With teams growing in all areas of scientific and scholarly research, we explore the relationship between team structure and the character of knowledge they produce. Drawing on 89,575 self-reports of team member research activity underlying scientific publications, we show how individual activities cohere into broad roles of (1) leadership through the direction and presentation of research and (2) support through data collection, analysis and discussion. The hidden hierarchy of a scientific team is characterized by its lead (or L)-ratio of members playing leadership roles to total team size. The L-ratio is validated through correlation with imputed contributions to the specific paper and to science as a whole, which we use to effectively extrapolate the L-ratio for 16,397,750 papers where roles are not explicit. We find that relative to flat, egalitarian teams, tall, hierarchical teams produce less novelty and more often develop existing ideas; increase productivity for those on top and decrease it for those beneath; increase short-term citations but decrease long-term influence. These effects hold within-person -- the same person on the same-sized team produces science much more likely to disruptively innovate if they work on a flat, high L-ratio team. These results suggest the critical role flat teams play for sustainable scientific advance and the training and advancement of scientists.
翻译:随着团队在科学和学术研究各个领域的发展,我们探索团队结构与团队结构所产生知识性质之间的关系。根据89,575份团队成员研究活动在科学出版物中所依据的89,575份自我报告,我们展示了个体活动如何与以下广泛作用相结合:(1)通过指导和介绍研究,以及(2)通过数据收集、分析和讨论提供支持,领导和(2)支持;科学团队的隐性层次特征是其领导者(或L)拉皮奥领导者在团队总体规模方面发挥领导作用。L-拉皮奥通过与对具体论文和整个科学的估算贡献的相关性得到验证,我们利用这些贡献有效地将L-ratio推算出16,397,750份文件,其中的角色不明确。我们发现,相对于平板、平等团队、高层次团队和高层次团队而言,产生较少的新颖之处,而且更经常发展现有想法;提高上层团队的生产力,并减少其下层的生产力;增加短期引用,但减少长期影响。这些影响是人内部影响 -- -- 同一团队中的同一人 -- -- 如果在平板、高层次的科学家队伍中工作,则更有可能产生破坏性创新。