UMDNJ - Robert Word Johnson, Medical School, Piscataway, NJ, United States.
Int J Psychophysiol. 2010 May;76(2):80-7. doi: 10.1016/j.ijpsycho.2010.02.006. Epub 2010 Feb 19.
Seven professional airplane pilots participated in a one-session test in a Boeing 737-800 simulator. Mental workload for 18 flight tasks was rated by experienced test pilots (hereinafter called "expert ratings") and by study participants' self-report on NASA's Task Load Index (TLX) scale. Pilot performance was rated by a check pilot. The standard deviation of R-R intervals (SDNN) significantly added 3.7% improvement over the TLX in distinguishing high from moderate-load tasks and 2.3% improvement in distinguishing high from combined moderate and low-load tasks. Minimum RRI in the task significantly discriminated high- from medium- and low-load tasks, but did not add significant predictive variance to the TLX. The low-frequency/high-frequency (LF:HF) RRI ratio based on spectral analysis of R-R intervals, and ventricular relaxation time were each negatively related to pilot performance ratings independently of TLX values, while minimum and average RRI were positively related, showing added contribution of these cardiac measures for predicting performance. Cardiac results were not affected by controlling either for respiration rate or motor activity assessed by accelerometry. The results suggest that cardiac assessment can be a useful addition to self-report measures for determining flight task mental workload and risk for performance decrements. Replication on a larger sample is needed to confirm and extend the results.
七位专业的飞机飞行员在波音 737-800 模拟器中参加了一次单会话测试。18 项飞行任务的心理工作量由经验丰富的测试飞行员(以下简称“专家评级”)和研究参与者根据 NASA 任务负荷指数(TLX)量表进行自我报告。由检查飞行员对飞行员的表现进行评级。RR 间隔的标准偏差(SDNN)在区分高负荷和中负荷任务方面显著提高了 3.7%,在区分高负荷和中低负荷任务方面提高了 2.3%。任务中的最低 RR 间期显著区分了高、中、低负荷任务,但 TLX 并没有增加显著的预测方差。基于 RR 间期频谱分析的低频/高频(LF:HF)RR 比以及心室弛豫时间与飞行员表现评分独立相关,而最低和平均 RR 间期与表现评分正相关,表明这些心脏测量指标对预测表现有额外的贡献。心脏结果不受通过呼吸频率或通过加速度计评估的运动活动进行控制的影响。结果表明,心脏评估可以作为自我报告措施的有用补充,用于确定飞行任务的心理工作量和表现下降的风险。需要在更大的样本上进行复制,以确认和扩展结果。