Lean-back and lean-forward online behaviors: The role of emotions in passive versus proactive information diffusion of social media content

[1]  Reginald B. Adams,et al.  Investigating Variation in Replicability: A “Many Labs” Replication Project , 2022 .

[2]  S. Feuerriegel,et al.  Emotions explain differences in the diffusion of true vs. false social media rumors , 2021, Scientific Reports.

[3]  Dennis F. Galletta,et al.  Emotions: The Unexplored Fuel of Fake News on Social Media , 2021, J. Manag. Inf. Syst..

[4]  Emad Shihab,et al.  A Comparison of Natural Language Understanding Platforms for Chatbots in Software Engineering , 2020, IEEE Transactions on Software Engineering.

[5]  George A. Barnett,et al.  Exploring childhood anti-vaccine and pro-vaccine communities on twitter - a perspective from influential users , 2020, Online Soc. Networks Media.

[6]  Neta Kligler-Vilenchik,et al.  Political Polarization on the Digital Sphere: A Cross-platform, Over-time Analysis of Interactional, Positional, and Affective Polarization on Social Media , 2020, Political Communication.

[7]  Miles T. Armaly,et al.  The role of affective orientations in promoting perceived polarization , 2020, Political Science Research and Methods.

[8]  J. Gross,et al.  Digital Emotion Contagion , 2019, Trends in Cognitive Sciences.

[9]  Yonghwan Kim,et al.  Incivility on Facebook and political polarization: The mediating role of seeking further comments and negative emotion , 2019, Comput. Hum. Behav..

[10]  David G. Rand,et al.  Reliance on emotion promotes belief in fake news , 2019, Cognitive research: principles and implications.

[11]  P. Swietojanski,et al.  Benchmarking Natural Language Understanding Services for building Conversational Agents , 2019, IWSDS.

[12]  B. Rimé,et al.  Collective Emotions and Social Resilience in the Digital Traces After a Terrorist Attack , 2018, Psychological science.

[13]  Wei Peng,et al.  Diffusion size and structural virality: The effects of message and network features on spreading health information on twitter , 2018, Computers in Human Behavior.

[14]  Barbara K. Kaye,et al.  News Engagement on Social Media and Democratic Citizenship: Direct and Moderating Roles of Curatorial News Use in Political Involvement , 2018 .

[15]  A. Tasci,et al.  Large sample size, significance level, and the effect size: Solutions to perils of using big data for academic research , 2017 .

[16]  Joshua A. Tucker,et al.  Emotion shapes the diffusion of moralized content in social networks , 2017, Proceedings of the National Academy of Sciences.

[17]  F. Clément,et al.  Social Appraisal and Social Referencing: Two Components of Affective Social Learning , 2017 .

[18]  Stephen Owen,et al.  Liquid love? Dating apps, sex, relationships and the digital transformation of intimacy , 2017 .

[19]  Cheonsoo Kim,et al.  Like, comment, and share on Facebook: How each behavior differs from the other , 2017 .

[20]  O. Hinz,et al.  The Impact of Content Sentiment and Emotionality on Content Virality , 2016 .

[21]  Guido Caldarelli,et al.  Echo Chambers: Emotional Contagion and Group Polarization on Facebook , 2016, Scientific Reports.

[22]  Y. Kashima,et al.  A Multimodal Theory of Affect Diffusion. , 2015, Psychological bulletin.

[23]  Michael C. Frank,et al.  Estimating the reproducibility of psychological science , 2015, Science.

[24]  Emilio Ferrara,et al.  Measuring Emotional Contagion in Social Media , 2015, PloS one.

[25]  Yamir Moreno,et al.  Sentiment cascades in the 15M movement , 2015, EPJ Data Science.

[26]  Jusheng Yu,et al.  We Look for Social, Not Promotion: Brand Post Strategy, Consumer Emotions, and Engagement - A Case Study of the Facebook Brand Pages , 2014 .

[27]  Jeffrey T. Hancock,et al.  Experimental evidence of massive-scale emotional contagion through social networks , 2014, Proceedings of the National Academy of Sciences.

[28]  Malcolm R. Parks Big Data in Communication Research: Its Contents and Discontents , 2014 .

[29]  Adam D. I. Kramer,et al.  Detecting Emotional Contagion in Massive Social Networks , 2014, PloS one.

[30]  U. Hess,et al.  Emotional mimicry: why and when we mimic emotions , 2014 .

[31]  Karen Nelson-Field,et al.  The Emotions that Drive Viral Video , 2013 .

[32]  Christian von Scheve,et al.  Towards a Theory of Collective Emotions , 2013 .

[33]  Stefan Stieglitz,et al.  Emotions and Information Diffusion in Social Media—Sentiment of Microblogs and Sharing Behavior , 2013, J. Manag. Inf. Syst..

[34]  Robert A. Cribbie,et al.  Multiplicity Control in Structural Equation Modeling: Incorporating Parameter Dependencies , 2013 .

[35]  Stefan Stieglitz,et al.  Impact and Diffusion of Sentiment in Political Communication - An Empirical Analysis of Political Weblogs , 2012, ICWSM.

[36]  Katherine L. Milkman,et al.  What Makes Online Content Viral? , 2012 .

[37]  P. Ekman,et al.  What is Meant by Calling Emotions Basic , 2011 .

[38]  C. Izard Forms and Functions of Emotions: Matters of Emotion–Cognition Interactions , 2011 .

[39]  R. Levenson Basic Emotion Questions , 2011 .

[40]  Jonah A. Berger Arousal Increases Social Transmission of Information , 2011, Psychological science.

[41]  Lars Kai Hansen,et al.  Good Friends, Bad News - Affect and Virality in Twitter , 2011, ArXiv.

[42]  D. Muntinga,et al.  Introducing COBRAs , 2011 .

[43]  Mike Thelwall,et al.  Negative emotions boost user activity at BBC forum , 2010, 1011.5459.

[44]  Robin L. Nabi The Case for Emphasizing Discrete Emotions in Communication Research , 2010 .

[45]  Pablo Boczkowski,et al.  Online news consumption research: An assessment of past work and an agenda for the future , 2010, New Media Soc..

[46]  P. Valkenburg,et al.  The Effects of Instant Messaging on the Quality of Adolescents’ Existing Friendships: A Longitudinal Study , 2009 .

[47]  Y. Kashima,et al.  Talking about Others: Emotionality and the Dissemination of Social Information , 2009 .

[48]  R. T. Kellogg,et al.  Cognitive effort during note taking , 2005 .

[49]  A. Manstead,et al.  Social sharing of emotion following exposure to a negatively valenced situation , 2000 .

[50]  J. Russell,et al.  Core affect, prototypical emotional episodes, and other things called emotion: dissecting the elephant. , 1999, Journal of personality and social psychology.

[51]  P. Ekman An argument for basic emotions , 1992 .

[52]  C. W. Hughes Emotion: Theory, Research and Experience , 1982 .

[53]  Kunpeng Zhang,et al.  A Survey of Information Cascade Analysis: Models, Predictions, and Recent Advances , 2021, ACM Computing Surveys (CSUR).

[54]  E. Halperin,et al.  Beyond emotional similarity: The role of situation-specific motives. , 2018, Journal of experimental psychology. General.

[55]  M. Laeeq Khan Social media engagement: What motivates user participation and consumption on YouTube? , 2017, Comput. Hum. Behav..