“…Grades in high school is top decision factor for first-time freshmen student, followed by essays or writing samples, test scores, recommendations, class rank, and other considerations (Hawkins & Lautz, 2005). Conversely, admissions to graduate school has been commonly anchored around three critical application materials: standardized test scores, academic performance, often measured by GPA, and letters of recommendation (Evans, 2017;Forrest & Naremore, 1998;Galang, Yuan, Lee, & Sukotjo, 2011;Keith-Spiegel, Tabachnick, & Spiegel, 1994;Kuncel, Kochevar, & Ones, 2014;Lizares, Rahnema, Pang-Rey, Suan, & Bautista, 2016;Weiner, 2017). Student's academic transcript also seems to play a major role in admission decision for Master's programs, given that 99% of reviewers rely heavily on the academic transcript to evaluating past performance of the student (Okahana, Augustine, & Zhou, 2018).…”