Transportation Research Part F-Traffic Psychology and Behaviour

Article	Citations
Effect of verbal messages with reminders to communicate driving situations to alter driver behavior in conditional driving automation	84
Distracted and unfocused driving in supervised and unsupervised teen drivers: Associations with sleep, inattention, and cognitive disengagement syndrome symptoms	73
Editorial Board	66
Development and validation of the Driver Attention Regulation Scale: A measure of the perceived ability to regulation attention on the road	63
Factors influencing car owners’ intentions of using shared cars: An extension of the theory of planned behavior in China	60
How impressions of other drivers affect one’s behavior when merging lanes	60
Gaze tracking patterns on different types of traffic risk in early-stage Alzheimer’s disease	54
Psychometric adaptation of the driving cost and benefit scale in Chinese drivers	54
Impact on driver behaviour of guardrails of different height in horizontal-vertical coordinated road scenarios with a limited available sight distance	51
What are the factors determining user intentions to use AV while impaired?	51
Antecedents of consumer loyalty in ride-hailing	49
Representations of truck platooning acceptance of truck drivers, decision-makers, and general public: A systematic review	48
“I will raise my hand and say ‘I over-trust Autopilot’. I use it too liberally” – Drivers’ reflections on their use of partial driving automation, trust, and perceived safety	47
How does artificial intelligence usage affect the safety behavior of bus drivers? A double-edged sword study	47
An elaboration likelihood model of perceived safety risk in ride-sharing continuance: Platform quality cues as antecedents and gender as moderator	46
Transition toward driverless robotaxi: Role of social anxiety, perceived safety, and travel habit	46
Crossing the line: Impact of pedestrian group behavior on individual crossing decisions in AV interactions	45
Aberrant driving behaviour among home healthcare workers	42
Driving performance in new mothers: The mediating role of persistent fatigue	42
Evaluating self-reported pedestrian behaviour and investigating factors influencing road interactions in Jordan	42
The implications of situation and route familiarity for driver-pedestrian interaction at uncontrolled mid-block crosswalks	40
Effects of within-trip subjective experiences on travel satisfaction and travel mode choice: A conceptual framework	40
Estimating effectiveness of speed reduction measures for pedestrian crossing treatments using an empirically supported speed choice modeling framework	39
Misuse or abuse of automation? Exploring drivers’ intentions to nap during automated driving	39
Cognitive load and task switching in drivers: Implications for road safety in semi-autonomous vehicles	38

Exploring implications and current practices in e-scooter safety: A systematic review	37
Identifying the determinants and understanding their effect on the perception of safety, security, and comfort by pedestrians and cyclists: A systematic review	37
An empirical investigation of driver’s eye-catching effect in the entrance zone of freeway tunnels: A naturalistic driving experiment	36
The impact of COVID-19 on transportation-related and risky driving behaviors in Canada	36
Computerized cognitive training to improve executive functions and driving skills of adolescents with and without symptoms of attention-deficit/hyperactivity disorder	35
How to resolve the contradiction between driving safety and lighting energy conservation in a highway tunnel? − An experiment on linear guiding system	35
The influence of the built environment on pedestrians’ perceptions of attractiveness, safety and security	34
Zebra crossings at T-intersections: Likelihood of unintended negative consequences for safety and walkability	33
Charged up with peace in mind: Unraveling the factors of range anxiety among norwegian electric vehicle drivers	33
Changes in older drivers’ risky driving behavior over time: Insights from a naturalistic study	33
An analysis of factors affecting wrong-way driving at a highway entrance using a driving simulator among older drivers with cognitive decline	32
A unified driving behavior model based on psychological safety space	32
A systematic review of observational studies investigating the influence of mobile phone distraction on road crossing behaviour of pedestrians	32
Non-driving-related tasks and drivers’ takeover time: A meta-analysis	32
Designing user interfaces for partially automated Vehicles: Effects of information and modality on trust and acceptance	32
Fatigue risk management based on self-reported fatigue: Expanding a biomathematical model of fatigue-related performance deficits to also predict subjective sleepiness	31
Risk of OSA affects reaction time and driving performance more than insomnia in the Canadian Longitudinal Study on Aging	30
Anticipatory vibrotactile cues reduce motion sickness in car passengers during stop-and-go driving	30
Why people fail to bike the talk: Car dependence as a barrier to cycling	30
Walk or run? An observational study to explore pedestrian crossing decision-making at intersections in Dhaka, Bangladesh applying rules mining technique	30
Simplifying acceptance: A general acceptance factor predicting intentions to use shared autonomous vehicles	30
Car following with an inertia-oriented driving technique: A driving simulator experiment	30
Investigating driver uncertainty about lane change decisions	29
A brief pc-based hazard prediction training program improves young novice drivers' hazard perception skills compared to a control group over time	28
Comparing the bad media-fuelled reputation of e-scooters with real-life user and non-user perceptions: Evidence from Sweden	28
The effect of widening longitudinal road markings on driving speed perception	28
Cycling subjective experience: A conceptual framework and methods review	28
The notorious B.I.T: The effects of a ransomware and a screen failure on distraction in automated driving	28
Influence of surrounding traffic on lane change dynamics: Insights from a video-based laboratory study	27
Which visual cues do drivers use to anticipate and slow down in freeway curve approach? An eye-tracking, think-aloud on-road study	27
Attitudes toward driving after cannabis use: A systematic review and meta-analysis	27
The complexity of changes in modal choice: A quasi-experimental study	27
Psychological and psychophysiological effects of music intensity and lyrics on simulated urban driving	27
The effects of message threat on psychological reactance to traffic safety messaging	27
Investigating the unobserved heterogeneity in passenger satisfaction with Mobility-as-a-Service (MaaS) bundles	27
Driving on familiar roads? Development and validation of car drivers’ road user experience scale	27
Route learning with augmented reality navigation aids	27
Metacognition, rumination and road rage: An examination of driver anger progression and expression in Australia	26
Development and evaluation of a human machine interface to support mode awareness in different automated driving modes	26
I’m curious, I’m open to it, I test it, I trust it! A focus groups study to understand a-priori trust in automated buses	26
Surrendering personal control to automation: Appalling or appealing?	26
Do cyclists need HMIs in future automated traffic? An interview study	26
Spare visual capacity and driver inattention in dynamic car following scenarios	26
Validation of motorized two-wheeler virtual environment: Influence of perceived realism and simulator fidelity	25
Bears in our midst: Familiarity with Level 2 driving automation and attending to surprise on-road events	25
A study identifying the origins of different types of drink driving events through the lens of deterrence: Is it alcohol abuse or avoiding detection?	25
Principal components analysis of driving simulator variables in novice drivers	25
Stepwise technology adoption by consumers: Example of autonomous driving technology	25
The use of monitoring and feedback devices in driving: An assessment of acceptability and its key determinants	25
Different level automation technology acceptance: Older adult driver opinion	25

Repeated usage of a motorway automated driving function: Automation level and behavioural adaption	24
A distributed simulation study to investigate pedestrians’ road-crossing decisions and head movements in response to different vehicle kinematics in mixed traffic	24
How to improve the walking realm in a car-oriented city? (Dis)agreements between professionals	24
Effects of connected vehicle (CV) technology on improving driver behavior in the presence of connected and automated vehicle (CAV) platoons	24
Pedestrian behavior interacting with autonomous vehicles during unmarked midblock multilane crossings: Role of infrastructure design, AV operations and signaling	24
Driving around bends with or without shoulders: The influence of bend direction	24
Using pupillometry and gaze-based metrics for understanding drivers’ mental workload during automated driving	24
Motives for driving after cannabis use: A scoping review	23
Thinking aloud on the road: Thematic differences in the experiences of drivers, cyclists, and motorcyclists	23
Editorial Board	23
An online hazard perception training course reduces heavy braking, speeding, and over-revving rates during everyday driving	22
Postintervention reoffense in DUI repeat offenders receiving alcohol treatment as a diversion intervention: A 2-year follow-up study	22
High-speed curve negotiation: Can differences in expertise account for the different effects of cognitive load?	22
Editorial Board	22
Fictional or Real? a review of how gamification types effect eco-driving on the road	21
The functional capabilities of young drivers and implications for fitness-to-drive	21
Humanizing autonomous vehicle driving: Understanding, modeling and impact assessment	21
What can bring transit ridership back: An econometric study on the potential of usage incentives and operational policies in the Greater Toronto Area	21
What a girl wants: A mixed-methods study of gender differences in the barriers to and enablers of riding a bike in Australia	21
How to design driver takeover request in real-world scenarios: A systematic review	21
Delay or travel time information? The impact of advanced traveler information systems on drivers’ behavior before freeway work zones	21
Psychological and experiential contributors to experienced cyclists’ on-road cycling behaviour: A path analysis study	21
In the driver's mind: Modeling the dynamics of human overtaking decisions in interactions with oncoming automated vehicles	20
How accurate are memories of traffic accidents? Increased false memory levels among motorcyclists when confronted with accident-related word lists	20
Behavioral and physiological responses to takeovers in different scenarios during conditionally automated driving	20
Road signs depicting childrens's book illustrations temporarily reduce speed on urban roads	20
