Use of statistical process control charts in the epidemiological surveillance of nosocomial infections

Detalhes bibliográficos
Autor(a) principal: Arantes, Aglai
Data de Publicação: 2003
Outros Autores: Carvalho, Eduardo da Silva, Medeiros, Eduardo Alexandrino Servolo, Farhat, Calil Kairalla, Mantese, Orlando César
Tipo de documento: Artigo
Idioma: por
Título da fonte: Revista de Saúde Pública
Texto Completo: https://www.revistas.usp.br/rsp/article/view/31660
Resumo: OBJECTIVE: To monitor occurrence trends and identify clusters of nosocomial infection (NI) using statistical process control (SPC) charts. METHODS: Between January 1998 and December 2000 nosocomial infection occurrence was evaluated in a cohort of 460 patients admitted to the Pediatric Intensive Care Unit of a university hospital, according to the concepts and criteria proposed by the National Nosocomial Infection Surveillance System of the Centers for Disease Control, in the United States. Graphs were plotted using Poisson statistical distribution, including four horizontal lines: center line (CL), upper warning limit (UWL) and upper control limit (UCL). The CL was the arithmetic mean NI rate calculated for the studied period; UWL and UCL were drawn at 2 and 3 standard deviations above average NI rates, respectively. Clusters were identified when NI rates remained above UCL. RESULTS: Mean NI incidence was 20 per 1,000 patient days. One urinary tract infection cluster was identified in July 2000, with an infection rate of 63 per 1,000 patient days, exceeding UCL and characterizing a period of epidemic. CONCLUSIONS: The use of SPC charts for controlling endemic levels of NI, through both global and site-specific evaluation, allowed for the identification of uncommon variations in NI rates, such as outbreaks and epidemics, and for their distinction from the natural variations observed in NI occurrence rates, without the need for calculations and hypothesis testing.
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spelling Use of statistical process control charts in the epidemiological surveillance of nosocomial infections Uso de diagramas de controle na vigilância epidemiológica das infecções hospitalares Epidemiological surveillanceCross infectionInfection controlEndemic diseasesStatistical graphsIncidenceInpatientsIntensive care unitspediatricHospitalsuniversityVigilância epidemiológicaInfecção hospitalarControle de infecçõesDoenças endêmicasGráficos estatísticosIncidênciaPacientes internadosUnidades de terapia intensiva pediátricaHospitais universitários OBJECTIVE: To monitor occurrence trends and identify clusters of nosocomial infection (NI) using statistical process control (SPC) charts. METHODS: Between January 1998 and December 2000 nosocomial infection occurrence was evaluated in a cohort of 460 patients admitted to the Pediatric Intensive Care Unit of a university hospital, according to the concepts and criteria proposed by the National Nosocomial Infection Surveillance System of the Centers for Disease Control, in the United States. Graphs were plotted using Poisson statistical distribution, including four horizontal lines: center line (CL), upper warning limit (UWL) and upper control limit (UCL). The CL was the arithmetic mean NI rate calculated for the studied period; UWL and UCL were drawn at 2 and 3 standard deviations above average NI rates, respectively. Clusters were identified when NI rates remained above UCL. RESULTS: Mean NI incidence was 20 per 1,000 patient days. One urinary tract infection cluster was identified in July 2000, with an infection rate of 63 per 1,000 patient days, exceeding UCL and characterizing a period of epidemic. CONCLUSIONS: The use of SPC charts for controlling endemic levels of NI, through both global and site-specific evaluation, allowed for the identification of uncommon variations in NI rates, such as outbreaks and epidemics, and for their distinction from the natural variations observed in NI occurrence rates, without the need for calculations and hypothesis testing. OBJETIVO: Monitorizar a tendência de