Related Experiment Video
Updated: Jul 19, 2026

Eye Tracking During A Complex Aviation Task For Insights Into Information Processing
Published on: April 4, 2025
General aviation accidents in degraded visibility: a case control study of 72 accidents
1Safety Studies and Data Analysis Division, National Transportation Safety Board, Washington, DC 20594, USA. GroffL@ntsb.gov
Background:
Accidents in degraded visibility continue to account for a disproportionately large number of fatal crashes and fatalities in general aviation (GA). However, the relatively small percentage of these crashes annually suggests that even a small reduction in the number of crashes can result in a large reduction in associated fatalities.
Objective:
This study identified risk factors associated with GA accidents that occur in degraded visibility.
Methods:
Data collected during 72 National Transportation Safety Board investigations of GA accidents were compared with data collected from 135 control flights matched on weather conditions, location, time, and rules of flight. Study variables included pilot demographics, experience, testing and accident histories, and the purpose and length of flights. Initial comparisons were conducted using Chi-square analyses, followed by the development of a logistic regression model.
Results:
Univariate analyses identified significant differences in pilot age at accident, age at initial certification, certificate level, instrument rating, testing performance, and previous accident involvement. There were also significant differences between groups related to aircraft ownership, purpose of flight, and intended flight length. The logistic regression revealed significant increased risk for pilots initially certified after age 25 [odds ratio (OR) 4.5, 95% confidence interval (CI) 1.9-10.81, without instrument ratings (OR 4.8, 95% CI 1.8-12.8), with prior accidents/incidents (OR 3.1, 95% CI 1.1-8.7), and for intended flights longer than 300 nmi (OR 4.6, 95% CI 1.6-13.8).
Conclusions:
Certain risk factors (e.g., instrument rating) were consistent with previous research, while others (e.g., age at certification) raise questions for future research.
Related Concept Videos
Photoreceptors and Visual Pathways
Glaucoma: Overview
Sight Distance in a Vertical Curve
Hypothesis Test for Test of Independence
H0: The two variables (factors)...
Hazard Ratio
For example, in a clinical trial evaluating a...
Visual Agnosia

