Literature DB >> 25673302

Impact of human mobility on the periodicities and mechanisms underlying measles dynamics.

Ramona Marguta1, Andrea Parisi2.   

Abstract

Three main mechanisms determining the dynamics of measles have been described in the literature: invasion in disease-free lands leading to import-dependent outbreaks, switching between annual and biennial attractors driven by seasonality, and amplification of stochastic fluctuations close to the endemic equilibrium. Here, we study the importance of the three mechanisms using a detailed geographical description of human mobility. We perform individual-based simulations of an SIR model using a gridded description of human settlements on top of which we implement human mobility according to the radiation model. Parallel computation permits detailed simulations of large areas. Focusing our research on the British Isles, we show that human mobility has an impact on the periodicity of measles outbreaks. Depending on the level of mobility, we observe at the global level multi-annual, annual or biennial cycles. The periodicity observed globally, however, differs from the local epidemic cycles: different locations show different mechanisms at work depending on both population size and mobility. As a result, the periodicities observed locally depend on the interplay between the local population size and human mobility.
© 2015 The Author(s) Published by the Royal Society. All rights reserved.

Entities:  

Keywords:  SIR; human mobility; measles; periodicity

Mesh:

Year:  2015        PMID: 25673302      PMCID: PMC4345498          DOI: 10.1098/rsif.2014.1317

Source DB:  PubMed          Journal:  J R Soc Interface        ISSN: 1742-5662            Impact factor:   4.118


  22 in total

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Authors:  B T Grenfell; O N Bjørnstad; J Kappey
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2.  Understanding the persistence of measles: reconciling theory, simulation and observation.

Authors:  Matt J Keeling; Bryan T Grenfell
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Authors:  A L Lloyd
Journal:  Proc Biol Sci       Date:  2001-05-07       Impact factor: 5.349

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Authors:  Rebecca F Grais; J Hugh Ellis; Gregory E Glass
Journal:  Eur J Epidemiol       Date:  2003       Impact factor: 8.082

5.  Transmission dynamics of the etiological agent of SARS in Hong Kong: impact of public health interventions.

Authors:  Steven Riley; Christophe Fraser; Christl A Donnelly; Azra C Ghani; Laith J Abu-Raddad; Anthony J Hedley; Gabriel M Leung; Lai-Ming Ho; Tai-Hing Lam; Thuan Q Thach; Patsy Chau; King-Pan Chan; Su-Vui Lo; Pak-Yin Leung; Thomas Tsang; William Ho; Koon-Hung Lee; Edith M C Lau; Neil M Ferguson; Roy M Anderson
Journal:  Science       Date:  2003-05-23       Impact factor: 47.728

6.  Scaling laws for the movement of people between locations in a large city.

Authors:  G Chowell; J M Hyman; S Eubank; C Castillo-Chavez
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2003-12-15

7.  Predator-prey cycles from resonant amplification of demographic stochasticity.

Authors:  A J McKane; T J Newman
Journal:  Phys Rev Lett       Date:  2005-06-02       Impact factor: 9.161

8.  Effect of variability in infection period on the persistence and spatial spread of infectious diseases.

Authors:  M J Keeling; B T Grenfell
Journal:  Math Biosci       Date:  1998-01-15       Impact factor: 2.144

9.  The efficiency of measles and pertussis notification in England and Wales.

Authors:  J A Clarkson; P E Fine
Journal:  Int J Epidemiol       Date:  1985-03       Impact factor: 7.196

10.  Changes in the seasonal incidence of measles in Iceland, 1896--1974.

Authors:  A D Cliff; P Haggett
Journal:  J Hyg (Lond)       Date:  1980-12
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  9 in total

1.  Periodicity, synchronization and persistence in pre-vaccination measles.

Authors:  Ramona Marguta; Andrea Parisi
Journal:  J R Soc Interface       Date:  2016-06       Impact factor: 4.118

2.  The impact of supplementary immunization activities on the epidemiology of measles in Tianjin, China.

Authors:  Abram L Wagner; Ying Zhang; Bhramar Mukherjee; Yaxing Ding; Eden V Wells; Matthew L Boulton
Journal:  Int J Infect Dis       Date:  2016-03-10       Impact factor: 3.623

Review 3.  Mathematical models to characterize early epidemic growth: A review.

Authors:  Gerardo Chowell; Lisa Sattenspiel; Shweta Bansal; Cécile Viboud
Journal:  Phys Life Rev       Date:  2016-07-11       Impact factor: 11.025

4.  The 2015 measles outbreak in America: Identified shortcomings and recommendations to the health authorities.

Authors:  Saurabh RamBihariLal Shrivastava; Prateek Saurabh Shrivastava; Jegadeesh Ramasamy
Journal:  Ann Afr Med       Date:  2016 Jan-Mar

5.  Human mobility networks and persistence of rapidly mutating pathogens.

Authors:  Alberto Aleta; Andreia N S Hisi; Sandro Meloni; Chiara Poletto; Vittoria Colizza; Yamir Moreno
Journal:  R Soc Open Sci       Date:  2017-03-15       Impact factor: 2.963

6.  A model for social spreading of Covid-19: Cases of Mexico, Finland and Iceland.

Authors:  Rafael A Barrio; Kimmo K Kaski; Guđmundur G Haraldsson; Thor Aspelund; Tzipe Govezensky
Journal:  Physica A       Date:  2021-07-17       Impact factor: 3.263

7.  Patterns and Limitations of Urban Human Mobility Resilience under the Influence of Multiple Types of Natural Disaster.

Authors:  Qi Wang; John E Taylor
Journal:  PLoS One       Date:  2016-01-28       Impact factor: 3.240

8.  Lessons from a decade of individual-based models for infectious disease transmission: a systematic review (2006-2015).

Authors:  Lander Willem; Frederik Verelst; Joke Bilcke; Niel Hens; Philippe Beutels
Journal:  BMC Infect Dis       Date:  2017-09-11       Impact factor: 3.090

9.  Spatially resolved simulations of the spread of COVID-19 in three European countries.

Authors:  Andrea Parisi; Samuel P C Brand; Joe Hilton; Rabia Aziza; Matt J Keeling; D James Nokes
Journal:  PLoS Comput Biol       Date:  2021-07-20       Impact factor: 4.475

  9 in total

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