# It’s about time! Earlier take-over requests in automated driving enable safer responses to conflicts

> Research article (Transportation Research Part F Traffic Psychology and Behaviour, 2022) · cited 14× · AI/ML

**Wikidata**: [openalex:W4220824354](https://www.wikidata.org/wiki/openalex:W4220824354)  
**Source**: https://4ort.xyz/entity/its-about-time-earlier-take-over-requests-in-automated-driving-enable-safer-responses-to-conflicts