ocorrência e identificar surtos de infecções hospitalares utilizando diagramas de controles. MÉTODOS: No período de janeiro de 1998 a dezembro de 2000, a ocorrência de infecções hospitalares foi avaliada em uma coorte de 460 pacientes, internados em uma Unidade de Terapia Intensiva Pediátrica de um hospital universitário, segundo os conceitos e critérios da metodologia do sistema "National Nosocomial Infection Surveillance", do "Centers for Disease Control" (EUA). Os gráficos foram construídos de acordo com a distribuição probabilística de Poisson. Quatro linhas horizontais foram plotadas. A linha central foi representada pela incidência média das infecções hospitalares no período estudado e as linhas de alerta superior e de controle superior foram calculadas a partir de dois e três desvios-padrão acima da incidência média das infecções hospitalares, respectivamente. Os surtos de infecção hospitalar foram identificados quando sua incidência mensal permaneceu acima da linha do limite de controle superior. RESULTADOS: A incidência média de infecções hospitalares por mil pacientes dia foi de 20. Um surto de infecção do trato urinário foi identificado em julho de 2000, cuja taxa de infecção foi de 63 por mil pacientes dia, ultrapassando a linha de controle superior, configurando um período epidêmico. CONCLUSÕES: A utilização dos diagramas de controle do nível endêmico, tanto por avaliação global e sítio específica, possibilitou identificar e distinguir das variações naturais nas taxas de ocorrência de infecções hospitalares aquelas de causas incomuns, como os surtos ou epidemias, dispensando o uso de cálculos e testes de hipóteses. Universidade de São Paulo. Faculdade de Saúde Pública2003-12-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://www.revistas.usp.br/rsp/article/view/3166010.1590/S0034-89102003000600012Revista de Saúde Pública; Vol. 37 No. 6 (2003); 768-774 Revista de Saúde Pública; Vol. 37 Núm. 6 (2003); 768-774 Revista de Saúde Pública; v. 37 n. 6 (2003); 768-774 1518-87870034-8910reponame:Revista de Saúde Públicainstname:Universidade de São Paulo (USP)instacron:USPporhttps://www.revistas.usp.br/rsp/article/view/31660/33546Copyright (c) 2017 Revista de Saúde Públicainfo:eu-repo/semantics/openAccessArantes, AglaiCarvalho, Eduardo da SilvaMedeiros, Eduardo Alexandrino ServoloFarhat, Calil KairallaMantese, Orlando César2012-07-08T15:01:47Zoai:revistas.usp.br:article/31660Revistahttps://www.revistas.usp.br/rsp/indexONGhttps://www.revistas.usp.br/rsp/oairevsp@org.usp.br||revsp1@usp.br1518-87870034-8910opendoar:2012-07-08T15:01:47Revista de Saúde Pública - Universidade de São Paulo (USP)false
dc.title.none.fl_str_mv Use of statistical process control charts in the epidemiological surveillance of nosocomial infections
Uso de diagramas de controle na vigilância epidemiológica das infecções hospitalares
title Use of statistical process control charts in the epidemiological surveillance of nosocomial infections
spellingShingle Use of statistical process control charts in the epidemiological surveillance of nosocomial infections
Arantes, Aglai
Epidemiological surveillance
Cross infection
Infection control
Endemic diseases
Statistical graphs
Incidence
Inpatients
Intensive care units
pediatric
Hospitals
university
Vigilância epidemiológica
Infecção hospitalar
Controle de infecções
Doenças endêmicas
Gráficos estatísticos
Incidência
Pacientes internados
Unidades de terapia intensiva pediátrica
Hospitais universitários
title_short Use of statistical process control charts in the epidemiological surveillance of nosocomial infections
title_full Use of statistical process control charts in the epidemiological surveillance of nosocomial infections
title_fullStr Use of statistical process control charts in the epidemiological surveillance of nosocomial infections
title_full_unstemmed Use of statistical process control charts in the epidemiological surveillance of nosocomial infections
title_sort Use of statistical process control charts in the epidemiological surveillance of nosocomial infections
author Arantes, Aglai
