点击订阅按钮!- YouTube上第三方产品评论市场的演变

Gábor Murai, O. Kovács
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摘要

论文的目的近年来,我们可以看到第三方产品审稿人市场的审稿人数量激增。这个市场的结构对公司和消费者来说都是一个重要因素,因为很少有强大的参与者能够控制围绕产品的叙述。因此,我们研究的主要目标是通过揭示评论者增长背后的驱动因素来探索这个市场的市场结构。我们收集了来自YouTube API的英语技术产品评论频道的每日数据,为期106天,以衡量产品评论如何随着时间的推移而增长,并估计分层回归以探索增长过程的驱动因素。我们发现(1)大频道增长更快,这意味着一个乘法增长过程,(2)突破性视频促进了这一过程,(3)观众的平均透露价与订阅者数量的增长有显著的联系。鉴于产品评论对消费者决策的已知影响,了解这种免费媒体的规模和结构对营销人员来说至关重要。因此,我们的结果和含义最适用于拥有吸引大量产品评论需求和供应的产品的公司。
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Smash that subscribe button! – The evolution of the third-party product reviewer market on YouTube
THE AIM OF THE PAPER In recent years, we could observe a boom in the number of reviewers in the third-party product reviewer market. The structure of this market is an important factor for both firms and consumers as few strong participants could control the narrative around the products. Thus, the main goal of our study is to explore the market structure of this market by shedding light on the drivers behind the growth of the reviewers. METHODOLOGY We collected daily data on English language technology product reviewer channels from YouTube API over a 106-day time window to measure how product reviewers grow over time and estimated hierarchical regression to explore the drivers of the growth process. MOST IMPORTANT RESULTS We found that (1) big channels grow faster, implying a multiplicative growth process, (2) breakthrough videos boost this process, and (3) the audience’s average revealed valence has a significant connection with the subscriber count increase. RECOMMENDATIONS Given the known impact of product reviews on consumers’ decisions, understanding the size and structure of this earned media is key for marketers. Thus, our results and implications are most applicable for firms with products that attract significant demand and supply of product reviews.
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