Literature DB >> 33558230

Global citation inequality is on the rise.

Mathias Wullum Nielsen1, Jens Peter Andersen2.   

Abstract

Citations are important building blocks for status and success in science. We used a linked dataset of more than 4 million authors and 26 million scientific papers to quantify trends in cumulative citation inequality and concentration at the author level. Our analysis, which spans 15 y and 118 scientific disciplines, suggests that a small stratum of elite scientists accrues increasing citation shares and that citation inequality is on the rise across the natural sciences, medical sciences, and agricultural sciences. The rise in citation concentration has coincided with a general inclination toward more collaboration. While increasing collaboration and full-count publication rates go hand in hand for the top 1% most cited, ordinary scientists are engaging in more and larger collaborations over time, but publishing slightly less. Moreover, fractionalized publication rates are generally on the decline, but the top 1% most cited have seen larger increases in coauthored papers and smaller relative decreases in fractional-count publication rates than scientists in the lower percentiles of the citation distribution. Taken together, these trends have enabled the top 1% to extend its share of fractional- and full-count publications and citations. Further analysis shows that top-cited scientists increasingly reside in high-ranking universities in western Europe and Australasia, while the United States has seen a slight decline in elite concentration. Our findings align with recent evidence suggesting intensified international competition and widening author-level disparities in science.

Keywords:  citations; inequality; science; scientific elites; sociology of science

Year:  2021        PMID: 33558230      PMCID: PMC7896328          DOI: 10.1073/pnas.2012208118

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  18 in total

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2.  Scientific collaboration results in higher citation rates of published articles.

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3.  Sociology of science. "Undemocracy": inequalities in science.

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4.  Scientific prize network predicts who pushes the boundaries of science.

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Journal:  Proc Natl Acad Sci U S A       Date:  2018-12-11       Impact factor: 11.205

5.  Changing demographics of scientific careers: The rise of the temporary workforce.

Authors:  Staša Milojević; Filippo Radicchi; John P Walsh
Journal:  Proc Natl Acad Sci U S A       Date:  2018-12-11       Impact factor: 11.205

6.  Reputation and impact in academic careers.

Authors:  Alexander Michael Petersen; Santo Fortunato; Raj K Pan; Kimmo Kaski; Orion Penner; Armando Rungi; Massimo Riccaboni; H Eugene Stanley; Fabio Pammolli
Journal:  Proc Natl Acad Sci U S A       Date:  2014-10-06       Impact factor: 11.205

7.  The Matthew effect in science. The reward and communication systems of science are considered.

Authors:  R K Merton
Journal:  Science       Date:  1968-01-05       Impact factor: 47.728

8.  Shorter distances between papers over time are due to more cross-field references and increased citation rate to higher-impact papers.

Authors:  Attila Varga
Journal:  Proc Natl Acad Sci U S A       Date:  2019-10-14       Impact factor: 11.205

9.  Does Science Advance One Funeral at a Time?

Authors:  Pierre Azoulay; Christian Fons-Rosen; Joshua S Graff Zivin
Journal:  Am Econ Rev       Date:  2019-08

10.  A standardized citation metrics author database annotated for scientific field.

Authors:  John P A Ioannidis; Jeroen Baas; Richard Klavans; Kevin W Boyack
Journal:  PLoS Biol       Date:  2019-08-12       Impact factor: 8.029

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  9 in total

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Journal:  Nature       Date:  2021-03       Impact factor: 49.962

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Journal:  Proc Natl Acad Sci U S A       Date:  2022-04-18       Impact factor: 12.779

3.  The Colombian scientific elite-Science mapping and a comparison with Nobel Prize laureates using a composite citation indicator.

Authors:  Julián D Cortés; Daniel A Andrade
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5.  Geographies of the global co-editor network in oncology.

Authors:  György Csomós; Balázs Lengyel
Journal:  PLoS One       Date:  2022-03-17       Impact factor: 3.240

6.  Author-level data confirm the widening gender gap in publishing rates during COVID-19.

Authors:  Emil Bargmann Madsen; Mathias Wullum Nielsen; Josefine Bjørnholm; Reshma Jagsi; Jens Peter Andersen
Journal:  Elife       Date:  2022-03-16       Impact factor: 8.140

7.  'Paperdemic' during the COVID-19 pandemic.

Authors:  Yang Yang; Na Zhao; Ting Ma; Ze Yuan; Cheng Deng
Journal:  Eur J Intern Med       Date:  2022-10-03       Impact factor: 7.749

8.  Promoting inclusive metrics of success and impact to dismantle a discriminatory reward system in science.

Authors:  Sarah W Davies; Hollie M Putnam; Tracy Ainsworth; Julia K Baum; Colleen B Bove; Sarah C Crosby; Isabelle M Côté; Anne Duplouy; Robinson W Fulweiler; Alyssa J Griffin; Torrance C Hanley; Tessa Hill; Adriana Humanes; Sangeeta Mangubhai; Anna Metaxas; Laura M Parker; Hanny E Rivera; Nyssa J Silbiger; Nicola S Smith; Ana K Spalding; Nikki Traylor-Knowles; Brooke L Weigel; Rachel M Wright; Amanda E Bates
Journal:  PLoS Biol       Date:  2021-06-15       Impact factor: 8.029

9.  Slowed canonical progress in large fields of science.

Authors:  Johan S G Chu; James A Evans
Journal:  Proc Natl Acad Sci U S A       Date:  2021-10-12       Impact factor: 11.205

  9 in total

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