“…These characteristics play a crucial role in predicting the variables related to academic research (Perkmann et al, 2013;Thune, 2009). Previous studies have reported critical individual characteristics of academics including gender (Boardman & Ponomariov, 2009;Franco, Haase, & Fernandes, 2014;Hale & Regev, 2014), age (Boardman & Ponomariov, 2009;Franco et al, 2014;Perkmann et al, 2013), previous experience (Giuliani, Morrison, Pietrobelli, & Rabellotti, 2010;Jackson & Michelson, 2015;Perkmann et al, 2013), scientific values (Boardman & Ponomariov, 2009;Salimi et al, 2015) and nationality (Boardman & Ponomariov, 2009;Salimi et al, 2015). Giuliani et al (2010) also highlighted the importance of researchers' demographic characteristics, such as gender and age, in describing the propensity of engaging in different types of UIC.…”