Analysis of scientific productivity using maximum entropy principle and fluctuation-dissipation theorem

被引:11
作者
Fronczak, Piotr
Fronczak, Agata
Holyst, Janusz A.
机构
[1] Warsaw Univ Technol, Fac Phys, PL-00662 Warsaw, Poland
[2] Warsaw Univ Technol, Ctr Excellence Complex Syst Res, PL-00662 Warsaw, Poland
来源
PHYSICAL REVIEW E | 2007年 / 75卷 / 02期
关键词
D O I
10.1103/PhysRevE.75.026103
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
Using data retrieved from the INSPEC database we have quantitatively discussed a few syndromes of the publish-or-perish phenomenon, including the continuous growth of the rate of scientific productivity, and the continuously decreasing percentage of those scientists who stay in science for a long time. Making use of the maximum entropy principle and fluctuation-dissipation theorem, we have shown that the observed fat-tailed distributions of the total number of papers x authored by scientists may result from the density-of-states function g(x;tau) underlying the scientific community. Although different generations of scientists are characterized by different productivity patterns, the function g(x;tau) is inherent to researchers of a given seniority tau, whereas the publish-or-perish phenomenon is caused only by an external field theta influencing researchers.
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页数:9
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