Publications

Publications / SAND Report

Emergent Recursive Multiscale Interaction in Complex Systems

Naugle, Asmeret B.; Doyle, Casey L.; Sweitzer, Matthew; Rothganger, Fredrick R.; Verzi, Stephen J.; Lakkaraju, Kiran L.; Kittinger, Robert; Bernard, Michael L.; Chen, Yuguo C.; Loyal, Joshua L.; Mueen, Abdullah M.

This project studied the potential for multiscale group dynamics in complex social systems, including emergent recursive interaction. Current social theory on group formation and interaction focuses on a single scale (individuals forming groups) and is largely qualitative in its explanation of mechanisms. We combined theory, modeling, and data analysis to find evidence that these multiscale phenomena exist, and to investigate their potential consequences and develop predictive capabilities. In this report, we discuss the results of data analysis showing that some group dynamics theory holds at multiple scales. We introduce a new theory on communicative vibration that uses social network dynamics to predict group life cycle events. We discuss a model of behavioral responses to the COVID-19 pandemic that incorporates influence and social pressures. Finally, we discuss a set of modeling techniques that can be used to simulate multiscale group phenomena.