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机组人员实际与规定的睡眠时间表及由此产生的疲劳估计。

Aircrew Actual vs. Prescriptive Sleep Schedules and Resulting Fatigue Estimates.

出版信息

Aerosp Med Hum Perform. 2021 Oct 1;92(10):806-814. doi: 10.3357/AMHP.5820.2021.

Abstract

Fatigue is an insidious and costly occurrence in the aviation community, commonly a consequence of insufficient sleep. Some organizations use scheduling tools to generate prescriptive sleep schedules to help aircrew manage their fatigue. It is important to examine whether aircrew follow these prescriptive schedules, especially in very dynamic environments. The current study compares aircrew sleep during missions to prescriptive sleep schedules generated by a mission scheduling tool. Participating in the study were 44 volunteers (M= 28.23, SD= 4.23; Proportion= 77.27%) from a C-17 mobility squadron providing 25 instances of sleep and mission data (80 flights total). Aircrew wore actigraph watches to measure sleep during missions and prescriptive sleep schedules were collected. Actual and prescriptive sleep was compared with calculated performance effectiveness values per minute across mission flights. Prescriptive schedules generally overestimated effectiveness during missions relative to estimated actual sleep, potentially causing shifts in effectiveness to ranges of increased risk requiring elevated fatigue mitigation efforts. Actual and prescriptive effectiveness estimates tended to increasingly diverge over the course of missions, which magnifies differences on longer missions. The current study suggests that aircrew sleep during missions often does not align with prescriptive sleep schedules generated by mission planning software, resulting in effectiveness estimates that are generally lower than predicted. This might discourage aircrew from using mission effectiveness graphs as a fatigue mitigation tool. Additionally, because fatigue estimates factor into overall operational risk management processes, these schedules might underestimate risks to safety, performance, and health. .

摘要

疲劳是航空界一个隐蔽且代价高昂的现象,通常是由于睡眠不足引起的。一些组织使用调度工具来生成规定性的睡眠计划,以帮助机组人员管理疲劳。重要的是要检查机组人员是否遵守这些规定性的时间表,尤其是在非常动态的环境中。本研究比较了机组人员在任务期间的睡眠与任务调度工具生成的规定性睡眠计划。 参与研究的是来自 C-17 运输机中队的 44 名志愿者(M=28.23,SD=4.23;比例=77.27%),他们提供了 25 次睡眠和任务数据(总计 80 次飞行)。机组人员佩戴活动记录仪来测量任务期间的睡眠情况,并收集规定性的睡眠计划。实际和规定性的睡眠与每架任务飞行的每分钟计算的绩效有效性值进行比较。 相对于估计的实际睡眠,规定性时间表通常在任务期间高估了有效性,这可能导致有效性转移到需要增加疲劳缓解措施的风险增加范围。实际和规定性的有效性估计在任务过程中往往会越来越偏离,这会放大更长任务中的差异。 本研究表明,机组人员在任务期间的睡眠通常与任务规划软件生成的规定性睡眠计划不一致,导致有效性估计通常低于预期。这可能会阻止机组人员将任务有效性图表作为疲劳缓解工具使用。此外,由于疲劳估计因素会影响整体运营风险管理流程,因此这些时间表可能会低估对安全、绩效和健康的风险。

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