We studied gender differences among Polish top performers (the upper 10% of scientists in terms of research productivity) in international research collaborations in 15 STEMM disciplines and over time. We examined five 6-year periods from 1992 to 2021. We operationalized international research collaboration by using international publication co-authorships in Scopus and used a sample of 152,043 unique Polish authors and their 587,558 articles published in 1992-2021. Our data show that a gender gap in international collaboration by top performers (and among the whole population of scientists) steadily widened: the gap was smallest in the early 1990s and grew over the next 30 years. Among top performers, internationalization intensity in four of the disciplines (AGRI, BIO, ENVI, and MED) was higher for men than for women. To capture the multidimensional nature of international research collaboration, we estimated a fractional logistic regression model with fixed effects that confirmed a persisting moderate but statistically significant international collaboration gender gap among top performers. We found an approximately 11% higher probability of international collaboration by men top performers compared with women top performers. Reflections on bibliometric-driven studies are offered.
翻译:本研究考察了波兰顶尖科研人员(研究产出排名前10%的科学家)在15个STEMM学科领域及不同时期参与国际研究合作的性别差异。我们分析了1992年至2021年间五个六年周期的情况。通过Scopus数据库中的国际合著论文来量化国际科研合作,样本包含152,043位波兰学者及其在1992-2021年间发表的587,558篇论文。数据显示顶尖科研人员(及全体科研人员)的国际合作性别差距持续扩大:该差距在1990年代初期最小,随后三十年不断增长。在顶尖科研人员中,四个学科领域(AGRI、BIO、ENVI和MED)男性的国际化强度高于女性。为捕捉国际科研合作的多维特性,我们采用固定效应分数逻辑回归模型进行估计,证实顶尖科研人员中存在持续且具有统计显著性的中等程度国际合作性别差距。研究发现男性顶尖科研人员参与国际合作的概率比女性同行高出约11%。本文最后对文献计量驱动型研究进行了反思。