Numeric social-media posts engage people with climate science

Ellen Peters, David M Markowitz, Ariel Nadratowski, Brittany Shoots-Reinhard
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Abstract

Innumeracy (lack of math skills) among non-scientists often leads climate scientists and others to avoid communicating numbers due to concerns that the public will not understand them and may disengage. However, people often report preferring to receive numbers; providing them also can improve decisions. Here, we demonstrated that the presence vs absence of at least one Arabic integer in climate-related social-media posts increased sharing up to 31.7% but, counter to hypothesis, decreased liking of messages 5.2% in two pre-registered observational studies (climate scientists on Twitter, N>8 million Tweets; climate subreddit, N>17,000 posts and comments). We speculated that the decreased liking was due, not to reduced engagement, but to more negative feelings towards climate-related content described with numeric precision. A pre-registered within-participant experiment (N=212) then varied whether climate consequences were described using Arabic integers (e.g., “90%”) or another format (e.g., verbal terms, “almost all”). The presence of Arabic integers about consequences led to more sharing, wanting to find out more, and greater trust and perceptions of an expert messenger; perceived trust and expertise appeared to mediate effects on sharing and wanting to find out more. Arabic integers about consequences again led to more negative feelings about the Tweets as if numbers clarified the dismaying magnitude of climate threats. Our results indicate that harnessing the power of numbers could increase public trust and concern regarding this defining issue of our time. Communicators, however, should also consider counteracting associated negative feelings—that could halt action—by providing feasible solutions to increase people’s self-efficacy.
数字社交媒体帖子吸引人们关注气候科学
非科学家的无数学能力(缺乏数学技能)往往导致气候科学家和其他人避免传达数字,因为他们担心公众不理解数字,可能会脱离他们。然而,人们往往表示更愿意接受数字;提供数字还能改善决策。在这里,我们证明了在与气候相关的社交媒体帖子中至少有一个阿拉伯整数与没有阿拉伯整数相比,分享率最高增加了 31.7%,但与假设相反,在两项预先登记的观察研究中(气候科学家在 Twitter 上,N>800 万条推文;climate subreddit,N>17,000 条帖子和评论),信息的喜欢度降低了 5.2%。我们推测,喜欢程度下降的原因不是参与度降低,而是对以精确数字描述的气候相关内容产生了更多负面情绪。然后,一个预先登记的参与者内部实验(N=212)改变了气候后果是使用阿拉伯数字整数(如 "90%")还是其他格式(如口头用语,"几乎全部")来描述的情况。使用阿拉伯语整数表示后果会导致更多的分享、想要了解更多信息、更大的信任和对专家信使的感知;感知到的信任和专业知识似乎对分享和想要了解更多信息有中介作用。关于后果的阿拉伯数字整数再次导致人们对推文产生更多负面情绪,仿佛数字澄清了气候威胁的严重性。我们的研究结果表明,利用数字的力量可以提高公众对这一时代决定性问题的信任和关注。然而,传播者还应考虑通过提供可行的解决方案来提高人们的自我效能感,从而抵消相关的负面情绪--这种情绪可能会阻止人们采取行动。
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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