TY - BOOK AU - Ipinmoroti,Oluwadunsin AU - Oluwajana,Dokun Iwalewa TI - LEARNING ANALYTICS IN HIGHER EDUCATION WHAT STUDENTS EXPECT PY - 2023/// KW - Learning KW - Dissertations, Academic KW - Management information systems N1 - Thesis (MSc) - Cyprus International University. Institute of Graduate Studies and Research Management Information Systems Department; Includes bibliography (sheets 55-59) N2 - ABSTRACT How students perceive learning analytic services in higher education is essential. This is because they are the beneficiary of learning analytic, and it is crucial to know what they expect in order to serve them better. This research examines students' ideal (what they truly want from LA) and forecasted expectations (what students believe the school will be able to give). Through an online survey, we gathered data from 392 students at Cyprus International University. The employed questionnaire dubbed the Students Expectation of Learning Analytics Questionnaire (SELAQ), comprises two component structures that best accounted for the information relating to ideal and predicted expectations. A Latent Class Analysis was done on the data using the poLCA function in the R! Program. Separate studies were performed on the Ideal and Expected expectations. The findings demonstrated that although students' ideal expectations of LA were greater than their predicted expectations, the difference was not statistically significant. Keywords: Learning Analytics, Ideal Expectation, Predicted Expectation ER -