“…This data can then be used to: (a) plan and implement appropriate interventions (e.g., medications); (b) evaluate a patient's response to interventions (e.g., before and after a surgical procedure); and, most importantly, (c) identify when a patient's general physical condition deteriorates (Koutoukidis, Stainton, & Hughson, 2012). It is important that health professionals have the means to accurately and efficiently identify clinical deterioration, as its prevalence within hospitals is widespread and increasing due to the changing characteristics of patients (e.g., ageing populations and an increased proportion of patients having complex medical issues) and healthcare systems (e.g., shorter hospital stays and increased bed occupancy) (ACSQHC, 2008;Bright et al, 2004;Johnstone, Rattray, & Myers, 2007;Robb & Seddon, 2010). Fortunately, observable derangements in vital signs often precede deterioration and therefore many serious adverse events are predictable (Buist et al, 2004;Goldhill, Worthington, Mulcahy, Tarling, & Sumner, 1999b;Jacques, Harrison, McLaws, & Kilborn, 2006;Kause et al, 2004).…”