IDEAS home Printed from https://ideas.repec.org/a/eee/phsmap/v681y2026ics0378437125007472.html

Nonlinear dynamics of epidemic spreading with awareness-regulated resource allocation in simplicial complexes

Author

Listed:
  • Wang, Ruijie
  • Chen, Xiaolong
  • Wang, Jun
  • Chen, Rui
  • Li, Aimin
  • Cai, Shimin

Abstract

In this paper, we propose a coupled spreading model in simplicial complexes that integrates higher-order epidemic spreading with resource allocation driven by collective awareness. The model systematically characterizes the joint effects of awareness, resources and higher order interactions on epidemic dynamics. Theoretically, we adopt a modified heterogeneous mean-field framework to quantitatively characterize the coupled spreading dynamics, and derive an explicit expression for the epidemic threshold in terms of collective awareness and higher-order interaction strength. Our analysis reveals that the collective awareness-regulated resource allocation directly affects the recovery rate of infected individuals, which alters the disease persistence and fundamentally influences the epidemic spreading. Specifically, awareness-driven allocation substantially raises the invasion threshold and can even prevent outbreak of the epidemic, while strong higher-order interactions facilitate the spread of epidemic. By analyzing the stability of the system, we identify bistability and a saddle–node bifurcation with hysteresis loop. Simulation experiments verify the results of the theoretical analysis, and the following conclusions are further obtained: (i) the invasion threshold increases with collective awareness and diverges when awareness is sufficiently high; (ii) higher-order structures accelerate spreading and reduce both invasion and persistence thresholds, and the persistence threshold vanishes when higher-order interaction strength exceeds a critical value; and (iii) collective awareness and higher-order effects show a competitive relationship, where sufficient awareness can dominate and suppress epidemics. This study incorporates collective awareness as a regulatory factor in resource allocation, which establishes a unified framework that connects population-level perception, resource allocation and epidemic spreading. The results of this paper advance the theoretical understanding of epidemic dynamics in higher-order networks.

Suggested Citation

  • Wang, Ruijie & Chen, Xiaolong & Wang, Jun & Chen, Rui & Li, Aimin & Cai, Shimin, 2026. "Nonlinear dynamics of epidemic spreading with awareness-regulated resource allocation in simplicial complexes," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 681(C).
  • Handle: RePEc:eee:phsmap:v:681:y:2026:i:c:s0378437125007472
    DOI: 10.1016/j.physa.2025.131095
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378437125007472
    Download Restriction: Full text for ScienceDirect subscribers only. Journal offers the option of making the article available online on Science direct for a fee of $3,000

