When Celebrities Speak: A Nationwide Twitter Experiment Promoting Vaccination in Indonesia

Vivi Alatas, Arun G. Chandrasekhar, M. Mobius, B. Olken, C. Paladines
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引用次数: 62

Abstract

Celebrity endorsements are often sought to influence public opinion. We ask whether celebrity endorsement per se has an effect beyond the fact that their statements are seen by many, and whether on net their statements actually lead people to change their beliefs. To do so, we conducted a nationwide Twitter experiment in Indonesia with 46 high-profile celebrities and organizations, with a total of 7.8 million followers, who agreed to let us randomly tweet or retweet content promoting immunization from their accounts. Our design exploits the structure of what information is passed on along a retweet chain on Twitter to parse reach versus endorsement effects. Endorsements matter: tweets that users can identify as being originated by a celebrity are far more likely to be liked or retweeted by users than similar tweets seen by the same users but without the celebrities' imprimatur. By contrast, explicitly citing sources in the tweets actually reduces diffusion. By randomizing which celebrities tweeted when, we find suggestive evidence that overall exposure to the campaign may influence beliefs about vaccination and knowledge of immunization-seeking behavior by one's network. Taken together, the findings suggest an important role for celebrity endorsement.
当名人发言:在印度尼西亚推广疫苗接种的全国性推特实验
经常寻求名人的支持来影响公众舆论。我们的问题是,名人代言本身的影响是否超出了他们的言论被许多人看到的事实,以及他们的言论是否在网络上真的导致人们改变了他们的信仰。为此,我们在印度尼西亚进行了一项全国性的Twitter实验,共有46位知名人士和组织,共有780万粉丝,他们同意让我们从他们的账户中随机发布或转发宣传免疫接种的内容。我们的设计利用了Twitter上转发链上传递的信息结构来分析影响与认可效应。背书很重要:与同一用户看到但没有名人认可的类似推文相比,用户可以识别由名人发起的推文更有可能被点赞或转发。相比之下,在推文中明确引用消息来源实际上减少了传播。通过随机选择哪些名人在什么时候发推文,我们发现了暗示性的证据,表明全面接触该活动可能会影响人们对疫苗接种的看法,以及人们对网络中寻求免疫接种行为的了解。综上所述,这些发现表明了名人代言的重要作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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