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Inequality measures in wealth exchange models based on saving propensity

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  • Lu, Xiang
  • Wang, Xudong

Abstract

Wealth inequality has gradually become a widely discussed and researched topic. Building upon existing researches related to saving propensity and kinetic models of wealth distribution, we propose the implicit saving propensity (ISP) model and the explicit saving propensity (ESP) model. We obtain the steady state wealth distributions as well as the Gini and k-indices of the ISP and ESP models through simulations. We find that the ISP model produces very limited types of wealth distribution shapes and yields relatively large Gini indices, whereas the ESP model, after incorporating saving behavior, is able to generate more diverse results, including producing power-law tails, and the Pareto exponent exhibits robustness for some specific parameters. The Gini index of the ESP model is also compared with empirical data from countries around the world and can effectively cover them. This indicates that, after incorporating saving behavior, the explanatory power and realistic value of our model have been significantly enhanced. Moreover, the mixture of Gamma distribution is used to fit the wealth distributions with different parameters, which shows the excellent agreement between simulation and theoretical results. Based on the mechanism of saving propensity, the ISP and ESP models are effective to reveal the wealth inequality qualitatively and quantitatively, which have flexible applicability in modeling the wealth dynamics in the real-world.

Suggested Citation

  • Lu, Xiang & Wang, Xudong, 2025. "Inequality measures in wealth exchange models based on saving propensity," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 680(C).
  • Handle: RePEc:eee:phsmap:v:680:y:2025:i:c:s0378437125007095
    DOI: 10.1016/j.physa.2025.131057
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    1. Banerjee, Abhijit & Qian, Nancy & Meng, Xin & Porzio, Tommaso, 2014. "Aggregate Fertility and Household Savings: A General Equilibrium Analysis using Micro Data," CEPR Discussion Papers 9935, Centre for Economic Policy Research.
    2. Sinha, Sitabhra, 2006. "Evidence for power-law tail of the wealth distribution in India," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 359(C), pages 555-562.
    3. Drăgulescu, Adrian & Yakovenko, Victor M., 2001. "Exponential and power-law probability distributions of wealth and income in the United Kingdom and the United States," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 299(1), pages 213-221.
    4. Jagielski, Maciej & Czyżewski, Kordian & Kutner, Ryszard & Stanley, H. Eugene, 2017. "Income and wealth distribution of the richest Norwegian individuals: An inequality analysis," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 474(C), pages 330-333.
    5. Antoine BozioBy & Carl Emmerson & Cormac O’Dea & Gemma Tetlow, 2017. "Do the rich save more? Evidence from linked survey and administrative data," Oxford Economic Papers, Oxford University Press, vol. 69(4), pages 1101-1119.
    6. Frédéric Abergel & Hideaki Aoyama & Bikas K. Chakrabarti & Anirban Chakraborti & Asim Gosh, 2015. "Econophysics and data-driven modelling of market dynamics," Post-Print hal-01226816, HAL.
    7. Paul DiMaggio & Eszter Hargittai, 2001. "From the 'Digital Divide' to 'Digital Inequality': Studying Internet Use as Penetration Increases," Working Papers 47, Princeton University, School of Public and International Affairs, Center for Arts and Cultural Policy Studies..
    8. Derzsy, N. & Néda, Z. & Santos, M.A., 2012. "Income distribution patterns from a complete social security database," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(22), pages 5611-5619.
    9. Alexis Akira Toda & Yulong Wang, 2021. "Efficient minimum distance estimation of Pareto exponent from top income shares," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 36(2), pages 228-243, March.
    10. Ghosh, Asim & Chatterjee, Arnab & Inoue, Jun-ichi & Chakrabarti, Bikas K., 2016. "Inequality measures in kinetic exchange models of wealth distributions," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 451(C), pages 465-474.
    11. Ji Hyung Lee & Yuya Sasaki & Alexis Akira Toda & Yulong Wang, 2022. "Capital and Labor Income Pareto Exponents in the United States, 1916-2019," Papers 2206.04257, arXiv.org.
    12. Antoine Bozio & Carl Emmerson & Cormac O'Dea & Gemma Tetlow, 2013. "Savings and wealth of the lifetime rich: evidence from the UK and US," IFS Working Papers W13/30, Institute for Fiscal Studies.
    13. Dias, Thiago & Gonçalves, Sebastián, 2024. "Effectiveness of wealth-based vs exchange-based tax systems in reducing inequality," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 641(C).
