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Journal ArticleDOI

The Social Structure of Political Echo Chambers: Variation in Ideological Homophily in Online Networks

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TLDR
The authors found that both more extreme and more conservative individuals tend to be more homophilous than more liberal and more moderate ones, and they also found that more extreme individuals seek out the company of those who reaffirm, rather than challenge, their views.
Abstract
We predict that people with different political orientations will exhibit systematically different levels of political homophily, the tendency to associate with others similar to oneself in political ideology. Research on personality differences across the political spectrum finds that both more conservative and more politically extreme individuals tend to exhibit greater orientations towards cognitive stability, clarity, and familiarity. We reason that such a “preference for certainty” may make these individuals more inclined to seek out the company of those who reaffirm, rather than challenge, their views. Since survey studies of political homophily face well-documented methodological challenges, we instead test this proposition on a large sample of politically engaged users of the social-networking platform Twitter, whose ideologies we infer from the politicians and policy nonprofits they follow. As predicted, we find that both more extreme and more conservative individuals tend to be more homophilous than more liberal and more moderate ones.

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Citations
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Journal ArticleDOI

Echo Chamber or Public Sphere? Predicting Political Orientation and Measuring Political Homophily in Twitter Using Big Data

TL;DR: In this article, a combination of machine learning and social network analysis was used to classify users as Democrats or as Republicans based on the political content shared by them and investigate political homophily both in the network of reciprocated and non-reciprocated ties.
Journal ArticleDOI

Systematic Literature Review on the Spread of Health-related Misinformation on Social Media

TL;DR: An increasing trend in published articles on health-related misinformation and the role of social media in its propagation is observed, and the most extensively studied topics involving misinformation relate to vaccination, Ebola and Zika Virus, although others, such as nutrition, cancer, fluoridation of water and smoking also featured.
Journal ArticleDOI

Emotion shapes the diffusion of moralized content in social networks

TL;DR: It is shown that the expression of moral emotion is key for the spread of moral and political ideas in online social networks, a process the authors call “moral contagion” and which offers insights into how moral ideas spread within networks during real political discussion.
Journal ArticleDOI

Ideological Asymmetries and the Essence of Political Psychology

TL;DR: This article found that significant ideological asymmetries exist with respect to dogmatism, cognitive/perceptual rigidity, personal needs for order/structure/closure, integrative complexity, tolerance of ambiguity/uncertainty, need for cognition, cognitive reflection, self-deception, and subjective perceptions of threat.
Journal ArticleDOI

Fake news and ideological polarization

TL;DR: In this article, a theoretical analysis of ideological polarization on social media by considering a range of relevant factors is presented. And the assumption that algorithmic curation and personalization systems place users in a filter bubble of content that decreases their likelihood of encountering ideologically cross-cutting news content is reviewed.
References
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Journal ArticleDOI

The Strength of Weak Ties

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Journal ArticleDOI

Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches

TL;DR: In this article, the authors examine the different methods used in the literature and explain when the different approaches yield the same (and correct) standard errors and when they diverge, and give researchers guidance for their use.
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The Authoritarian Personality

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Proceedings ArticleDOI

What is Twitter, a social network or a news media?

TL;DR: In this paper, the authors have crawled the entire Twittersphere and found a non-power-law follower distribution, a short effective diameter, and low reciprocity, which all mark a deviation from known characteristics of human social networks.
Journal ArticleDOI

Political conservatism as motivated social cognition.

TL;DR: The core ideology of conservatism stresses resistance to change and justification of inequality and is motivated by needs that vary situationally and dispositionally to manage uncertainty and threat.
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