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A health integrated platform for pharmacy clinical intervention data management and intelligent visual analytics and reporting

OBJECTIVE: Our initiative aimed to improve the system used to capture pharmacist clinical interventions to better support staff to document, manage and identify trends in medication-related problems (MRPs). The aim of the study was to develop an electronic tool which is easily accessible by most ele...

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Autores principales: Frestel, Jennifer, Teoh, Stephanie Wai Khuan, Broderick, Claire, Dao, Anna, Sajogo, Monica
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10556808/
https://www.ncbi.nlm.nih.gov/pubmed/37810747
http://dx.doi.org/10.1016/j.rcsop.2023.100332
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author Frestel, Jennifer
Teoh, Stephanie Wai Khuan
Broderick, Claire
Dao, Anna
Sajogo, Monica
author_facet Frestel, Jennifer
Teoh, Stephanie Wai Khuan
Broderick, Claire
Dao, Anna
Sajogo, Monica
author_sort Frestel, Jennifer
collection PubMed
description OBJECTIVE: Our initiative aimed to improve the system used to capture pharmacist clinical interventions to better support staff to document, manage and identify trends in medication-related problems (MRPs). The aim of the study was to develop an electronic tool which is easily accessible by most electronic devices with secure data storage and access. METHODS: A REDCap® database was designed for documentation of pharmacy clinical interventions. Information documented can be retrieved in real-time and can be integrated to Microsoft Power BI® for real-time data visualisation. The dashboards were customised to display useful information including pharmacy clinical intervention details, common MRPs, common medications involved available to users at real time. RESULTS: A total of 4343 interventions were documented from July 2022 to March 2023. The most common MRPs were omission of regular medications 876 (20.17%), condition untreated 722(16.62%), and contraindications apparent 451 (10.38%). The most common medications involved include iron 244 (5.62%), enoxaparin 231 (5.32%), macrogol laxatives 208 (4.79%), multivitamin 206 (4.74%), colecalciferol 179(4.12%), tramadol 156 (3.59%). CONCLUSION: This study demonstrated the significance of integration of health application tools of REDcap and Power BI in the data management and intelligent visual analytics and reporting.
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spelling pubmed-105568082023-10-07 A health integrated platform for pharmacy clinical intervention data management and intelligent visual analytics and reporting Frestel, Jennifer Teoh, Stephanie Wai Khuan Broderick, Claire Dao, Anna Sajogo, Monica Explor Res Clin Soc Pharm Article OBJECTIVE: Our initiative aimed to improve the system used to capture pharmacist clinical interventions to better support staff to document, manage and identify trends in medication-related problems (MRPs). The aim of the study was to develop an electronic tool which is easily accessible by most electronic devices with secure data storage and access. METHODS: A REDCap® database was designed for documentation of pharmacy clinical interventions. Information documented can be retrieved in real-time and can be integrated to Microsoft Power BI® for real-time data visualisation. The dashboards were customised to display useful information including pharmacy clinical intervention details, common MRPs, common medications involved available to users at real time. RESULTS: A total of 4343 interventions were documented from July 2022 to March 2023. The most common MRPs were omission of regular medications 876 (20.17%), condition untreated 722(16.62%), and contraindications apparent 451 (10.38%). The most common medications involved include iron 244 (5.62%), enoxaparin 231 (5.32%), macrogol laxatives 208 (4.79%), multivitamin 206 (4.74%), colecalciferol 179(4.12%), tramadol 156 (3.59%). CONCLUSION: This study demonstrated the significance of integration of health application tools of REDcap and Power BI in the data management and intelligent visual analytics and reporting. Elsevier 2023-09-22 /pmc/articles/PMC10556808/ /pubmed/37810747 http://dx.doi.org/10.1016/j.rcsop.2023.100332 Text en © 2023 The Authors. Published by Elsevier Inc. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Frestel, Jennifer
Teoh, Stephanie Wai Khuan
Broderick, Claire
Dao, Anna
Sajogo, Monica
A health integrated platform for pharmacy clinical intervention data management and intelligent visual analytics and reporting
title A health integrated platform for pharmacy clinical intervention data management and intelligent visual analytics and reporting
title_full A health integrated platform for pharmacy clinical intervention data management and intelligent visual analytics and reporting
title_fullStr A health integrated platform for pharmacy clinical intervention data management and intelligent visual analytics and reporting
title_full_unstemmed A health integrated platform for pharmacy clinical intervention data management and intelligent visual analytics and reporting
title_short A health integrated platform for pharmacy clinical intervention data management and intelligent visual analytics and reporting
title_sort health integrated platform for pharmacy clinical intervention data management and intelligent visual analytics and reporting
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10556808/
https://www.ncbi.nlm.nih.gov/pubmed/37810747
http://dx.doi.org/10.1016/j.rcsop.2023.100332
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