Perceptions and Understanding of Advanced Driver Assistance Systems and Vehicle Automation
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Abstract
This project will develop and field a set of surveys designed to measure public knowledge of new vehicle technologies, assess how drivers interact with them, and capture their perceptions and trust toward these systems. The effort expands on a previous work by the AAA Foundation for Traffic Safety in this domain. Findings from this project will help industry stakeholders and the public better understand how perceptions of these technologies are evolving, identify barriers to adoption, and inform future technology development in ways that advance safe and effective mobility for all road users. Additionally, information learned from this research could form the basis of a periodic (e.g., annual) survey effort to track knowledge, usage, and attitudes over time. © 2026 AAA Foundation for Traffic Safety | AAAFoundation.org Project Team AAA Foundation for Traffic Safety Rebecca Steinbach, PhD (Principal Investigator) Xi Zhang, PhD (Co-Principal Investigator) Period of Performance Q1 2026 – Q2 2027
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.
| Stage | Outcome | Tool | Model | Prompt | Attempts | Completed |
|---|---|---|---|---|---|---|
| discover | success | AAA Foundation for Traffic Safety | — | — | 1 | 2026-06-06 |
| archive | success | canonical_url | — | — | 7 | 2026-06-09 |
| extract | success | cached | — | — | 361 | 2026-06-20 |
| enrich | skipped | — | — | — | 3 | 2026-07-02 |
| promote | success | — | — | — | 1 | 2026-06-06 |
| summarize | skipped | llm | qwen3.6-27b-prismaquant | summ-v5 | 360 | 2026-06-20 |
| tag | success | vector_similarity | — | — | 15 | 2026-06-11 |
Topics
Ranked by relevance to this paper. Hover a topic for its definition.
- acceptance adoption
- situational awareness
- automation surprise
- automation
- trust calibration
- mode awareness
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).
- Empirical Findings: self report data, observational prevalence
- Synthesis & Review: research agenda