Extensive research has documented the immediate impacts of the COVID-19 pandemic on scientists, yet it remains unclear if and how such impacts have shifted over time. Here we compare results from two surveys of principal investigators, conducted between April 2020 and January 2021, along with analyses of large-scale publication data. We find that there has been a clear sign of recovery in some regards, as scientists' time spent on their work has almost returned to pre-pandemic levels. However, the latest data also reveals a new dimension in which the pandemic is affecting the scientific workforce: the rate of initiating new research projects. Except for the small fraction of scientists who directly engaged in COVID-related research, most scientists started significantly fewer new research projects in 2020. This decline is most pronounced amongst the same demographic groups of scientists who reported the largest initial disruptions: female scientists and those with young children. Yet in sharp contrast to the earlier phase of the pandemic, when there were large disparities across scientific fields, this loss of new projects appears remarkably homogeneous across fields. Analyses of large-scale publication data reveal a global decline in the rate of new collaborations, especially in non-COVID-related preprints, which is consistent with the reported decline in new projects. Overall, these findings highlight that, while the end of the pandemic may appear in sight in some countries, its large and unequal impact on the scientific workforce may be enduring, which may have broad implications for inequality and the long-term vitality of science.
翻译:广泛研究记录了COVID-19大流行对科学家的直接影响,然而,这种影响是否和如何随时间推移而转移,仍然不清楚。这里我们比较了2020年4月至2021年1月期间对主要调查人员进行的两次调查的结果,以及大规模出版数据的分析。我们发现,由于科学家花在他们工作上的时间几乎恢复到大面积前的水平,某些方面显然有恢复的迹象。然而,最新数据还显示,该流行病正在影响到科学工作者的新层面:发起新研究项目的速度。除了直接从事COVID相关研究的科学家中为数不多,大多数科学家在2020年开始执行新研究项目,但数量少得多。在报告初步中断程度最大的科学家群体中最为明显:女科学家和有幼儿的科学家。与该流行病早期阶段相比,在科学领域存在巨大差异的情况下,新项目的损失在各领域之间似乎非常相似。大规模出版数据的分析表明,全球合作速度下降,特别是在非COVID相关研究中,大多数科学家在2020年开始执行新的研究项目。这种下降现象最为明显,而其总体前景可能与所报道的这种不平等影响一致。