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Modeling seasonal rabies epidemics in China
- Source :
- Bulletin of Mathematical Biology
- Publication Year :
- 2011
-
Abstract
- Human rabies, an infection of the nervous system, is a major public-health problem in China. In the last 60 years (1950–2010) there had been 124,255 reported human rabies cases, an average of 2,037 cases per year. However, the factors and mechanisms behind the persistence and prevalence of human rabies have not become well understood. The monthly data of human rabies cases reported by the Chinese Ministry of Health exhibits a periodic pattern on an annual base. The cases in the summer and autumn are significantly higher than in the spring and winter. Based on this observation, we propose a susceptible, exposed, infectious, and recovered (SEIRS) model with periodic transmission rates to investigate the seasonal rabies epidemics. We evaluate the basic reproduction number R 0, analyze the dynamical behavior of the model, and use the model to simulate the monthly data of human rabies cases reported by the Chinese Ministry of Health. We also carry out some sensitivity analysis of the basic reproduction number R 0 in terms of various model parameters. Moreover, we demonstrate that it is more reasonable to regard R 0 rather than the average basic reproduction number \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$\bar{R}_{0}$\end{document} or the basic reproduction number \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$\hat{R}_{0}$\end{document} of the corresponding autonomous system as a threshold for the disease. Finally, our studies show that human rabies in China can be controlled by reducing the birth rate of dogs, increasing the immunization rate of dogs, enhancing public education and awareness about rabies, and strengthening supervision of pupils and children in the summer and autumn.
- Subjects :
- China
Rabies
General Mathematics
Immunology
Basic Reproduction Number
Biology
01 natural sciences
Models, Biological
General Biochemistry, Genetics and Molecular Biology
010305 fluids & plasmas
law.invention
Birth rate
03 medical and health sciences
Dogs
law
0103 physical sciences
medicine
Prevalence
Animals
Humans
SEIRS model
Public education
Rabies transmission
Epidemics
030304 developmental biology
General Environmental Science
Pharmacology
0303 health sciences
General Neuroscience
Vaccination
medicine.disease
Virology
3. Good health
Transmission (mechanics)
Computational Theory and Mathematics
Rabies Vaccines
Periodic solution
Original Article
Seasons
General Agricultural and Biological Sciences
Basic reproduction number
Demography
Subjects
Details
- ISSN :
- 15229602
- Volume :
- 74
- Issue :
- 5
- Database :
- OpenAIRE
- Journal :
- Bulletin of mathematical biology
- Accession number :
- edsair.doi.dedup.....4e00a923374ad6e574ca9023768ba060