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日本一家半导体公司明星研究人员职业生涯中的合作模式、生产力与研究影响力

Collaborative Patterns, Productivity, and Research Impact in the Careers of Star Researchers in a Japanese Semiconductor Company.

作者信息

Maeki Akira, Mejia Cristian, Kajikawa Yuya

机构信息

Research and Development Division, Hitachi America, Ltd., Santa Clara, CA, United States.

Department of Innovation Science, School of Environment and Society, Tokyo Institute of Technology, Tokyo, Japan.

出版信息

Front Res Metr Anal. 2020 Sep 29;5:575862. doi: 10.3389/frma.2020.575862. eCollection 2020.

Abstract

This study analyzes how characteristics in the careers of star researchers affect the outcomes of research and development (R&D), based on a case study in a Japanese semiconductor company. By analyzing the collaboration network of patent coinventors in the company, we observe that long-term exposition and collaboration with other high-achieving researchers play a significant role in determining a successful career, that is, in terms of productivity and impact. Also, a deeper exploration of the characteristics of a selected group of star researchers in a company's R&D division helped to identify that it takes 10-15 years to generate remarkable achievements in the form of filing patents that are widely cited at a later stage. This period is followed by low productivity, thereby revealing productivity peaks such as those observed in the artistic and scientific careers but at different times. Industry researchers tend to follow a more fixed pattern. Additionally, we analyzed the influence of having star researchers in coinventor teams. Our results suggest that staying aligned in one research direction, long-term exposure to a diverse group of researchers, and early mentorship helped the researchers in our study to attain their achievements.

摘要

本研究基于对一家日本半导体公司的案例分析,剖析明星研究人员职业生涯中的特质如何影响研发(R&D)成果。通过分析该公司专利共同发明人的合作网络,我们观察到,与其他优秀研究人员的长期接触和合作在决定成功的职业生涯方面发挥着重要作用,即从生产力和影响力方面来看。此外,对公司研发部门中一组选定的明星研究人员的特质进行更深入的探究后发现,需要10到15年才能以提交后期被广泛引用的专利的形式取得显著成就。在此期间之后是生产力低下,从而揭示出类似在艺术和科学职业生涯中观察到的生产力高峰,但时间不同。行业研究人员往往遵循更固定的模式。此外,我们分析了共同发明人团队中有明星研究人员的影响。我们的结果表明,在一个研究方向上保持一致、长期接触不同的研究人员群体以及早期的指导帮助我们研究中的研究人员取得了他们的成就。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ec27/8028408/5add204ec75c/frma-05-575862-g0001.jpg

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