Unveiling the impact and dual innovation of funded research

IF 3.4 2区 管理学 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Alex J. Yang
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引用次数: 0

Abstract

In the relentless pursuit of scientific advancement, comprehending the profound impact and innovation nature inherent in funded research projects assumes paramount significance. To illuminate this matter, I delve into the realm of research supported by the National Institutes of Health (NIH) and the National Science Foundation (NSF). The evaluative framework encompasses a spectrum of metrics, including citations by papers, patents, and Tweets, as markers of research impact. Moreover, I embrace ex-ante innovation (Novelty) and ex-post innovation (Disruption) as dual indispensable yardsticks for evaluating the innovative nature of research projects. Novelty denotes the manifestation of atypical combinations of existing knowledge, while Disruption signifies the extent of paradigm-shifting potential and the ability to exert a disruptive influence on future research endeavors. First, the analysis reveals that funded research projects manifest a conspicuously heightened impact in comparison to their non-funded counterparts. Second, I uncover a noteworthy finding: funded research demonstrates significantly higher levels of ex-ante innovation (Novelty). However, in a surprising twist, the impact of funding on ex-post innovation (Disruption) appears to be faint. Additionally, I undertake a meticulous scrutiny of the robustness of the research findings by scrutinizing patterns across years and fields. Despite the uneven distribution of NIH and NSF funded research and inconspicuous heterogeneity across fields, the patterns of the impact and dual innovation of funded research are consistent across almost all fields.

揭示资助研究的影响和双重创新
在对科学进步的不懈追求中,理解资助研究项目所固有的深刻影响和创新本质具有至关重要的意义。为了阐明这个问题,我深入研究了由美国国立卫生研究院(NIH)和美国国家科学基金会(NSF)支持的研究领域。评估框架包括一系列指标,包括论文、专利和推文的引用,作为研究影响的标志。此外,我认为事前创新(Novelty)和事后创新(Disruption)是评估研究项目创新性质不可或缺的双重标准。新颖性表示现有知识的非典型组合的表现,而颠覆性则表示范式转移潜力的程度以及对未来研究努力施加颠覆性影响的能力。首先,分析显示,与未获得资助的研究项目相比,获得资助的研究项目的影响明显增强。其次,我发现了一个值得注意的发现:受资助的研究表明,事前创新(新颖性)的水平明显更高。然而,令人惊讶的是,资金对事后创新(颠覆)的影响似乎很微弱。此外,我还对研究结果的稳健性进行了细致的审查,通过审查多年和领域的模式。尽管NIH和NSF资助研究的分布不均衡,且跨领域异质性不显著,但资助研究的影响和双重创新模式在几乎所有领域都是一致的。
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来源期刊
Journal of Informetrics
Journal of Informetrics Social Sciences-Library and Information Sciences
CiteScore
6.40
自引率
16.20%
发文量
95
期刊介绍: Journal of Informetrics (JOI) publishes rigorous high-quality research on quantitative aspects of information science. The main focus of the journal is on topics in bibliometrics, scientometrics, webometrics, patentometrics, altmetrics and research evaluation. Contributions studying informetric problems using methods from other quantitative fields, such as mathematics, statistics, computer science, economics and econometrics, and network science, are especially encouraged. JOI publishes both theoretical and empirical work. In general, case studies, for instance a bibliometric analysis focusing on a specific research field or a specific country, are not considered suitable for publication in JOI, unless they contain innovative methodological elements.
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