# Application of machine learning in higher education to predict students’ performance, learning engagement and self-efficacy: a systematic literature review

> Research article (Asian Education and Development Studies, 2025) · cited 16× · AI/ML

**Wikidata**: [openalex:W4408278787](https://www.wikidata.org/wiki/openalex:W4408278787)  
**Source**: https://4ort.xyz/entity/application-of-machine-learning-in-higher-education-to-predict-students-performance-learning-engagement-and-self-efficac