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Social and Behavioral Sciences Commons™
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Full-Text Articles in Social and Behavioral Sciences
The Impact Of Contact Tracing On The Spread Of Covid-19: An Egocentric Agent-Based Model, Andrew Pilny, Lin Xiang, Corey Huber, Will Silberman, Sean Goatley-Soan
The Impact Of Contact Tracing On The Spread Of Covid-19: An Egocentric Agent-Based Model, Andrew Pilny, Lin Xiang, Corey Huber, Will Silberman, Sean Goatley-Soan
Communication Faculty Publications
At its core, contact tracing is a form of egocentric network analysis (ENA). One of the biggest obstacles for ENA is informant accuracy (i.e., amount of true contacts identified), which is even more prominent for interaction-based network ties because they often represent episodic relational events, rather than enduring relational states. This research examines the effect of informant accuracy on the spread of COVID-19 through an egocentric, agent-based model. Overall when the average person transmits COVID-19 to 1.62 other people (i.e., the R0), they must be, on average, 75% accurate with naming their contacts. In higher transmission contexts (i.e., …
An Egocentric Network Contact Tracing Experiment: Testing Different Procedures To Elicit Contacts And Places, Andrew Pilny, C. Joseph Huber
An Egocentric Network Contact Tracing Experiment: Testing Different Procedures To Elicit Contacts And Places, Andrew Pilny, C. Joseph Huber
Communication Faculty Publications
Contact tracing is one of the oldest social network health interventions used to reduce the diffusion of various infectious diseases. However, some infectious diseases like COVID-19 amass at such a great scope that traditional methods of conducting contact tracing (e.g., face-to-face interviews) remain difficult to implement, pointing to the need to develop reliable and valid survey approaches. The purpose of this research is to test the effectiveness of three different egocentric survey methods for extracting contact tracing data: (1) a baseline approach, (2) a retrieval cue approach, and (3) a context-based approach. A sample of 397 college students were randomized …