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颠覆性科学发现,越来越难诞生了?
Hu Xiu· 2025-05-28 00:45
Core Viewpoint - The research by Russell Funk and collaborators indicates a decline in the "disruptive" nature of scientific papers and patents over time, suggesting that fewer new research outcomes are able to replace existing studies [1][4][5]. Research Findings - The study published in Nature in 2023 has garnered significant media attention and has been discussed in various scientific and political forums, including a congressional hearing in the U.S. [1][4]. - The research highlights a growing concern among science policy experts regarding the difficulty of achieving major breakthroughs, which may contribute to slower economic growth [4][5]. - Funk's team utilized a metric developed in 2016 to measure disruption by analyzing citation patterns, concluding that while the number of disruptive papers remained stable from 1945 to 2010, the total number of academic papers surged, leading to a decrease in average disruptiveness [6][9]. Measurement of Disruption - The "consolidation-disruption" (CD) index was introduced to quantify the disruptiveness of papers, where a higher score indicates greater disruption [10]. - Critics have raised concerns about the methodology used to measure disruptiveness, indicating a lack of consensus in the academic community on how to define and quantify a paper's disruptiveness or novelty [5][11]. Global Concerns - The issue of declining returns on research investment is being discussed globally, with various stakeholders expressing worries about the implications for scientific progress and innovation [5][18]. - The research indicates that the barriers to innovation are increasing, with evidence showing that the productivity of research and development (R&D) has been declining across multiple fields [18][19]. Factors Influencing Innovation - Several factors are contributing to the challenges in achieving disruptive innovations, including increased administrative burdens on researchers, a focus on incremental rather than radical advancements, and the high costs associated with modern research infrastructure [22][24][25]. - The pressure to publish frequently may lead researchers to dilute the impact of their findings, resulting in a decrease in the overall disruptiveness of their work [23][27]. Potential Solutions - Various initiatives are being proposed to address the challenges in scientific innovation, including establishing milestone rewards for significant technological advancements and streamlining funding processes to allow for more agile responses to emerging research needs [29][30]. - There is a growing emphasis on the importance of small, diverse research teams and face-to-face collaboration to enhance the potential for disruptive outcomes [31][32]. Political Implications - The findings of Funk's research have sparked political debates regarding the allocation of research funding, with concerns that perceived declines in scientific productivity could lead to reduced investment in research [33][34].