“…We provided scientists with robust and user-friendly clickers and clicker software similar to those used by Mazur, as well as with the basics of how to use them effectively in the classroom, through workshops and discussion groups during which we referred to some of the key online resources (in particular, resources from the Carl Wieman Science Education Initiative at the University of British Columbia, available at http://www.cwsei.ubc. ca/resources/clickers.htm) and more recently from Schell and Mazur (2012) and papers that document the effectiveness of clickers and peer instruction (see, e.g., Beatty, Gerace, Leonard, & Dufresne, 2006;Crouch, Watkins, Fagen, & Mazur, 2007;Knight & Wood, 2005;Perez et al, 2010;Smith et al, 2009). We did not provide any emphasis on complementary aspects suggested by scientific teaching (Chasteen et al, 2011;Handelsman et al, 2007;Mervis, 2013), such as creating or revising learning goals (to some extent this had been the focus of prior efforts; see Brabrand & Dahl, 2009), matching clicker questions to learning goals, and revisiting exam questions.…”