“…In recent years, higher education institutions have been increasingly developing and offering online courses as part of their academic curriculum (Cohen & Soffer, 2015;Lee, 2016;Toven-Lindsey, Rhoads, & Lozano, 2015), providing access to a wide range of audiences and improving teaching and learning processes (Macfadyen & Dawson, 2010;Roby, Ashe, Singh, & Clark, 2013). However, along with the growing number of online courses, there is an increasing concern regarding the students' persistence and engagement, as well as high dropout rates, which reflected by very low activity (Kovanović et al, 2016) compared with face-to-face courses (Clay, Rowland, & Packard, 2009;Otter et al, 2013). The dropout rate of online courses stands at about 25-40%, whereas the dropout rate from academic courses, which are held on campus, is about 10-20% (Cohen, 2017;Cheng, Kulkarni, & Klemmer, 2013;Levy, 2007;Nistor & Neubauer, 2010;Park & Choi, 2009).…”