“…Among the small number of research on innovation behavior of start-ups at the individual level, the extent of innovation is found to be positively related to the entrepreneur's education level (Koellinger, 2008;Robson et al, 2009), prior entrepreneurship experiences (Cliff et al, 2006;Ucbasaran et al, 2008;Robson et al 2012;Gruber et al, 2013;Simmons et al, 2014), orientation toward risk (Hsieh and Kelley, 2016), personality traits (Marcati et al, 2008), and a high degree of self-confidence (Koellinger, 2008;Bayon et al, 2016). None of these studies used student entrepreneur samples except Ucbasaran et al (2008).…”