Exploring the impact of temperature perception and fear of missing out on distracted walking	20
Look right! The influence of bicycle crossing design on drivers’ approaching behavior	20
Cycling under the influence of alcohol and other drugs: An exploratory analysis	19
Investigating changes in travel behavior over time in response to the COVID-19 pandemic	19
Effect of situational factors known to elicit anger on the willingness to take over the driving activity in a highly automated vehicle: A scenario-based study	19
Evaluating the effects of brake light flicker frequency on cognitive conspicuity during visual dark adaptation: A 360-degree simulated driving study	19
Measuring drivers’ takeover performance in varying levels of automation: Considering the influence of cognitive secondary task	19
Is the street-crossing behavior with a head-mounted display different from that behavior in a CAVE? A study among young adults and children	19
A field evaluation of an in-ground lighting intervention for safety at a road crossing	19
Mind the Gap! Gender differences in the predictors of public transport usage intention	19
Analysis of the effect of decorated interior walls on drivers' performance: From individual micro-behavior to brain activation	19
Index of braking behaviour in two dimensions within risk perception	18
Modeling the impact of driving aggression on lane change performance Measures: Steering compensatory Behavior, lane change execution duration and crash probability	18
Prevalence and predictors of driver distractions in Cyprus: An observational study	18
How the initial level of trust in automated driving impacts drivers’ behaviour and early trust construction	18
Modelling yielding dilemma zone for drivers at non-signalised crosswalks	18
The gender gap in the acceptance of automated vehicles in Europe	18
How did the COVID-19 pandemic affect driver speed selection and crash risk on rural freeways?	18
Effects of blood alcohol testing programmes on drinking behaviour among driving crash patients in emergency departments: A cluster quasi-experimental study	18
How do vulnerable road users evaluate automated vehicles in urban traffic? A focus group study with pedestrians, cyclists, e-scooter riders, older adults, and people with walking disabilities	18
The influences of strict and post-strict lockdowns due to the Covid-19 pandemic on crash severity on rural roads: A case study of Khorasan Razavi, Iran	18
From young to old: The effects of information presentation type, multimodal display, and age on situation awareness and processing time in automated vehicles	18
Distracted by familiarity: Implications of ‘autopilot’ as a default cognitive mode	18
Is there a relationship between time pressure and pedestrian non-compliance? A systematic review	17
Editorial Board	17
Revealing inherent interrelationships of direct and indirect factors impacting Driver’s stop-or-go behaviors at Yellow-Light	17
Description and analysis of aberrant riding behaviors of pedal cyclists, e-bike riders and motorcyclists: Based on a self-report questionnaire	17
Development and validation of automated driving behavior questionnaire (ADBQ)	17
Corporate e-carsharing, a good fit? Using COM-B to identify enablers and barriers among highly mobile young professionals	17
Effect of multimodal takeover request issued through A-pillar LED light, earcon, speech message, and haptic seat in conditionally automated driving	17
Rule-orientation and adherence to traffic laws among French drivers: An exploratory study	17
Self-regulation and tailgating behaviours among young drivers	17
From sport to eco: A case study of driver inputs on electric vehicle efficiency	17
Evaluation of motorized two-wheeler rider responses towards jaywalking pedestrians through mockup control studies for urban streets	17
The potential of gamification for user education in partial and conditional driving automation: A driving simulator study	17
Relationship between driving styles and biological behavior of drivers in negative emotional state	17
Psychometric properties of driver self-image inventory for Chinese drivers and its associations with personality and driving style	17
Basic psychological need frustration scale: Adaptation and validation to active commuting to school in Spanish children and adolescents	17
An eye-tracking study of the effects of dimensions of speed limit traffic signs on a mountain highway on driverś perception	17
The effect of contrast on pedestrians’ perception of vehicle speed in different road environments	17
How distraction affects pedestrian response: Evidence from behavior patterns and cortex oxyhemoglobin changes	17
How does hands-free cognitive distraction influence cycling behaviour and perceived safety?	17
Exploring the benefits of conversing with a digital voice assistant during automated driving: A parametric duration model of takeover time	17
Making night-time pedestrians safer using innovative clothing designs	16
UTAUT4-AV: An extension of the UTAUT model to study intention to use automated shuttles and the societal acceptance of different types of automated vehicles	16
Development of a nuanced approach to aggressive driving: An investigation into the self-regulatory and attitudinal profiles of aggressive drivers and their contextual role in negative road interaction	16
Aging and sleep deprivation affect different neurocognitive stages of spatial information processing during a virtual driving task – An ERP study	16
Driving self-regulation and risky driving outcomes	16
