ArticleSensors (Basel, Switzerland)2023
Analysis of Relation between Brainwave Activity and Reaction Time of Short-Haul Pilots Based on EEG Data.
Article in Sensors (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
7 citing papers in PubMed.
- Effects of static and dynamic canine-assisted intervention in young adults: sex differences in hormonal, EEG, HRV, and emotional responses.Scientific reports · 2026Article
- Study on the effects of mental training on brain functional networks in operators during the glide phase of simulated carrier-based aircraft landing.Frontiers in psychology · 2026Article
- Measuring Bound Attention During Complex Liver Surgery Planning: Feasibility Study.JMIR formative research · 2025Article
- Cognitive Response of Underground Car Driver Observed by Brain EEG Signals.Sensors (Basel, Switzerland) · 2024Article
- Detection of Pilots' Psychological Workload during Turning Phases Using EEG Characteristics.Sensors (Basel, Switzerland) · 2024Article
- The evaluation of cEEGrids for fatigue detection in aviation.Sleep advances : a journal of the Sleep Research Society · 2024Article
- The Use of Quantitative Electroencephalography (QEEG) to Assess Post-COVID-19 Concentration Disorders in Professional Pilots: An Initial Concept.Brain sciences · 2023Article
Corrections and comments
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Authors and funding
4 authors.
Funding
Abstract
The purpose of this research is to examine and assess the relation between a pilot's concentration and reaction time with specific brain activity during short-haul flights. Participants took part in one-hour long flight sessions performed on the FNPT II class flight simulator. Subjects were instructed to respond to unexpected events that occurred during the flight. The brainwaves of each participant were recorded with the Emotiv EPOC+ Scientific Contextual EEG device. The majority of participants showed a statistically significant, positive correlation between Theta Power in the frontal lobe and response time. Additionally, most subjects exhibited statistically significant, positive correlations between band-power and reaction times in the Theta range for the temporal and parietal lobes. Statistically significant event-related changes (ERC) were observed for the majority of subjects in the frontal lobe for Theta frequencies, Beta waves in the frontal lobe and in all lobes for the Gamma band. Notably, significant ERC was also observed for Theta and Beta frequencies in the temporal and occipital Lobes, Alpha waves in the frontal, parietal and occipital lobes for most participants. A difference in brain activity patterns was observed, depending on the performance in time-restricted tasks.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.