“…Specific dimensions of complexity are implicated in both the development and evaluation phases of research, such as: the ways in which a given intervention leads to change, lack of impact due to implementation failure and variability in individual-level outcomes, use of multiple primary outcomes and adaptation of intervention programmes to local settings (Craig et al 2008). In fact, conventional RCTs may be inapplicable in these instances, and assessment of treatment effectiveness may require solutions involving special experimental designs, such as cluster randomized trials (Barbui & Cipriani, 2011;Campbell et al 2012), stepped wedge designs (Hussey & Hughes, 2007), preference trials (Torgerson & Sibbald, 1998), randomized consent designs (Zelen, 2006) and 'N of 1 designs' (Mahon et al 1996). Furthermore, randomization may not always be necessary or appropriate, thus leaving a non-randomized design as the only choice (Mohr et al 2009;Catts et al 2010).…”