Driving Hazard Perception Components: A Systematic Review and Meta-Analysis.
DOI: 10.30476/beat.2023.95410.1356
archive: archived pipeline: cataloged verified
Get this paper ↗ (DOI — opens at the source; we link to it, we don't host it)
Summary
This systematic review and meta-analysis addresses the critical issue of driving hazard perception (HP), a key human factor in preventing traffic accidents, which remain a leading cause of death and disability globally. The study aims to estimate the rate of HP among drivers, clarify its definition, and identify its constituent components. The motivation stems from the persistent high rates of road traffic injuries, particularly among young and novice drivers, and the lack of a unified, measurable definition of HP in existing literature. The researchers conducted a comprehensive search of databases including PubMed, Scopus, and Web of Science for studies published between January 2000 and September 2021. From an initial pool of 1,167 articles, 50 studies met the inclusion criteria for the systematic review, while 10 studies comprising 2,770 participants were selected for meta-analysis. Data extraction and quality appraisal were performed independently by two authors using the STROBE and JBI checklists. Thematic content analysis was employed to synthesize definitions and components, while Stata 16 was used for meta-analytical calculations, utilizing a random-effects model due to high heterogeneity. The meta-analysis revealed that the overall average HP score for drivers was 3.33 (95% CI: 2.62–4.04). Contrary to some prior literature suggesting experienced drivers possess superior hazard perception, this study found that beginner drivers had a slightly higher average HP score (3.42) compared to experienced drivers (3.26). The authors attribute this finding to stricter training protocols, rigorous licensing tests, and heightened caution or fear of accidents among novices. Through thematic analysis, the study identified 28 distinct definitions of HP and six main components essential for evaluation: hazard recognition, response time, visual search patterns, danger prediction, response sensitivity, and situation awareness. The most prevalent definition characterizes HP as the ability to anticipate and identify potential road hazards. The study concludes that current levels of driver hazard perception are insufficient and require improvement through constant, gradual training. It emphasizes the importance of integrating standardized HP assessments and mandatory training courses into the driver licensing process. By focusing on human factors and enhancing drivers' ability to predict and respond to hazards, authorities can potentially reduce traffic accident rates. The findings provide a structured framework for defining HP and highlight the need for targeted interventions to improve driver safety, particularly for novice drivers who may rely on caution rather than experience.
Key finding
Beginner drivers demonstrated a slightly higher average hazard perception score than experienced drivers in the meta-analysis, and the study identified six key components and 28 definitions characterizing hazard perception.
Methodology
meta_analysis
Sample size: 2770
Provenance
The full processing record for this entry. Every stage of this paper's journey through the pipeline is logged — what ran, with which tool and model, how many attempts it took, and when it last completed. Discovered via scout_discovery on 2026-05-08.
| 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 | success | — | — | — | 2 | 2026-06-10 |
Summary generated by qwen3.6-27b-prismaquant on 2026-06-10; verification: verified.
Topics
Ranked by relevance to this paper. Hover a topic for its definition.
- hazard perception
- hazard perception training
- novice drivers
- situational awareness
- learner drivers
- useful field of view
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
- Theoretical Contribution: theory or model