# Effects of mode distinction, user visibility, and vehicle appearance on mode confusion when interacting with highly automated vehicles

> Research article (Transportation Research Part F Traffic Psychology and Behaviour, 2022) · cited 17× · AI/ML

**Wikidata**: [openalex:W4285490107](https://www.wikidata.org/wiki/openalex:W4285490107)  
**Source**: https://4ort.xyz/entity/effects-of-mode-distinction-user-visibility-and-vehicle-appearance-on-mode-confusion-when-interacting-with-highly-automa