Rumor retransmission on Twitter : message characteristics, user characteristics and retransmission outcomes
This paper seeks to depict online rumor retransmission using three main constructs, namely, message characteristics, user characteristics and retransmission outcomes. In particular, it teases retransmission outcomes into volume, immediacy and lifespan of rumor tweets. The dataset was drawn from 322...
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sg-ntu-dr.10356-1443402020-10-29T04:43:39Z Rumor retransmission on Twitter : message characteristics, user characteristics and retransmission outcomes Chua, Alton Yeow Kuan Chen, Xiaoyu Wee Kim Wee School of Communication and Information Social sciences::Communication Fake News Rumor This paper seeks to depict online rumor retransmission using three main constructs, namely, message characteristics, user characteristics and retransmission outcomes. In particular, it teases retransmission outcomes into volume, immediacy and lifespan of rumor tweets. The dataset was drawn from 322 original Twitter messages which generated some 5,700 retweets about the rumored death of Lee Kuan Yew (LKY). Content analysis and statistical tests were conducted. The results confirm the robustness of the research model. Specifically, rumor message characteristics affect retransmission in terms of volume, immediacy and lifespan. Additionally, user characteristics are positively related to volume and immediacy. Finally, user characteristics have a moderating effect on the relationships between rumor message characteristics and retransmission outcomes. This paper illustrates the applicability of the information diffusion model on online rumor retransmission which hitherto has yet to be attempted. Moreover, it granularizes the concept of online rumor retransmission into three important outcomes, namely, volume, immediacy and lifespan. On the practical front, this paper has implications for organizations seeking to combat rumors. Ministry of Education (MOE) Published version 2020-10-29T04:43:39Z 2020-10-29T04:43:39Z 2020 Journal Article Chua, A. Y. K., & Chen, X. (2020). Rumor retransmission on Twitter : message characteristics, user characteristics and retransmission outcomes. Journal of Digital Information Management, 18(1), 21-32. doi:10.6025/jdim/2020/18/1/21-32 0972-7272 https://hdl.handle.net/10356/144340 10.6025/jdim/2020/18/1/21-32 1 18 21 32 en Journal of Digital Information Management © 2020 Digital Information Research Foundation. All rights reserved.This paper was published in Journal of Digital Information Management and is made available with permission of Digital Information Research Foundation. application/pdf |
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Social sciences::Communication Fake News Rumor Chua, Alton Yeow Kuan Chen, Xiaoyu Rumor retransmission on Twitter : message characteristics, user characteristics and retransmission outcomes |
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This paper seeks to depict online rumor retransmission using three main constructs, namely, message characteristics, user characteristics and retransmission outcomes. In particular, it teases retransmission outcomes into volume, immediacy and lifespan of rumor tweets. The dataset was drawn from 322 original Twitter messages which generated some 5,700 retweets about the rumored death of Lee Kuan Yew (LKY). Content analysis and statistical tests were conducted. The results confirm the robustness of the research model. Specifically, rumor message characteristics affect retransmission in terms of volume, immediacy and lifespan. Additionally, user characteristics are positively related to volume and immediacy. Finally, user characteristics have a moderating effect on the relationships between rumor message characteristics and retransmission outcomes. This paper illustrates the applicability of the information diffusion model on online rumor retransmission which hitherto has yet to be attempted. Moreover, it granularizes the concept of online rumor retransmission into three important outcomes, namely, volume, immediacy and lifespan. On the practical front, this paper has implications for organizations seeking to combat rumors. |
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Wee Kim Wee School of Communication and Information |
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Wee Kim Wee School of Communication and Information Chua, Alton Yeow Kuan Chen, Xiaoyu |
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Article |
author |
Chua, Alton Yeow Kuan Chen, Xiaoyu |
author_sort |
Chua, Alton Yeow Kuan |
title |
Rumor retransmission on Twitter : message characteristics, user characteristics and retransmission outcomes |
title_short |
Rumor retransmission on Twitter : message characteristics, user characteristics and retransmission outcomes |
title_full |
Rumor retransmission on Twitter : message characteristics, user characteristics and retransmission outcomes |
title_fullStr |
Rumor retransmission on Twitter : message characteristics, user characteristics and retransmission outcomes |
title_full_unstemmed |
Rumor retransmission on Twitter : message characteristics, user characteristics and retransmission outcomes |
title_sort |
rumor retransmission on twitter : message characteristics, user characteristics and retransmission outcomes |
publishDate |
2020 |
url |
https://hdl.handle.net/10356/144340 |
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1683493466275840000 |