“…Hospital productivity and efficiency have been studied extensively at the institutional level, both within individual health care systems and across different national systems. The approaches taken by these studies vary, with some using advanced techniques such as data M A N U S C R I P T A C C E P T E D ACCEPTED MANUSCRIPT envelopment analysis (DEA) and stochastic frontier analysis (SFA) and others relying on less advanced techniques (Castelli, Street, Verzulli, & Ward, 2015;Hollingsworth, 2008;Storfa & Wilson, 2015;Varabyova & Schreyogg, 2013). Some studies have examined efficiency within particular specialties and at the individual level (Askildsen, 2006;Bloor, Maynard, & Freemantle, 2004;Laudicella, Olsen, & Street, 2010;Romley, Goldman, & Sood, 2015;Schreyogg, 2008;Tiemann, 2008)).…”