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Tweeting the Meeting: An In-Depth Analysis of Twitter Activity at Kidney Week 2011

机译:鸣叫会议:2011年肾脏周Twitter活动深入分析

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摘要

In recent years, the American Society of Nephrology (ASN) has increased its efforts to use its annual conference to inform and educate the public about kidney disease. Social media, including Twitter, has been one method used by the Society to accomplish this goal. Twitter is a popular microblogging service that serves as a potent tool for disseminating information. It allows for short messages (140 characters) to be composed by any author and distributes those messages globally and quickly. The dissemination of information is necessary if Twitter is to be considered a tool that can increase public awareness of kidney disease. We hypothesized that content, citation, and sentiment analyses of tweets generated from Kidney Week 2011 would reveal a large number of educational tweets that were disseminated to the public. An ideal tweet for accomplishing this goal would include three key features: 1) informative content, 2) internal citations, and 3) positive sentiment score. Informative content was found in 29% of messages, greater than that found in a similarly sized medical conference (2011 ADA Conference, 16%). Informative tweets were more likely to be internally, rather than externally, cited (38% versus 22%, p<0.0001), thereby amplifying the original information to an even larger audience. Informative tweets had more negative sentiment scores than uninformative tweets (means −0.162 versus 0.199 respectively, p<0.0001), therefore amplifying a tweet whose content had a negative tone. Our investigation highlights significant areas of promise and improvement in using Twitter to disseminate medical information in nephrology from a scientific conference. This goal is pertinent to many nephrology-focused conferences that wish to increase public awareness of kidney disease.
机译:近年来,美国肾脏病学会(ASN)加大了努力,利用其年度会议向公众宣传和教育肾脏疾病。包括Twitter在内的社交媒体已成为协会实现这一目标的一种方法。 Twitter是一种流行的微博服务,可作为传播信息的有效工具。它允许任何作者编写短消息(140个字符),并在全球范围内快速分发这些消息。如果要将Twitter视为可以提高公众对肾脏疾病意识的工具,则必须传播信息。我们假设从“肾脏周” 2011年产生的推文的内容,引用和情感分析将揭示大量向公众传播的教育性推文。实现此目标的理想推文应包括三个关键特征:1)内容丰富,2)内部引用和3)积极的情绪评分。在29%的消息中发现了信息性内容,高于在类似规模的医学会议中的发现(2011 ADA Conference,16%)。信息性推文更有可能在内部而非外部被引用(38%比22%,p <0.0001),从而将原始信息扩大到更大的受众。信息性推文的负面情绪得分要高于非信息性推文(分别为-0.162和0.199,p <0.0001),从而放大了内容为负面的推文。我们的调查突出显示了在使用Twitter传播来自科学会议的肾脏病医学信息方面的重大希望和改进领域。这个目标与许多以肾脏病为主题的会议有关,这些会议希望提高公众对肾脏疾病的认识。

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