    14. Chorro, Christophe, 2016. "A simple probabilistic approach of the Yard-Sale model," Statistics & Probability Letters, Elsevier, vol. 112(C), pages 35-40.
    15. A. Chatterjee & B. K. Chakrabarti, 2007. "Kinetic exchange models for income and wealth distributions," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 60(2), pages 135-149, November.
    16. Boghosian, Bruce M. & Devitt-Lee, Adrian & Johnson, Merek & Li, Jie & Marcq, Jeremy A. & Wang, Hongyan, 2017. "Oligarchy as a phase transition: The effect of wealth-attained advantage in a Fokker–Planck description of asset exchange," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 476(C), pages 15-37.
    17. Karen E. Dynan & Jonathan Skinner & Stephen P. Zeldes, 2004. "Do the Rich Save More?," Journal of Political Economy, University of Chicago Press, vol. 112(2), pages 397-444, April.
    18. Christophe Chorro, 2016. "A simple probabilistic approach of the Yard-Sale model," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-01387028, HAL.
    19. Laura Feiveson & John Edward Sabelhaus, 2019. "Lifecycle Patterns of Saving and Wealth Accumulation," Finance and Economics Discussion Series 2019-010, Board of Governors of the Federal Reserve System (U.S.).
    20. Chatterjee, Arnab & Ghosh, Asim & Chakrabarti, Bikas K., 2017. "Socio-economic inequality: Relationship between Gini and Kolkata indices," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 466(C), pages 583-595.
    21. John Ameriks & Andrew Caplin & John Leahy, 2003. "Wealth Accumulation and the Propensity to Plan," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 1007-1047.
    22. Glenn Abela & William Gatt, 2021. "Saving behaviour in Malta: Insights from the Household Budgetary Survey," CBM Working Papers WP/02/2021, Central Bank of Malta.
    23. Cui, Jian & Pan, Qiuhui & Qian, Qian & He, Mingfeng & Sun, Qilin, 2013. "A multi-agent dynamic model based on different kinds of bequests," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 392(6), pages 1393-1397.
    24. Arnab Chatterjee & Bikas K. Chakrabarti, 2007. "Kinetic Exchange Models for Income and Wealth Distributions," Papers 0709.1543, arXiv.org, revised Nov 2007.
    25. N. Derzsy & Z. Neda & M. A. Santos, 2012. "Income distribution patterns from a complete social security database," Papers 1203.1880, arXiv.org.
    26. Christophe Chorro, 2016. "A simple probabilistic approach of the Yard-Sale model," Post-Print hal-01387028, HAL.
    27. Chakrabarti,Bikas K. & Chakraborti,Anirban & Chakravarty,Satya R. & Chatterjee,Arnab, 2013. "Econophysics of Income and Wealth Distributions," Cambridge Books, Cambridge University Press, number 9781107013445, Enero-Abr.
    28. Asim Ghosh & Arnab Chatterjee & Jun-ichi Inoue & Bikas K. Chakrabarti, 2015. "Inequality measures in kinetic exchange models of wealth distributions," Papers 1509.02711, arXiv.org, revised Feb 2016.
    29. Anirban Chakraborti & Bikas K. Chakrabarti, 2000. "Statistical mechanics of money: How saving propensity affects its distribution," Papers cond-mat/0004256, arXiv.org, revised Jun 2000.
    30. Chatterjee, Arnab & K. Chakrabarti, Bikas & Manna, S.S, 2004. "Pareto law in a kinetic model of market with random saving propensity," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 335(1), pages 155-163.
    31. Ma, Qingyin & Toda, Alexis Akira, 2021. "A theory of the saving rate of the rich," Journal of Economic Theory, Elsevier, vol. 192(C).
    32. Paul DiMaggio & Eszter Hargittai, 2001. "From the 'Digital Divide' to 'Digital Inequality': Studying Internet Use as Penetration Increases," Working Papers 47, Princeton University, Woodrow Wilson School of Public and International Affairs, Center for Arts and Cultural Policy Studies..
    33. Eliazar, Iddo & Cohen, Morrel H., 2014. "On social inequality: Analyzing the rich–poor disparity," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 401(C), pages 148-158.
    34. Arnab Chatterjee & Bikas K. Chakrabarti & S. S. Manna, 2003. "Pareto Law in a Kinetic Model of Market with Random Saving Propensity," Papers cond-mat/0301289, arXiv.org, revised Jan 2004.
    35. Sam L. Polk & Bruce M. Boghosian, 2020. "The Nonuniversality of Wealth Distribution Tails Near Wealth Condensation Criticality," Papers 2006.15008, arXiv.org, revised Oct 2021.
    36. A. Chakraborti & B.K. Chakrabarti, 2000. "Statistical mechanics of money: how saving propensity affects its distribution," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 17(1), pages 167-170, September.
    37. Tjeerd de Vries & Alexis Akira Toda, 2022. "Capital and Labor Income Pareto Exponents Across Time and Space," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 68(4), pages 1058-1078, December.
    38. Victor M. Yakovenko & J. Barkley Rosser, 2009. "Colloquium: Statistical mechanics of money, wealth, and income," Papers 0905.1518, arXiv.org, revised Dec 2009.
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