Integrating behavioral theory and ANNs for understanding electric bikers’ red-light running behavior	16
Using distributed simulations to investigate driver-pedestrian interactions and kinematic cues: Implications for automated vehicle behaviour and communication	16
Empirical analysis of car-following behavior: Impacts of driver demographics, leading vehicle types, and speed limits on driver behavior and safety	16
Moral disengagement mechanisms in interactions of human drivers with autonomous vehicles: Validation of a new scale and relevance with personality, driving style and attitudes	16
Multimodal traffic safety concerns in a university population	16
The role of values in road safety culture: Examining the valuation of freedom to take risk, risk taking and accident involvement in three countries	16

Promoting healthy and safe driving: Physiological and psychological evaluation of truck drivers for individualized shift and route planning	16
Pedestrians’ responses to scalable automated vehicles with different external human-machine interfaces: Evidence from a video-based eye-tracking experiment	16
Applying an extended theory of planned behaviour to understand influences on safe driving intentions and behaviours	16
The association of schedule characteristics of heavy vehicle drivers with continuous eye-blink parameters of drowsiness	16
Novel use of a virtual driving assessment to classify driver skill at the time of licensure	16
The conditioned anticipation of people (CAP) model of driving in urban spaces	16
Evaluation of intervention for pedestrian‑vehicle collisions at unsignalized intersections in virtual reality environments: Short- and long-term effects	16
Editorial Board	15
Evaluating the impacts of driver’s pre-warning cognitive state on takeover performance under conditional automation	15
Socially responsible behaviour of a pedestrian − Obligation or necessity?	15
Narrow passage interactions: A UK-based exploratory survey study to identify factors affecting driver decision-making	15
Exploring parental attachment, perceived social support, theory of planned behaviour and the safe driving of young people	15
Is text-based user manual enough? A driving simulator study of three training paradigms for conditionally automated driving	15
Utilizing driving simulators for persons with multiple sclerosis: A scoping review	15
Humans vs, machines; motorcyclists and car drivers differ in their opinion and trust of self-drive vehicles	15
Investigating the effects of in-vehicle warning strategies to drivers: A driving simulator study	15
Analysis of controversial driving licensing policies in Iran: Experts’ viewpoints	15
A new tramway and the formation of emotional commuting experiences	15
Shared space: Different age groups’ perspectives	15
Differences in driver takeover performance and physiological responses in conditionally automated driving: Links to emotional instability	15
An exploration of the effectiveness of in-person and online versions of the induced hypocrisy paradigm to reduce smartphone use among young drivers	15
Risk-taking behind the wheel: Validation of the Road Traffic Behaviours Questionnaire based on data from Polish car drivers	15
Revision of the driver behavior questionnaire for bus drivers in China based on in-vehicle monitoring data	15
Empirical evidence of bias in public acceptance of autonomous vehicles	14
Time-related aspects of commute well-being	14
Adding visual contextual information to continuous sonification feedback about low-reliability situations in conditionally automated driving: A driving simulator study	14
Exploring the usage of supervised driving automation in naturalistic conditions	14
Unraveling the complex interplay between curved tunnels and drivers’ physiological responses: An HRV perspective	14
Incorporating personality traits for the study of user acceptance of electric micromobility-sharing services	14
Graphic traffic signals—The color design of 3D crosswalks	14
The effect of drivers’ eye contact on pedestrians’ perceived safety	14
Assessing carpooling drivers and barriers: Evidence from Bangkok, Thailand	14
Using a traffic climate scale to understand drivers’ perceptions of their traffic system: An examination of measurement invariance across eight countries	14
The short-term effectiveness of online group hazard perception training in experienced drivers	14
Interaction strategies with advanced driver assistance systems	14
Charging or Swapping? A study on the private Consumers’ acceptance of the electricity replenishment mode of new energy vehicles	14
Social identity and cycling among women: The case of Tel-Aviv-Jaffa	14
Detection of driver distraction in the Australian naturalistic driving study videos using pre-trained models and transfer learning	14
Reliability of variable message signs information: A field experiment study in Chongqing	14
Evasive action characteristics of motorcycle riders towards occluded-surprise and expected pedestrians: A pedestrian mock-up study	14
Use of Level 1 and 2 driving automation on horizontal curves on interstates and freeways	14
Influence mechanism of the urban traffic climate on prosocial driving behavior: The combined role of rational, affective and moral factors	14
Unveiling the drivers of modal switch from motorcycles to public transport in Southeast Asia	14
The art of riding safely: A critical examination of advanced rider assistance systems in motorcycle safety discourse	14
Impressions after an automated mobility experience: An acceptance study	14
