Related Experiment Video
Updated: May 8, 2026

Tactile Vibrating Toolkit and Driving Simulation Platform for Driving-Related Research
Published on: December 18, 2020
Unsupervised driving by learner licence holders: associated characteristics and crash risk
John Langley1, Dorothy Begg, Ari Samaranayaka
1Injury Prevention Research Unit, Department of Preventive and Social Medicine, Dunedin School of Medicine, University of Otago, PO Box 56, Dunedin 9054, New Zealand.
Aims:
To determine: (a) the association between socio-demographic, and behavioural factors and compliance with supervised driving condition as a learner licensed driver, (b) whether unsupervised driving as a learner licence holder was associated with elevated crash risk while holding a learner licence.
Study Design:
The study population was the New Zealand Drivers Study (NZDS) cohort, a prospective cohort study designed to explore the relationship between a comprehensive range of driving and traffic safety related factors and subsequent traffic crashes and convictions among newly licensed drivers.
Results:
Thirty-one percent of the study sample was non-compliant at least once with the supervised driving condition. Many socio-demographic and behavioural risk factors were independently associated with unsupervised driving. The strength of the associations was greatest for those with relatively high levels of unsupervised driving (13+ trips). High distance driven showed the strongest relationship: RR 8.91 (95% CI 5.27-15.07). Unsupervised driving was associated with increased risk of crash: 1-12 trips: RR 1.84 (1.29-2.61), and 13+ trips: RR 2.71 (1.94-3.80). Given that a significant portion of learner licence holders report driving unsupervised and those that violate this condition the most are more likely to crash, evaluation of strategies designed at improving compliance with learner licence supervised driving condition should be a research priority.
Related Concept Videos
Hypothesis Test for Test of Independence
H0: The two variables (factors)...
Relative Risk
Survey Safety
Determination of Expected Frequency
Introduction to Test of Independence
The test statistic for a test of independence is similar to that of a goodness-of-fit test:
