Cargando…
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...
Autores principales: | , , , , |
---|---|
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 |
_version_ | 1785116948315504640 |
---|---|
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. |
format | Online Article Text |
id | pubmed-10556808 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT fresteljennifer ahealthintegratedplatformforpharmacyclinicalinterventiondatamanagementandintelligentvisualanalyticsandreporting AT teohstephaniewaikhuan ahealthintegratedplatformforpharmacyclinicalinterventiondatamanagementandintelligentvisualanalyticsandreporting AT broderickclaire ahealthintegratedplatformforpharmacyclinicalinterventiondatamanagementandintelligentvisualanalyticsandreporting AT daoanna ahealthintegratedplatformforpharmacyclinicalinterventiondatamanagementandintelligentvisualanalyticsandreporting AT sajogomonica ahealthintegratedplatformforpharmacyclinicalinterventiondatamanagementandintelligentvisualanalyticsandreporting AT fresteljennifer healthintegratedplatformforpharmacyclinicalinterventiondatamanagementandintelligentvisualanalyticsandreporting AT teohstephaniewaikhuan healthintegratedplatformforpharmacyclinicalinterventiondatamanagementandintelligentvisualanalyticsandreporting AT broderickclaire healthintegratedplatformforpharmacyclinicalinterventiondatamanagementandintelligentvisualanalyticsandreporting AT daoanna healthintegratedplatformforpharmacyclinicalinterventiondatamanagementandintelligentvisualanalyticsandreporting AT sajogomonica healthintegratedplatformforpharmacyclinicalinterventiondatamanagementandintelligentvisualanalyticsandreporting |