Engineering 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 …

Assessing Unstabilized Approaches: A Phenomenology Study Of The Risk Perceptions And Decision-Making Thought Process Of General Aviation Pilots., Shlok Misra, Jorge L. D. Albelo Ph.D., Victor Fraticelli Rivera

Publications

The Federal Aviation Administration emphasized the need to focus on and develop human factors training as early as 1993 in official Human Factors Policy Order 9550.8. The purpose of this study was to conduct a detailed qualitative phenomenological analysis of the risk perceptions and decision-making model of collegiate aviation pilots for unstabilized approaches. The study focused on understanding how collegiate aviation pilots perceive unstable approaches, the risk associated with unstable approaches, and the factors that trigger pilots to execute a go-around. The International Air Transportation Association warns that continuing an unstabilized approach can lead to runway excursions, hard landings causing …

Safety Culture Awareness In Aviation Maintenance: Foundations To Present, Tori Kobayashi

Student Works

Safety Culture awareness in aviation maintenance organizations is necessary for the performance of effective maintenance and the safe operation of aircraft. Maintenance organizations that promote a strong culture of safety encourage honesty and integrity within the workplace. The environment where maintenance is performed differs from other aviation related operations. The promotion of safety in maintenance operations has been proven over time in publications written by the earliest pioneer in aviation safety, Jerome Lederer. The awareness of safety culture in aviation maintenance has evolved with the industry to the present day.

High Consequence Safety Research And Policy: The Us Airline Application, Calissa Spooner, Tori Kobayashi, Brent D. Bowen

Student Works

The implementation of safety programs in Flight Operations has been successful since the Federal Aviation Administration formally introduced Safety Management Systems (SMS) procedures in 2000. The addition of safety programs like SMS into aviation organizations has been confirmed to improve safety culture, communication, and overall hazard mitigation. This research explores the changes and improvements that are made in maintenance programs where an SMS is formally implemented. In the United States it is legal for children under the age of twenty-four months to fly in commercial aircraft on the lap of a parent or guardian, while being unsecured or unrestrained. Throughout …

Flight Data Analysis: A Mixed Methodology Construct, Tori Kobayashi, Brent D. Bowen, Brian J. Roggow

Student Works

This exploratory study utilizes large data sets emanating from flight data recorders on a fleet of general aviation training aircraft. These flight data sets reveal and provide potential correlations between pilot experience levels and in-flight engine events within a flight school environment. The origin of this research comes from the collection of flight data that is produced during a flight school aircraft operation and analyzed by an Aviation Safety staff at a major flight training university. These data were collected over a period of six calendar months during the calendar year 2018. The raw data is analyzed through a Flight …

Discovering The Data Of Safety: Embry-Riddle’S Aviation Safety And Security Archives, Melissa Gottwald, Michelle M. Bennett, Brent D. Bowen, Erin E. Bowen, Jordan I. Brown, Ed J. Coleman, Timothy B. Holt, William D. Waldock

Publications

The path to the sky and beyond has not been simple or obstacle-free, but dedicated dreamers have worked to overcome obstacles, learn from mishaps, and develop new technologies to achieve their goals. As the leading university for aviation and aerospace education, Embry-Riddle Aeronautical University maintains a firm commitment to the practice and study of safety. As part of this mission, the university has established the Aviation Safety and Security Archives (ASASA) which is a national treasure of aviation safety history and information.

The Vulnerabilities Of Hypoxic Events Within General Aviation, Timothy B. Holt, Jacqueline Luedtke, Claire Schindler

Publications

The problem this study addresses is the uncertainty of the common circumstances that general aviation pilots find themselves in that create a hypoxic state, their symptoms of hypoxia, as well as whether or not that pilot deemed the event to put them in an unsafe flight condition. The results of this study showed not only those that were impacted the greatest by hypoxia, but also a caring concern for reporting these events to better flight physiology training. The key elements for this research were:

• Level of pilot experience who have experienced hypoxia
• Reporting statistics
• Symptoms experienced
• Suggestions for bettering flight …

Early Morning Concurrent Session: Aviation Management And Operations: Presentation: The Results Of Non-Compliance With Checklist Use And Control Checks In The Bed Runway Overrun Crash, Robert Sumwalt

Aviation / Aeronautics / Aerospace International Research Conference

No abstract provided.

Crew Resource Management Application In Commercial Aviation, Frank Wagener, David C. Ison

Aeronautics, Graduate Studies - Worldwide

"The purpose of this study was to extend previous examinations of commercial multi-crew airplane accidents and incidents to evaluate the Crew Resource Management (CRM) application as it relates to error management during the final approach and landing phase of flight. With data obtained from the Federal Aviation Administration (FAA) and the National Transportation Safety Board (NTSB), a x2 test of independence was performed to examine if there would be a statistically significant relationship between airline management practices and CRM-related causes of accidents/incidents. Between 2002 and 2012, 113 accidents and incidents occurred in the researched segments of flight. In total, 57 …

Trends. Aviation Security: Problems In Arguments Against Arming Pilots, Ibpp Editor

International Bulletin of Political Psychology

This Trends article discusses a press release from the Violence Policy center, which strongly advocates against arming commercial airline pilots against terrorists.

Trends. Problems In Cultural Transplants: From Aviation To Medicine, Ibpp Editor

International Bulletin of Political Psychology

This article discusses the issues with transferring aviation security to medical cultures.

Trends. The Egyptair 990 Crash: A Misconception About Psychological Screening, Ibpp Editor

International Bulletin of Political Psychology

The article discusses the common, publicly promulgated misconception about psychological screening of pilots and other aircrew members in the aftermath of the EgyptAir 990 crash.

Trends. The Crash Of Egyptair 990: Realities Of Psychological Screening, Ibpp Editor

International Bulletin of Political Psychology

The article further discusses the crash of EgyptAir 990 and the lack of periodic, formal psychological screening by many commercial airlines of all pilots and other members of a flight crew.