Evidence map›Paper›PMID 41327408›Full record

ArticleInjury epidemiology2025

A contemporary examination of the effect of driver training for reducing crash risk in novice adolescent drivers: protocol for the DRIVER study, a random assignment trial.

Elizabeth A Walshe, Daniel Romer, Michael R Elliott, Keith S Baxelbaum, M Kit Delgado, Jeffrey P Ebert, Flaura K Winston

Registry-linked trialAbstract read
In one paragraph

Article in Injury epidemiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06413927 (A Contemporary Look at Driver Training and Its Role in Reducing Crash Risk in Novice Adolescent Drivers), which is not on this map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT06413927 narecruitingnot on this map

A Contemporary Look at Driver Training and Its Role in Reducing Crash Risk in Novice Adolescent Drivers

TypeinterventionalSponsorChildren's Hospital of PhiladelphiaRan2024 to 2027Enrolled1,300ConditionsRisk Reduction Behavior, Injuries, Accident, Traffic, Development, AdolescentArmsOnline Vehicle and Driver Safety Education, Online Driver Skills Training, Behind-the-Wheel Driver Training
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Elizabeth A WalsheCenter for Injury Research and Prevention, Children's Hospital of Philadelphia, 734 Schuylkill Ave, Floor 13, Philadelphia, PA, 19146, USA. walshee@chop.edu.
Daniel RomerAnnenberg Public Policy Center, University of Pennsylvania, Philadelphia, PA, USA.
Michael R ElliottUniversity of Michigan School of Public Health, Ann Arbor, MI, USA.
Keith S BaxelbaumDepartment of Biomedical and Health Informatics, Data Science and Biostatistics Unit, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
M Kit DelgadoPerelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Jeffrey P EbertPerelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Flaura K WinstonCenter for Injury Research and Prevention, Children's Hospital of Philadelphia, 734 Schuylkill Ave, Floor 13, Philadelphia, PA, 19146, USA.

Funding

A Contemporary Look at Driver Training and Its Role In Reducing Crash Risk in Novice Adolescent Drivers.R01HD108249 · NICHD · CHILDREN'S HOSP OF PHILADELPHIA · PI DANIEL ROMER, FLAURA K WINSTON · 2023 to 2026
$2.9M
Eunice Kennedy Shriver National Institute of Child Health and Human Development R01HD108249New Jersey Manufacturers Insurance Group GiftNICHD NIH HHS R01 HD108249
6 · The paper itself

Abstract

backgroundMotor vehicle crashes and resultant fatalities remain disproportionately high among young drivers, with crash risk peaking immediately after licensure. Although graduated driver licensing laws (GDL) for young novice drivers have reduced such fatalities, driver error remains a leading cause; thus, prevention efforts that target improving skills in novice teen drivers before licensure are a strong candidate for reducing crash risk early in licensure. States with more comprehensive driver licensing laws that include mandated driver training before licensure in addition to GDL show lower crash rates post-licensure, but these effects were not determined through rigorous controlled studies of driver training. This paper describes the DRIVER study, a phase III randomized trial that tests the effectiveness of two different driver training programs in reducing young driver crash risk early in licensure in Pennsylvania, a state like many others that does not require formal training for young drivers.

methodsLearner drivers age 16 and 17 years will be recruited and followed through the GDL learner phase and for six months post-licensure. Participants will be randomly assigned to one of three interventions: professional behind-the-wheel training (n = 333), online hazard training (n = 333), or an active control online vehicle and driver safety course, unrelated to hazard skills training (n = 333). The primary outcomes are on-road crash risk post-licensure (via kinematic hard braking events tracked through a smartphone-based app) and state license examination performance. Secondary outcomes include change in simulated driving performance from baseline to the time of license examination, self-reported and kinematically tracked risky driving behavior (e.g. cell phone use, speeding) and self-reported crashes. Participants will complete baseline surveys and cognitive assessments to determine potential moderating effects of cognitive maturation and risk-taking tendencies. DISCUSSION: Findings from the DRIVER study will provide insights into training effectiveness generally, and an evidence base for recommendations to policy makers, while also revealing for whom these interventions are less effective.

trial registrationThe study was registered on ClinicalTrials.gov Registry (NCT06413927) in May 2024, https://clinicaltrials.gov/study/NCT06413927 and last updated on August 11th, 2025. This protocol was developed per the SPIRIT (Standard Protocol Items: Recommendations for Interventional Trials) Checklist.

Indexed as

Adolescent DevelopmentDriver TrainingInjury preventionMotor Vehicle CrashesTeen Drivers

Identifiers

PMID41327408
PMCPMC12771938

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.