Confounding Variables and the Performance of Triggers in Detecting Unreported Adverse Drug Reactions
Autor(a) principal: | |
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Data de Publicação: | 2017 |
Outros Autores: | , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://dx.doi.org/10.1016/j.clinthera.2016.11.005 http://hdl.handle.net/11449/173993 |
Resumo: | Purpose This study explored the performance of trigger in detecting adverse drug reactions (ADRs), the confounding variables impairing the causal association of the ADRs, and the underreporting rate by hospital health professionals. Methods A 6-month cross-sectional study was conducted in a public general hospital. Data collection was conducted in 2 stages: (1) screening of patient hospitalizations to identify suspected ADRs with 9 triggers developed by the Institute of Healthcare Improvement; and (2) chart review to perform the causality assessment of the suspected ADRs identified, to describe the confounding variables associated with detection of suspected ADRs that were not drug induced, and to analyze the positive predictive value of triggers in recognizing ADRs. To estimate the underreporting rate, ADRs detected by using the tool were compared with ADRs reported by health professionals during the same period. Findings During the study period, 3318 hospitalizations were analyzed. A total of 837 suspected ADRs were identified. However, after causality assessment, 356 were definite ADRs. Confounding variables associated with the detection-suspected ADRs were related to the clinical conditions of inpatients. The use of triggers contributed to increased ADR detection by 10.5%. The performance ranged from 0.00 to 0.75, with an overall positive predictive value of 0.43. Six ADRs were spontaneously reported, of which just 1 was also detected by using the trigger tool. Only 1 of 356 potential ADRs was reported by health professionals. Implications Findings show that the use of triggers contributes to detecting ADRs underreported by health professionals. However, confounding variables impaired the performance of the tool because they underestimated the causal association. Furthermore, both methods are complementary to early recognition of drug-induced harm and should be applied together in health institutions to contribute to policies of risk management, drug safety, and optimization of pharmacotherapy. |
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Confounding Variables and the Performance of Triggers in Detecting Unreported Adverse Drug Reactionsdrug therapyhealthcarehospitalizationpharmacovigilanceproduct surveillance postmarketingrisk assessmentPurpose This study explored the performance of trigger in detecting adverse drug reactions (ADRs), the confounding variables impairing the causal association of the ADRs, and the underreporting rate by hospital health professionals. Methods A 6-month cross-sectional study was conducted in a public general hospital. Data collection was conducted in 2 stages: (1) screening of patient hospitalizations to identify suspected ADRs with 9 triggers developed by the Institute of Healthcare Improvement; and (2) chart review to perform the causality assessment of the suspected ADRs identified, to describe the confounding variables associated with detection of suspected ADRs that were not drug induced, and to analyze the positive predictive value of triggers in recognizing ADRs. To estimate the underreporting rate, ADRs detected by using the tool were compared with ADRs reported by health professionals during the same period. Findings During the study period, 3318 hospitalizations were analyzed. A total of 837 suspected ADRs were identified. However, after causality assessment, 356 were definite ADRs. Confounding variables associated with the detection-suspected ADRs were related to the clinical conditions of inpatients. The use of triggers contributed to increased ADR detection by 10.5%. The performance ranged from 0.00 to 0.75, with an overall positive predictive value of 0.43. Six ADRs were spontaneously reported, of which just 1 was also detected by using the trigger tool. Only 1 of 356 potential ADRs was reported by health professionals. Implications Findings show that the use of triggers contributes to detecting ADRs underreported by health professionals. However, confounding variables impaired the performance of the tool because they underestimated the causal association. Furthermore, both methods are complementary to early recognition of drug-induced harm and should be applied together in health institutions to contribute to policies of risk management, drug safety, and optimization of pharmacotherapy.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)School of Pharmaceutical Sciences UNESP-Univ Estadual Paulista Department of Drugs and MedicinesSchool of Pharmaceutical Sciences USP–University of São PauloAmerico Brasiliense State Hospital Department of Surgery and Anatomy Ribeirão Preto School of Medicine University of São PauloUniversity of Aveiro Department of Medical Sciences & Institute for Biomedicine–iBiMEDCAPES Foundation Ministry of Education of Brazil Brasília – DF 70040-020School of Pharmaceutical Sciences UNESP-Univ Estadual Paulista Department of Drugs and MedicinesUniversidade Estadual Paulista (Unesp)Universidade de São Paulo (USP)University of AveiroBrasília – DF 70040-020Varallo, Fabiana Rossi [UNESP]Dagli-Hernandez, CarolinaPagotto, Caroline [UNESP]de Nadai, Tales RubensHerdeiro, Maria Teresade Carvalho Mastroianni, Patricia [UNESP]2018-12-11T17:08:39Z2018-12-11T17:08:39Z2017-04-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article686-696application/pdfhttp://dx.doi.org/10.1016/j.clinthera.2016.11.005Clinical Therapeutics, v. 39, n. 4, p. 686-696, 2017.1879-114X0149-2918http://hdl.handle.net/11449/17399310.1016/j.clinthera.2016.11.0052-s2.0-850073324502-s2.0-85007332450.pdfScopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengClinical Therapeutics1,151info:eu-repo/semantics/openAccess2024-06-24T13:46:00Zoai:repositorio.unesp.br:11449/173993Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T20:00:18.507326Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Confounding Variables and the Performance of Triggers in Detecting Unreported Adverse Drug Reactions |
