Smoking epidemic eradication in a eco-epidemiological dynamical model

被引:20
作者
van Voom, G. A. K. [1 ]
Kooi, B. W. [2 ]
机构
[1] Wageningen Univ & Res, Biometris, NL-6700 AC Wageningen, Netherlands
[2] Vrije Univ Amsterdam, Fac Earth & Life Sci, Dept Theoret Biol, NL-1081 HV Amsterdam, Netherlands
关键词
Eco-epidemiology; SIR-model; Smoking; bifurcation analysis; DISEASE; TRANSMISSION; BIFURCATION; PREVALENCE; INVASION;
D O I
10.1016/j.ecocom.2013.01.008
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Smoking is perceived as a major epidemic with regard to mortality. Modelling is a major tool used to obtain insight in the dynamics and possible solutions to decrease or even eradicate this epidemic. Most models on smoking consider the epidemiological context explicitly, in which smoking is regarded as an 'infectious disease', in which individuals 'infect' each other. However, the population dynamics are often ignored, while these occur at roughly the same timescale as smoking, and hence should explicitly be considered in the modelling of smoking. We present a simple but dynamical eco-epidemiological model. The model formulation consists of a resource-population dynamic part coupled to an epidemiological part resembling a SIR type model for the three compartments: non-smokers, smokers and ex-smokers. The coupling is via birth of non-smokers and death of the three classes with different death rates. The final four-dimensional system of ordinary differential equations are studied using brute force simulations for the short term dynamics and bifurcation analysis for the long-term dynamics. Due to a feed-back mechanism of the two coupling terms there is a codim-two tangent-transcritical bifurcation. This leads to bi-stability of one smoker endemic interior equilibrium and a smoker free boundary equilibrium. Changing parameters beyond the emerging tangent bifurcation leads on the short term to eradicating smoking. We consider the Netherlands in this paper for parametrization, but the modelling approach may be generally applicable. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:180 / 189
页数:10
相关论文
共 43 条
[1]   POPULATION BIOLOGY OF INFECTIOUS-DISEASES .1. [J].
ANDERSON, RM ;
MAY, RM .
NATURE, 1979, 280 (5721) :361-367
[2]   THE INVASION, PERSISTENCE AND SPREAD OF INFECTIOUS-DISEASES WITHIN ANIMAL AND PLANT-COMMUNITIES [J].
ANDERSON, RM ;
MAY, RM .
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY OF LONDON SERIES B-BIOLOGICAL SCIENCES, 1986, 314 (1167) :533-570
[3]  
[Anonymous], 2008, WHO report on the global tobacco epidemic, 2008: The MPOWER package
[4]  
[Anonymous], 1999, CURBING EPIDEMIC GOV
[5]  
[Anonymous], STATLINE EL DAT CBS
[6]  
[Anonymous], DUTCH LIFE EXPECTANC
[7]   The health care costs of smoking [J].
Barendregt, JJ ;
Bonneux, L ;
van der Maas, PJ .
NEW ENGLAND JOURNAL OF MEDICINE, 1997, 337 (15) :1052-1057
[8]   Predator-prey oscillations can shift when diseases become endemic [J].
Bate, Andrew M. ;
Hilker, Frank M. .
JOURNAL OF THEORETICAL BIOLOGY, 2013, 316 :1-8
[9]  
Bazykin A, 1998, Nonlinear dynamics of interacting populations, V11
[10]   A Theoretical Assessment of the Effects of Smoking on the Transmission Dynamics of Tuberculosis [J].
Bhunu, C. P. ;
Mushayabasa, S. ;
Tchuenche, J. M. .
BULLETIN OF MATHEMATICAL BIOLOGY, 2011, 73 (06) :1333-1357