Please wait a minute...
Chin. Phys. B, 2024, Vol. 33(7): 070206    DOI: 10.1088/1674-1056/ad39c7
GENERAL Prev   Next  

Dynamic analysis of major public health emergency transmission considering the dual-layer coupling of community-resident complex networks

Peng Yang(杨鹏)1, Ruguo Fan(范如国)1, Yibo Wang(王奕博)2,†, and Yingqing Zhang(张应青)3
1 School of Economics and Management, Wuhan University, Wuhan 430072, China;
2 Postdoctoral Research Station, China International Engineering Consulting Corporation, Beijing 100000, China;
3 School of Business Administration, Guizhou University of Finance and Economics, Guiyang 550025, China
Abstract  We construct a dual-layer coupled complex network of communities and residents to represent the interconnected risk transmission network between communities and the disease transmission network among residents. It characterizes the process of infectious disease transmission among residents between communities through the SE2IHR model considering two types of infectors. By depicting a more fine-grained social structure and combining further simulation experiments, the study validates the crucial role of various prevention and control measures implemented by communities as primary executors in controlling the epidemic. Research shows that the geographical boundaries of communities and the social interaction patterns of residents have a significant impact on the spread of the epidemic, where early detection, isolation and treatment strategies at community level are essential for controlling the spread of the epidemic. In addition, the study explores the collaborative governance model and institutional advantages of communities and residents in epidemic prevention and control.
Keywords:  propagation dynamics      complex networks      public health events      community structure  
Received:  04 December 2023      Revised:  05 March 2024      Accepted manuscript online: 
PACS:  02.70.-c (Computational techniques; simulations)  
  02.60.-x (Numerical approximation and analysis)  
Fund: Project supported by the Ministry of Education of China in the later stage of philosophy and social science research (Grant No.19JHG091),the National Natural Science Foundation of China (Grant No.72061003),the Major Program of National Social Science Fund of China (Grant No.20&ZD155),and the Guizhou Provincial Science and Technology Projects (Grant No.[2020]4Y172).
Corresponding Authors:  Yibo Wang     E-mail:  yibowong@qq.com

Cite this article: 

Peng Yang(杨鹏), Ruguo Fan(范如国), Yibo Wang(王奕博), and Yingqing Zhang(张应青) Dynamic analysis of major public health emergency transmission considering the dual-layer coupling of community-resident complex networks 2024 Chin. Phys. B 33 070206

