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Effect of knowledgebase transition of a clinical decision support system on medication order and alert patterns in an emergency department

A knowledgebase (KB) transition of a clinical decision support (CDS) system occurred at the study site. The transition was made from one commercial database to another, provided by a different vendor. The change was applied to all medications in the institute. The aim of this study was to analyze th...

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Autores principales: Jung, Weon, Yu, Jaeyong, Park, Hyunjung, Chae, Minjung Kathy, Lee, Sang Seob, Choi, Jong Soo, Kang, Mira, Chang, Dong Kyung, Cha, Won Chul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10692153/
https://www.ncbi.nlm.nih.gov/pubmed/38040729
http://dx.doi.org/10.1038/s41598-023-40188-4
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author Jung, Weon
Yu, Jaeyong
Park, Hyunjung
Chae, Minjung Kathy
Lee, Sang Seob
Choi, Jong Soo
Kang, Mira
Chang, Dong Kyung
Cha, Won Chul
author_facet Jung, Weon
Yu, Jaeyong
Park, Hyunjung
Chae, Minjung Kathy
Lee, Sang Seob
Choi, Jong Soo
Kang, Mira
Chang, Dong Kyung
Cha, Won Chul
author_sort Jung, Weon
collection PubMed
description A knowledgebase (KB) transition of a clinical decision support (CDS) system occurred at the study site. The transition was made from one commercial database to another, provided by a different vendor. The change was applied to all medications in the institute. The aim of this study was to analyze the effect of KB transition on medication-related orders and alert patterns in an emergency department (ED). Data of patients, medication-related orders and alerts, and physicians in the ED from January 2018 to December 2020 were analyzed in this study. A set of definitions was set to define orders, alerts, and alert overrides. Changes in order and alert patterns before and after the conversion, which took place in May 2019, were assessed. Overall, 101,450 patients visited the ED, and 1325 physicians made 829,474 prescription orders to patients during visit and at discharge. Alert rates (alert count divided by order count) for periods A and B were 12.6% and 14.1%, and override rates (alert override count divided by alert count) were 60.8% and 67.4%, respectively. Of the 296 drugs that were used more than 100 times during each period, 64.5% of the drugs had an increase in alert rate after the transition. Changes in alert rates were tested using chi-squared test and Fisher’s exact test. We found that the CDS system knowledgebase transition was associated with a significant change in alert patterns at the medication level in the ED. Careful consideration is advised when such a transition is performed.
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spelling pubmed-106921532023-12-03 Effect of knowledgebase transition of a clinical decision support system on medication order and alert patterns in an emergency department Jung, Weon Yu, Jaeyong Park, Hyunjung Chae, Minjung Kathy Lee, Sang Seob Choi, Jong Soo Kang, Mira Chang, Dong Kyung Cha, Won Chul Sci Rep Article A knowledgebase (KB) transition of a clinical decision support (CDS) system occurred at the study site. The transition was made from one commercial database to another, provided by a different vendor. The change was applied to all medications in the institute. The aim of this study was to analyze the effect of KB transition on medication-related orders and alert patterns in an emergency department (ED). Data of patients, medication-related orders and alerts, and physicians in the ED from January 2018 to December 2020 were analyzed in this study. A set of definitions was set to define orders, alerts, and alert overrides. Changes in order and alert patterns before and after the conversion, which took place in May 2019, were assessed. Overall, 101,450 patients visited the ED, and 1325 physicians made 829,474 prescription orders to patients during visit and at discharge. Alert rates (alert count divided by order count) for periods A and B were 12.6% and 14.1%, and override rates (alert override count divided by alert count) were 60.8% and 67.4%, respectively. Of the 296 drugs that were used more than 100 times during each period, 64.5% of the drugs had an increase in alert rate after the transition. Changes in alert rates were tested using chi-squared test and Fisher’s exact test. We found that the CDS system knowledgebase transition was associated with a significant change in alert patterns at the medication level in the ED. Careful consideration is advised when such a transition is performed. Nature Publishing Group UK 2023-12-01 /pmc/articles/PMC10692153/ /pubmed/38040729 http://dx.doi.org/10.1038/s41598-023-40188-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Jung, Weon
Yu, Jaeyong
Park, Hyunjung
Chae, Minjung Kathy
Lee, Sang Seob
Choi, Jong Soo
Kang, Mira
Chang, Dong Kyung
Cha, Won Chul
Effect of knowledgebase transition of a clinical decision support system on medication order and alert patterns in an emergency department
title Effect of knowledgebase transition of a clinical decision support system on medication order and alert patterns in an emergency department
title_full Effect of knowledgebase transition of a clinical decision support system on medication order and alert patterns in an emergency department
title_fullStr Effect of knowledgebase transition of a clinical decision support system on medication order and alert patterns in an emergency department
title_full_unstemmed Effect of knowledgebase transition of a clinical decision support system on medication order and alert patterns in an emergency department
title_short Effect of knowledgebase transition of a clinical decision support system on medication order and alert patterns in an emergency department
title_sort effect of knowledgebase transition of a clinical decision support system on medication order and alert patterns in an emergency department
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10692153/
https://www.ncbi.nlm.nih.gov/pubmed/38040729
http://dx.doi.org/10.1038/s41598-023-40188-4
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