# Human Contributions to Safety Data Testbed Flight Simulation Study: Data Methods, Processing, and Quality

**Authors:** Tyler Fettrow, Chad Stephens, Lance Prinzel, Jon Holbrook, Kathryn Ballard, Sepehr Bastami, Michael Stewart, Daniel Kiggins

PMC · DOI: 10.1038/s41597-025-05336-7 · Scientific Data · 2025-07-16

## TL;DR

This study uses flight simulations to explore how commercial pilots handle challenging situations, collecting data on their behavior and physiological responses to improve aviation safety.

## Contribution

The study introduces a novel methodological framework combining human factors assessments and psychophysiological data to quantify pilot resilience.

## Key findings

- Pilot behavior and resilience were studied during simulated real-world aviation challenges.
- A combination of NASA-TLX, SART, EEG, ECG, and eye tracking data was collected.
- The data and code are publicly available for further research on resilient behavior.

## Abstract

NASA’s System-Wide Safety Project achieved a pivotal milestone through a structured observation simulation experiment aiming to transform safety in aviation. Building on prior initiatives, the study investigates pilot behavior and resilience during challenging scenarios. We studied 24 commercial pilots performing simulated real-world challenges during approach to KCLT such as traffic compression, convective weather, and modulating workload. We acquired standard human factors assessments like NASA-TLX and SART, and also collected a variety of psychophysiological measures such as EEG, ECG, and eye tracking. We employed custom questionnaires and retrospective think-aloud exercises to enable quantifying resilient and safe behavior. Video and audio were also recorded from multiple sources. This paper provides details regarding methodological procedures, data management, and a glimpse at some preliminary analyses. The data and code are publicly available providing a dynamic resource that encourages public contribution to quantification of resilient behavior in commercial airline pilots.

## Full-text entities

- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC12267583/full.md

## Figures

10 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12267583/full.md

## References

5 references — full list in the complete paper: https://tomesphere.com/paper/PMC12267583/full.md

---
Source: https://tomesphere.com/paper/PMC12267583