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Research Article | Open Access

Dynamic analysis of stochastic rumor model with education effect

Hui Zhu1Zonghe Guo1Yunping Liu2( )Wei Ou3
School of Engineering Science, Shandong Xiehe University, Jinan 250107, China
School of Automation, Nanjing University of Information Science and Technology, Nanjing 210044, China
School of Mathematics and Statistics, Nanjing University of Information Science and Technology, Nanjing 210044, China
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Abstract

With the development of the economy and society, rumors have become increasingly popular. Therefore, quantitative research on rumors has become essential. In this paper, a new rumor model with age of education is introduced by considering two different types of populations. First, we obtain the existence of global positive solutions by utilizing Itô's formula and the Lyapunov functional method. Then, several sufficient conditions for the disappearance and persistence of rumors are given, where the threshold will be affected by the age of education. Finally, to support the main results of this article, several illustrative numerical simulations are conducted.

CLC number: 60H10, 60H30, 92D30, 93E15

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AIMS Mathematics
Pages 10079-10099

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Cite this article:
Zhu H, Guo Z, Liu Y, et al. Dynamic analysis of stochastic rumor model with education effect. AIMS Mathematics, 2026, 11(4): 10079-10099. https://doi.org/10.3934/math.2026416

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Received: 12 December 2025
Revised: 30 January 2026
Accepted: 04 February 2026
Published: 14 April 2026
©2026 the Author(s), licensee AIMS Press.

This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0)