Neural oscillations underlying the impact of the road environment on hazard perception
-α composite index for an exploratory characterization of this cognitive bias. Based on these findings, practical implications are provided for road environment design, in-vehicle or roadside warning systems, and driver state monitoring technologies.
Authors
- Luhong Wen (ORCID: https://orcid.org/0000-0002-0018-7739)
- Junsong Fan
- Guanxiong Pei (ORCID: https://orcid.org/0000-0001-8064-9341)
- Jialin Zhang (ORCID: https://orcid.org/0000-0001-7527-758X)
- Haihong Yu
- Jianghai Hao
- Song Wang
Institutions
- Ningbo University (CN)
- Ningbo University of Technology (CN)
- Ningbo University of Finance & Economics (CN)
- Zhejiang Lab (CN)
- Hangzhou Academy of Agricultural Sciences (CN)
Publication Details
- Journal
- Scientific Reports
- Published
- 2026-07-01
- DOI
- https://doi.org/10.1038/s41598-026-60611-w
- Primary Topic
- Traffic and Road Safety
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China