Browse Publications Technical Papers 2018-01-0496
2018-04-03

Epidemiological Study Designs Applied to Driving Safety: Definitions and Examples 2018-01-0496

Four major epidemiological study designs are reviewed: cohort, case-control, case-cohort, and case-crossover. In the medical field, these study designs and their analysis methods are commonly used to estimate the effect of exposure to a disease on an outcome (such as death). The formal epidemiological definition of each design in the medical field is here translated into the context of real-world and naturalistic driving safety studies. For example, instead of an outcome of death, the outcome becomes a crash or other safety-relevant event. Instead of exposure to a disease, the exposure becomes a driver activity such as a secondary task (e.g., talking on a cell phone), a driver impairment (e.g., drunk or drugged), or a driver behavior error (e.g., speeding). The effect size measures of the exposure on the outcome include the rate ratio, risk ratio, and odds ratio. Careful selection of a study design and the appropriate analysis method for that study design is vital to obtaining a valid effect size measure. It is also critical to control or adjust for factors that can bias the effect size, including driver demographic factors (e.g., sex, age, driving experience), and environmental factors (e.g., traffic density, closeness to junction, weather). An incorrect design or analysis method, or insufficient adjustment for biases, will give rise to an invalid estimate of the population effect size. Examples of applying the four epidemiological study designs to driving safety will be presented using hypothetical data, naturalistic driving study data, and real-world study data.

SAE MOBILUS

Subscribers can view annotate, and download all of SAE's content. Learn More »

Access SAE MOBILUS »

Members save up to 18% off list price.
Login to see discount.
Special Offer: Download multiple Technical Papers each year? TechSelect is a cost-effective subscription option to select and download 12-100 full-text Technical Papers per year. Find more information here.
We also recommend:
TECHNICAL PAPER

Comparing the Driving Safety Benefits of Brain Fitness Training Programs for Older Drivers

2016-01-1441

View Details

TECHNICAL PAPER

A Procedure for Measuring Instrument Panel Visibility

720232

View Details

TECHNICAL PAPER

Advanced Indication of Braking: A Practical Safety Measure for Improvement of Decision-Reaction Time for Avoidance of Rear-End Collisions

940644

View Details

X