ArticleMalaria journal2009
The role of simple mathematical models in malaria elimination strategy design.
Article in Malaria journal, 2009. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 46 papers.
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Who cites it
46 citing papers in PubMed.
- Trial
- An age-structured mathematical model to assess the combined effects of vaccine and non-vaccine interventions on malaria transmission and burden.Infectious Disease Modelling · 2026Article
- Deep Mixture of Linear Mixed Models for Complex Longitudinal Data.Statistics in medicine · 2025Article
- An integrative review of the combined use of mathematical and statistical models for estimating malaria transmission parameters.Malaria journal · 2025Review
- Article
- Modeling of malaria vaccine effectiveness on disease burden and drug resistance in 42 African countries.Communications medicine · 2023Article
- Collateral Effects of Insecticide-Treated Nets on Human and Environmental Safety in an Epidemiological Model for Malaria with Human Risk Perception.International journal of environmental research and public health · 2022Article
- Insights from modelling malaria vaccines for policy decisions: the focus on RTS,S.Malaria journal · 2021Review
- Article
- Applied mathematical modelling to inform national malaria policies, strategies and operations in Tanzania.Malaria journal · 2020Article
- A comparison of approximate versus exact techniques for Bayesian parameter inference in nonlinear ordinary differential equation models.Royal Society open science · 2020Article
- An efficient and novel technology for the extraction of parasite genomic DNA from whole blood or culture.BioTechniques · 2020Article
- Seasonality and heterogeneity of malaria transmission determine success of interventions in high-endemic settings: a modeling study.BMC infectious diseases · 2018Article
- Model-Informed Drug Development for Malaria Therapeutics.Annual review of pharmacology and toxicology · 2018Review
- "Nine Dimensions": A multidisciplinary approach for community engagement in a complex postwar border region as part of the targeted malaria elimination in Karen/Kayin State, Myanmar.Wellcome open research · 2018Article
- Towards malaria elimination in Savannakhet, Lao PDR: mathematical modelling driven strategy design.Malaria journal · 2017Article
- Structural Sensitivity in HIV Modeling: A Case Study of Vaccination.Infectious Disease Modelling · 2017Article
- malERA: An updated research agenda for combination interventions and modelling in malaria elimination and eradication.PLoS medicine · 2017Review
- The Impact of Antimalarial Use on the Emergence and Transmission of Plasmodium falciparum Resistance: A Scoping Review of Mathematical Models.Tropical medicine and infectious disease · 2017Article
- Vaccines to Accelerate Malaria Elimination and Eventual Eradication.Cold Spring Harbor perspectives in medicine · 2017Review
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8 authors.
Funding
Abstract
backgroundMalaria has recently been identified as a candidate for global eradication. This process will take the form of a series of national eliminations. Key issues must be considered specifically for elimination strategy when compared to the control of disease. Namely the spread of drug resistance, data scarcity and the adverse effects of failed elimination attempts. Mathematical models of various levels of complexity have been produced to consider the control and elimination of malaria infection. If available, detailed data on malaria transmission (such as the vector life cycle and behaviour, human population behaviour, the acquisition and decay of immunity, heterogeneities in transmission intensity, age profiles of clinical and subclinical infection) can be used to populate complex transmission models that can then be used to design control strategy. However, in many malaria countries reliable data are not available and policy must be formed based on information like an estimate of the average parasite prevalence.
methodsA simple deterministic model, that requires data in the form of a single estimate of parasite prevalence as an input, is developed for the purpose of comparison with other more complex models. The model is designed to include key aspects of malaria transmission and integrated control.
resultsThe simple model is shown to have similar short-term dynamic behaviour to three complex models. The model is used to demonstrate the potential of alternative methods of delivery of controls. The adverse effects on clinical infection and spread of resistance are predicted for failed elimination attempts. Since elimination strategies present an increased risk of the spread of drug resistance, the model is used to demonstrate the population level protective effect of multiple controls against this very serious threat.
conclusionA simple model structure for the elimination of malaria is suitable for situations where data are sparse yet strategy design requirements are urgent with the caveat that more complex models, populated with new data, would provide more information, especially in the long-term.
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