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

BackgroundInfluenza 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.MethodsSurveys 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.ResultsStudents, 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".ConclusionHigh-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.

[1]  B. Sigurdsson,et al.  Experience with influenza vaccination in Iceland, 1957. , 1959, Bulletin of the World Health Organization.

[2]  H FUKUMI,et al.  Summary report on the Asian influenza epidemic in Japan, 1957. , 1959, Bulletin of the World Health Organization.

[3]  P. Killworth,et al.  Informant Accuracy in Social Network Data , 1976 .

[4]  P. Killworth,et al.  Informant accuracy in social network data III: A comparison of triadic structure in behavioral and cognitive data , 1979 .

[5]  Duncan J. Watts,et al.  Collective dynamics of ‘small-world’ networks , 1998, Nature.

[6]  Devon D. Brewer,et al.  Forgetting in the recall-based elicitation of personal and social networks , 2000, Soc. Networks.

[7]  M. Newman,et al.  Why social networks are different from other types of networks. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.

[8]  C. Bridges,et al.  Transmission of influenza: implications for control in health care settings. , 2003, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[9]  Duncan J. Watts,et al.  Six Degrees: The Science of a Connected Age , 2003 .

[10]  R. Gasparini,et al.  Burden of influenza in healthy children and their households , 2004, Archives of Disease in Childhood.

[11]  Cécile Viboud,et al.  Risk factors of influenza transmission in households. , 2004, The British journal of general practice : the journal of the Royal College of General Practitioners.

[12]  Yang-chih Fu,et al.  Measuring personal networks with daily contacts: a single-item survey question and the contact diary , 2005, Soc. Networks.

[13]  A. Nizam,et al.  Containing Pandemic Influenza at the Source , 2005, Science.

[14]  T. Vicsek,et al.  Uncovering the overlapping community structure of complex networks in nature and society , 2005, Nature.

[15]  D. Cummings,et al.  Strategies for containing an emerging influenza pandemic in Southeast Asia , 2005, Nature.

[16]  Laura M. Glass,et al.  Targeted Social Distancing Designs for Pandemic Influenza , 2006, Emerging infectious diseases.

[17]  J Wallinga,et al.  Mixing patterns and the spread of close-contact infectious diseases , 2006, Emerging themes in epidemiology.

[18]  Howard Markel,et al.  Nonpharmaceutical Influenza Mitigation Strategies, US Communities, 1918–1920 Pandemic , 2006, Emerging infectious diseases.

[19]  M. Kretzschmar,et al.  Using data on social contacts to estimate age-specific transmission parameters for respiratory-spread infectious agents. , 2006, American journal of epidemiology.

[20]  M Aerts,et al.  Social mixing patterns for transmission models of close contact infections: exploring self-evaluation and diary-based data collection through a web-based interface , 2006, Epidemiology and Infection.

[21]  C. Macken,et al.  Mitigation strategies for pandemic influenza in the United States. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[22]  D. Cummings,et al.  Strategies for mitigating an influenza pandemic , 2006, Nature.

[23]  Neil M. Ferguson,et al.  The effect of public health measures on the 1918 influenza pandemic in U.S. cities , 2007, Proceedings of the National Academy of Sciences.

[24]  M. Jackson,et al.  2007 Guideline for Isolation Precautions: Preventing Transmission of Infectious Agents in Health Care Settings , 2007, American Journal of Infection Control.

[25]  Yang-chih Fu,et al.  Contact Diaries , 2007 .

[26]  M. Lipsitch,et al.  Public health interventions and epidemic intensity during the 1918 influenza pandemic , 2007, Proceedings of the National Academy of Sciences.

[27]  R. Mikolajczyk,et al.  Social contacts of school children and the transmission of respiratory-spread pathogens , 2007, Epidemiology and Infection.

[28]  憲 大久保 Guideline for isolation precautions: preventing transmission of infectious agents in healthcare settings 2007 , 2008 .