Cargando…
A decade of adverse drug events in Portuguese hospitals: space-time clustering and spatial variation in temporal trends
BACKGROUND: The aim of this study is to identify the distribution by municipalities of adverse drug events (ADE) in Portugal, including adverse drug reactions (ADR) and accidental poisoning by drugs (AP), on municipality/years ADE rate clustering. Also we identify areas with different trends in time...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5424420/ https://www.ncbi.nlm.nih.gov/pubmed/28486949 http://dx.doi.org/10.1186/s40360-017-0140-y |
_version_ | 1783235132840214528 |
---|---|
author | Scripcaru, Gianina Mateus, Ceu Nunes, Carla |
author_facet | Scripcaru, Gianina Mateus, Ceu Nunes, Carla |
author_sort | Scripcaru, Gianina |
collection | PubMed |
description | BACKGROUND: The aim of this study is to identify the distribution by municipalities of adverse drug events (ADE) in Portugal, including adverse drug reactions (ADR) and accidental poisoning by drugs (AP), on municipality/years ADE rate clustering. Also we identify areas with different trends in time. METHODS: We used a national dataset of public hospital discharges in Continental Portugal from 2004 to 2013. Events were identified based on codes: from E930 to E949.9 (ADR) and from E850 to E858.9 (AP). Space-time clustering and spatial variation in temporal trends methods were applied in three different time-periods: globally, by year and grouped in 2 classes (periods of 5 years). RESULTS: A total of 9,320,076 patients were discharged within this period, with 133,688 patients (1.46%) having at least one ADE, 4% of them related with AP. Critical space-time identified clusters (p < 0.001) were the municipalities from Lisbon metropolitan area and Centro region area. The global rate increased at a 7.8% mean annual percentage change, with high space-time heterogeneity and variation in time trends clusters (p < 0.001). For whole period, 2004–2013, all clusters presented increasing trends. However when analyzed by period of 5 years we identified two clusters with decreasing trends in time in 2004–2008. CONCLUSION: The impact of ADE is huge, with widely variations within country and in time, and represents an increasing challenge. Future research using individual and contextual risk factors are urgently needed to understand this spatiotemporal variability in order to promote local tailored and updated actions of prevention. |
format | Online Article Text |
id | pubmed-5424420 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-54244202017-05-11 A decade of adverse drug events in Portuguese hospitals: space-time clustering and spatial variation in temporal trends Scripcaru, Gianina Mateus, Ceu Nunes, Carla BMC Pharmacol Toxicol Research Article BACKGROUND: The aim of this study is to identify the distribution by municipalities of adverse drug events (ADE) in Portugal, including adverse drug reactions (ADR) and accidental poisoning by drugs (AP), on municipality/years ADE rate clustering. Also we identify areas with different trends in time. METHODS: We used a national dataset of public hospital discharges in Continental Portugal from 2004 to 2013. Events were identified based on codes: from E930 to E949.9 (ADR) and from E850 to E858.9 (AP). Space-time clustering and spatial variation in temporal trends methods were applied in three different time-periods: globally, by year and grouped in 2 classes (periods of 5 years). RESULTS: A total of 9,320,076 patients were discharged within this period, with 133,688 patients (1.46%) having at least one ADE, 4% of them related with AP. Critical space-time identified clusters (p < 0.001) were the municipalities from Lisbon metropolitan area and Centro region area. The global rate increased at a 7.8% mean annual percentage change, with high space-time heterogeneity and variation in time trends clusters (p < 0.001). For whole period, 2004–2013, all clusters presented increasing trends. However when analyzed by period of 5 years we identified two clusters with decreasing trends in time in 2004–2008. CONCLUSION: The impact of ADE is huge, with widely variations within country and in time, and represents an increasing challenge. Future research using individual and contextual risk factors are urgently needed to understand this spatiotemporal variability in order to promote local tailored and updated actions of prevention. BioMed Central 2017-05-10 /pmc/articles/PMC5424420/ /pubmed/28486949 http://dx.doi.org/10.1186/s40360-017-0140-y Text en © The Author(s). 2017 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 Scripcaru, Gianina Mateus, Ceu Nunes, Carla A decade of adverse drug events in Portuguese hospitals: space-time clustering and spatial variation in temporal trends |
title | A decade of adverse drug events in Portuguese hospitals: space-time clustering and spatial variation in temporal trends |
title_full | A decade of adverse drug events in Portuguese hospitals: space-time clustering and spatial variation in temporal trends |
title_fullStr | A decade of adverse drug events in Portuguese hospitals: space-time clustering and spatial variation in temporal trends |
title_full_unstemmed | A decade of adverse drug events in Portuguese hospitals: space-time clustering and spatial variation in temporal trends |
title_short | A decade of adverse drug events in Portuguese hospitals: space-time clustering and spatial variation in temporal trends |
title_sort | decade of adverse drug events in portuguese hospitals: space-time clustering and spatial variation in temporal trends |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5424420/ https://www.ncbi.nlm.nih.gov/pubmed/28486949 http://dx.doi.org/10.1186/s40360-017-0140-y |
work_keys_str_mv | AT scripcarugianina adecadeofadversedrugeventsinportuguesehospitalsspacetimeclusteringandspatialvariationintemporaltrends AT mateusceu adecadeofadversedrugeventsinportuguesehospitalsspacetimeclusteringandspatialvariationintemporaltrends AT nunescarla adecadeofadversedrugeventsinportuguesehospitalsspacetimeclusteringandspatialvariationintemporaltrends AT scripcarugianina decadeofadversedrugeventsinportuguesehospitalsspacetimeclusteringandspatialvariationintemporaltrends AT mateusceu decadeofadversedrugeventsinportuguesehospitalsspacetimeclusteringandspatialvariationintemporaltrends AT nunescarla decadeofadversedrugeventsinportuguesehospitalsspacetimeclusteringandspatialvariationintemporaltrends |