资助率与科研产出的动态交互效应

W. Tian, Ruonan Cai, Guangyao Zhang, Zhigang Hu
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引用次数: 0

摘要

基于2011-2020年近10年间171个SCI学科1300多万篇论文的PVAR (Panel Vector Autoregression)模型分析,研究了资助率与科研产出之间的动态交互效应,以及不同学科领域的异质性。研究结果表明,资助率的提高会导致科研产出的增加。具体而言,在工程领域,资助率对科研产出的促进作用最为显著。另一方面,科研产出对资助率的反向促进作用不显著。通过大规模数据分析,我们为备受关注的研究课题——资助率与研究产出之间的关系提供了更严谨、更实质性的证据,为管理部门更好地理解资助在研究过程中提供的研究效益提供了有用的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dynamic interaction effect of funding rate and research output
Based on an analysis using the PVAR (Panel Vector Autoregression) model of more than 13 million papers from 171 SCI disciplines in the past decade (2011-2020), we examined the dynamic interaction effects between funding rate and research output, as well as heterogeneity across different subject areas. The results indicate that an increasing funding rate can lead to an increase in research output. Specifically, in engineering, the funding rate has the most significant promotion effect on research output. On the other hand, the reverse promotion effect of research output on the funding rate is not significant. By providing more rigorous and substantive evidence on the highly regarded research topic of the relationship between funding rate and research output through large-scale data analysis, we offer useful insights for management departments to better understand the research benefits that funding provides in the research process.
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