Advances in Machine Learning (ML) led organizations to increasingly implement predictive decision aids intended to improve employees' decision-making performance. While such systems improve organizational efficiency in many contexts, they might be a double-edged sword when there is the danger of...

A bucket pricing plan charges a periodic (usually monthly) fixed price that allows consumers to use the service up to a set allowance. The determination of optimal plans requires knowledge about each consumer's simultaneous decision about service subscription, plan choice, and consumption, which...

How do recommender systems induce consumers to buy? Extant research neglects to examine the causal paths through which the use of recommender systems leads to consumer purchases. In this study, we conduct a randomized controlled field experiment on the website of an online book retailer and...