Evidence map›Paper›PMID 41031801›Full record

ArticleInternational journal of occupational medicine and environmental health2025

Effect of unmanned aerial vehicle mission difficulty level on pilot's autonomic nervous system.

Przemysław Wojciechowski, Konrad Wojtowicz, Jan Błaszczyk

Abstract read
In one paragraph

Article in International journal of occupational medicine and environmental health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Przemysław WojciechowskiMilitary University Of Technology, Warsaw, Poland (Faculty of Mechatronics, Armament and Aerospace).
Konrad WojtowiczMilitary University Of Technology, Warsaw, Poland (Faculty of Mechatronics, Armament and Aerospace).
Jan BłaszczykCalisia University, Kalisz, Poland (Faculty of Health Sciences).

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesThe aim of this article is to investigate the psychophysiological responses of unmanned aerial vehicle (UAV) pilots during flight simulations with high mission complexity. In particular, it focuses on the responses of the sympathetic and parasympathetic parts of the autonomic nervous system. MATERIAL AND

methodsFourteen pilots aged 26-31 years took part in the study. The research was conducted using a UAV flight simulator. During the test, data was collected from electrocardiogram sensor and piezoelectric (lead zirconate titanate - PZT) respiration sensor as well as the pilot's mission performance was assessed. In addition, the test subjects were subjected to a simple reaction speed test after the completed exercise.

resultsFor missions classified as having low difficulty, the mean RR interval (meanRR) was 1004.03 milliseconds, with a standard deviation (SD) = 18.5 ms. This corresponds to an mean heart rate of about 59.8 bpm (SD = 1.1), which is 16.9% longer than the RR intervals observed during high difficulty missions (meanRR±SD 859±59.75 ms). The values of respiratory rate per minute for the different levels of difficulty were M±SD 17.3±0.87 for low, 18.1±1.04 for medium, and 18.8±0.41 for high mission difficulty.

conclusionsA correlation between the effects of an unmanned aircraft flight simulator and the pilot's body was proven. By means of tests using electrocardiogram, PZT and reaction time measurements, it was proven that the flight simulator directly induces stressful stimuli that affect the subject's body. By analyzing the individual results, it was also proven that the sympathetic part of the nervous system is activated as the level of mission difficulty increases. Int J Occup Med Environ Health. 2025;38(4):391-404.

Indexed as

Autonomic Nervous SystemPilotsUnmanned Aerial DevicesAdultAircraftElectrocardiographyHeart RateHumansMaleRespiratory Rateautonomic nervous systemECGflight simulatorpilotPZTUAV

Identifiers

PMID41031801
PMCPMC12645384

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Registered trials

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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.