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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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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. |
format | Online Article Text |
id | pubmed-10692153 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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