International Journal of Academic and Applied Research (IJAAR)   Year: 2022 | Volume: 6 | Issue: 10 | Page No.: 99-102 Characteristics of Graduation Predicate UM Buton Students Using Ordinal Logistic Regression Download PDF Firman Saputra , Anna Islamiyati , Nirwan Abstract: Predicate graduation students has become power pull by stakeholders, especially existence formation special for graduates with cum laude predicate. Many factors can influence graduate to get predicate his graduation. Based ordinal logistics regression analysis, significant factors influence predicate graduation UM Buton students in 2020-2021 are gender, origins area, number graduate of the study program, tuition payment category and learning methods. Characteristics of probability for women graduates to obtain higher predicate is greater than of men, well as the probability of graduates with online-based learning are better than conventional-based methods.