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.
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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