epidemic disease;
population heterogeneity;
incidence function;
D O I:
10.1007/s00285-004-0288-0
中图分类号:
Q [生物科学];
学科分类号:
07 ;
0710 ;
09 ;
摘要:
The paper investigates a class of SIS models of the evolution of an infectious disease in a heterogeneous population. The heterogeneity reflects individual differences in the susceptibility or in the contact rates and leads to a distributed parameter system, requiring therefore, distributed initial data, which are often not available. It is shown that there exists a corresponding homogeneous ( ODE) population model that gives the same aggregated results as the distributed one, at least in the expansion phase of the disease. However, this ODE model involves a nonlinear "prevalence-to-incidence" function which is not constructively defined. Based on several established properties of this function, a simple class of approximating function is proposed, depending on three free parameters that could be estimated from scarce data. How the behaviour of a population depends on the level of heterogeneity ( all other parameters kept equal) - this is the second issue studied in the paper. It turns out that both for the short run and for the long run behaviour there exist threshold values, such that more heterogeneity is advantageous for the population if and only if the initial ( weighted) prevalence is above the threshold.
机构:
CHARME II Project, Bangalore 560044, Karnataka, India
Rajarajeswari Med Coll & Hosp, Dept Community Med, Bangalore 560074, Karnataka, IndiaCHARME II Project, Bangalore 560044, Karnataka, India
Banandur, Pradeep
Rajaram, Subramanian Potty
论文数: 0引用数: 0
h-index: 0
机构:
CHARME II Project, Bangalore 560044, Karnataka, India
CHARME I Project, Bangalore 560044, Karnataka, India
Karnataka Hlth Promot Trust, Bangalore 560044, Karnataka, IndiaCHARME II Project, Bangalore 560044, Karnataka, India
Rajaram, Subramanian Potty
Mahagaonkar, Sangameshwar B.
论文数: 0引用数: 0
h-index: 0
机构:
CHARME I Project, Bangalore 560044, Karnataka, IndiaCHARME II Project, Bangalore 560044, Karnataka, India
Mahagaonkar, Sangameshwar B.
Bradley, Janet
论文数: 0引用数: 0
h-index: 0
机构:
CHARME I Project, Bangalore 560044, Karnataka, IndiaCHARME II Project, Bangalore 560044, Karnataka, India
Bradley, Janet
Ramesh, Banadakoppa M.
论文数: 0引用数: 0
h-index: 0
机构:
Karnataka Hlth Promot Trust, Bangalore 560044, Karnataka, IndiaCHARME II Project, Bangalore 560044, Karnataka, India
Ramesh, Banadakoppa M.
Washington, Reynold G.
论文数: 0引用数: 0
h-index: 0
机构:
Karnataka Hlth Promot Trust, Bangalore 560044, Karnataka, India
St Johns Res Inst, Infect Dis Unit, Bangalore 560034, Karnataka, IndiaCHARME II Project, Bangalore 560044, Karnataka, India
Washington, Reynold G.
Blanchard, James F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manitoba, Winnipeg, MB, CanadaCHARME II Project, Bangalore 560044, Karnataka, India
Blanchard, James F.
论文数: 引用数:
h-index:
机构:
Moses, Stephen
Lowndes, Catherine M.
论文数: 0引用数: 0
h-index: 0
机构:
Hlth Protect Agcy, London, EnglandCHARME II Project, Bangalore 560044, Karnataka, India
Lowndes, Catherine M.
Alary, Michel
论文数: 0引用数: 0
h-index: 0
机构:
CHARME II Project, Bangalore 560044, Karnataka, India
CHARME I Project, Bangalore 560044, Karnataka, India
Ctr Rech CHA Univ Quebec, URESP, Quebec City, PQ, Canada
Univ Laval, Dept Med Sociale & Prevent, Quebec City, PQ, CanadaCHARME II Project, Bangalore 560044, Karnataka, India
机构:
NW Univ Nationalities, Sch Math & Comp Sci, Lanzhou 730030, Peoples R China
Lanzhou Univ, Sch Math & Stat, Lanzhou 730000, Peoples R ChinaNW Univ Nationalities, Sch Math & Comp Sci, Lanzhou 730030, Peoples R China
Wang, Wenting
Liu, Hua
论文数: 0引用数: 0
h-index: 0
机构:
NW Univ Nationalities, Sch Math & Comp Sci, Lanzhou 730030, Peoples R ChinaNW Univ Nationalities, Sch Math & Comp Sci, Lanzhou 730030, Peoples R China
Liu, Hua
Li, Zizhen
论文数: 0引用数: 0
h-index: 0
机构:
Lanzhou Univ, Sch Math & Stat, Lanzhou 730000, Peoples R ChinaNW Univ Nationalities, Sch Math & Comp Sci, Lanzhou 730030, Peoples R China
Li, Zizhen
Guo, Zhongkai
论文数: 0引用数: 0
h-index: 0
机构:
Lanzhou Univ Sci & Technol, Sch Technol & Engn, Lanzhou 730050, Peoples R ChinaNW Univ Nationalities, Sch Math & Comp Sci, Lanzhou 730030, Peoples R China
Guo, Zhongkai
Yang, Yuhua
论文数: 0引用数: 0
h-index: 0
机构:
Lanzhou Univ, Sch Life Sci, Lanzhou 730000, Peoples R ChinaNW Univ Nationalities, Sch Math & Comp Sci, Lanzhou 730030, Peoples R China