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: | Repositório Institucional da UFRGS |
Texto Completo: | http://hdl.handle.net/10183/220544 |
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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Celeste, Roger KellerMuniz, Francisco Wilker Mustafa GomesArdenghi, Thiago MachadoCollares, Fabrício MezzomoRösing, Cassiano Kuchenbecker2021-05-05T04:28:08Z20201677-3217http://hdl.handle.net/10183/220544001124953Aim: 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.application/pdfengBrazilian journal of oral sciences. Piracicaba. Vol. 19 (2020), p. 1-12, e206977Pesquisa em OdontologiaBibliometriaDental ResearchBibliometricsBrazilian dentistry research productivity : state level socioeconomic, educational and structural factorsinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/otherinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFRGSinstname:Universidade Federal do Rio Grande do Sul (UFRGS)instacron:UFRGSTEXT001124953.pdf.txt001124953.pdf.txtExtracted Texttext/plain32130http://www.lume.ufrgs.br/bitstream/10183/220544/2/001124953.pdf.txt8100d4c425f99a326f05af695edb97ceMD52ORIGINAL001124953.pdfTexto completo (inglês)application/pdf176873http://www.lume.ufrgs.br/bitstream/10183/220544/1/001124953.pdff9989ca5ee2dbb34a9d40ba1f2e49700MD5110183/2205442021-05-07 04:48:10.364448oai:www.lume.ufrgs.br:10183/220544Repositório de PublicaçõesPUBhttps://lume.ufrgs.br/oai/requestopendoar:2021-05-07T07:48:10Repositório Institucional da UFRGS - Universidade Federal do Rio Grande do Sul (UFRGS)false |
dc.title.pt_BR.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 Celeste, Roger Keller Pesquisa em Odontologia Bibliometria Dental Research Bibliometrics |
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 |
title_full_unstemmed |
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 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 |
Pesquisa em Odontologia Bibliometria |
topic |
Pesquisa em Odontologia Bibliometria Dental Research Bibliometrics |
dc.subject.eng.fl_str_mv |
Dental Research Bibliometrics |
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 |
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2020 |
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2021-05-05T04:28:08Z |
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Brazilian journal of oral sciences. Piracicaba. Vol. 19 (2020), p. 1-12, e206977 |
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