    File URL: https://libkey.io/10.1016/j.physa.2025.131095?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Gergely Ódor & Márton Karsai, 2025. "Epidemic-induced local awareness behavior inferred from surveys and genetic sequence data," Nature Communications, Nature, vol. 16(1), pages 1-10, December.
    2. Li, Shumei & Yang, Chun & Yao, Zhiwen, 2024. "Simplicial epidemic model with individual resource," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 647(C).
    3. Palafox-Castillo, Gerardo & Berrones-Santos, Arturo, 2022. "Stochastic epidemic model on a simplicial complex," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 606(C).
    4. Joseph Kwon & Ruairidh Milne & Clare Rayner & Román Rocha Lawrence & Jordan Mullard & Ghazala Mir & Brendan Delaney & Manoj Sivan & Stavros Petrou, 2024. "Impact of Long COVID on productivity and informal caregiving," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 25(7), pages 1095-1115, September.
    5. Zhang, Kebo & Hong, Xiao & Han, Yuexing & Wang, Bing, 2023. "Optimal discrete resource allocation on metapopulation networks for suppressing spatial spread of epidemic," Chaos, Solitons & Fractals, Elsevier, vol. 169(C).
    6. Sun, Qingyi & Wang, Zhishuang & Zhao, Dawei & Xia, Chengyi & Perc, Matjaž, 2022. "Diffusion of resources and their impact on epidemic spreading in multilayer networks with simplicial complexes," Chaos, Solitons & Fractals, Elsevier, vol. 164(C).
    7. Iacopo Iacopini & Giovanni Petri & Alain Barrat & Vito Latora, 2019. "Simplicial models of social contagion," Nature Communications, Nature, vol. 10(1), pages 1-9, December.
    8. Li, Ming & Huo, Liang'an, 2025. "Effect of time-varying validity of individual interaction on co-evolution of awareness and epidemics in a multiplex high-order network," Applied Mathematics and Computation, Elsevier, vol. 499(C).
    9. Feng, Meiling & Liu, Lijin & Chen, Jiaxing & Xia, Chengyi, 2024. "Heterogeneous propagation processes between awareness and epidemic on signed multiplex networks," Chaos, Solitons & Fractals, Elsevier, vol. 183(C).
    10. Li, WenYao & Xue, Xiaoyu & Pan, Liming & Lin, Tao & Wang, Wei, 2022. "Competing spreading dynamics in simplicial complex," Applied Mathematics and Computation, Elsevier, vol. 412(C).
    11. Chen, Xiaolong & Gong, Kai & Wang, Ruijie & Cai, Shimin & Wang, Wei, 2020. "Effects of heterogeneous self-protection awareness on resource-epidemic coevolution dynamics," Applied Mathematics and Computation, Elsevier, vol. 385(C).
    12. Giulio Burgio & Guillaume St-Onge & Laurent Hébert-Dufresne, 2025. "Characteristic scales and adaptation in higher-order contagions," Nature Communications, Nature, vol. 16(1), pages 1-11, December.
    13. Qin, Yuyan & Yang, Lixin & Li, Jia & Li, Mengjiao & Du, Meng Meng, 2024. "A simplicial SSIS epidemic model with the outgoing pressure," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 654(C).
    14. Xu, Jiwei & Li, Jincheng & Han, Zhen & Zhu, Peican, 2024. "Coupled epidemic dynamics with awareness heterogeneity in multiplex networks," Chaos, Solitons & Fractals, Elsevier, vol. 187(C).
    15. Xu, Yuan-Hao & Wang, Hao-Jie & Lu, Zhong-Wen & Hu, Mao-Bin, 2023. "Impact of awareness dissemination on epidemic reaction–diffusion in multiplex networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 621(C).
    16. Zhu, Xuzhen & Liu, Yuxin & Wang, Shengfeng & Wang, Ruijie & Chen, Xiaolong & Wang, Wei, 2021. "Allocating resources for epidemic spreading on metapopulation networks," Applied Mathematics and Computation, Elsevier, vol. 411(C).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Chen, Nan & Huo, Liang'an, 2025. "The dynamic coupling mechanism of information and epidemic propagation in higher-order metapopulation networks," Chaos, Solitons & Fractals, Elsevier, vol. 200(P1).
    2. Zhang, Zehui & Zhu, Kangci & Wang, Fang, 2025. "Indirect information propagation model with time-delay effect on multiplex networks," Chaos, Solitons & Fractals, Elsevier, vol. 192(C).
    3. Gao, Yihan & Li, Jiachen & Gao, Feng & Wang, Wei, 2026. "Coevolution of multipathogens on higher-order networks," Chaos, Solitons & Fractals, Elsevier, vol. 202(P2).
    4. Li, Shumei & Yang, Chun & Yao, Zhiwen, 2024. "Simplicial epidemic model with individual resource," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 647(C).
    5. Ni, Chengzhang & Wang, Bin & Song, Lin & Sun, Yi & Pang, Zezhao, 2026. "Modeling the interactive diffusion of information in multilayer networks with simplicial complexes," Chaos, Solitons & Fractals, Elsevier, vol. 202(P2).
    6. Li, Ming & Huo, Liang'an, 2025. "Effects of individual social skills heterogeneity and reinforcement mechanisms on co-evolution of disease and information within hypernetworks," Chaos, Solitons & Fractals, Elsevier, vol. 199(P2).
    7. You, Xuemei & Fan, Xiaonan & Ma, Yinghong & Liu, Zhiyuan, 2025. "Information-disease coupling dynamics with message fatigue and behavioral responses in higher-order weighted networks," Chaos, Solitons & Fractals, Elsevier, vol. 199(P3).
    8. Tan, Jipeng & Zhang, Man & Liu, Fengming, 2024. "Online-Offline Higher-Order Rumor Propagation Model Based on Quantum Cellular Automata Considering Social Adaptation," Applied Mathematics and Computation, Elsevier, vol. 461(C).
    9. Leng, Hui & Zhao, Yi & Luo, Jianfeng, 2024. "Simplicial epidemic model with a threshold policy," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 653(C).
    10. Nie, Yanyi & Li, Wenyao & Pan, Liming & Lin, Tao & Wang, Wei, 2022. "Markovian approach to tackle competing pathogens in simplicial complex," Applied Mathematics and Computation, Elsevier, vol. 417(C).
    11. Nie, Yanyi & Zhong, Xiaoni & Lin, Tao & Wang, Wei, 2022. "Homophily in competing behavior spreading among the heterogeneous population with higher-order interactions," Applied Mathematics and Computation, Elsevier, vol. 432(C).
    12. Li, Ming & Huo, Liang'an, 2025. "Effect of time-varying validity of individual interaction on co-evolution of awareness and epidemics in a multiplex high-order network," Applied Mathematics and Computation, Elsevier, vol. 499(C).
    13. Krishnagopal, Sanjukta & Bianconi, Ginestra, 2023. "Topology and dynamics of higher-order multiplex networks," Chaos, Solitons & Fractals, Elsevier, vol. 177(C).
    14. You, Xuemei & Zhang, Man & Ma, Yinghong & Tan, Jipeng & Liu, Zhiyuan, 2023. "Impact of higher-order interactions and individual emotional heterogeneity on information-disease coupled dynamics in multiplex networks," Chaos, Solitons & Fractals, Elsevier, vol. 177(C).
    15. Liu, Maoxing & Ren, Xuejie & Peng, Yu & Sun, Yongzheng, 2024. "The dynamical analysis of simplicial SAIS epidemic model with awareness programs by media," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 649(C).
    16. Li, Wenyao & Cai, Meng & Zhong, Xiaoni & Liu, Yanbing & Lin, Tao & Wang, Wei, 2023. "Coevolution of epidemic and infodemic on higher-order networks," Chaos, Solitons & Fractals, Elsevier, vol. 168(C).
    17. Zhou, Qiao & Duan, Xiaochang & Yu, Guang, 2025. "Research on dynamic modeling and control mechanisms of rumor spread considering high-order interactions and counter-rumor groups," Chaos, Solitons & Fractals, Elsevier, vol. 197(C).
    18. Zhao, Dandan & Li, Runchao & Peng, Hao & Zhong, Ming & Wang, Wei, 2022. "Higher-order percolation in simplicial complexes," Chaos, Solitons & Fractals, Elsevier, vol. 155(C).
    19. Luo, Ziting & Li, Shuai & Jiang, Zheng & Chen, Wei, 2025. "Social contagion models on adaptive simplicial complexes," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 679(C).
    20. Ma, Ning & Yu, Guang & Jin, Xin, 2024. "Dynamics of competing public sentiment contagion in social networks incorporating higher-order interactions during the dissemination of public opinion," Chaos, Solitons & Fractals, Elsevier, vol. 182(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:phsmap:v:681:y:2026:i:c:s0378437125007472. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/physica-a-statistical-mechpplications/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.