“…Identifying an early response has been shown to be useful in predicting later response to both medication and cognitive behavior therapy (CBT) (Ilardi & Craighead, 1994; Lewis, Simons, & Kim, 2012; Lutz, Stulz, & Kock, 2009; Szegedi et al, 2009; Tadic et al, 2010; Uher et al, 2010) and may also reflect placebo responsiveness, which is highly relevant for clinical trials (Kasper, Spadone, Verpillat, & Angst, 2006; Shelton et al, 2007). Perhaps more importantly, characterizing nonresponse has been shown to be beneficial when identifying biomarkers that can aid in making recommendations for different types of treatment (Dunlop, Rajendra et al, 2017; Dunlop, Kelley, McGrath, Craighead, & Mayberg, 2015; McGrath et al, 2013; 2014). More specifically, defining and characterizing consistent nonresponse throughout a treatment course may allow us to identify those patients who may need a switch to an alternative treatment (Holtzheimer & Mayberg, 2012).…”