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Responding to Causal Uncertainty in the Twitterverse: When Abstract Language and Social Prominence Increase Message Engagement

Author

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  • Namkoong, Jae-Eun
  • Ro, Joon H.
  • Henderson, Marlone D.

Abstract

Events that capture the public’s attention are saturated with causal uncertainty (i.e., uncertainty about why things happen). Yet, little is known about the type of language that is favored when communicating such events. We study this issue in the context of social media, as social media platforms are powerful tools for communication in politics and business, especially during times of heightened causal uncertainty. When causal uncertainty is high, people should evaluate more favorably messages that help relieve such uncertainty. Germane to our research, previous work has shown that abstract thinking helps reduce causal uncertainty, and that the goal to reduce causal uncertainty increases the desire for abstract thinking. We extend these findings to better understand the role of causal uncertainty in social interactions and message engagement. Using data from natural social media communications and experiments based on high-profile events, we demonstrate that individuals react more positively to abstract (vs. concrete) messages in situations of heightened causal uncertainty. Importantly, this effect is stronger when the message source is socially prominent, and hence, the message carries greater diagnosticity. Our results indicate that increasing the abstractness of a tweet by a standard deviation increases the average number of likes it receives by 10.25% and retweets by 4.07%. When originating from a source with a standard deviation of more followers than the average user, these messages receive 15.80% and 5.98% more likes and retweets, respectively. Beyond the clear managerial implications of our findings, we provide unique insights into why simplified causal explanations for complex problems may win over an audience during times of causal uncertainty.

Suggested Citation

  • Namkoong, Jae-Eun & Ro, Joon H. & Henderson, Marlone D., 2019. "Responding to Causal Uncertainty in the Twitterverse: When Abstract Language and Social Prominence Increase Message Engagement," Journal of Interactive Marketing, Elsevier, vol. 45(C), pages 81-98.
  • Handle: RePEc:eee:joinma:v:45:y:2019:i:c:p:81-98
    DOI: 10.1016/j.intmar.2018.11.002
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    References listed on IDEAS

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    Cited by:

    1. Muñoz, María M. & Rojas-de-Gracia, María-Mercedes & Navas-Sarasola, Carlos, 2022. "Measuring engagement on twitter using a composite index: An application to social media influencers," Journal of Informetrics, Elsevier, vol. 16(4).
    2. Li, Fangxuan (Sam) & Su, Qianqian, 2024. "Influence of awe on tourism activity preferences," Annals of Tourism Research, Elsevier, vol. 107(C).
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    4. Xuefan Dong & Lei Tang, 2025. "Rumor Governance Under Uncertain Conditions: An Evolutionary Game Theory Analysis," Annals of Data Science, Springer, vol. 12(3), pages 1073-1111, June.
    5. Odukorede Odunaiya & Mary Agoyi & Oseyenbhin Sunday Osemeahon, 2020. "Social TV Engagement for Increasing and Sustaining Social TV Viewers," Sustainability, MDPI, vol. 12(12), pages 1-11, June.
    6. Zhang, Xi & Cheng, Yihang & Chen, Aoshuang & Lytras, Miltiadis & de Pablos, Patricia Ordóñez & Zhang, Renyu, 2022. "How rumors diffuse in the infodemic: Evidence from the healthy online social change in China," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    7. Miceli, Gaetano “Nino” & Cardamone, Ernesto & Raimondo, Maria Antonietta, 2025. "Art and science talk different. The effect of language abstractness-concreteness on liking of artistic and scientific products," Journal of Business Research, Elsevier, vol. 199(C).
    8. Nadine Schröder & Carsten D. Schultz & Friederike Paetz & Alicja Grzadziel & Melanie Clegg, 2025. "Unraveling the Influence: Exploring the Role of User Generated Content Along the Customer Journey and Understanding Its Relevance for Research and Practice," Schmalenbach Journal of Business Research, Springer, vol. 77(3), pages 457-496, September.

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