涉及增长函数的企业规模分布调查

IF 2.8 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Physica A: Statistical Mechanics and its Applications Pub Date : 2024-11-12 DOI:10.1016/j.physa.2024.130213
Xia Zhou , Chong Lai , Kexin Luo
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引用次数: 0

摘要

根据前景理论的思想,一类增长函数被用来描述企业规模的确定性变化,它描绘了企业为实现理想规模所做的非对称努力。考虑到不同企业规模应对不确定性能力的差异,构建了企业规模演化的波尔兹曼方程。利用合适的缩放极限,可以得到福克-普朗克方程,并推导出其明确的稳态解。我们的结果表明,增长函数中参数的不同选择会导致企业规模的不同统计规律,如阿莫罗索分布、对数正态分布和齐普夫定律。在某些条件下,企业规模分布的不平等性会随着企业规模的扩大而减小。我们将通过数值分析来说明我们的结果。
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An investigation of firm size distributions involving the growth functions
Following the ideas of prospect theory, a class of growth functions is used to characterize deterministic variations of firm size, which portrays the asymmetric efforts of the firm to achieve the desired size. Considering the differences in the ability of different firm size to cope with uncertainties, the Boltzmann equation for the evolution of firm size is constructed. Utilizing a suitable scaling limit, the Fokker–Planck equation is acquired and its explicit steady-state solution is derived. Our results illustrate that different choices of parameters in the growth function lead to various statistical laws for firm size, such as the Amoroso distribution, the lognormal distribution and Zipf’s law. Under certain conditions, inequality for the distribution of firm size decreases as firm size increases. The numerical analyses are presented to illustrate our results.
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来源期刊
CiteScore
7.20
自引率
9.10%
发文量
852
审稿时长
6.6 months
期刊介绍: Physica A: Statistical Mechanics and its Applications Recognized by the European Physical Society Physica A publishes research in the field of statistical mechanics and its applications. Statistical mechanics sets out to explain the behaviour of macroscopic systems by studying the statistical properties of their microscopic constituents. Applications of the techniques of statistical mechanics are widespread, and include: applications to physical systems such as solids, liquids and gases; applications to chemical and biological systems (colloids, interfaces, complex fluids, polymers and biopolymers, cell physics); and other interdisciplinary applications to for instance biological, economical and sociological systems.
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