G2TT
来源类型Working Paper
规范类型报告
DOI10.3386/w20171
来源IDWorking Paper 20171
Consumer Heterogeneity and Paid Search Effectiveness: A Large Scale Field Experiment
Tom Blake; Chris Nosko; Steven Tadelis
发表日期2014-05-29
出版年2014
语种英语
摘要Internet advertising has been the fastest growing advertising channel in recent years with paid search ads comprising the bulk of this revenue. We present results from a series of large scale field experiments done at eBay that were designed to measure the causal effectiveness of paid search ads. Because search clicks and purchase behavior are correlated, we show that returns from paid search are a fraction of conventional non-experimental estimates. As an extreme case, we show that brand-keyword ads have no measurable short-term benefits. For non-brand keywords we find that new and infrequent users are positively influenced by ads but that more frequent users whose purchasing behavior is not influenced by ads account for most of the advertising expenses, resulting in average returns that are negative.
主题Econometrics ; Experimental Design ; Microeconomics ; Households and Firms ; Industrial Organization ; Market Structure and Firm Performance ; Firm Behavior ; Industry Studies ; Other ; Accounting, Marketing, and Personnel
URLhttps://www.nber.org/papers/w20171
来源智库National Bureau of Economic Research (United States)
引用统计
资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/577844
推荐引用方式
GB/T 7714
Tom Blake,Chris Nosko,Steven Tadelis. Consumer Heterogeneity and Paid Search Effectiveness: A Large Scale Field Experiment. 2014.
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