Author List: Li, Xitong;
Journal of Management Information Systems, 2016, Volume 33, Issue 1, Page 171-201.
It is by now almost accepted as a stylized fact that offering deal promotion (such as via Groupon or LivingSocial) deteriorates local merchants' online reputations (e.g., the average of Yelp review ratings). However, in this paper we show that the stylized fact is not true in certain circumstances. We theorize that the valence and volume of prior reviews can play an important moderating role in the effect of deal promotion. Empirically, we show that restaurants with a relatively low prior average rating and a relatively small review volume have improved their online reputations by offering Groupon promotion. The proportion of such restaurants is substantial. The findings are robust to multiple identification strategies and econometric specifications. The results underscore the substantial heterogeneity in the effect of deal promotion on local merchants' online reputations. Merchants need to understand the moderating role of prior reviews (e.g., the valence and volume of prior reviews) and design appropriate strategies to maximize the returns from offering deal promotion. > >
Keywords: deal promotion; difference-in-differences ;moderating roles ;online deals; online group sales ;online reviews; propensity score matching
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#132 0.431 likelihood multiple test survival promotion reputation increase actions run term likely legitimacy important rates findings long short higher argue prior
#199 0.172 reviews product online review products wom consumers consumer ratings sales word-of-mouth impact reviewers word using effect marketing helpfulness electronic commerce
#262 0.141 impact data effect set propensity potential unique increase matching use selection score results self-selection heterogeneity evidence measure associated estimate leads
#218 0.098 role roles gender differences women significant play age men plays sample differ played vary understand critical greater implications relatively offered
#5 0.087 consumer consumers model optimal welfare price market pricing equilibrium surplus different higher results strategy quality cost lower competition firm paper