary focus for AMS programs. The cornerstone of AMS is utilization of antimicrobial prescribing data to provide feedback to individual providers and compare providers to each other in order to promote improved prescribing practices. Respiratory infections, especially conditions that never require antimicrobials, are a common target for this feedback. We aimed to create interactive data visualization dashboards of end-users prescribing for these respiratory and otic conditions in order for AMS and urgent/quick care program staff to identify potential areas of intervention. METHODS: A multidisciplinary work group consisting of data analysts, infectious diseases physicians, urgent/quick care physicians, and infectious diseases pharmacists determined dashboard content, layout, and comparison charts. Graph types were tested to determine optimal visual output. Using the electronic medical record ICD10 and antimicrobial prescription data was extracted for the encounter with focus on ICD10 codes for respiratory and otic conditions which never require antimicrobials. Rates were calculated as number of antimicrobial prescriptions over total number of visits for these conditions. RESULTS: A multi-faceted dashboard was developed in Tableau® to view antimicrobial prescribing rates. Dashboard capabilities include the option to view individual provider prescribing rates compared to other de-identified providers, overall clinic prescribing rate, or individual rate compared to clinic rate. This allows for quick direct comparison of antimicrobial prescribing on the same graph by clinic to identify outliers (Figure 1) and allows visualization of trends in prescribing rates by clinics and providers over time (Figures 2,3). Never Antimicrobial Prescribing Rate Comparison [Figure: see text] Scatter plot comparing individual prescribers rate of prescribing for never antimicrobial events Clinic Antimicrobial Prescribing Rate Trend [Figure: see text] Clinic prescribing rate trend over time for never antimicrobial events Prescriber and Clinic Antimicrobial Prescribing Rate Trend [Figure: see text] Individual prescriber rate compared to clinic rate over time for never antimicrobial events CONCLUSION: We developed an interactive outpatient AMS dashboard to visualize prescribing of antimicrobials for never respiratory and otic conditions. These dashboards can be used by providers along with AMS and clinic leadership to determine areas of intervention in the urgent/quick care setting. DISCLOSURES: Kelly M. Percival, PharmD, Gilead Sciences Inc: Advisor/Consultant Patrick M. Kinn, PharmD, MPH, Gilead Sciences: Advisor/Consultant Dilek Ince, MD, Evergreen: Member of data monitoring board|Gilead Sciences: Grant/Research Support|Leidos: Grant/Research Support|Moderna: Grant/Research Support.
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spelling pubmed-97525242022-12-16 1755. Interactive Provider Dashboards for Comparison of Outpatient Antimicrobial Prescribing for Respiratory and Otic Conditions in Urgent and Quick Care Clinics Percival, Kelly M de Blois, Michael R Kinn, Patrick M Weiner, Lukasz Ince, Dilek Open Forum Infect Dis Abstracts BACKGROUND: Due to antibiotic overutilization, development of antimicrobial stewardship (AMS) in the outpatient setting has become a necessary focus for AMS programs. The cornerstone of AMS is utilization of antimicrobial prescribing data to provide feedback to individual providers and compare providers to each other in order to promote improved prescribing practices. Respiratory infections, especially conditions that never require antimicrobials, are a common target for this feedback. We aimed to create interactive data visualization dashboards of end-users prescribing for these respiratory and otic conditions in order for AMS and urgent/quick care program staff to identify potential areas of intervention. METHODS: A multidisciplinary work group consisting of data analysts, infectious diseases physicians, urgent/quick care physicians, and infectious diseases pharmacists determined dashboard content, layout, and comparison charts. Graph types were tested to determine optimal visual output. Using the electronic medical record ICD10 and antimicrobial prescription data was extracted for the encounter with focus on ICD10 codes for respiratory and otic conditions which never require antimicrobials. Rates were calculated as number of antimicrobial prescriptions over total number of visits for these conditions. RESULTS: A multi-faceted dashboard was developed in Tableau® to view antimicrobial prescribing rates. Dashboard capabilities include the option to view individual provider prescribing rates compared to other de-identified providers, overall clinic prescribing rate, or individual rate compared to clinic rate. This allows for quick direct comparison of antimicrobial prescribing on the same graph by clinic to identify outliers (Figure 1) and allows visualization of trends in prescribing rates by clinics and providers over time (Figures 2,3). Never Antimicrobial Prescribing Rate Comparison [Figure: see text] Scatter plot comparing individual prescribers rate of prescribing for never antimicrobial events Clinic Antimicrobial Prescribing Rate Trend [Figure: see text] Clinic prescribing rate trend over time for never antimicrobial events Prescriber and Clinic Antimicrobial Prescribing Rate Trend [Figure: see text] Individual prescriber rate compared to clinic rate over time for never antimicrobial events CONCLUSION: We developed an interactive outpatient AMS dashboard to visualize prescribing of antimicrobials for never respiratory and otic conditions. These dashboards can be used by providers along with AMS and clinic leadership to determine areas of intervention in the urgent/quick care setting. DISCLOSURES: Kelly M. Percival, PharmD, Gilead Sciences Inc: Advisor/Consultant Patrick M. Kinn, PharmD, MPH, Gilead Sciences: Advisor/Consultant Dilek Ince, MD, Evergreen: Member of data monitoring board|Gilead Sciences: Grant/Research Support|Leidos: Grant/Research Support|Moderna: Grant/Research Support. Oxford University Press 2022-12-15 /pmc/articles/PMC9752524/ http://dx.doi.org/10.1093/ofid/ofac492.1385 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of Infectious Diseases Society of America. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Abstracts
Percival, Kelly M
de Blois, Michael R
Kinn, Patrick M
Weiner, Lukasz
Ince, Dilek
1755. Interactive Provider Dashboards for Comparison of Outpatient Antimicrobial Prescribing for Respiratory and Otic Conditions in Urgent and Quick Care Clinics
title 1755. Interactive Provider Dashboards for Comparison of Outpatient Antimicrobial Prescribing for Respiratory and Otic Conditions in Urgent and Quick Care Clinics
title_full 1755. Interactive Provider Dashboards for Comparison of Outpatient Antimicrobial Prescribing for Respiratory and Otic Conditions in Urgent and Quick Care Clinics
title_fullStr 1755. Interactive Provider Dashboards for Comparison of Outpatient Antimicrobial Prescribing for Respiratory and Otic Conditions in Urgent and Quick Care Clinics
title_full_unstemmed 1755. Interactive Provider Dashboards for Comparison of Outpatient Antimicrobial Prescribing for Respiratory and Otic Conditions in Urgent and Quick Care Clinics
title_short 1755. Interactive Provider Dashboards for Comparison of Outpatient Antimicrobial Prescribing for Respiratory and Otic Conditions in Urgent and Quick Care Clinics
title_sort 1755. interactive provider dashboards for comparison of outpatient antimicrobial prescribing for respiratory and otic conditions in urgent and quick care clinics
topic Abstracts
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9752524/
http://dx.doi.org/10.1093/ofid/ofac492.1385
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