Hazard Perception in Driving: A Systematic Literature Review
DOI: 10.1177/03611981221096666
archive: archived pipeline: cataloged verified
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Summary
This systematic literature review addresses the critical role of hazard perception (HP) in driving safety, aiming to synthesize existing research on HP measurement, influencing human factors, and training methodologies. The authors identify a gap in comprehensive reviews that address these core aspects simultaneously, noting that while HP skills are vital for reducing crash rates, novice drivers often lack proficiency despite passing licensing exams. The study seeks to provide a structured reference for researchers by documenting measurement approaches, summarizing human factors, highlighting training methods, and identifying future research directions. The methodology involved a comprehensive search of multiple electronic databases, including PubMed, Scopus, and Web of Science, using keywords related to hazard perception, anticipation, and training. The authors applied strict inclusion criteria, requiring peer-reviewed, English-language publications with clear experimental evidence. After quality assessment, 69 studies were selected for review. The majority (56 studies) were laboratory-based, utilizing videos, images, or driving simulators, while five were conducted on open roads or closed-loop tracks. The reviewed studies were categorized into three themes: measurement of HP (39 studies), human factors affecting HP (28 studies), and training methodologies (25 studies). The findings reveal that HP is commonly measured using behavioral indices such as reaction time, hit rate, and eye-tracking metrics like fixation probability, duration, and variance. Video-based and simulator-based tests are preferred over static image tests due to their ability to capture dynamic precursors. Regarding human factors, driving experience significantly improves HP performance, characterized by faster reaction times and wider visual scan patterns. Conversely, aging, fatigue, distraction, and substance use impair HP. Specifically, older drivers exhibit slower reaction times linked to cognitive and visual degradation, while fatigue disproportionately affects novice drivers. Distraction from texting or mental tasks increases reaction time, and alcohol consumption significantly delays hazard identification, though the impact of cannabis remains less consistent. The review concludes that specialized HP training is effective, particularly when combining instruction, expert demonstration, and active practice with feedback. Training methods utilizing pictures, videos, computers, or simulators improve performance by reducing reaction times and enhancing eye scan patterns. The authors emphasize the need for standardized HP tests, long-term evaluation of training programs, and research into HP challenges posed by partially automated vehicles. These insights provide a foundation for designing more effective driver training programs and improving traffic safety.
Key finding
Specialized hazard perception training that combines instruction, expert demonstration, and active practice with feedback significantly improves drivers' hazard detection speed, accuracy, and visual scan patterns.
Methodology
meta_analysis
Sample size: 69
Provenance
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| Stage | Outcome | Tool | Model | Prompt | Attempts | Completed |
|---|---|---|---|---|---|---|
| discover | partial | scout | — | — | 2 | 2026-05-08 |
| archive | success | canonical_url | — | — | 5 | 2026-06-06 |
| extract | success | cached | — | — | 3 | 2026-06-10 |
| clean | success | clean | — | — | 1 | 2026-06-04 |
| chunk | success | chunk | — | — | 1 | 2026-06-04 |
| embed | success | embed | Qwen/Qwen3-Embedding-8B | — | 1 | 2026-06-04 |
| enrich | success | semantic_scholar | — | — | 2 | 2026-06-04 |
| promote | success | — | — | — | 1 | 2026-06-04 |
| summarize | success | llm | qwen3.6-27b-prismaquant | summ-v5 | 2 | 2026-06-10 |
| tag | success | vector_similarity | — | — | 15 | 2026-06-11 |
| verify | partial | — | — | — | 2 | 2026-06-10 |
Summary generated by qwen3.6-27b-prismaquant on 2026-06-10; verification: verified_with_issues.
Topics
Ranked by relevance to this paper. Hover a topic for its definition.
- hazard perception
- hazard perception training
- useful field of view
- situational awareness
- anticipation
- looked but failed to see
Information type
What kind of knowledge this paper contributes, grouped by family — independent of topic (what it is about) and method (how it was studied).
- Applied Guidance: countermeasure evaluation
- Methodological Resource: tool software
- Synthesis & Review: research agenda