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Backward bifurcations in dengue transmission dynamics
S M Garba1, A B Gumel, M R Abu Bakar
1Department of Mathematics, University of Manitoba, Winnipeg, Man., Canada R3T 2N2.
Mathematical Biosciences
|June 25, 2008
Summary
This study reveals that standard incidence in dengue transmission models can cause backward bifurcation, complicating disease control. Mass action incidence can eliminate this phenomenon, offering a more reliable control strategy for dengue.
Area of Science:
- Epidemiology
- Mathematical Biology
- Disease Modeling
Background:
- Dengue transmission dynamics are complex, involving human and mosquito vectors.
- Standard epidemiological models often assume a disease-free equilibrium (DFE) is stable if the basic reproduction number (R(0)) < 1.
- Backward bifurcation can occur, where a stable DFE coexists with a stable endemic equilibrium, challenging control efforts.
Purpose of the Study:
- To develop and analyze a deterministic model for dengue transmission dynamics.
- To investigate the phenomenon of backward bifurcation in dengue models.
- To explore methods for removing backward bifurcation, including the impact of incidence functions and imperfect vaccination.
Main Methods:
- Development of a seven-compartment deterministic model for human and vector dynamics.
- Analysis of local asymptotic stability of the disease-free equilibrium using the basic reproduction number (R(0)).
- Application of center manifold theory and Lyapunov function theory with LaSalle Invariance Principle to analyze model dynamics and bifurcation phenomena.
Main Results:
- The dengue transmission model exhibits backward bifurcation, where R(0) < 1 is insufficient for disease eradication.
- An extended model incorporating an imperfect vaccine also shows backward bifurcation.
- Replacing standard incidence with mass action incidence eliminates backward bifurcation in both models.
Conclusions:
- The standard incidence function in dengue models can induce backward bifurcation, complicating control strategies.
- Mass action incidence offers a more robust approach to dengue control by removing backward bifurcation.
- Effective dengue control requires careful consideration of the incidence function used in mathematical models.
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