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Improving drug safety in hospitals: a retrospective study on the potential of adverse drug events coded in routine data
BACKGROUND: Adverse drug events (ADEs) that occur during hospitalization are an ongoing medical concern. Systematic strategies for ADE identification are lacking. The aim of this study was to evaluate the potential to identify adverse drug events caused by medication errors (preventable ADEs, pADEs)...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6688299/ https://www.ncbi.nlm.nih.gov/pubmed/31395053 http://dx.doi.org/10.1186/s12913-019-4381-x |
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author | Kuklik, Nils Stausberg, Jürgen Amiri, Marjan Jöckel, Karl-Heinz |
author_facet | Kuklik, Nils Stausberg, Jürgen Amiri, Marjan Jöckel, Karl-Heinz |
author_sort | Kuklik, Nils |
collection | PubMed |
description | BACKGROUND: Adverse drug events (ADEs) that occur during hospitalization are an ongoing medical concern. Systematic strategies for ADE identification are lacking. The aim of this study was to evaluate the potential to identify adverse drug events caused by medication errors (preventable ADEs, pADEs), and previously unknown adverse drug reactions (ADRs or non-preventable ADEs, npADEs) in inpatients by combining diagnosis codes in routine data with a chart review. METHODS: Diagnoses of inpatients are routinely coded using the International Classification of Diseases, 10th Revision (ICD-10). A total of 2326 cases were sampled from routine data of four hospitals using a set of ICD-10 German Modification ADE codes. Following a chart review, cases were evaluated in a standardized process with regard to drug relation and preventability of events. RESULTS: By chart review, 1302 cases were classified as hospital-acquired and included in the evaluation. This yielded 1285 cases indicating an ADE. 96.8% of ADEs (1244 ADEs) were classified as known npADEs, only three cases as suspected previously unknown npADEs, one case as event after drug abuse. A total of 37 ADEs were classified as preventable (2.9% of all ADEs) by identifying a medication error as probable cause. The prevalence of pADEs varied considerably between included ADE codes, with hemorrhagic diathesis due to coumarins and localized skin eruptions showing the highest rates (8.7 and 9.1%, respectively). Most frequent medication errors were non-compliance to a known allergy, and improper dose. CONCLUSIONS: When focusing on specific ADE codes, routine data can be used as markers for npADEs and medication errors, thus providing a meaningful complement to existing drug surveillance systems. However, the prevalence of medication errors is lower than in former studies on the frequency of pADEs. |
format | Online Article Text |
id | pubmed-6688299 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-66882992019-08-14 Improving drug safety in hospitals: a retrospective study on the potential of adverse drug events coded in routine data Kuklik, Nils Stausberg, Jürgen Amiri, Marjan Jöckel, Karl-Heinz BMC Health Serv Res Research Article BACKGROUND: Adverse drug events (ADEs) that occur during hospitalization are an ongoing medical concern. Systematic strategies for ADE identification are lacking. The aim of this study was to evaluate the potential to identify adverse drug events caused by medication errors (preventable ADEs, pADEs), and previously unknown adverse drug reactions (ADRs or non-preventable ADEs, npADEs) in inpatients by combining diagnosis codes in routine data with a chart review. METHODS: Diagnoses of inpatients are routinely coded using the International Classification of Diseases, 10th Revision (ICD-10). A total of 2326 cases were sampled from routine data of four hospitals using a set of ICD-10 German Modification ADE codes. Following a chart review, cases were evaluated in a standardized process with regard to drug relation and preventability of events. RESULTS: By chart review, 1302 cases were classified as hospital-acquired and included in the evaluation. This yielded 1285 cases indicating an ADE. 96.8% of ADEs (1244 ADEs) were classified as known npADEs, only three cases as suspected previously unknown npADEs, one case as event after drug abuse. A total of 37 ADEs were classified as preventable (2.9% of all ADEs) by identifying a medication error as probable cause. The prevalence of pADEs varied considerably between included ADE codes, with hemorrhagic diathesis due to coumarins and localized skin eruptions showing the highest rates (8.7 and 9.1%, respectively). Most frequent medication errors were non-compliance to a known allergy, and improper dose. CONCLUSIONS: When focusing on specific ADE codes, routine data can be used as markers for npADEs and medication errors, thus providing a meaningful complement to existing drug surveillance systems. However, the prevalence of medication errors is lower than in former studies on the frequency of pADEs. BioMed Central 2019-08-08 /pmc/articles/PMC6688299/ /pubmed/31395053 http://dx.doi.org/10.1186/s12913-019-4381-x Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Kuklik, Nils Stausberg, Jürgen Amiri, Marjan Jöckel, Karl-Heinz Improving drug safety in hospitals: a retrospective study on the potential of adverse drug events coded in routine data |
title | Improving drug safety in hospitals: a retrospective study on the potential of adverse drug events coded in routine data |
title_full | Improving drug safety in hospitals: a retrospective study on the potential of adverse drug events coded in routine data |
title_fullStr | Improving drug safety in hospitals: a retrospective study on the potential of adverse drug events coded in routine data |
title_full_unstemmed | Improving drug safety in hospitals: a retrospective study on the potential of adverse drug events coded in routine data |
title_short | Improving drug safety in hospitals: a retrospective study on the potential of adverse drug events coded in routine data |
title_sort | improving drug safety in hospitals: a retrospective study on the potential of adverse drug events coded in routine data |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6688299/ https://www.ncbi.nlm.nih.gov/pubmed/31395053 http://dx.doi.org/10.1186/s12913-019-4381-x |
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