CROSS-DISCIPLINARY PHYSICS AND RELATED AREAS OF SCIENCE AND TECHNOLOGY |
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Size Dependency of Income Distribution and Its Implications |
ZHANG Jiang**, WANG You-Gui
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Department of Systems Science, School of Management, Beijing Normal University, Beijing 100875
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Cite this article: |
ZHANG Jiang, WANG You-Gui 2011 Chin. Phys. Lett. 28 038901 |
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Abstract We systematically study the size dependency of income distributions, i.e. income distribution versus the population of a country. Using the generalized Lotka–Volterra model to fit the empirical income data for 1996–2007 in the U.S.A., we find an important parameter λ that can scale with a β power of the size (population) of the U.S.A. in that year. We point out that the size dependency of income distributions, which is a very important property but seldom addressed in previous studies, has two non-trivial implications: (1) the allometric growth pattern, i.e. the power-law relationship between population and GDP in different years, can be mathematically derived from the size-dependent income distributions and also supported by the empirical data; (2) the connection with the anomalous scaling for the probability density function in critical phenomena, since the re-scaled form of the income distributions has asymptotically exactly the same mathematical expression for the limit distribution of the sum of many correlated random variables.
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Keywords:
89.65.Gh
89.75.Da
89.75.Kd
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Received: 02 December 2010
Published: 28 February 2011
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PACS: |
89.65.Gh
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(Economics; econophysics, financial markets, business and management)
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89.75.Da
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(Systems obeying scaling laws)
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89.75.Kd
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(Patterns)
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[1] Pareto V 1964 Cours Dconomie Politique: Nouvelle ed Bousquet G H and Busino G (Paris: Librairie Droz, Geneva)
[2] Yakovenko V M et al 2009 Rev. Mod. Phys. 81 1703
[3] Clementi F and Gallegati M 2005 Physica A 350 427
[4] Ding N and Wang Y G 2007 Chin. Phys. Lett. 24 2434
[5] Silva A C and Yakovenko V M 2005 Europhys. Lett. 69 304
[6] Zipf G K 1932 Selected Studies of the Principle of Relative Frequency in Language 1st edn (Cambridge: Harvard University Press)
[7] Albert R and Barabasi A L 2002 Rev. Mod. Phys. 74 47
[8] Souma W 2000 cond-mat/0011373
[9] Richmond P, Hutzler S, Coelho R and Repetowicz P 2006 Econophys. and Sociophys. (Berlin: Wiley-VCH)
[10] Chatterjee A et al 2004 Physica A 335 155
[11] Dragulescu A and Yakovenko V 2001 Physica A 299 213
[12] Xu Y et al 2010 Chin. Phys. Lett. 27 078901
[13] Miyazima S, Lee Y, Nagamine T and Miyajima H 2000 Physica A 278 282 DOI:10.1016/S0378-4371(99)00546-4
[14] Kim B J and Park S M 2005 Physica A 347 683
[15] Anh H et al 2007 J. Korean. Phys. Soc. 51 1812
[16] Bernhardsson S et al 2009 New J. Phys. 11 123015
[17] Nordbeck S 1971 Geor. Ann. B 53 54
[18] Kleiber M 1932 Hilgardia 6 315
[19] Brown J H and West G B 2000 Scaling in Biology (New York: Oxford University)
[20] West G B and Brown J H 2005 J. Exp. Biol. 208 1575
[21] Isalgue A et al 2007 Physica A 382 643
[22] Bettencourt L M 2007 Res. Policy 36 107
[23] Bettencourt L M et al 2007 P. Natl. Acad. of Sci. USA 104 7301
[24] Roehner B 1984 Int. J. Syst. Sci. 15 917
[25] Zhang J and Yu T K 2010 Physica A 389 4887
[26] Lu L Y, Zhang Z K and Zhou T 2010 PloS ONE 5 e14139
[27] van Leijenhorst D C et al 2005 Inform. Sciences 170 263
[28] Baldovin F and Stella A L 2007 Phys. Rev. E 75 020101
[29] Stella A L and Baldovin F 2010 J. Stat. Mech-theory E 2010 P02018
[30] http://www.irs.gov/taxstats/indtaxstats/article/0, id=134951,00.html
[31] Malcai O et al 2002 Phys. Rev. E 66 031102
[32] Blanchard O 2000 Macroeconomics (New York: Prentice Hall)
[33] Wu L F and Zhang J 2011 Allometric Scaling and Size-Dependent Distributions of Massive Human Online Behaviors (in preparation)
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