Deduplicating records in systematic reviews: there are free, accurate automated ways to do so

Detalhes bibliográficos
Autor(a) principal: Guimarães, Nathalia Sernizon
Data de Publicação: 2022
Outros Autores: Ferreira, Andrêa J. F., Silva, Rita de Cássia Ribeiro, Paula, Adelzon Assis de, Lisboa, Cinthia Soares, Magno, Laio, Ichiara, Maria Yury, Barreto, Maurício Lima
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da FIOCRUZ (ARCA)
Texto Completo: https://www.arca.fiocruz.br/handle/icict/56825
Resumo: Universidade Federal da Bahia. Instituto de Saúde Coletiva. Salvador, BA, Brasil.
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spelling Guimarães, Nathalia SernizonFerreira, Andrêa J. F.Silva, Rita de Cássia RibeiroPaula, Adelzon Assis deLisboa, Cinthia SoaresMagno, LaioIchiara, Maria YuryBarreto, Maurício Lima2023-02-01T19:43:59Z2023-02-01T19:43:59Z2022GUIMARAES, Nathalia Sernizon et al. Deduplicating records in systematic reviews: there are free, accurate automated ways to do so. Journal of Clinical Epidemiology, v.152, p. 1-7, 2022.0895-4356https://www.arca.fiocruz.br/handle/icict/5682510.1016/j.jclinepi.2022.10.009engElsevierPrecisãoDesduplicaçãoRevisão sistemáticaBibliotecasPesquisa epidemiológicaMetodologias de pesquisa em nutriçãoAccuracyDeduplicationSystematic reviewLibrariesEpidemiological researchNutrition research methodologiesNutrição de precisãoRevisão sistemáticaBibliotecasInvestigação EpidemiológicaDeduplicating records in systematic reviews: there are free, accurate automated ways to do soinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleUniversidade Federal da Bahia. Instituto de Saúde Coletiva. Salvador, BA, Brasil.Fundação Oswaldo Cruz. Instituto. Centro de Integração de Dados e Conhecimentos em Saúde. Salvador, BA, Brasil / The Ubuntu Center on Racism. Global Movements and Population Health Equity. Dornsife School of Public Health. Drexel University. Philadelphia, PA, USA.Fundação Oswaldo Cruz. Instituto. Centro de Integração de Dados e Conhecimentos em Saúde. Salvador, BA, Brasil / Universidade Federal da Bahia. Escola de Nutrição. Departamento de Nutrição. Salvador, BA, Brasil.Universidade Federal da Bahia. Instituto de Saúde Coletiva. Salvador, BA, Brasil.Universidade Estadual de Feira de Santana. Programa de Pós-Graduação em Saúde Coletiva. Feira de Santana, BA, Brasil.Universidade Federal da Bahia. Instituto de Saúde Coletiva. Salvador, BA, Brasil / Universidade do Estado da Bahia. Departamento de Ciências da Vida. Salvador, BA, Brasil.Fundação Oswaldo Cruz. Instituto. Centro de Integração de Dados e Conhecimentos em Saúde. Salvador, BA, Brasil.Universidade Federal da Bahia. Instituto de Saúde Coletiva. Salvador, BA, Brasil / Fundação Oswaldo Cruz. Instituto. Centro de Integração de Dados e Conhecimentos em Saúde. Salvador, BA, Brasil.Objective: Here, we examined the accuracy measures of a set of automated deduplication tools to identify duplicate in the eligibility process of systematic reviews. Study Design and Setting A planned search strategy was carried out on seven electronic databases until May 31, 2021. Using manual search as the reference standard, we assessed sensibility, specificity, negative predictive value, and positive predictive value (PPV). Results: Specificity ranged from 0.96 to 1.00. Rayyan, Mendeley, and Systematic Review Accelerator (SRA) presented high sensibility (0.98 [95% CI = 0.94–1.00]; 0.93 [95% CI = 0.88–0.97] and 0.90 [95% CI = 0.84–0.95], respectively), whereas EndNote X9 and Zotero had only fair sensitivity (0.73 [95% CI = 0.65–0.80] and 0.74 [95% CI = 0.66–0.81], respectively). Negative predictive value ranged from 0.99 to 1.00. Mendeley and SRA had good PPV (0.93 [95% CI = 0.88–0.97] and 0.99 [95% CI = 0.96–1.00], respectively). PPV was fair for EndNote X9 (0.61 [95% CI = 0.54–0.69]) and Zotero (0.62 [95% CI = 0.54–0.69]) and poor for Rayyan (0.41 [95% CI = 0.36–0.47]). Conclusion: Choosing the most suitable tool depends on its interface's characteristics, the algorithm to identify and exclude duplicates, and the transparency of the process. Therefore, Rayyan, Mendeley, and SRA proved to be accurate enough for the systematic reviews' deduplication step.info:eu-repo/semantics/openAccessreponame:Repositório Institucional da FIOCRUZ (ARCA)instname:Fundação Oswaldo Cruz (FIOCRUZ)instacron:FIOCRUZLICENSElicense.txtlicense.txttext/plain; charset=utf-82991https://www.arca.fiocruz.br/bitstream/icict/56825/1/license.txt5a560609d32a3863062d77ff32785d58MD51ORIGINALGuimarães, N.S. Deduplicating records in systematic.....2022.pdfGuimarães, N.S. Deduplicating records in systematic.....2022.pdfapplication/pdf219294https://www.arca.fiocruz.br/bitstream/icict/56825/2/Guimar%c3%a3es%2c%20N.S.%20Deduplicating%20records%20in%20systematic.....2022.pdf0c519476127c510a061af41924f9e21aMD52icict/568252023-03-15 14:32:51.513oai:www.arca.fiocruz.br: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ório InstitucionalPUBhttps://www.arca.fiocruz.br/oai/requestrepositorio.arca@fiocruz.bropendoar:21352023-03-15T17:32:51Repositório Institucional da FIOCRUZ (ARCA) - Fundação Oswaldo Cruz (FIOCRUZ)false
