In late 2019, eBay presented the end result of a national study determining various types of gift givers based on their holiday shopping styles. In the eBay commissioned survey called “The Psychology of Gifting” conducted by Kelton Research, adult American females have been required to identify the holiday gift of theirs shopping behaviors. The analysis resulted in 4 kinds of holiday shoppers, each kind corresponding to an unique gift providing style.

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