What Determines Viral Phenomenon? Views, Comments and Growth Indicators of TED Talk Videos

Archana Anand Boppolige, A. Gurtoo
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Abstract

Viral phenomenon drives the business and marketing world to achieve an exponential growth through word-of-mouth diffusion process. The diversity of occurrence of the phenomenon, where a product, online videos, or information, technology, an idea or an event could go viral, pose challenge in measuring which performance measure truly captures viral phenomenon. We performed a measurement study using TED talk videos to identify which of the two performance measures, namely views and comments, truly captures and drives a viral phenomenon. We hypothesized that video comments would be a stronger indicator than video views to measure viral phenomenon. Our results reveal a strong correlation between the two video performance measures. However, video views better represents viral videos and therefore a valid indicator for the measurement of viral phenomenon. The insights can help business strategists and marketing managers in decision making on which performance measure needs business focus in driving virality.
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是什么决定了病毒现象?TED演讲视频的浏览量、评论和增长指标
病毒现象通过口碑传播的过程,推动商业和营销领域实现指数级增长。现象发生的多样性,一个产品、在线视频、信息、技术、一个想法或一个事件可能会像病毒一样传播,这对衡量哪种绩效指标真正捕捉病毒现象提出了挑战。我们使用TED演讲视频进行了一项测量研究,以确定两种绩效衡量标准,即浏览量和评论,哪一种真正捕捉并推动了病毒式传播现象。我们假设视频评论比视频浏览量更能衡量病毒式传播现象。我们的研究结果揭示了两个视频性能指标之间的强烈相关性。然而,视频浏览量更能代表病毒视频,因此是衡量病毒现象的有效指标。这些见解可以帮助业务战略家和营销经理做出决策,哪些绩效指标需要业务重点来推动病毒式传播。
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