Brazilian dentistry research productivity : state level socioeconomic, educational and structural factors

Detalhes bibliográficos
Autor(a) principal: Celeste, Roger Keller
Data de Publicação: 2020
Outros Autores: Muniz, Francisco Wilker Mustafa Gomes, Ardenghi, Thiago Machado, Collares, Fabrício Mezzomo, Rösing, Cassiano Kuchenbecker
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Brazilian journal of oral sciences (Online)
DOI: 10.20396/bjos.v19i0.8656977
Texto Completo: https://periodicos.sbu.unicamp.br/ojs/index.php/bjos/article/view/8656977
Resumo: Aim: To explore socioeconomic, educational and research factors associated with dental research productivity at the state level in Brazil. Methods: The authors used the Scopus database to identify dental articles published from 2006 to 2016 associated with Brazilian universities at the state level. Several social, economic, educational and research structure variables were obtained from the census and National Research Council to predict the rate of articles per 100 thousand inhabitants among the 27 Brazilian states. Rates were fitted in linear weighted least-squared regression with stepwise technique. Twenty-two variables were grouped in six blocks (social, economic, general education, dental education, research workforce and structure). Results: A total of 21189 articles were published, and the state of São Paulo accounted for 46%, followed by Rio Grande do Sul with 9.4%; four states did not publish any articles. There were an average (± standard deviation) of 2.6 (±1.98) published articles per 100 researchers and 13.4 (±9.6) articles per 100 thousand inhabitants. Research structure and workforce explained 92.4% and 87.2% of state variability, respectively, while the final model explained 94.5%. One extra PhD and one extra undergraduate researcher per 100 thousand inhabitants were associated with 11.3 more and 3.5 fewer articles, respectively, while every 10 points (range 0-100) on the Human Development Index (Education Component) was associated with 3.3 more articles. Conclusion: State scientific output has several associated factors, but research workforce and general education variables seem to be good predictors. Large disparities among state research outputs have been described and must be addressed by research and development policies.
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spelling Brazilian dentistry research productivity : state level socioeconomic, educational and structural factorsBibliometricsDentistryResearchScienceAim: To explore socioeconomic, educational and research factors associated with dental research productivity at the state level in Brazil. Methods: The authors used the Scopus database to identify dental articles published from 2006 to 2016 associated with Brazilian universities at the state level. Several social, economic, educational and research structure variables were obtained from the census and National Research Council to predict the rate of articles per 100 thousand inhabitants among the 27 Brazilian states. Rates were fitted in linear weighted least-squared regression with stepwise technique. Twenty-two variables were grouped in six blocks (social, economic, general education, dental education, research workforce and structure). Results: A total of 21189 articles were published, and the state of São Paulo accounted for 46%, followed by Rio Grande do Sul with 9.4%; four states did not publish any articles. There were an average (± standard deviation) of 2.6 (±1.98) published articles per 100 researchers and 13.4 (±9.6) articles per 100 thousand inhabitants. Research structure and workforce explained 92.4% and 87.2% of state variability, respectively, while the final model explained 94.5%. One extra PhD and one extra undergraduate researcher per 100 thousand inhabitants were associated with 11.3 more and 3.5 fewer articles, respectively, while every 10 points (range 0-100) on the Human Development Index (Education Component) was associated with 3.3 more articles. Conclusion: State scientific output has several associated factors, but research workforce and general education variables seem to be good predictors. Large disparities among state research outputs have been described and must be addressed by research and development policies.Universidade Estadual de Campinas2020-01-28info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/otherapplication/pdfhttps://periodicos.sbu.unicamp.br/ojs/index.php/bjos/article/view/865697710.20396/bjos.v19i0.8656977Brazilian Journal of Oral Sciences; v. 19 (2020): Continuous Publication; e206977Brazilian Journal of Oral Sciences; Vol. 19 (2020): Continuous Publication; e2069771677-3225reponame:Brazilian journal of oral sciences (Online)instname:Universidade Estadual de Campinas (UNICAMP)instacron:UNICAMPenghttps://periodicos.sbu.unicamp.br/ojs/index.php/bjos/article/view/8656977/22162Brazil; ContemporanyCeleste, Roger Keller Muniz, Francisco Wilker Mustafa Gomes Ardenghi, Thiago MachadoCollares, Fabrício Mezzomo Rösing, Cassiano Kuchenbecker info:eu-repo/semantics/openAccess2021-02-08T13:06:05Zoai:ojs.periodicos.sbu.unicamp.br:article/8656977Revistahttps://periodicos.sbu.unicamp.br/ojs/index.php/bjos/PUBhttps://periodicos.sbu.unicamp.br/ojs/index.php/bjos/oaibrjorals@fop.unicamp.br||brjorals@fop.unicamp.br1677-32251677-3217opendoar:2021-02-08T13:06:05Brazilian journal of oral sciences (Online) - Universidade Estadual de Campinas (UNICAMP)false
