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心率变异性与商业航空公司飞行员在飞行模拟中的表现。

Heart Rate Variability and Performance of Commercial Airline Pilots during Flight Simulations.

机构信息

Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA 02215, USA.

Department of Medicine, Massachusetts General Hospital/Harvard Medical School, Boston, MA 02114, USA.

出版信息

Int J Environ Res Public Health. 2019 Jan 16;16(2):237. doi: 10.3390/ijerph16020237.

Abstract

Pilots undergo a variety of stressors that may affect their performance during all phases of flight. Heart rate variability (HRV) has been considered as a reliable indicator of the parasympathetic and sympathetic activities of human autonomic nervous system, which can be used to characterize the sympathetic stress response of pilots during flight. In this study, thirty active commercial airline pilots were recruited to fly three flight segments in a Federal Aviation Administration (FAA)-certified A320 flight simulator with each segment at a different carbon dioxide (CO₂) concentration on the flight deck. The pilots performed a series of maneuvers of varying difficulty, and their performance was evaluated by FAA designated pilot examiners. The HRV metrics (SDNN, RMSSD and LF/HF ratio) of each pilot both before and during flight simulations were measured with a Movisens EcgMove3 sensor. The average SDNN, RMSSD and LF/HF ratio of the pilots during flight simulations were 34.1 ± 12.7 ms, 23.8 ± 10.2 ms and 5.7 ± 2.8 respectively. Decreased HRV was associated with aging, obesity and performing difficult maneuvers. Both CO₂ exposure and HRV had an independent effect on the pilot performance, while their interaction was not significant. The generalized additive mixed effect model results showed that a pilot performed better on a maneuver when his stress response was lower, as indicated by higher SDNN and RMSSD and lower LF/HF ratio. An interquartile range (IQR) increase in SDNN (21.97 ms) and RMSSD (16.00 ms) and an IQR decrease in LF/HF ratio (4.69) was associated with an increase in the odds of passing a maneuver by 37%, 22% and 20%, respectively.

摘要

飞行员在飞行的各个阶段都会经历各种压力源,这些压力源可能会影响他们的表现。心率变异性(HRV)一直被认为是人类自主神经系统副交感和交感活动的可靠指标,可用于描述飞行员在飞行过程中的交感应激反应。在这项研究中,招募了 30 名现役商业航空公司飞行员,让他们在联邦航空管理局(FAA)认证的 A320 飞行模拟器中驾驶三段航程,每段航程的飞行甲板上二氧化碳(CO₂)浓度都不同。飞行员完成了一系列不同难度的机动动作,其表现由 FAA 指定的飞行员检查员进行评估。使用 Movisens EcgMove3 传感器测量了每位飞行员在飞行模拟前后的 HRV 指标(SDNN、RMSSD 和 LF/HF 比值)。飞行员在飞行模拟期间的平均 SDNN、RMSSD 和 LF/HF 比值分别为 34.1±12.7ms、23.8±10.2ms 和 5.7±2.8。HRV 降低与年龄增长、肥胖和完成困难机动动作有关。CO₂暴露和 HRV 都对飞行员的表现有独立影响,而它们之间的相互作用并不显著。广义加性混合效应模型的结果表明,当飞行员的应激反应较低时,即 SDNN 和 RMSSD 较高,LF/HF 比值较低时,他在机动动作上的表现会更好。SDNN(21.97ms)和 RMSSD(16.00ms)的四分位间距(IQR)增加和 LF/HF 比值(4.69)的 IQR 降低分别与通过机动动作的几率增加 37%、22%和 20%相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1c95/6352143/17a3f4aedb64/ijerph-16-00237-g001.jpg

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