Psychology Commons^™

Using Natural Language Processing To Identify Mental Health Indicators In Aviation Voluntary Safety Reports, Michael Sawyer, Katherine Berry, Amelia Kinsella, R Jordan Hinson, Edward Bynum

National Training Aircraft Symposium (NTAS)

Voluntary Safety Reporting Programs (VSRPs) are a critical tool in the aviation industry for monitoring safety issues observed by the frontline workforce. While VSRPs primarily focus on operational safety, report narratives often describe factors such as fatigue, workload, culture, staffing, and health, directly or indirectly impacting mental health. These reports can provide individual and organizational insights into aviation personnel's physical and psychological well-being. This poster introduces the AVIation Analytic Neural network for Safety events (AVIAN-S) model as a potential tool to extract and monitor these insights. AVIAN-S is a novel machine-learning model that leverages natural language processing (NLP) to analyze …

Discrete Information Object Analysis Of Primary Flight Display Clutter, Kenneth Ward

National Training Aircraft Symposium (NTAS)

Modern aircraft utilize digital display screens to provide critical flight and system status information to pilots. As computing power has increased, the number of data sources and information presented has also increased, with the goal of increasing situational awareness. However, the display can become cluttered with extraneous or irrelevant information, to the detriment of pilot cognitive workload. Pilot perceptions of clutter vary with flight experience, introducing unique considerations in the flight training environment, given the experience difference between instructors and students. Researchers have studied the problem, identifying both the number of visual objects and information density as predictors of perception …

Equality And Hierarchy In Human-Robot Interaction, Kathryn E. Golden Miss, Kimberly Stowers

Human Factors and Applied Psychology Student Conference

No abstract provided.

Attitudes Of Air Pollution From Commercial Aircraft: A Comparison Between Cultures And Genders, Sierra L. Gaenicke, Scott R. Winter, Stephen Rice, Ismael Cremer

Human Factors and Applied Psychology Student Conference

Studies have focused on cultural and gender differences based on perceptions of air pollution. Although these studies provided valuable information on cultural and gender differences on perceptions of air pollution, there have not been studies conducted regarding consumer’s perceptions on air pollution from commercial aircraft and their willingness to fly. Therefore, the purpose of this study was to examine how varying pollution levels influenced participant’s willingness to fly across two nationalities and genders.

In the study, five hundred and ninety-nine participants from India and the United States answered questions related to their attitudes toward flying on an aircraft emitting air …