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The “Need for Chaos” and Motivations to Share Hostile Political Rumors

Published online by Cambridge University Press:  17 February 2023

MICHAEL BANG PETERSEN*
Affiliation:
Aarhus University, Denmark
MATHIAS OSMUNDSEN*
Affiliation:
Aarhus University, Denmark
KEVIN ARCENEAUX*
Affiliation:
Sciences Po Paris, France
*
Michael Bang Petersen, Professor, Department of Political Science, Aarhus University, Denmark, michael@ps.au.dk.
Mathias Osmundsen, Assistant Professor, Department of Political Science, Aarhus University, Denmark, ma.osmundsen@gmail.com.
Kevin Arceneaux, Professor, Center for Political Research (CEVIPOF), Sciences Po Paris, France, kevin.arceneaux@sciencespo.fr.
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Abstract

Why are some people motivated to circulate hostile political information? While prior studies have focused on partisan motivations, we demonstrate that some individuals circulate hostile rumors because they wish to unleash chaos to “burn down” the entire political order in the hope they gain status in the process. To understand this psychology, we theorize and measure a novel psychological state, the Need for Chaos, emerging in an interplay of social marginalization and status-oriented personalities. Across eight studies of individuals living in the United States, we show that this need is a strong predictor of motivations to share hostile political rumors, even after accounting for partisan motivations, and can help illuminate differences and commonalities in the frustrations of both historically privileged and marginalized groups. To stem the tide of hostility on social media, the present findings suggest that real-world policy solutions are needed to address social frustrations in the United States.

Information

Type
Research Article
Creative Commons
Creative Common License - CCCreative Common License - BY
This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0), which permits unrestricted re-use, distribution and reproduction, provided the original article is properly cited.
Copyright
© The Author(s), 2023. Published by Cambridge University Press on behalf of the American Political Science Association
Figure 0

Table 1. Overview of Studies

Figure 1

Figure 1. Overview of the Relationship between the Theoretical Model and Six Empirical Tests

Figure 2

Table 2. Final Items of the Need for Chaos Scale

Figure 3

Figure 2. Distributions of Need for Chaos and Alternative MeasureNote: The figure displays histograms of Need for Chaos (left) and alternative NFCChaos-R measure with two reverse-coded items (right).

Figure 4

Figure 3. Estimated Regression Coefficients from Models That Examine the Relationship between the Need for Chaos (Top) and Partisanship (Bottom) and the Motivation to Believe (Left) and Share (Right) Hostile Political Rumors about Democratic (Black) and Republican (Gray) ElitesNote: The horizontal bands give 95% confidence intervals. Dependent variables scaled to range from 0 to 1, with higher values indicating greater belief and intention to share the rumors. The Need for Chaos has been z-scored. Partisanship is a dichotomous variable (0 = Republican Identifier; 1 = Democratic Identifier). All models adjust for education, gender, income, age, and race.

Figure 5

Figure 4. Estimated Regression Coefficients from Models That Examine the Relationship between the Need for Chaos and the Motivation to Believe (Left) and Share (Right) Hostile Political Rumors about Democratic (Black) and Republican (Gray) Elites among Democratic (Top) and Republican Identifiers (Bottom)Note: The horizontal bands give 95% confidence intervals. Dependent variables scaled to range from 0 to 1, with higher values indicating greater belief and intention to share the rumors. The Need for Chaos has been z-scored. All models adjust for education, gender, income, age, and race.

Figure 6

Figure 5. Estimated Regression Coefficients for Association between Need for Chaos and Four Motivations for Sharing Hostile Political Rumors: (1) because the Story Is True, (2) to Mobilize against Disliked Groups, (3) because the Story Has Major Consequences If True, and (4) to Amuse FriendsNote: The horizontal bands give 95% confidence intervals. Dependent variables scaled to range from 0 to 1. The Need for Chaos has been standardized. All models adjust for gender, age, education, and race.

Figure 7

Figure 6. Predicted Values from Regression Models That Regress Motivations for Sharing Rumors about Democrats (Upper Panels) and Republicans (Lower Panels) on the Need for Chaos (X-Axis) among Democratic (Black Lines) and Republican (Gray Lines) IdentifiersNote: Dependent variables have been scaled to range from 0 to 1. The Need for Chaos has been z-scored. Histograms show the distribution of the Need for Chaos and the number of Democratic and Republican identifiers at each bin. All models adjust for gender, age, ethnicity, education, and the interactions between the covariates and the Need for Chaos. The predictions are made by setting covariates equal to their mean (continuous covariate) or median (categorical covariate) value.

Figure 8

Figure 7. (a) Estimated Regression Coefficients with 95% Confidence Intervals from Models That Regress Need for Chaos on Status-Driven Risk-Taking, Loneliness and Perceived Social Status without Interaction Terms. (b,c) Marginal Effect of Status-Driven Risk-Taking on Need for Chaos, Conditional on Perceived Social Status and LonelinessNote: The hollow circles give marginal effects from a binning estimator that discretizes the data into five equally sized bins (Source: Hainmueller, Mummulo, and Xu 2019). The models adjust for gender, age, educational level, and race. In all panels, the Need for Chaos has been scaled to range from 0 to 1, whereas the independent variables have been z-scored.

Figure 9

Figure 8. Estimated Regression Coefficients with 95% Confidence Intervals from the Model That Regress Need for Chaos on Four Measures of StatusNote: The models adjust for gender, age, educational level, and race. Need for Chaos has been scaled to range from 0 to 1, whereas the status measures have been z-scored.

Figure 10

Figure 9. Average Level of the Need for Chaos (Left) and Status Concerns (Right) among Sociodemographic SubgroupsNote: Status Concerns and the Need for Chaos have been scaled to range from 0 to 1. The horizontal bands give 95% confidence intervals.

Figure 11

Figure 10. Estimated Regression Coefficients for the Association between Status Concerns and the Need for Chaos among Demographic SubgroupsNote: The Need for Chaos has been scaled to range from 0 to 1, whereas the four measures of status concerns have been z-scored. The horizontal bands give 95% confidence intervals.

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