dc.title.none.fl_str_mv Brazilian dentistry research productivity : state level socioeconomic, educational and structural factors
title Brazilian dentistry research productivity : state level socioeconomic, educational and structural factors
spellingShingle Brazilian dentistry research productivity : state level socioeconomic, educational and structural factors
Brazilian dentistry research productivity : state level socioeconomic, educational and structural factors
Celeste, Roger Keller
Bibliometrics
Dentistry
Research
Science
Celeste, Roger Keller
Bibliometrics
Dentistry
Research
Science
title_short Brazilian dentistry research productivity : state level socioeconomic, educational and structural factors
title_full Brazilian dentistry research productivity : state level socioeconomic, educational and structural factors
title_fullStr Brazilian dentistry research productivity : state level socioeconomic, educational and structural factors
Brazilian dentistry research productivity : state level socioeconomic, educational and structural factors
title_full_unstemmed Brazilian dentistry research productivity : state level socioeconomic, educational and structural factors
Brazilian dentistry research productivity : state level socioeconomic, educational and structural factors
title_sort Brazilian dentistry research productivity : state level socioeconomic, educational and structural factors
author Celeste, Roger Keller
author_facet Celeste, Roger Keller
Celeste, Roger Keller
Muniz, Francisco Wilker Mustafa Gomes
Ardenghi, Thiago Machado
Collares, Fabrício Mezzomo
Rösing, Cassiano Kuchenbecker
Muniz, Francisco Wilker Mustafa Gomes
Ardenghi, Thiago Machado
Collares, Fabrício Mezzomo
Rösing, Cassiano Kuchenbecker
author_role author
author2 Muniz, Francisco Wilker Mustafa Gomes
Ardenghi, Thiago Machado
Collares, Fabrício Mezzomo
Rösing, Cassiano Kuchenbecker
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Celeste, Roger Keller
Muniz, Francisco Wilker Mustafa Gomes
Ardenghi, Thiago Machado
Collares, Fabrício Mezzomo
Rösing, Cassiano Kuchenbecker
dc.subject.por.fl_str_mv Bibliometrics
Dentistry
Research
Science
topic Bibliometrics
Dentistry
Research
Science
description Aim: To explore socioeconomic, educational and research factors associated with dental research productivity at the state level in Brazil. Methods: The authors used the Scopus database to identify dental articles published from 2006 to 2016 associated with Brazilian universities at the state level. Several social, economic, educational and research structure variables were obtained from the census and National Research Council to predict the rate of articles per 100 thousand inhabitants among the 27 Brazilian states. Rates were fitted in linear weighted least-squared regression with stepwise technique. Twenty-two variables were grouped in six blocks (social, economic, general education, dental education, research workforce and structure). Results: A total of 21189 articles were published, and the state of São Paulo accounted for 46%, followed by Rio Grande do Sul with 9.4%; four states did not publish any articles. There were an average (± standard deviation) of 2.6 (±1.98) published articles per 100 researchers and 13.4 (±9.6) articles per 100 thousand inhabitants. Research structure and workforce explained 92.4% and 87.2% of state variability, respectively, while the final model explained 94.5%. One extra PhD and one extra undergraduate researcher per 100 thousand inhabitants were associated with 11.3 more and 3.5 fewer articles, respectively, while every 10 points (range 0-100) on the Human Development Index (Education Component) was associated with 3.3 more articles. Conclusion: State scientific output has several associated factors, but research workforce and general education variables seem to be good predictors. Large disparities among state research outputs have been described and must be addressed by research and development policies.
publishDate 2020
dc.date.none.fl_str_mv 2020-01-28
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/other
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://periodicos.sbu.unicamp.br/ojs/index.php/bjos/article/view/8656977
10.20396/bjos.v19i0.8656977
url https://periodicos.sbu.unicamp.br/ojs/index.php/bjos/article/view/8656977
identifier_str_mv 10.20396/bjos.v19i0.8656977
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://periodicos.sbu.unicamp.br/ojs/index.php/bjos/article/view/8656977/22162
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.coverage.none.fl_str_mv Brazil; Contemporany
dc.publisher.none.fl_str_mv Universidade Estadual de Campinas
publisher.none.fl_str_mv Universidade Estadual de Campinas
dc.source.none.fl_str_mv Brazilian Journal of Oral Sciences; v. 19 (2020): Continuous Publication; e206977
Brazilian Journal of Oral Sciences; Vol. 19 (2020): Continuous Publication; e206977
1677-3225
reponame:Brazilian journal of oral sciences (Online)
instname:Universidade Estadual de Campinas (UNICAMP)
instacron:UNICAMP
instname_str Universidade Estadual de Campinas (UNICAMP)
instacron_str UNICAMP
institution UNICAMP
reponame_str Brazilian journal of oral sciences (Online)
collection Brazilian journal of oral sciences (Online)
repository.name.fl_str_mv Brazilian journal of oral sciences (Online) - Universidade Estadual de Campinas (UNICAMP)
repository.mail.fl_str_mv brjorals@fop.unicamp.br||brjorals@fop.unicamp.br
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dc.identifier.doi.none.fl_str_mv 10.20396/bjos.v19i0.8656977