[1] COVID-19 to Plunge Global Economy into Worst Recession since World War II
[2] Wu Y, Zhang Q, Li L, Li M and Zuo Y 2021 Risk Management and Healthcare Policy 2021 4907
[3] MacQueen K M, McLellan E, Metzger D S, Kegeles S, Strauss R P, Scotti R, Blanchard L and Trotter R T 2001 American journal of public health 91 1929
[4] Aldila D, Ndii M Z and Samiadji B M 2020 Math. Biosci. Eng 17 6355
[5] Gilmore B, Ndejjo R, Tchetchia A, de Claro V, Mago E, Lopes C and Bhattacharyya S 2020 BMJ global health 5 e003188
[6] Güner H R, Hasanoǧlu İ and Aktaş F 2020 Turkish Journal of medical sciences 50 571
[7] Fang Y, Nie Y and Penny M 2020 Journal of medical virology 92 645
[8] Wilder-Smith A, Chiew C J and Lee V J 2020 The lancet infectious diseases 20 e102
[9] Li M Y and Muldowney J S 1995 Mathematical biosciences 125 155
[10] Annas S, Pratama M I, Rifandi M, Sanusi W and Side S 2020 Chaos, Solitons & Fractals 139 110072
[11] He S, Peng Y and Sun K 2020 Nonlinear Dynam. 101 1667
[12] Ferrante M, Ferraris E and Rovira C 2016 Test 25 482
[13] Choi J Y 2020 Postgraduate medical journal 96 399
[14] DarAssi M H, Shatnawi T A and Safi M A 2022 Demonstratio Mathematica 55 265
[15] Koopman J 2004 Annu. Rev. Public Health 25 303
[16] Li S L, Bjørnstad O N, Ferrari M J, Mummah R, Runge M C, Fonnesbeck C J, Tildesley M J, Probert W J and Shea K 2017 Proc. Natl. Acad. Sci. USA 114 5659
[17] Niu R, Wong E W, Chan Y C, Van Wyk M A and Chen G 2020 IEEE Access 8 195503
[18] Bansal S, Grenfell B T and Meyers L A 2007 J. R. Soc. Interface 4 879
[19] Keeling M J and Eames K T 2005 J. R. Soc. Interface 2 295
[20] Watts D J and Strogatz S H 1998 Nature 393 440
[21] Hsu C I and Shih H H 2010 Accident Analysis & Prevention 42 93
[22] Li J, Zhong J, Ji Y M and Yang F 2021 Results in Physics 25 104283
[23] Thurner S, Klimek P and Hanel R 2020 Proc. Natl. Acad. Sci. USA 117 22684
[24] Funk S, Gilad E, Watkins C, Jansen V A 2009 Proc. Natl. Acad. Sci. USA 106 6872
[25] Funk S, Salathé M and Jansen V A 2010 J. R. Soc. Interface 7 1247
[26] He L and Zhu L 2021 Commun. Theor. Phys. 73 035002
[27] Zhao X, Zhou Q, Wang A, Zhu F, Meng Z and Zuo C 2021 Journal of Medical Virology 93 4342
[28] Li D, Xie W, Han D and Sun M 2023 Information Sciences 651 119723
[29] Ma W, Zhang P, Zhao X and Xue L 2022 Physica A 588 126558
[30] Scabini L F, Ribas L C, Neiva M B, Junior A G, Farfan A J and Bruno O M 2021 Physica A 564 125498
[31] Chung N N and Chew L Y 2021 Scientific Reports 11 10122
[32] Turker M and Bingol H O 2023 Euro. Phys. J. B 96 16
[33] Stegehuis C, Van Der Hofstad R and Van Leeuwaarden J S 2016 Scientific Reports 6 29748
[34] Piselli F 2007 American Behavioral Scientist 50 867
[35] Organization W H 2009 Global health risks: mortality and burden of disease attributable to selected major risks (World Health Organization)
[36] Murgante B, Balletto G, Borruso G, Las Casas G, Castiglia P and Dettori M 2020 TeMA-Journal of Land Use, Mobility and Environment 283
[37] Diaz P, Constantine P, Kalmbach K, Jones E and Pankavich S 2018 Applied mathematics and computation 324 141
[38] Dietz K 1993 Statistical methods in medical research 2 23
[39] Diekmann O, Heesterbeek J and Roberts M G 2010 J. R. Soc. Interface 7 873
[40] Guerra F M, Bolotin S, Lim G, Heffernan J, Deeks S L, Li Y and Crowcroft N S 2017 The Lancet Infectious Diseases 17 e420
[41] Mwalili S, Kimathi M, Ojiambo V, Gathungu D and Mbogo R 2020 BMC Research Notes 13 1
[42] Korobeinikov A 2004 Mathematical medicine and biology: a journal of the IMA 21 75
[43] Kleinberg J M 2000 Nature 406 845
[44] Ye C, Yu X and Li W 2013 Information 4 398
[45] Latora V and Marchiori M 2002 Physica A 314 109
[46] Xu Z and Sui D Z 2007 Journal of Geographical Systems 9 189
[47] Sallaberry A, Zaidi F and Melançon G 2013 Social Network Analysis and Mining 3 597
