Do High Visibility Enforcement Programs Affect Aggressive Driving Behavior? An Empirical Analysis Using Naturalistic Driving Study Data

Pantangi, Sarvani Sonduru; Fountas, Grigorios; Anastasopoulos, Panagiotis Ch.; Pierowicz, John; Majka, Kevin; Blatt, Alan

Abstract

This paper investigates the effect of High Visibility Enforcement (HVE) programs on different types of aggressive driving behavior, namely, speeding, tailgating, unsafe lane changes and ‘other’ aggressive driving behavior types (occurrence of not-yielding right-of-way and red light or stop signs violations). For this purpose, the Second Strategic Highway Research Program (SHRP2) Naturalistic Driving Study (NDS) data are used, which include forward-facing videos and time series information with regard to trips conducted at or near the locations of HVE implementation. To capture the intensity and duration of speeding and tailgating, scaled metrics are developed. These metrics can capture varying levels of aggressive driving behavior enabling, thus, a direct comparison of the various behavioral aspects over time and among different drivers. To identify the effect of HVE and other trip, driver, vehicle or environmental factors on speeding and tailgating, while accounting for possible interrelationship among the behavior-specific scaled metrics, Seeming Unrelated Regression Equation (SURE) models were developed. To analyze the likelihood of occurrence of unsafe lane changes and ‘other’ aggressive driving behavior types, a grouped random parameters ordered probit model with heterogeneity in means and a correlated grouped random parameters binary logit model were estimated, respectively. The results showed that drivers’ awareness of HVE implementation has the potential to decrease aggressive driving behavior patterns, especially unsafe lane changes and ‘other’ aggressive driving behaviors.

Citation

Pantangi, S. S., Fountas, G., Anastasopoulos, P. C., Pierowicz, J., Majka, K., & Blatt, A. (2020). Do High Visibility Enforcement Programs Affect Aggressive Driving Behavior? An Empirical Analysis Using Naturalistic Driving Study Data. Accident analysis and prevention, 138, Article 105361. https://doi.org/10.1016/j.aap.2019.105361

• Journal Article Type: Article
• Acceptance Date: Nov 10, 2019
• Online Publication Date: Feb 24, 2020
• Publication Date: 2020-04
• Deposit Date: Dec 11, 2019
• Publicly Available Date: Feb 25, 2021
• Print ISSN: 0001-4575
• Publisher: Elsevier
• Peer Reviewed: Peer Reviewed
• Volume: 138
• Article Number: 105361
• DOI: https://doi.org/10.1016/j.aap.2019.105361
• Keywords: High-visibility enforcement; Speeding; Tailgating; Unsafe lane changes; Aggressive Driving Behavior; Grouped random parameters
• Public URL: http://researchrepository.napier.ac.uk/Output/2389099