Understanding Polarization: Meaning, Measures, and Model Evaluation

Philosophy of Science 84 (1):115-159 (2017)
  Copy   BIBTEX

Abstract

Polarization is a topic of intense interest among social scientists, but there is significant disagreement regarding the character of the phenomenon and little understanding of underlying mechanics. A first problem, we argue, is that polarization appears in the literature as not one concept but many. In the first part of the article, we distinguish nine phenomena that may be considered polarization, with suggestions of appropriate measures for each. In the second part of the article, we apply this analysis to evaluate the types of polarization generated by the three major families of computational models proposing specific mechanisms of opinion polarization.

Similar books and articles

Scientific polarization.Cailin O’Connor & James Owen Weatherall - 2017 - European Journal for Philosophy of Science 8 (3):855-875.
Persistent Disagreement and Polarization in a Bayesian Setting.Michael Nielsen & Rush T. Stewart - 2021 - British Journal for the Philosophy of Science 72 (1):51-78.
The dynamics of group polarization.Carlo Proietti - 2017 - In Alexandru Baltag, Jeremy Seligman & Tomoyuki Yamada (eds.), Logic, Rationality, and Interaction. LORI 2017. Lecture Notes in Computer Science, vol 10455. Springer. pp. 195-208.
Understanding Group Polarization with Bipolar Argumentation Frameworks.Carlo Proietti - 2016 - Frontiers in Artificial Intelligence and Applications 287.

Analytics

Added to PP
2021-03-08

Downloads
390 (#49,629)

6 months
195 (#13,681)

Historical graph of downloads
How can I increase my downloads?

Author Profiles

Daniel J. Singer
University of Pennsylvania
Aaron Bramson
University of Michigan, Ann Arbor (PhD)
Patrick Grim
University of Michigan, Ann Arbor
2 more

References found in this work

The social construction of what?Ian Hacking - 1999 - Cambridge, Mass: Harvard University Press.
.Michèle Friend - 2013 - Les Cahiers D'Ithaque.
A formal theory of social power.John R. P. French - 1956 - Psychological Review 63 (3):181-194.

Add more references