Simple Models

In This Section

To introduce the basics, we start with a very short introduction to Ross’s ideas about a priori pathometry, and a short historical discussion about the origins of the Ross-Macdonald model [1]. Next, we take some time to focus on the blood feeding and parasite transmission.

Our starting point for introducing dynamical systems models for malaria in populations is a set of three vignettes. Each one describes some basic aspects of malaria transmission and infection dynamics:

  1. We present dynamical system describing malaria transmission and infection dynamics that is consistent with ideas and analyses that Macdonald published in the early 1950s [25]. we call it The Ross-Macdonald Model.

  2. We discuss what it means to Solve Dynamical Systems.

  3. We introduce threshold concepts and The Basic Reproductive Number.

  4. Next, we present a closely related system, published in 1982 by Aron & May [6], that is easier to extend and apply. We like it for two reasons:

    1. The variables are population densities, not fractions;

    2. mosquito density is a variable (not a parameter) forced by emergence of adult mosquitoes from aquatic habitats.

  5. We revisit the Ross-Macdonald model and discuss some of the critical concepts, including vectorial capacity, following the analysis of Smith & McKenzie [7].

In these vignettes, “The Ross-Macdonald Model” means the equations in our vignette: The Ross-Macdonald Model. In a broader sense, the Ross-Macdonald model is includes those equations and all of the basic theory that was developed around it [1].

Up Next

Up next:

References

1.
Smith DL, Battle KE, Hay SI, Barker CM, Scott TW, McKenzie FE. Ross, Macdonald, and a theory for the dynamics and control of mosquito-transmitted pathogens. PLoS Pathog. 2012;8: e1002588. doi:10.1371/journal.ppat.1002588
2.
Macdonald G. The analysis of malaria parasite rates in infants. Tropical diseases bulletin. 1950;47: 915–938.
3.
Macdonald G. The analysis of infection rates in diseases in which superinfection occurs. Trop Dis Bull. 1950;47: 907–915. Available: https://www.ncbi.nlm.nih.gov/pubmed/14798656
4.
Macdonald G. The analysis of the sporozoite rate. Trop Dis Bull. 1952;49: 569–586. Available: https://www.ncbi.nlm.nih.gov/pubmed/14958825
5.
Macdonald G. The analysis of equilibrium in malaria. Trop Dis Bull. 1952;49: 813–829. Available: https://www.ncbi.nlm.nih.gov/pubmed/12995455
6.
Aron JL, May RM. The population dynamics of malaria. In: Anderson RM, editor. The Population Dynamics of Infectious Diseases: Theory and Applications. Boston, MA: Springer US; 1982. pp. 139–179. doi:10.1007/978-1-4899-2901-3_5
7.
Smith DL, McKenzie FE. Statics and dynamics of malaria infection in Anopheles mosquitoes. Malaria Journal. 2004;3: 13. doi:10.1186/1475-2875-3-13