[48] Andersson C, Frenken K and Hellervik A 2006 Environment and Planning A 38 1941
[49] National Health Commission of People’s Republic of China http://www.nhc.gov.cn/xcs/yqtb/listgzbd.shtml
[50] Lu J H, He J F, Zhang S X, Xie X, Wu Y S, Xu S L, Li M M and Feng T J 2021 Practical Preventive Medicine 28 418
[51] Dhouib W, Maatoug J, Ayouni I, Zammit N, Ghammem R, Fredj S B and Ghannem H 2021 Systematic Reviews 10 1
[52] Han Y, Jiang M, Xia D, He L, Lv X, Liao X and Meng J 2020 Clinical Immunology 214 108413
[53] Wang Y, Wang Q, Wang K, Song C, Guo Z and Hu W 2021 Infection Control & Hospital Epidemiology 42 242
[54] Hellewell J, Russell T W, Beale R, Kelly G, Houlihan C, Nastouli E and Kucharski A J 2021 BMC medicine 19 1
[1] Effects of individual heterogeneity on social contagions
Fu-Zhong Nian(年福忠) and Yu Yang(杨宇). Chin. Phys. B, 2024, 33(5): 058705.
[2] Identifying influential spreaders in complex networks based on density entropy and community structure
Zhan Su(苏湛), Lei Chen(陈磊), Jun Ai(艾均), Yu-Yu Zheng(郑雨语), and Na Bie(别娜). Chin. Phys. B, 2024, 33(5): 058901.
[3] Prediction of collapse process and tipping points for mutualistic and competitive networks with k-core method
Dongli Duan(段东立), Feifei Bi(毕菲菲), Sifan Li(李思凡), Chengxing Wu(吴成星), Changchun Lv(吕长春), and Zhiqiang Cai(蔡志强). Chin. Phys. B, 2024, 33(5): 050201.
[4] A multilayer network diffusion-based model for reviewer recommendation
Yiwei Huang(黄羿炜), Shuqi Xu(徐舒琪), Shimin Cai(蔡世民), and Linyuan Lü(吕琳媛). Chin. Phys. B, 2024, 33(3): 038901.
[5] Source localization in signed networks with effective distance
Zhi-Wei Ma(马志伟), Lei Sun(孙蕾), Zhi-Guo Ding(丁智国), Yi-Zhen Huang(黄宜真), and Zhao-Long Hu(胡兆龙). Chin. Phys. B, 2024, 33(2): 028902.
[6] Self-similarity of complex networks under centrality-based node removal strategy
Dan Chen(陈单), Defu Cai(蔡德福), and Housheng Su(苏厚胜). Chin. Phys. B, 2023, 32(9): 098903.
[7] Important edge identification in complex networks based on local and global features
Jia-Hui Song(宋家辉). Chin. Phys. B, 2023, 32(9): 098901.
[8] Stability and multistability of synchronization in networks of coupled phase oscillators
Yun Zhai(翟云), Xuan Wang(王璇), Jinghua Xiao(肖井华), and Zhigang Zheng(郑志刚). Chin. Phys. B, 2023, 32(6): 060503.
[9] Identification of key recovering node for spatial networks
Zijian Yan(严子健), Yongxiang Xia(夏永祥), Lijun Guo(郭丽君), Lingzhe Zhu(祝令哲), Yuanyuan Liang(梁圆圆), and Haicheng Tu(涂海程). Chin. Phys. B, 2023, 32(6): 068901.
[10] AG-GATCN: A novel method for predicting essential proteins
Peishi Yang(杨培实), Pengli Lu(卢鹏丽), and Teng Zhang(张腾). Chin. Phys. B, 2023, 32(5): 058902.
[11] Analysis of cut vertex in the control of complex networks
Jie Zhou(周洁), Cheng Yuan(袁诚), Zu-Yu Qian(钱祖燏), Bing-Hong Wang(汪秉宏), and Sen Nie(聂森). Chin. Phys. B, 2023, 32(2): 028902.
[12] SLGC: Identifying influential nodes in complex networks from the perspectives of self-centrality, local centrality, and global centrality
Da Ai(艾达), Xin-Long Liu(刘鑫龙), Wen-Zhe Kang(康文哲), Lin-Na Li(李琳娜), Shao-Qing Lü(吕少卿), and Ying Liu(刘颖). Chin. Phys. B, 2023, 32(11): 118902.
[13] Vertex centrality of complex networks based on joint nonnegative matrix factorization and graph embedding
Pengli Lu(卢鹏丽) and Wei Chen(陈玮). Chin. Phys. B, 2023, 32(1): 018903.
[14] Characteristics of vapor based on complex networks in China
Ai-Xia Feng(冯爱霞), Qi-Guang Wang(王启光), Shi-Xuan Zhang(张世轩), Takeshi Enomoto(榎本刚), Zhi-Qiang Gong(龚志强), Ying-Ying Hu(胡莹莹), and Guo-Lin Feng(封国林). Chin. Phys. B, 2022, 31(4): 049201.
[15] Robust H state estimation for a class of complex networks with dynamic event-triggered scheme against hybrid attacks
Yahan Deng(邓雅瀚), Zhongkai Mo(莫中凯), and Hongqian Lu(陆宏谦). Chin. Phys. B, 2022, 31(2): 020503.
No Suggested Reading articles found!