Sexually Transmitted Diseases

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Sexually Transmitted Diseases:
August 2007 - Volume 34 - Issue 8 - pp 604-612
doi: 10.1097/01.olq.0000258358.13825.a8
Article

Large-Network Concepts and Small-Network Characteristics: Fixed and Variable Factors

Rothenberg, Richard MD; Muth, Stephen Q. BA

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Abstract

Objectives: To compare 15 completed network studies of STD/HIV transmission with regard to their structural characteristics. To determine similarities and differences in the network characteristics in different epidemiologic settings.

Study Design: Combined analysis of nearly 40,000 dyads, using epidemiologic and network analytic methods.

Results: In general, transmitting networks have a right-skewed degree distribution, a large single component, and small world characteristics. They vary with regard to concurrency, assortativity, and transitivity.

Conclusions: The analysis suggests that networks in which transmission takes place have a common network infrastructure, but that the actual level of transmission may be determined by factors specific to a study population. Specific quantitation of the relationship between transmission and network characteristics will require an amalgam of empirical and theoretical methods.

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