Literature DB >> 28652356

Emotion shapes the diffusion of moralized content in social networks.

William J Brady1, Julian A Wills1, John T Jost1,2, Joshua A Tucker2,3, Jay J Van Bavel4.   

Abstract

Political debate concerning moralized issues is increasingly common in online social networks. However, moral psychology has yet to incorporate the study of social networks to investigate processes by which some moral ideas spread more rapidly or broadly than others. Here, we show that the expression of moral emotion is key for the spread of moral and political ideas in online social networks, a process we call "moral contagion." Using a large sample of social media communications about three polarizing moral/political issues (n = 563,312), we observed that the presence of moral-emotional words in messages increased their diffusion by a factor of 20% for each additional word. Furthermore, we found that moral contagion was bounded by group membership; moral-emotional language increased diffusion more strongly within liberal and conservative networks, and less between them. Our results highlight the importance of emotion in the social transmission of moral ideas and also demonstrate the utility of social network methods for studying morality. These findings offer insights into how people are exposed to moral and political ideas through social networks, thus expanding models of social influence and group polarization as people become increasingly immersed in social media networks.

Entities:  

Keywords:  emotion; morality; politics; social media; social networks

Mesh:

Year:  2017        PMID: 28652356      PMCID: PMC5514704          DOI: 10.1073/pnas.1618923114

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  15 in total

1.  The CAD triad hypothesis: a mapping between three moral emotions (contempt, anger, disgust) and three moral codes (community, autonomy, divinity).

Authors:  P Rozin; L Lowery; S Imada; J Haidt
Journal:  J Pers Soc Psychol       Date:  1999-04

2.  Emotional selection in memes: the case of urban legends.

Authors:  C Bell; E Sternberg
Journal:  J Pers Soc Psychol       Date:  2001-12

3.  Liberals and conservatives rely on different sets of moral foundations.

Authors:  Jesse Graham; Jonathan Haidt; Brian A Nosek
Journal:  J Pers Soc Psychol       Date:  2009-05

4.  The interactive effect of anger and disgust on moral outrage and judgments.

Authors:  Jessica M Salerno; Liana C Peter-Hagene
Journal:  Psychol Sci       Date:  2013-08-22

5.  The moral emotions: a social-functionalist account of anger, disgust, and contempt.

Authors:  Cendri A Hutcherson; James J Gross
Journal:  J Pers Soc Psychol       Date:  2011-04

Review 6.  Emotional mimicry as social regulation.

Authors:  Ursula Hess; Agneta Fischer
Journal:  Pers Soc Psychol Rev       Date:  2013-01-24

7.  Morality in everyday life.

Authors:  Wilhelm Hofmann; Daniel C Wisneski; Mark J Brandt; Linda J Skitka
Journal:  Science       Date:  2014-09-11       Impact factor: 47.728

8.  Beyond Purity.

Authors:  Roger Giner-Sorolla; Hanah A Chapman
Journal:  Psychol Sci       Date:  2016-12-08

9.  Social cuing of guilt by anger and of shame by disgust.

Authors:  Roger Giner-Sorolla; Pablo Espinosa
Journal:  Psychol Sci       Date:  2010-12-14

10.  Dynamic spread of happiness in a large social network: longitudinal analysis over 20 years in the Framingham Heart Study.

Authors:  James H Fowler; Nicholas A Christakis
Journal:  BMJ       Date:  2008-12-04
View more
  54 in total

Review 1.  Using social and behavioural science to support COVID-19 pandemic response.

Authors:  Jay J Van Bavel; Katherine Baicker; Paulo S Boggio; Valerio Capraro; Aleksandra Cichocka; Mina Cikara; Molly J Crockett; Alia J Crum; Karen M Douglas; James N Druckman; John Drury; Oeindrila Dube; Naomi Ellemers; Eli J Finkel; James H Fowler; Michele Gelfand; Shihui Han; S Alexander Haslam; Jolanda Jetten; Shinobu Kitayama; Dean Mobbs; Lucy E Napper; Dominic J Packer; Gordon Pennycook; Ellen Peters; Richard E Petty; David G Rand; Stephen D Reicher; Simone Schnall; Azim Shariff; Linda J Skitka; Sandra Susan Smith; Cass R Sunstein; Nassim Tabri; Joshua A Tucker; Sander van der Linden; Paul van Lange; Kim A Weeden; Michael J A Wohl; Jamil Zaki; Sean R Zion; Robb Willer
Journal:  Nat Hum Behav       Date:  2020-04-30

2.  Citizens Versus the Internet: Confronting Digital Challenges With Cognitive Tools.

Authors:  Anastasia Kozyreva; Stephan Lewandowsky; Ralph Hertwig
Journal:  Psychol Sci Public Interest       Date:  2020-12

3.  Combining interventions to reduce the spread of viral misinformation.

Authors:  Joseph B Bak-Coleman; Ian Kennedy; Morgan Wack; Andrew Beers; Joseph S Schafer; Emma S Spiro; Kate Starbird; Jevin D West
Journal:  Nat Hum Behav       Date:  2022-06-23

4.  Psychological inoculation improves resilience against misinformation on social media.

Authors:  Jon Roozenbeek; Sander van der Linden; Beth Goldberg; Steve Rathje; Stephan Lewandowsky
Journal:  Sci Adv       Date:  2022-08-24       Impact factor: 14.957

5.  HIV messaging on Twitter: an analysis of current practice and data-driven recommendations.

Authors:  Sophie Lohmann; Benjamin X White; Zhen Zuo; Man-Pui Sally Chan; Alex Morales; Bo Li; Chengxiang Zhai; Dolores Albarracín
Journal:  AIDS       Date:  2018-11-28       Impact factor: 4.177

6.  Conservative and liberal attitudes drive polarized neural responses to political content.

Authors:  Yuan Chang Leong; Janice Chen; Robb Willer; Jamil Zaki
Journal:  Proc Natl Acad Sci U S A       Date:  2020-10-20       Impact factor: 11.205

Review 7.  Mathematical foundations of moral preferences.

Authors:  Valerio Capraro; Matjaž Perc
Journal:  J R Soc Interface       Date:  2021-02-10       Impact factor: 4.118

8.  Categories convey prescriptive information across domains and development.

Authors:  Emily Foster-Hanson; Steven O Roberts; Susan A Gelman; Marjorie Rhodes
Journal:  J Exp Child Psychol       Date:  2021-08-03

9.  Out-group animosity drives engagement on social media.

Authors:  Steve Rathje; Jay J Van Bavel; Sander van der Linden
Journal:  Proc Natl Acad Sci U S A       Date:  2021-06-29       Impact factor: 11.205

Review 10.  Stewardship of global collective behavior.

Authors:  Joseph B Bak-Coleman; Mark Alfano; Wolfram Barfuss; Carl T Bergstrom; Miguel A Centeno; Iain D Couzin; Jonathan F Donges; Mirta Galesic; Andrew S Gersick; Jennifer Jacquet; Albert B Kao; Rachel E Moran; Pawel Romanczuk; Daniel I Rubenstein; Kaia J Tombak; Jay J Van Bavel; Elke U Weber
Journal:  Proc Natl Acad Sci U S A       Date:  2021-07-06       Impact factor: 11.205

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.