The Wisdom of Polarized Crowds

11/29/2017
by   Feng Shi, et al.
0

As political polarization in the United States continues to rise, the question of whether polarized individuals can fruitfully cooperate becomes pressing. Although diversity of individual perspectives typically leads to superior team performance on complex tasks, strong political perspectives have been associated with conflict, misinformation and a reluctance to engage with people and perspectives beyond one's echo chamber. It is unclear whether self-selected teams of politically diverse individuals will create higher or lower quality outcomes. In this paper, we explore the effect of team political composition on performance through analysis of millions of edits to Wikipedia's Political, Social Issues, and Science articles. We measure editors' political alignments by their contributions to conservative versus liberal articles. A survey of editors validates that those who primarily edit liberal articles identify more strongly with the Democratic party and those who edit conservative ones with the Republican party. Our analysis then reveals that polarized teams---those consisting of a balanced set of politically diverse editors---create articles of higher quality than politically homogeneous teams. The effect appears most strongly in Wikipedia's Political articles, but is also observed in Social Issues and even Science articles. Analysis of article "talk pages" reveals that politically polarized teams engage in longer, more constructive, competitive, and substantively focused but linguistically diverse debates than political moderates. More intense use of Wikipedia policies by politically diverse teams suggests institutional design principles to help unleash the power of politically polarized teams.

READ FULL TEXT

page 6

page 10

page 18

page 19

research
04/18/2019

Societal Controversies in Wikipedia Articles

Collaborative content creation inevitably reaches situations where diffe...
research
01/28/2023

Informational Diversity and Affinity Bias in Team Growth Dynamics

Prior work has provided strong evidence that, within organizational sett...
research
09/02/2019

Investigating the Relationship between Multi-Party Linguistic Entrainment, Team Characteristics, and the Perception of Team Social Outcomes

Multi-party linguistic entrainment refers to the phenomenon that speaker...
research
06/27/2023

The Impact of Heterogeneous Shared Leadership in Scientific Teams

Leadership is evolving dynamically from an individual endeavor to shared...
research
01/04/2017

World Literature According to Wikipedia: Introduction to a DBpedia-Based Framework

Among the manifold takes on world literature, it is our goal to contribu...
research
01/13/2018

The Efficiency Gap, Voter Turnout, and the Efficiency Principle

Recently, scholars from law and political science have introduced metric...

Please sign up or login with your details

Forgot password? Click here to reset