Student dropout, the economic cost for Chilean universities

A New Approach for Classifying Chilean Universities

Modeling Students' Dropout in Mexican Universities

Nowadays, the student dropout rate in Mexican higher education institutions have increased, affecting diverse life aspects such as economic, social, academic, and among others. The students dropout prediction is a challenge because of numerous interacting factors; an accurate prediction is useful for universities to implement strategies that reduce student failure – e.g., to implement tutorial ...

How Australian universities fund the student experience

Delving Deeper into MOOC Student Dropout Prediction

In order to obtain reliable accuracy estimates for automatic MOOC dropout predictors, it is important to train and test them in a manner consistent with how they will be used in practice. Yet most prior research on MOOC dropout prediction has measured test accuracy on the same course used for training the classifier, which can lead to overly optimistic accuracy estimates. In order to understand...

Predicting Student Dropout in Higher Education

Each year, roughly 30% of first-year students at US baccalaureate institutions do not return for their second year and over $9 billion is spent educating these students. Yet, little quantitative research has analyzed the causes and possible remedies for student attrition. Here, we describe initial efforts to model student dropout using the largest known dataset on higher education attrition, wh...