author_facet Arantes, Aglai
Carvalho, Eduardo da Silva
Medeiros, Eduardo Alexandrino Servolo
Farhat, Calil Kairalla
Mantese, Orlando César
author_role author
author2 Carvalho, Eduardo da Silva
Medeiros, Eduardo Alexandrino Servolo
Farhat, Calil Kairalla
Mantese, Orlando César
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Arantes, Aglai
Carvalho, Eduardo da Silva
Medeiros, Eduardo Alexandrino Servolo
Farhat, Calil Kairalla
Mantese, Orlando César
dc.subject.por.fl_str_mv Epidemiological surveillance
Cross infection
Infection control
Endemic diseases
Statistical graphs
Incidence
Inpatients
Intensive care units
pediatric
Hospitals
university
Vigilância epidemiológica
Infecção hospitalar
Controle de infecções
Doenças endêmicas
Gráficos estatísticos
Incidência
Pacientes internados
Unidades de terapia intensiva pediátrica
Hospitais universitários
topic Epidemiological surveillance
Cross infection
Infection control
Endemic diseases
Statistical graphs
Incidence
Inpatients
Intensive care units
pediatric
Hospitals
university
Vigilância epidemiológica
Infecção hospitalar
Controle de infecções
Doenças endêmicas
Gráficos estatísticos
Incidência
Pacientes internados
Unidades de terapia intensiva pediátrica
Hospitais universitários
description OBJECTIVE: To monitor occurrence trends and identify clusters of nosocomial infection (NI) using statistical process control (SPC) charts. METHODS: Between January 1998 and December 2000 nosocomial infection occurrence was evaluated in a cohort of 460 patients admitted to the Pediatric Intensive Care Unit of a university hospital, according to the concepts and criteria proposed by the National Nosocomial Infection Surveillance System of the Centers for Disease Control, in the United States. Graphs were plotted using Poisson statistical distribution, including four horizontal lines: center line (CL), upper warning limit (UWL) and upper control limit (UCL). The CL was the arithmetic mean NI rate calculated for the studied period; UWL and UCL were drawn at 2 and 3 standard deviations above average NI rates, respectively. Clusters were identified when NI rates remained above UCL. RESULTS: Mean NI incidence was 20 per 1,000 patient days. One urinary tract infection cluster was identified in July 2000, with an infection rate of 63 per 1,000 patient days, exceeding UCL and characterizing a period of epidemic. CONCLUSIONS: The use of SPC charts for controlling endemic levels of NI, through both global and site-specific evaluation, allowed for the identification of uncommon variations in NI rates, such as outbreaks and epidemics, and for their distinction from the natural variations observed in NI occurrence rates, without the need for calculations and hypothesis testing.
publishDate 2003
dc.date.none.fl_str_mv 2003-12-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://www.revistas.usp.br/rsp/article/view/31660
10.1590/S0034-89102003000600012
url https://www.revistas.usp.br/rsp/article/view/31660
identifier_str_mv 10.1590/S0034-89102003000600012
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://www.revistas.usp.br/rsp/article/view/31660/33546
dc.rights.driver.fl_str_mv Copyright (c) 2017 Revista de Saúde Pública
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2017 Revista de Saúde Pública
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade de São Paulo. Faculdade de Saúde Pública
publisher.none.fl_str_mv Universidade de São Paulo. Faculdade de Saúde Pública
dc.source.none.fl_str_mv Revista de Saúde Pública; Vol. 37 No. 6 (2003); 768-774
Revista de Saúde Pública; Vol. 37 Núm. 6 (2003); 768-774
Revista de Saúde Pública; v. 37 n. 6 (2003); 768-774
1518-8787
0034-8910
reponame:Revista de Saúde Pública
instname:Universidade de São Paulo (USP)
instacron:USP
instname_str Universidade de São Paulo (USP)
instacron_str USP
institution USP
reponame_str Revista de Saúde Pública
collection Revista de Saúde Pública
repository.name.fl_str_mv Revista de Saúde Pública - Universidade de São Paulo (USP)
repository.mail.fl_str_mv revsp@org.usp.br||revsp1@usp.br
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