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Social contact networks for the spread of pandemic influenza in children and teenagers

Journal Article · · BMC Public Health (Online)
 [1];  [2]
  1. Albuquerque Public Schools, Albuquerque, NM (United States); DOE/OSTI
  2. National Infrastructure simulation and Analysis Center (NISAC); Sandia National Lab. (SNL-NM), Albuquerque, NM (United States); Los Alamos National Lab. (LANL), Los Alamos, NM (United States)

Background: Influenza is a viral infection that primarily spreads via fluid droplets from an infected person's coughs and sneezes to others nearby. Social contact networks and the way people interact within them are thus important to its spread. We developed a method to characterize the social contact network for the potential transmission of influenza and then applied the method to school aged children and teenagers. Methods: Surveys were administered to students in an elementary, middle and high-school in the United States. The social contact network of a person was conceptualized as a set of groups to which they belong (e.g., households, classes, clubs) each composed of a sub-network of primary links representing the individuals within each group that they contact. The size of the group, number of primary links, time spent in the group, and level of contact along each primary link (near, talking, touching, or kissing) were characterized. Public activities done by groups venturing into the community where random contacts occur (e.g., friends viewing a movie) also were characterized. Results: Students, groups and public activities were highly heterogeneous. Groups with high potential for the transmission of influenza were households, school classes, friends, and sports; households decreased and friends and sports increased in importance with grade level. Individual public activity events (such as dances) were also important but lost their importance when averaged over time. Random contacts, primarily in school passing periods, were numerous but had much lower transmission potential compared to those with primary links within groups. Students are highly assortative, interacting mainly within age class. A small number of individual students are identified as likely "super-spreaders". Conclusion: High-school students may form the local transmission backbone of the next pandemic. Closing schools and keeping students at home during a pandemic would remove the transmission potential within these ages and could be effective at thwarting its spread within a community. Social contact networks characterized as groups and public activities with the time, level of contact and primary links within each, yields a comprehensive view, which if extended to all ages, would allow design of effective community containment for pandemic influenza.

Research Organization:
Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER). Biological Systems Science Division
Grant/Contract Number:
AC04-94AL85000
OSTI ID:
1626536
Journal Information:
BMC Public Health (Online), Journal Name: BMC Public Health (Online) Journal Issue: 1 Vol. 8; ISSN 1471-2458
Publisher:
BioMed CentralCopyright Statement
Country of Publication:
United States
Language:
English

References (18)

Informant accuracy in social network data III: A comparison of triadic structure in behavioral and cognitive data journal January 1979
2007 Guideline for Isolation Precautions: Preventing Transmission of Infectious Agents in Health Care Settings journal December 2007
Risk factors of influenza transmission in households journal June 2004
Measuring personal networks with daily contacts: a single-item survey question and the contact diary journal July 2005
Social mixing patterns for transmission models of close contact infections: exploring self-evaluation and diary-based data collection through a web-based interface journal May 2006
Uncovering the overlapping community structure of complex networks in nature and society journal June 2005
Strategies for containing an emerging influenza pandemic in Southeast Asia journal August 2005
Mitigation strategies for pandemic influenza in the United States journal April 2006
The effect of public health measures on the 1918 influenza pandemic in U.S. cities journal April 2007
Using Data on Social Contacts to Estimate Age-specific Transmission Parameters for Respiratory-spread Infectious Agents journal September 2006
Containing Pandemic Influenza at the Source journal August 2005
Burden of influenza in healthy children and their households journal November 2004
Targeted Social Distancing Designs for Pandemic Influenza journal January 2006
Pandemic influenza: Studying the lessons of history text January 2007
Forgetting in the recall-based elicitation of personal and social networks journal May 2000
Contact Diaries: Building Archives of Actual and Comprehensive Personal Networks journal May 2007
Mixing patterns and the spread of close-contact infectious diseases journal August 2006
Nonpharmaceutical Influenza Mitigation Strategies, US Communities, 1918–1920 Pandemic journal January 2006

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A high-resolution human contact network for infectious disease transmission journal December 2010
Household economic impact and attitudes toward school closures in two cities in Argentina during the 2009 influenza A (H1N1) pandemic: Household impact of school closures in Argentina journal November 2012
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Reconstructing the 2003/2004 H3N2 influenza epidemic in Switzerland with a spatially explicit, individual-based model journal May 2011
Knowledge and attitudes of university students toward pandemic influenza: a cross-sectional study from Turkey journal July 2010
Including the public in pandemic planning: a deliberative approach journal August 2010
Temporal patterns of influenza A subtypes and B lineages across age in a subtropical city, during pre-pandemic, pandemic, and post-pandemic seasons journal January 2019
Study design and protocol for investigating social network patterns in rural and urban schools and households in a coastal setting in Kenya using wearable proximity sensors journal January 2019
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High-Resolution Measurements of Face-to-Face Contact Patterns in a Primary School journal August 2011
Quantifying Age-Related Rates of Social Contact Using Diaries in a Rural Coastal Population of Kenya journal August 2014
Networks of face-to-face social contacts in Niakhar, Senegal journal August 2019
Reconstructing the 2003/2004 H3N2 influenza epidemic in Switzerland with a spatially explicit, individual-based model text January 2010
High-resolution measurements of face-to-face contact patterns in a primary school text January 2011

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