How Message Features and Social Endorsements Affect the Longevity of News Sharing.

Hyun Suk Kim
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引用次数: 12

Abstract

This study examined how message features and social endorsements affect the longevity of audience news sharingby analyzing behavioral data of social retransmission of New York Timeshealth news articles, and associated article content and context data.The results showed that information utility-related message features increased the duration for which articlespromptedemail-based sharing, whereas emotional positivity and controversiality increased the longevity of social media-based sharing. Expressed emotional evocativeness and the absence of death-related words lengthened the duration for which articles prompted both email- and social media-based sharing. Newsretransmission, viaeither email or social media, was more likely to persist when the articles stayed on the "most-emailed" list for a longer time, showingsocial endorsement-driven cumulative advantage effects. The results further revealed synergistic interaction effects between social endorsements and message features. While social endorsements produced strong cumulative-advantage effects on the longevity of news sharing, articles with certain message features that are diagnostic of their inherent share-worthiness generated even stronger effects than those articles that appeared on the "most-emailed" list for the same amount of time but without such features. These features were expressed emotional evocativeness (email-based sharing), the absence of death-related words and exemplification (social media-based sharing).

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信息功能和社会认可如何影响新闻分享的寿命。
本研究通过分析《纽约时报》健康类新闻文章的社交转发行为数据,以及相关文章内容和语境数据,考察了信息特征和社会认可如何影响受众新闻分享的寿命。结果表明,与信息实用程序相关的信息特征增加了文章促使基于电子邮件的分享的持续时间,而情感上的积极性和争议性增加了基于社交媒体的分享的持续时间。表达情感唤起和缺少与死亡相关的词汇延长了文章在电子邮件和社交媒体上的分享时间。通过电子邮件或社交媒体进行的新闻转发,如果文章在“邮件发送最多”列表上停留的时间较长,则更有可能持续下去,这显示出社会认可驱动的累积优势效应。结果进一步揭示了社会认同与信息特征之间的协同交互效应。虽然社会认可对新闻分享的寿命产生了强大的累积优势效应,但具有某些信息特征(可以诊断其固有的分享价值)的文章比那些在相同时间内出现在“最受欢迎”列表但没有这些特征的文章产生的效果更强。这些特征表现为情感唤起(基于电子邮件的分享),缺乏与死亡相关的词汇和例证(基于社交媒体的分享)。
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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