“…In addition to the procedural remedy, a statistical remedy, Harman's single-factor test, was used to control for common method biases. This test is one of the most widely-used techniques, and one 109 that has been used in many studies (Back et al, 2014, Joensuu et al, 2013, Jones and Jayawarna, 2010, Kenny and Fahy, 2011, Kibler, 2013, Kuckertz and Wagner, 2010, Avlonitis and Salavou, 2007 to address the issue of common method variance (Podsakoff et al, 2003). After conducting an Exploratory Factor Analysis (EFA) from all items of all constructs and performance, a single factor just explains less than 20% percent of the variance (Avlonitis and Salavou, 2007), and no single factors accounts for most of the variance in these variables (Dada and Watson, 2013).…”