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The incidence of adverse events in an Italian acute care hospital: findings of a two-stage method in a retrospective cohort study

BACKGROUND: The promotion of safer healthcare interventions in hospitals is a relevant public health topic. This study is aimed to investigate predictors of Adverse Events (AEs) taking into consideration the Charlson Index in order to control for confounding biases related to comorbidity. METHODS: T...

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Autores principales: Sommella, Lorenzo, de Waure, Chiara, Ferriero, Anna Maria, Biasco, Amalia, Mainelli, Maria Teresa, Pinnarelli, Luigi, Ricciardi, Walter, Damiani, Gianfranco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4155122/
https://www.ncbi.nlm.nih.gov/pubmed/25164708
http://dx.doi.org/10.1186/1472-6963-14-358
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author Sommella, Lorenzo
de Waure, Chiara
Ferriero, Anna Maria
Biasco, Amalia
Mainelli, Maria Teresa
Pinnarelli, Luigi
Ricciardi, Walter
Damiani, Gianfranco
author_facet Sommella, Lorenzo
de Waure, Chiara
Ferriero, Anna Maria
Biasco, Amalia
Mainelli, Maria Teresa
Pinnarelli, Luigi
Ricciardi, Walter
Damiani, Gianfranco
author_sort Sommella, Lorenzo
collection PubMed
description BACKGROUND: The promotion of safer healthcare interventions in hospitals is a relevant public health topic. This study is aimed to investigate predictors of Adverse Events (AEs) taking into consideration the Charlson Index in order to control for confounding biases related to comorbidity. METHODS: The study was a retrospective cohort study based on a two-stage assessment tool which was used to identify AEs. In stage 1, two physicians reviewed a random sample of patient records from 2008 discharges. In stage 2, reviewers independently assessed each screened record to confirm the presence of AEs. A univariable and multivariable analysis was conducted to identify prognostic factors of AEs; socio-demographic and some main organizational variables were taken into consideration. Charlson comorbidity Index was calculated using the algorithm developed by Quan et al. RESULTS: A total of 1501 records were reviewed; mean patients age was 60 (SD: 19) and 1415 (94.3%) patients were Italian. Forty-six (3.3%) AEs were registered; they most took place in medical wards (33, 71.7%), followed by surgical ones (9, 19.6%) and intensive care unit (ICU) (4, 8.7%). According to the logistic regression model and controlling for Charlson Index, the following variables were associated to AEs: type of admission (emergency vs elective: OR 3.47, 95% CI: 1.60-7.53), discharge ward (surgical and ICU vs medical wards: OR 2.29, 95% CI: 1.00-5.21 and OR 4.80, 95% CI: 1.47-15.66 respectively) and length of stay (OR 1.03, 95% CI 1.01-1.04). Among patients experiencing AEs a higher frequency of elderly (≥65 years) was shown (58.7% vs 49.3% among patients without AEs) but this difference was not statistically significant. Interestingly, a higher percentage of patients admitted through emergency department was found among patients experiencing AEs (69.7% vs 55.1% among patients without AEs). CONCLUSIONS: The incidence of AEs was associated with length of stay, type of admission and unit of discharge, independently by comorbidity. On the basis of our results, it appears that organizational characteristics, taking into account the adjustment for comorbidity, are the main factors responsible for AEs while patient vulnerability played a minor role. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1472-6963-14-358) contains supplementary material, which is available to authorized users.
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spelling pubmed-41551222014-09-06 The incidence of adverse events in an Italian acute care hospital: findings of a two-stage method in a retrospective cohort study Sommella, Lorenzo de Waure, Chiara Ferriero, Anna Maria Biasco, Amalia Mainelli, Maria Teresa Pinnarelli, Luigi Ricciardi, Walter Damiani, Gianfranco BMC Health Serv Res Research Article BACKGROUND: The promotion of safer healthcare interventions in hospitals is a relevant public health topic. This study is aimed to investigate predictors of Adverse Events (AEs) taking into consideration the Charlson Index in order to control for confounding biases related to comorbidity. METHODS: The study was a retrospective cohort study based on a two-stage assessment tool which was used to identify AEs. In stage 1, two physicians reviewed a random sample of patient records from 2008 discharges. In stage 2, reviewers independently assessed each screened record to confirm the presence of AEs. A univariable and multivariable analysis was conducted to identify prognostic factors of AEs; socio-demographic and some main organizational variables were taken into consideration. Charlson comorbidity Index was calculated using the algorithm developed by Quan et al. RESULTS: A total of 1501 records were reviewed; mean patients age was 60 (SD: 19) and 1415 (94.3%) patients were Italian. Forty-six (3.3%) AEs were registered; they most took place in medical wards (33, 71.7%), followed by surgical ones (9, 19.6%) and intensive care unit (ICU) (4, 8.7%). According to the logistic regression model and controlling for Charlson Index, the following variables were associated to AEs: type of admission (emergency vs elective: OR 3.47, 95% CI: 1.60-7.53), discharge ward (surgical and ICU vs medical wards: OR 2.29, 95% CI: 1.00-5.21 and OR 4.80, 95% CI: 1.47-15.66 respectively) and length of stay (OR 1.03, 95% CI 1.01-1.04). Among patients experiencing AEs a higher frequency of elderly (≥65 years) was shown (58.7% vs 49.3% among patients without AEs) but this difference was not statistically significant. Interestingly, a higher percentage of patients admitted through emergency department was found among patients experiencing AEs (69.7% vs 55.1% among patients without AEs). CONCLUSIONS: The incidence of AEs was associated with length of stay, type of admission and unit of discharge, independently by comorbidity. On the basis of our results, it appears that organizational characteristics, taking into account the adjustment for comorbidity, are the main factors responsible for AEs while patient vulnerability played a minor role. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1472-6963-14-358) contains supplementary material, which is available to authorized users. BioMed Central 2014-08-27 /pmc/articles/PMC4155122/ /pubmed/25164708 http://dx.doi.org/10.1186/1472-6963-14-358 Text en © Sommella et al.; licensee BioMed Central Ltd. 2014 This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. 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
Sommella, Lorenzo
de Waure, Chiara
Ferriero, Anna Maria
Biasco, Amalia
Mainelli, Maria Teresa
Pinnarelli, Luigi
Ricciardi, Walter
Damiani, Gianfranco
The incidence of adverse events in an Italian acute care hospital: findings of a two-stage method in a retrospective cohort study
title The incidence of adverse events in an Italian acute care hospital: findings of a two-stage method in a retrospective cohort study
title_full The incidence of adverse events in an Italian acute care hospital: findings of a two-stage method in a retrospective cohort study
title_fullStr The incidence of adverse events in an Italian acute care hospital: findings of a two-stage method in a retrospective cohort study
title_full_unstemmed The incidence of adverse events in an Italian acute care hospital: findings of a two-stage method in a retrospective cohort study
title_short The incidence of adverse events in an Italian acute care hospital: findings of a two-stage method in a retrospective cohort study
title_sort incidence of adverse events in an italian acute care hospital: findings of a two-stage method in a retrospective cohort study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4155122/
https://www.ncbi.nlm.nih.gov/pubmed/25164708
http://dx.doi.org/10.1186/1472-6963-14-358
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