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Attributes Associated with HIV Risk Behaviors in a Network-Based Study of People Who Inject Drugs
Valerie Ryan1, TingFang Lee2, Daniele Piovani3,4
1Department of Computer Science and Statistics, University of Rhode Island, Kingston, RI, USA.
People who inject drugs (PWID) form network connections with similar individuals, increasing HIV transmission risk. Interventions should address factors like housing instability in these networks.
Area of Science:
- Epidemiology
- Social Network Analysis
- Public Health
Background:
- People who inject drugs (PWID) participate in social and drug-use networks, increasing HIV transmission risk through unprotected sex or shared equipment.
- Understanding network structures is crucial for controlling HIV transmission within these populations.
Purpose of the Study:
- To identify attributes associated with network connections among PWID during an HIV outbreak in Athens, Greece (2013-2015).
Main Methods:
- Utilized data from the Transmission Reduction Intervention Project (TRIP), a network-based HIV prevention intervention.
- Employed descriptive network statistics and Exponential Random Graph Models (ERGMs) to analyze individual attributes and risk ties among PWID.
Main Results:
- The network comprised 356 participants and 542 connections; participants had a mean age of 36, were predominantly male (79%), and 23% were homeless.
- Network analysis revealed positive degree assortativity, indicating participants connected with others of similar network size.
- ERGMs demonstrated that PWID were more likely to form connections with similar individuals based on sex, nationality, and housing status (e.g., homelessness).
Conclusions:
- Network analysis using ERGMs confirmed that individuals within PWID networks tend to form ties with similar others beyond chance.
- Identified housing instability as a significant factor influencing network ties among PWID in Athens.
- Recommended future longitudinal studies and consideration of identified factors in intervention development for PWID networks.
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