论文标题

团队的专业知识多样性预测了原创性和对科学技术的长期影响

Expertise diversity of teams predicts originality and long-term impact in science and technology

论文作者

Li, Weihua, Zheng, Hongwei

论文摘要

尽管团队在生产创新和高影响力的科学和技术方面的重要性越来越重要,但尚不清楚团队成员之间的专业知识多样性如何与他们生产的作品的独创性和影响相关。在这里,我们开发了一种新方法来根据研究人员的先前职业历史来量化专业知识的距离,并将其应用于2300万个科学出版物和400万项专利。我们发现,在科学和技术中,专业知识多样性团队倾向于创作更具创意的作品。在短期(2年)或中期(5年)中,具有更多样化的专业知识的团队没有显着的影响优势。取而代之的是,它们表现出更高的长期影响(10年),越来越吸引更大的跨学科影响。当团队多样性的其他维度丢失时,团队成员之间的专业知识多样性的溢价变得特别明显,因为同一机构或国家 /地区的团队似乎不成比例地获得了专业知识多样性的好处。尽管性别多样性团队的平均影响相对较高,但性别多样性水平各不相同的团队似乎都从增加的专业知识多样性中受益。鉴于对个人研究人员的知识需求不断增长,对原始研究的激励措施以及短期和长期影响之间的权衡,这些结果可能对具有原创性和持久影响的资金,组装和保留团队产生影响。

Despite the growing importance of teams in producing innovative and high-impact science and technology, it remains unclear how expertise diversity among team members relates to the originality and impact of the work they produce. Here, we develop a new method to quantify the expertise distance of researchers based on their prior career histories and apply it to 23 million scientific publications and 4 million patents. We find that across science and technology, expertise-diverse teams tend to produce work with greater originality. Teams with more diverse expertise have no significant impact advantage in the short- (2 years) or mid-term (5 years). Instead, they exhibit substantially higher long-term impact (10 years), increasingly attracting larger cross-disciplinary influence. This impact premium of expertise diversity among team members becomes especially pronounced when other dimensions of team diversity are missing, as teams within the same institution or country appear to disproportionately reap the benefits of expertise diversity. While gender-diverse teams have relatively higher impact on average, teams with varied levels of gender diversity all seem to benefit from increased expertise diversity. Given the growing knowledge demands on individual researchers, implementation of incentives for original research, and the tradeoffs between short-term and long-term impacts, these results may have implications for funding, assembling, and retaining teams with originality and long-lasting impacts.

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