Effectiveness of smart horizontal markings on drivers’ behavior along horizontal curves: A driving simulation study

Photoluminescent road markings (PRMs) are a potentially useful visual guidance technology for improving road safety in low-visibility conditions. However, the effectiveness of PRMs requires further research. Moreover, road infrastructure regulations lack guidelines for PRMs design. Here, we aimed at determining the effects of different PRMs colors and widths on transversal and longitudinal driving behavioral indices. We conducted a simulation-based 3x2x2 within-subjects experiment (PRM: unlit vs. smart green vs. smart red; marking width: conventional vs. wide; curve direction: left vs. right). We designed six two-lane rural highway scenarios with nighttime light conditions and no traffic. Each scenario included twenty-four horizontal curves with radii ranging from 120 to 440 m (recommended speed range 60-90 km/h). Thirty participants (age range 20-54 years) drove a semi-dynamic driving simulator for about one hour. Our results showed that the presence of PRMs affected the drivers' transversal behavior. The smart markings induced drivers to keep greater lateral distances from the road edge line than unlit ones along right curves. Smart green markings showed higher variability for vehicle positioning, indicating lower vehicle control. Wider-than-normal markings induced users to drive closer to the edge line at the Tangent-to-Spiral section. Overall, our study showed that smart markings - both green and red - induce the driver to "shy away" from the edge line, thus representing a potential tool for preventing roadway departure events. Further studies are expected to confirm these results by focusing on different PRM layouts, traffic, and weather conditions.

Authors

Institutions

Publication Details

Journal
Accident Analysis & Prevention
Published
2025-05-19
DOI
https://doi.org/10.1016/j.aap.2025.108086
Citations
1
Primary Topic
Safety Warnings and Signage
Type
article
Field-Weighted Citation Impact
2.44

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Effectiveness of smart horizontal markings on drivers’ behavior along horizontal curves: A driving simulation study

Carolina Díaz-Piedra, Rocío de Oña, Juan de Oña, Francesco Angioi et al.
1 citations
Accident Analysis & Prevention
Safety Warnings and Signage
2.44
article

Effectiveness of smart horizontal markings on drivers’ behavior along horizontal curves: A driving simulation study

Carolina Díaz-Piedra, Rocío de Oña, Juan de Oña, Francesco Angioi, Leandro L. Di Stasi
article en
1 citations

Abstract

Photoluminescent road markings (PRMs) are a potentially useful visual guidance technology for improving road safety in low-visibility conditions. However, the effectiveness of PRMs requires further research. Moreover, road infrastructure regulations lack guidelines for PRMs design. Here, we aimed at determining the effects of different PRMs colors and widths on transversal and longitudinal driving behavioral indices. We conducted a simulation-based 3x2x2 within-subjects experiment (PRM: unlit vs. smart green vs. smart red; marking width: conventional vs. wide; curve direction: left vs. right). We designed six two-lane rural highway scenarios with nighttime light conditions and no traffic. Each scenario included twenty-four horizontal curves with radii ranging from 120 to 440 m (recommended speed range 60-90 km/h). Thirty participants (age range 20-54 years) drove a semi-dynamic driving simulator for about one hour. Our results showed that the presence of PRMs affected the drivers' transversal behavior. The smart markings induced drivers to keep greater lateral distances from the road edge line than unlit ones along right curves. Smart green markings showed higher variability for vehicle positioning, indicating lower vehicle control. Wider-than-normal markings induced users to drive closer to the edge line at the Tangent-to-Spiral section. Overall, our study showed that smart markings - both green and red - induce the driver to "shy away" from the edge line, thus representing a potential tool for preventing roadway departure events. Further studies are expected to confirm these results by focusing on different PRM layouts, traffic, and weather conditions.

Accident Analysis & PreventionVol. 219
Universidad de Granada (ES)
Ministerio de Ciencia, Innovación y Universidades, European Regional Development Fund, Agencia Estatal de Investigación, European Social Fund
Openalex Percentile: Top 13%
Safety Warnings and Signage
2.44
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.