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The Gender Productivity Gap in Croatian Science: Women Are Catching up with Males and Becoming Even Better
How much different genders contribute to citations and whether we see different gender patterns between STEM and non-STEM researchers are questions that have long been studied in academia. Here we analyze the research output in terms of citations collected from the Web of Science of males and female...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7711453/ https://www.ncbi.nlm.nih.gov/pubmed/33286985 http://dx.doi.org/10.3390/e22111217 |
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author | Wild, Dorian Jurcic, Margareta Podobnik, Boris |
author_facet | Wild, Dorian Jurcic, Margareta Podobnik, Boris |
author_sort | Wild, Dorian |
collection | PubMed |
description | How much different genders contribute to citations and whether we see different gender patterns between STEM and non-STEM researchers are questions that have long been studied in academia. Here we analyze the research output in terms of citations collected from the Web of Science of males and females from the largest Croatian university, University of Zagreb. Applying the Mann–Whitney statistical test, for most faculties, we demonstrate no gender difference in research output except for seven faculties, where males are significantly better than females on six faculties. We find that female STEM full professors are significantly more cited than male colleagues, while male non-STEM assistant professors are significantly more cited than their female colleagues. There are ten faculties where females have the larger average citations than their male colleagues and eleven faculties where the most cited researcher is woman. For the most cited researchers, our Zipf plot analyses demonstrate that both genders follow power laws, where the exponent calculated for male researchers is moderately larger than the exponent for females. The exponent for STEM citations is slightly larger than the exponent obtained for non-STEM citations, implying that compared to non-STEM, STEM research output leads to fatter tails and so larger citations inequality than non-STEM. |
format | Online Article Text |
id | pubmed-7711453 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-77114532021-02-24 The Gender Productivity Gap in Croatian Science: Women Are Catching up with Males and Becoming Even Better Wild, Dorian Jurcic, Margareta Podobnik, Boris Entropy (Basel) Article How much different genders contribute to citations and whether we see different gender patterns between STEM and non-STEM researchers are questions that have long been studied in academia. Here we analyze the research output in terms of citations collected from the Web of Science of males and females from the largest Croatian university, University of Zagreb. Applying the Mann–Whitney statistical test, for most faculties, we demonstrate no gender difference in research output except for seven faculties, where males are significantly better than females on six faculties. We find that female STEM full professors are significantly more cited than male colleagues, while male non-STEM assistant professors are significantly more cited than their female colleagues. There are ten faculties where females have the larger average citations than their male colleagues and eleven faculties where the most cited researcher is woman. For the most cited researchers, our Zipf plot analyses demonstrate that both genders follow power laws, where the exponent calculated for male researchers is moderately larger than the exponent for females. The exponent for STEM citations is slightly larger than the exponent obtained for non-STEM citations, implying that compared to non-STEM, STEM research output leads to fatter tails and so larger citations inequality than non-STEM. MDPI 2020-10-26 /pmc/articles/PMC7711453/ /pubmed/33286985 http://dx.doi.org/10.3390/e22111217 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wild, Dorian Jurcic, Margareta Podobnik, Boris The Gender Productivity Gap in Croatian Science: Women Are Catching up with Males and Becoming Even Better |
title | The Gender Productivity Gap in Croatian Science: Women Are Catching up with Males and Becoming Even Better |
title_full | The Gender Productivity Gap in Croatian Science: Women Are Catching up with Males and Becoming Even Better |
title_fullStr | The Gender Productivity Gap in Croatian Science: Women Are Catching up with Males and Becoming Even Better |
title_full_unstemmed | The Gender Productivity Gap in Croatian Science: Women Are Catching up with Males and Becoming Even Better |
title_short | The Gender Productivity Gap in Croatian Science: Women Are Catching up with Males and Becoming Even Better |
title_sort | gender productivity gap in croatian science: women are catching up with males and becoming even better |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7711453/ https://www.ncbi.nlm.nih.gov/pubmed/33286985 http://dx.doi.org/10.3390/e22111217 |
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