Brazilian dentistry research productivity : state level socioeconomic, educational and structural factors
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , , , |
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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UNICAMP-8 |
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Brazilian journal of oral sciences (Online) |
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 |
_version_ |
1822179083337859072 |
dc.identifier.doi.none.fl_str_mv |
10.20396/bjos.v19i0.8656977 |