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image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
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Relationships Among Minimum Requirements, Facebook Likes, and Groupon Deal Outcomes

Authors: Xue Bai; James R. Marsden; William T. Ross; Gang Wang;

Relationships Among Minimum Requirements, Facebook Likes, and Groupon Deal Outcomes

Abstract

Daily deal coupons have gained a prominent foothold on the web. The earliest and largest player is Groupon. Originally, Groupon deals were a mix of deals with a minimum requirement ( MR ) of coupon sales before a deal became effective and of deals without a minimum requirement ( NMR ). Eventually, Groupon stopped using MR deals. For Groupon and its retailer customers, might this decision have actually resulted in negative impacts for both parties (fewer coupons sold and lower revenue)? The structure of Groupon deals (including a “Facebook like” option) together with electronic access to the necessary data offered the opportunity to empirically investigate these questions. We analyzed relationships among MR , Facebook likes ( FL ), quantity of coupons sold, and total revenue, performing the analysis across the four largest retail categories. Using timestamped empirical data, we completed a propensity score analysis of causal effects. We find that the presence of MR increases Facebook likes, quantity of coupons sold, and total revenue at the time point when the MR is met and at subsequent 2-hour intervals over the horizon of deals. A key finding is that the initial differences observed when MR is met not only continue but also actually increase over the life of the deals.

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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
13
Top 10%
Top 10%
Top 10%