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Firms' decisions to patent innovations involve a complex evaluation of costs, benefits, and strategic considerations. This article explores the economic and practical factors that influence whether companies seek patent protection. It…

综合经济学 · 经济学 2025-04-17 Gaetan de Rassenfosse

We address the issue of the distribution of firm size. To this end we propose a model of firms in a closed, conserved economy populated with zero-intelligence agents who continuously move from one firm to another. We then analyze the size…

综合金融 · 定量金融 2011-12-12 Anindya S. Chakrabarti

Social employment, which is mostly carried by firms of different types, determines the prosperity and stability of a country. As time passing, the fluctuations of firm employment can reflect the process of creating or destroying jobs.…

计量经济学 · 经济学 2022-08-30 Boyang You , Kerry Papps

Is the large influence that mutual funds assert on the U.S. financial system spread across many funds, or is it is concentrated in only a few? We argue that the dominant economic factor that determines this is market efficiency, which…

统计金融 · 定量金融 2013-05-29 Yonathan Schwarzkopf , J. Doyne Farmer

The professional services industry (legal, accounting, consulting, architectural services{\ldots}) employs an important share of the active population in mature countries. However, after decades of undisputed growth, the sector appears to…

综合金融 · 定量金融 2021-05-07 Edouard Ribes

Zipf's law states that the number of firms with size greater than S is inversely proportional to S. Most explanations start with Gibrat's rule of proportional growth but require additional constraints. We show that Gibrat's rule, at all…

物理与社会 · 物理学 2014-08-26 Y. Malevergne , A. Saichev , D. Sornette

Firm growth process in the developing economies is known to produce divergence in their growth path giving rise to bimodality in the size distribution. Similar bimodality has been observed in wealth distribution as well. Here, we introduce…

综合金融 · 定量金融 2015-06-15 Anindya S. Chakrabarti

In the preceding paper we presented empirical results describing the growth of publicly-traded United States manufacturing firms within the years 1974--1993. Our results suggest that the data can be described by a scaling approach. Here, we…

We determine the distribution of size and growthrates of German business firms in 1987-1997. We find a log-normal size distribution. The distribution of growth rates has fat tails. It can be fitted to an exponential in a narrow central…

统计力学 · 物理学 2008-12-02 Johannes Voit

By employing exhaustive lists of large firms in European countries, we show that the upper-tail of the distribution of firm size can be fitted with a power-law (Pareto-Zipf law), and that in this region the growth rate of each firm is…

统计力学 · 物理学 2009-11-10 Yoshi Fujiwara , Corrado Di Guilmi , Hideaki Aoyama , Mauro Gallegati , Wataru Souma

Firms compete for clients, creating distributions of market shares ranging from domination by a few giant companies to markets in which there are many small firms. These market structures evolve in time, and may remain stable for many years…

物理与社会 · 物理学 2024-01-09 Joseph Hickey

The growth of business firms is an example of a system of complex interacting units that resembles complex interacting systems in nature such as earthquakes. Remarkably, work in econophysics has provided evidence that the statistical…

统计金融 · 定量金融 2019-01-30 Nathan C. Frey , Sakib Matin , H. Eugene Stanley , Michael Salinger

Both theoretical and applied economics have a great deal to say about many aspects of the firm, but the literature on the extinctions, or demises, of firms is very sparse. We use a publicly available data base covering some 6 million firms…

统计力学 · 物理学 2009-11-07 William Cook , Paul Ormerod

Detailed empirical studies of publicly traded business firms have established that the standard deviation of annual sales growth rates decreases with increasing firm sales as a power law, and that the sales growth distribution is…

物理与社会 · 物理学 2008-12-02 A. O. Schweiger , S. V. Buldyrev , H. E. Stanley

We introduce a new statistical test of the hypothesis that a balanced panel of firms have the same growth rate distribution or, more generally, that they share the same functional form of growth rate distribution. We applied the test to…

数据分析、统计与概率 · 物理学 2015-03-19 Josè T. Lunardi , Salvatore Miccichè , Fabrizio Lillo , Rosario N. Mantegna , Mauro Gallegati

This study presents a method to predict the growth fluctuation of firms interdependent in a network economy. The risk of downward growth fluctuation of firms is calculated from the statistics on Japanese industry.

人工智能 · 计算机科学 2011-06-10 Yoshiharu Maeno

In this paper we address the question of the size distribution of firms. To this aim, we use the Bloomberg database comprising multinational firms within the years 1995-2003, and analyze the data of the sales and the total assets of the…

物理与社会 · 物理学 2013-09-11 Taisei Kaizoji , Hiroshi Iyetomi , Yuichi Ikeda

This study explores the relationship between R&D intensity, as a measure of innovation, and financial performance among S&P 500 companies over 100 quarters from 1998 to 2023, including multiple crisis periods. It challenges the conventional…

综合经济学 · 经济学 2024-03-20 Panteleimon Kruglov , Charles Shaw

Diversified economies are critical for cities to sustain their growth and development, but they are also costly because diversification often requires expanding a city's capability base. We analyze how cities manage this trade-off by…

物理与社会 · 物理学 2025-01-20 Simone Daniotti , Matte Hartog , Frank Neffke

When decisions about developing standards are left to individual firms, there are many advantages including a flexible response to market evolution, accommodation to rapid technology change, and avoidance of costly coordination. However,…

计算机与社会 · 计算机科学 2007-05-23 Zixiang Alex Tan