Algorithmic decision support is omnipresent in many managerial tasks, but human judgment often makes the final call. A lack of algorithm transparency is often stated as a barrier to successful human-machine collaboration. In this paper, we analyze the effects of algorithm transparency on the use...

The ordering behavior of human decision makers under stochastic demand has been analyzed for various supply contracts. A consistent finding is that people place orders that both deviate from expected profit-maximizing quantities and exhibit high variability. We consider service level contracts,...