Impact of variable message signs on drivers’ situation awareness in freeway exit areas	13
“Did you fall asleep?” – Younger and older drivers’ recollection of prior sleepiness while driving	13
We all fall for it: Influence of driving experience, level of cognitive control engaged and actual exposure to the driving situations on the Dunning-Kruger effect	13
Motivations for watching videos on mobile phones while driving in parking lots and while waiting at intersections in the United States	13
Beyond behavior: Understanding the role of values and personality on pedestrian behaviors	13
How crowding impedance affected travellers on public transport in the COVID-19 pandemic	13
Evaluating the effectiveness of accessibility features for roadway users with visual impairment: A case study for Nanjing, China	13
User evaluation of comfortable deceleration profiles for highly automated driving: Findings from a test track study	13
Identification of factors influencing the riding experience on e-mountain bikes: An analysis of the rider-bicycle interaction	13
Handing control back to drivers: Exploring the effects of handover procedure during transitions from Highly Automated Driving	13
The impact of courteous and discourteous drivers on physiological stress	13
The influence of fatalistic beliefs and risk perceptions on road safety attitudes in Latin America; A two-country study	13
Insights into the effectiveness of messaging promoting intentions to use connected vehicle technology	13
Improving driving automation training through scaffolding of roles and responsibilities Information: A comparison between older and younger drivers	13
Examining the effectiveness of an education-based road safety intervention and the design and delivery mechanisms that promote road safety in young people	13
How does talking with passengers threatens pedestrian life? An analysis of drivers' performance based on real-world driving data	13
Propensity to trust technology and subjective, but not objective, knowledge predict trust in advanced driver assistance systems	13
Eco driving as a road safety measure: Before and after study of three companies	13
Editorial Board	13
Promotion of driver compliance with V2V information in car-following tasks via multimodal display	13
Study on physiological representation of passenger cognitive comfort: An example with overtaking scenarios	13
Passengers’ acceptance and perceptions of risk while riding in an automated vehicle on open, public roads	13
The effects of parental care motives and time constraints on trolley problem decision-making: A virtual reality study	13
Assessment of driver’s attentional resource allocation to visual, cognitive, and action processing by brain and eye signals	13
Investigating what makes people walk or cycle using a socio-ecological approach in seven European cities	13
The prevalence of in-vehicle driving distractions in road traffic collisions as a function of road type	13
How is the visual working memory load of driver influenced by information density of traffic signs?	12
Impact of level 2 automation on driver behavior: A study using association rules mining	12
Can cargo bikes compete with cars? Cargo bike sharing users rate cargo bikes superior on most motives – Especially if they reduced car ownership	12
Physiological indicators of driver workload during car-following scenarios and takeovers in highly automated driving	12
Exploring the causes of frequent accidents at highway tunnel exits: Coupling analysis of the slack effect and white hole effect in extra-long tunnels	12
A qualitative study on transportation experiences of public transport users in Türkiye during the COVID-19 pandemic	12
Help-seeking for driving anxiety: Who seeks help and how beneficial is this perceived to be?	12
“Why were you speeding?”: A self-confrontation study on awareness and reasons for speed behaviour	12
Moving around with an anxiety disorder	12
The impact of visual user interfaces on drivers’ understanding of driving control mode and hands-on steering wheel requirement in Level 2 automated vehicles	12
The effect of Dual-Task modality on midfrontal theta power and driving performance across the adult lifespan	12
Beyond private-sphere pro-environmental action: Explaining shared mobility using the Theory of Planned Behavior and solidarity-oriented variables	12
“Pédaler en toute sécurité”: The Cycling Behavior Questionnaire (CBQ) in Belgium – A validation study	12
Editorial Board	11
How do the recognizability and driving styles of automated vehicles affect human drivers’ gap acceptance at T- Intersections?	11
Cognitive behavior therapy for driving fear: A pilot randomized controlled trial	11
The effect of cognitive load on Detection-Response Task (DRT) performance during day- and night-time driving: A driving simulator study with young and older drivers	11
Susceptibility to distracted driving: The role of personality and individual factors	11
Changes in cycling and incidences of functional disability and mortality among older Japanese adults	11
How do familiarity and fatal accidents affect acceptance of self-driving vehicles?	11
Bicycling comfort at roundabouts: Effects of design and situational factors	11
Fifty shades of frustration: Intra- and interindividual variances in expressing frustration	11
Unsafety on two wheels, or social prejudice? Proxying behavioral reports on bicycle and e-scooter riding safety – A mixed-methods study	11
Exploring the factors influencing acquisition and learning experiences of cars fitted with advanced driver assistance systems (ADAS)	11