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Human Mobility Networks, Travel Restrictions, and the Global Spread of 2009 H1N1 Pandemic

Overview of attention for article published in PLOS ONE, January 2011
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Title
Human Mobility Networks, Travel Restrictions, and the Global Spread of 2009 H1N1 Pandemic
Published in
PLOS ONE, January 2011
DOI 10.1371/journal.pone.0016591
Pubmed ID
Authors

Paolo Bajardi, Chiara Poletto, Jose J. Ramasco, Michele Tizzoni, Vittoria Colizza, Alessandro Vespignani

Abstract

After the emergence of the H1N1 influenza in 2009, some countries responded with travel-related controls during the early stage of the outbreak in an attempt to contain or slow down its international spread. These controls along with self-imposed travel limitations contributed to a decline of about 40% in international air traffic to/from Mexico following the international alert. However, no containment was achieved by such restrictions and the virus was able to reach pandemic proportions in a short time. When gauging the value and efficacy of mobility and travel restrictions it is crucial to rely on epidemic models that integrate the wide range of features characterizing human mobility and the many options available to public health organizations for responding to a pandemic. Here we present a comprehensive computational and theoretical study of the role of travel restrictions in halting and delaying pandemics by using a model that explicitly integrates air travel and short-range mobility data with high-resolution demographic data across the world and that is validated by the accumulation of data from the 2009 H1N1 pandemic. We explore alternative scenarios for the 2009 H1N1 pandemic by assessing the potential impact of mobility restrictions that vary with respect to their magnitude and their position in the pandemic timeline. We provide a quantitative discussion of the delay obtained by different mobility restrictions and the likelihood of containing outbreaks of infectious diseases at their source, confirming the limited value and feasibility of international travel restrictions. These results are rationalized in the theoretical framework characterizing the invasion dynamics of the epidemics at the metapopulation level.

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Geographical breakdown

Country Count As %
United States 3 <1%
Italy 3 <1%
Brazil 3 <1%
Germany 2 <1%
France 2 <1%
Canada 2 <1%
Hong Kong 1 <1%
Netherlands 1 <1%
Portugal 1 <1%
Other 8 2%
Unknown 377 94%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 89 22%
Student > Master 65 16%
Researcher 49 12%
Student > Bachelor 35 9%
Professor > Associate Professor 22 5%
Other 77 19%
Unknown 66 16%
Readers by discipline Count As %
Medicine and Dentistry 47 12%
Engineering 43 11%
Computer Science 36 9%
Agricultural and Biological Sciences 33 8%
Social Sciences 33 8%
Other 117 29%
Unknown 94 23%