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A decade of adverse drug events in Portuguese hospitals: space-time clustering and spatial variation in temporal trends

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A decade of adverse drug events in Portuguese hospitals: space-time clustering and spatial variation in temporal trends. / Scripcaru, Gianina; Caixeiro Mateus, Maria Do Ceu; Nunes, Carla.
In: BMC Pharmacology and Toxicology, Vol. 18, No. 1, 10.05.2017.

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Scripcaru G, Caixeiro Mateus MDC, Nunes C. A decade of adverse drug events in Portuguese hospitals: space-time clustering and spatial variation in temporal trends. BMC Pharmacology and Toxicology. 2017 May 10;18(1). doi: 10.1186/s40360-017-0140-y

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@article{52a3fd16428f4ce5a6c407c917d0c69e,
title = "A decade of adverse drug events in Portuguese hospitals: space-time clustering and spatial variation in temporal trends",
abstract = "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. Keywords: Adverse drug events, Hospitals, Space-time, Epidemiology",
keywords = "adverse drug events, hospitals, space-time, Epidemiology",
author = "Gianina Scripcaru and {Caixeiro Mateus}, {Maria Do Ceu} and Carla Nunes",
year = "2017",
month = may,
day = "10",
doi = "10.1186/s40360-017-0140-y",
language = "English",
volume = "18",
journal = "BMC Pharmacology and Toxicology",
issn = "2050-6511",
publisher = "BioMed Central",
number = "1",

}

RIS

TY - JOUR

T1 - A decade of adverse drug events in Portuguese hospitals

T2 - space-time clustering and spatial variation in temporal trends

AU - Scripcaru, Gianina

AU - Caixeiro Mateus, Maria Do Ceu

AU - Nunes, Carla

PY - 2017/5/10

Y1 - 2017/5/10

N2 - 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. Keywords: Adverse drug events, Hospitals, Space-time, Epidemiology

AB - 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. Keywords: Adverse drug events, Hospitals, Space-time, Epidemiology

KW - adverse drug events

KW - hospitals

KW - space-time

KW - Epidemiology

U2 - 10.1186/s40360-017-0140-y

DO - 10.1186/s40360-017-0140-y

M3 - Journal article

VL - 18

JO - BMC Pharmacology and Toxicology

JF - BMC Pharmacology and Toxicology

SN - 2050-6511

IS - 1

ER -