results suggest that, at least in some domains, excessive reliance on algorithms, rather than algorithm aversion, should be a …We experimentally investigated the relationship between participants' reliance on algorithms, their familiarity with … the task, and the performance level of the algorithm. We found that when participants could freely decide on their final …

algorithms and, importantly, the basic structures of decision theory that it embeds. To make a problem amenable to algorithmic … one pathway through which human decision-making processes may enter and shape algorithm design, construction, and … application. We use decision theory, including behavioural economics, to highlight the choices embedded within this problem space …

The term automated decision making refers to many kinds of systems that vary in how they are designed and used. The … normative questions raised by automated decision making—indeed, the very legitimacy of automation—depend critically on these … details. In this paper, we focus on one prominent category of automated decision making with the aim of sharpening the policy …