# A Think-Aloud Study of Novice Debugging

> Research article (ACM Transactions on Computing Education, 2023) · cited 22× · AI/ML

**Wikidata**: [openalex:W4361271907](https://www.wikidata.org/wiki/openalex:W4361271907)  
**Source**: https://4ort.xyz/entity/a-think-aloud-study-of-novice-debugging