“…Research has shown that as expertise increases, there may be a direct increase in trust (Merritt, Lee, Unnerstall, & Huber, 2015; Rajaonah, Anceaux, & Vienne, 2006; Schaefer, Chen, Szalma, & Hancock, 2016). Similar results for familiarity affecting trust have been found with collision warning systems (Koustanaï, Cavallo, Delhomme, & Mas, 2012) and takeover performance (Hergeth, Lorenz, & Krems, 2017). Additional work has suggested that trust calibration can be enhanced through presentation of trust cues (de Visser, Cohen, Freedy, & Parasuraman, 2014), decision aids (McGuirl & Sarter, 2006), greater transparency (Yang, Unhelkar, Li, & Shah, 2017), causal attributions of automation failures (Pop, Shrewsbury, & Durso, 2015), and system uncertainty (Helldin, Falkman, Riveiro, & Davidsson, 2013).…”