A metapopulation model for mass gatherings Application: global travel, Hajj and the spread of measles

Mass gatherings stress local and global health care systems as they bring together individuals from all over the world that have very different health conditions. We firstly provide an overview of the concepts and results of mathematical epidemiology and public health. Secondly, we present an introd...

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Bibliographic Details
Main Author: Menjivar, Liliana
Other Authors: Arino, Julien (Mathematics)
Published: 2013
Subjects:
SIR
ODE
Online Access:http://hdl.handle.net/1993/22178
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spelling ndltd-MANITOBA-oai-mspace.lib.umanitoba.ca-1993-221782014-01-31T03:39:05Z A metapopulation model for mass gatherings Application: global travel, Hajj and the spread of measles Menjivar, Liliana Arino, Julien (Mathematics) Portet, Stéphanie (Mathematics) Koulis, Theo (Statistics) mass gatherings metapopulations Hajj measles global travel Saudi Arabia deterministic systems stochastic processes SLIR SIR public health Mecca mathematical epidemiology ODE CTMC spatial multiple populations single population Mass gatherings stress local and global health care systems as they bring together individuals from all over the world that have very different health conditions. We firstly provide an overview of the concepts and results of mathematical epidemiology and public health. Secondly, we present an introduction to the mathematical modelling of measles using deterministic and stochastic approaches for both single and multiple populations. Lastly, we develop a model for mass gatherings and present an application to measles during the Hajj by studying an SIR deterministic metapopulation model with residency and its stochastic analogue. The models incorporate real world country data and time dependent movement and transmission rates, accounting for realistic volume of international travel and seasonality of measles activity. Numerical results for the deterministic system are presented. We conclude with a discussion on further work. 2013-09-12T13:33:55Z 2013-09-12T13:33:55Z 2013-09-12 http://hdl.handle.net/1993/22178
collection NDLTD
sources NDLTD
topic mass gatherings
metapopulations
Hajj
measles
global travel
Saudi Arabia
deterministic systems
stochastic processes
SLIR
SIR
public health
Mecca
mathematical epidemiology
ODE
CTMC
spatial
multiple populations
single population
spellingShingle mass gatherings
metapopulations
Hajj
measles
global travel
Saudi Arabia
deterministic systems
stochastic processes
SLIR
SIR
public health
Mecca
mathematical epidemiology
ODE
CTMC
spatial
multiple populations
single population
Menjivar, Liliana
A metapopulation model for mass gatherings Application: global travel, Hajj and the spread of measles
description Mass gatherings stress local and global health care systems as they bring together individuals from all over the world that have very different health conditions. We firstly provide an overview of the concepts and results of mathematical epidemiology and public health. Secondly, we present an introduction to the mathematical modelling of measles using deterministic and stochastic approaches for both single and multiple populations. Lastly, we develop a model for mass gatherings and present an application to measles during the Hajj by studying an SIR deterministic metapopulation model with residency and its stochastic analogue. The models incorporate real world country data and time dependent movement and transmission rates, accounting for realistic volume of international travel and seasonality of measles activity. Numerical results for the deterministic system are presented. We conclude with a discussion on further work.
author2 Arino, Julien (Mathematics)
author_facet Arino, Julien (Mathematics)
Menjivar, Liliana
author Menjivar, Liliana
author_sort Menjivar, Liliana
title A metapopulation model for mass gatherings Application: global travel, Hajj and the spread of measles
title_short A metapopulation model for mass gatherings Application: global travel, Hajj and the spread of measles
title_full A metapopulation model for mass gatherings Application: global travel, Hajj and the spread of measles
title_fullStr A metapopulation model for mass gatherings Application: global travel, Hajj and the spread of measles
title_full_unstemmed A metapopulation model for mass gatherings Application: global travel, Hajj and the spread of measles
title_sort metapopulation model for mass gatherings application: global travel, hajj and the spread of measles
publishDate 2013
url http://hdl.handle.net/1993/22178
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