Diversity Improves Speed and Accuracy in Social Networks
Physics and Society
2020-11-25 v1 Adaptation and Self-Organizing Systems
Abstract
How does temporally structured private and social information shape collective decisions? To address this question we consider a network of rational agents who independently accumulate private evidence that triggers a decision upon reaching a threshold. When seen by the whole network, the first agent's choice initiates a wave of new decisions; later decisions have less impact. In heterogeneous networks, first decisions are made quickly by impulsive individuals who need little evidence to make a choice, but, even when wrong, can reveal the correct options to nearly everyone else. We conclude that groups comprised of diverse individuals can make more efficient decisions than homogenous ones.
Keywords
Cite
@article{arxiv.2007.05629,
title = {Diversity Improves Speed and Accuracy in Social Networks},
author = {Bhargav Karamched and Megan Stickler and William Ott and Benjamin Lindner and Zachary Kilpatrick and Kresimir Josic},
journal= {arXiv preprint arXiv:2007.05629},
year = {2020}
}
Comments
6 pages, 4 figures