dc.title.en_US.fl_str_mv Deduplicating records in systematic reviews: there are free, accurate automated ways to do so
title Deduplicating records in systematic reviews: there are free, accurate automated ways to do so
spellingShingle Deduplicating records in systematic reviews: there are free, accurate automated ways to do so
Guimarães, Nathalia Sernizon
Precisão
Desduplicação
Revisão sistemática
Bibliotecas
Pesquisa epidemiológica
Metodologias de pesquisa em nutrição
Accuracy
Deduplication
Systematic review
Libraries
Epidemiological research
Nutrition research methodologies
Nutrição de precisão
Revisão sistemática
Bibliotecas
Investigação Epidemiológica
title_short Deduplicating records in systematic reviews: there are free, accurate automated ways to do so
title_full Deduplicating records in systematic reviews: there are free, accurate automated ways to do so
title_fullStr Deduplicating records in systematic reviews: there are free, accurate automated ways to do so
title_full_unstemmed Deduplicating records in systematic reviews: there are free, accurate automated ways to do so
title_sort Deduplicating records in systematic reviews: there are free, accurate automated ways to do so
author Guimarães, Nathalia Sernizon
author_facet Guimarães, Nathalia Sernizon
Ferreira, Andrêa J. F.
Silva, Rita de Cássia Ribeiro
Paula, Adelzon Assis de
Lisboa, Cinthia Soares
Magno, Laio
Ichiara, Maria Yury
Barreto, Maurício Lima
author_role author
author2 Ferreira, Andrêa J. F.
Silva, Rita de Cássia Ribeiro
Paula, Adelzon Assis de
Lisboa, Cinthia Soares
Magno, Laio
Ichiara, Maria Yury
Barreto, Maurício Lima
author2_role author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Guimarães, Nathalia Sernizon
Ferreira, Andrêa J. F.
Silva, Rita de Cássia Ribeiro
Paula, Adelzon Assis de
Lisboa, Cinthia Soares
Magno, Laio
Ichiara, Maria Yury
Barreto, Maurício Lima
dc.subject.other.en_US.fl_str_mv Precisão
Desduplicação
Revisão sistemática
Bibliotecas
Pesquisa epidemiológica
Metodologias de pesquisa em nutrição
topic Precisão
Desduplicação
Revisão sistemática
Bibliotecas
Pesquisa epidemiológica
Metodologias de pesquisa em nutrição
Accuracy
Deduplication
Systematic review
Libraries
Epidemiological research
Nutrition research methodologies
Nutrição de precisão
Revisão sistemática
Bibliotecas
Investigação Epidemiológica
dc.subject.en.en_US.fl_str_mv Accuracy
Deduplication
Systematic review
Libraries
Epidemiological research
Nutrition research methodologies
dc.subject.decs.en_US.fl_str_mv Nutrição de precisão
Revisão sistemática
Bibliotecas
Investigação Epidemiológica
description Universidade Federal da Bahia. Instituto de Saúde Coletiva. Salvador, BA, Brasil.
publishDate 2022
dc.date.issued.fl_str_mv 2022
dc.date.accessioned.fl_str_mv 2023-02-01T19:43:59Z
dc.date.available.fl_str_mv 2023-02-01T19:43:59Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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status_str publishedVersion
dc.identifier.citation.fl_str_mv GUIMARAES, Nathalia Sernizon et al. Deduplicating records in systematic reviews: there are free, accurate automated ways to do so. Journal of Clinical Epidemiology, v.152, p. 1-7, 2022.
dc.identifier.uri.fl_str_mv https://www.arca.fiocruz.br/handle/icict/56825
dc.identifier.issn.en_US.fl_str_mv 0895-4356
dc.identifier.doi.none.fl_str_mv 10.1016/j.jclinepi.2022.10.009
identifier_str_mv GUIMARAES, Nathalia Sernizon et al. Deduplicating records in systematic reviews: there are free, accurate automated ways to do so. Journal of Clinical Epidemiology, v.152, p. 1-7, 2022.
0895-4356
10.1016/j.jclinepi.2022.10.009
url https://www.arca.fiocruz.br/handle/icict/56825
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:Repositório Institucional da FIOCRUZ (ARCA)
instname:Fundação Oswaldo Cruz (FIOCRUZ)
instacron:FIOCRUZ
instname_str Fundação Oswaldo Cruz (FIOCRUZ)
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collection Repositório Institucional da FIOCRUZ (ARCA)
bitstream.url.fl_str_mv https://www.arca.fiocruz.br/bitstream/icict/56825/1/license.txt
https://www.arca.fiocruz.br/bitstream/icict/56825/2/Guimar%c3%a3es%2c%20N.S.%20Deduplicating%20records%20in%20systematic.....2022.pdf
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repository.name.fl_str_mv Repositório Institucional da FIOCRUZ (ARCA) - Fundação Oswaldo Cruz (FIOCRUZ)
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