title |
Confounding Variables and the Performance of Triggers in Detecting Unreported Adverse Drug Reactions |
spellingShingle |
Confounding Variables and the Performance of Triggers in Detecting Unreported Adverse Drug Reactions Varallo, Fabiana Rossi [UNESP] drug therapy healthcare hospitalization pharmacovigilance product surveillance postmarketing risk assessment |
title_short |
Confounding Variables and the Performance of Triggers in Detecting Unreported Adverse Drug Reactions |
title_full |
Confounding Variables and the Performance of Triggers in Detecting Unreported Adverse Drug Reactions |
title_fullStr |
Confounding Variables and the Performance of Triggers in Detecting Unreported Adverse Drug Reactions |
title_full_unstemmed |
Confounding Variables and the Performance of Triggers in Detecting Unreported Adverse Drug Reactions |
title_sort |
Confounding Variables and the Performance of Triggers in Detecting Unreported Adverse Drug Reactions |
author |
Varallo, Fabiana Rossi [UNESP] |
author_facet |
Varallo, Fabiana Rossi [UNESP] Dagli-Hernandez, Carolina Pagotto, Caroline [UNESP] de Nadai, Tales Rubens Herdeiro, Maria Teresa de Carvalho Mastroianni, Patricia [UNESP] |
author_role |
author |
author2 |
Dagli-Hernandez, Carolina Pagotto, Caroline [UNESP] de Nadai, Tales Rubens Herdeiro, Maria Teresa de Carvalho Mastroianni, Patricia [UNESP] |
author2_role |
author author author author author |
dc.contributor.none.fl_str_mv |
Universidade Estadual Paulista (Unesp) Universidade de São Paulo (USP) University of Aveiro Brasília – DF 70040-020 |
dc.contributor.author.fl_str_mv |
Varallo, Fabiana Rossi [UNESP] Dagli-Hernandez, Carolina Pagotto, Caroline [UNESP] de Nadai, Tales Rubens Herdeiro, Maria Teresa de Carvalho Mastroianni, Patricia [UNESP] |
dc.subject.por.fl_str_mv |
drug therapy healthcare hospitalization pharmacovigilance product surveillance postmarketing risk assessment |
topic |
drug therapy healthcare hospitalization pharmacovigilance product surveillance postmarketing risk assessment |
description |
Purpose This study explored the performance of trigger in detecting adverse drug reactions (ADRs), the confounding variables impairing the causal association of the ADRs, and the underreporting rate by hospital health professionals. Methods A 6-month cross-sectional study was conducted in a public general hospital. Data collection was conducted in 2 stages: (1) screening of patient hospitalizations to identify suspected ADRs with 9 triggers developed by the Institute of Healthcare Improvement; and (2) chart review to perform the causality assessment of the suspected ADRs identified, to describe the confounding variables associated with detection of suspected ADRs that were not drug induced, and to analyze the positive predictive value of triggers in recognizing ADRs. To estimate the underreporting rate, ADRs detected by using the tool were compared with ADRs reported by health professionals during the same period. Findings During the study period, 3318 hospitalizations were analyzed. A total of 837 suspected ADRs were identified. However, after causality assessment, 356 were definite ADRs. Confounding variables associated with the detection-suspected ADRs were related to the clinical conditions of inpatients. The use of triggers contributed to increased ADR detection by 10.5%. The performance ranged from 0.00 to 0.75, with an overall positive predictive value of 0.43. Six ADRs were spontaneously reported, of which just 1 was also detected by using the trigger tool. Only 1 of 356 potential ADRs was reported by health professionals. Implications Findings show that the use of triggers contributes to detecting ADRs underreported by health professionals. However, confounding variables impaired the performance of the tool because they underestimated the causal association. Furthermore, both methods are complementary to early recognition of drug-induced harm and should be applied together in health institutions to contribute to policies of risk management, drug safety, and optimization of pharmacotherapy. |
publishDate |
2017 |
dc.date.none.fl_str_mv |
2017-04-01 2018-12-11T17:08:39Z 2018-12-11T17:08:39Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://dx.doi.org/10.1016/j.clinthera.2016.11.005 Clinical Therapeutics, v. 39, n. 4, p. 686-696, 2017. 1879-114X 0149-2918 http://hdl.handle.net/11449/173993 10.1016/j.clinthera.2016.11.005 2-s2.0-85007332450 2-s2.0-85007332450.pdf |
url |
http://dx.doi.org/10.1016/j.clinthera.2016.11.005 http://hdl.handle.net/11449/173993 |
identifier_str_mv |
Clinical Therapeutics, v. 39, n. 4, p. 686-696, 2017. 1879-114X 0149-2918 10.1016/j.clinthera.2016.11.005 2-s2.0-85007332450 2-s2.0-85007332450.pdf |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Clinical Therapeutics 1,151 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
686-696 application/pdf |
dc.source.none.fl_str_mv |
Scopus reponame:Repositório Institucional da UNESP instname:Universidade Estadual Paulista (UNESP) instacron:UNESP |
instname_str |
Universidade Estadual Paulista (UNESP) |
instacron_str |
UNESP |
institution |
UNESP |
reponame_str |
Repositório Institucional da UNESP |
collection |
Repositório Institucional da UNESP |
repository.name.fl_str_mv |
Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP) |
repository.mail.fl_str_mv |
|
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1808129148603858944 |