What’s in the Box? Risk in Surprise Subscription Models.

Assessing subscription models in retailing, we seek to identify the drivers that influence consumers’ attitude towards product
subscriptions. Using Prospect Theory, we find that consumers prefer subscription boxes with surprise content in lower frequencies and
subscription boxes with predefined content in higher frequencies.