# Programming: predicting student success early in CS1. a re-validation and replication study

> Research article (Proceedings of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education, 2018) · cited 62× · AI/ML

**Wikidata**: [openalex:W2808991696](https://www.wikidata.org/wiki/openalex:W2808991696)  
**Source**: https://4ort.xyz/entity/programming-predicting-student-success-early-in-cs1-a-re-validation-and-replication-study