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Viral misinformation and echo chambers: the diffusion of rumors about genetically modified organisms on social media

机译:病毒误导和回声室:谣言的扩散关于社交媒体对遗传改性生物的扩散

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Purpose The spread of rumors on social media has caused increasing concerns about an under-informed or even misinformed public when it comes to scientific issues. However, researchers have rarely investigated their diffusion in non-western contexts. This study aims to systematically examine the content and network structure of rumor-related discussions around genetically modified organisms (GMOs) on Chinese social media. Design/methodology/approach This study identified 21,837 rumor-related posts of GMOs on Weibo, one of China's most popular social media platforms. An approach combining social network analysis and content analysis was employed to classify user attitudes toward rumors, measure the level of homophily of their attitudes and examine the nature of their interactions. Findings Though a certain level of homophily existed in the interaction networks, referring to the observed echo chamber effect, Weibo also served as a public forum for GMO discussions in which cross-cutting ties between communities existed. A considerable amount of interactions emerged between the pro- and anti-GMO camps, and most of them involved providing or requesting information, which could mitigate the likelihood of opinion polarization. Moreover, this study revealed the declining role of traditional opinion leaders and pointed toward the need for alternative strategies for efficient fact-checking. Originality/value In general, the findings of this study suggested that microblogging platforms such as Weibo can function as public forums for discussing GMOs that expose users to ideologically cross-cutting viewpoints. This study stands to provide important insights into the viral processes of scientific rumors on social media.
机译:目的,谣言在社交媒体上的传播使得在科学问题方面造成了对知情甚至误导的公众的担忧。然而,研究人员很少研究了他们在非西方语境中的扩散。本研究旨在系统地研究谣言相关讨论的内容和网络结构,围绕中国社交媒体对遗传修饰的生物(GMOS)的相关讨论。设计/方法/方法本研究确定了在中国最受欢迎的社交媒体平台之一的Weibo上的21,837名谣言相关的转基因生物。采用相结合的社会网络分析和内容分析的方法将用户对谣言的态度进行分类,测量其态度的氛围水平并检查其相互作用的性质。调查结果虽然在互动网络中存在一定程度的同性恋,参考观察到的回声室效应,我们还担任了基因转基因讨论的公共论坛,其中存在社区之间的交叉联系。营地和反转基因营地之间的相当数量的互动,以及其中大部分涉及提供或要求信息,这可能会降低意见极化的可能性。此外,这项研究揭示了传统舆论领导人的作用下降,并指出需要替代策略的有效策略。本研究的原创性/价值观,这项研究的结果表明,微博平台,如微博可以作为公共论坛,用于讨论将用户暴露于意识形态跨切割观点的转基因杂志。本研究能够为社交媒体对科学谣言的病毒过程提供重要的见解。

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