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虚拟现实个性化应激接种适应性训练

Virtual Reality Adaptive Training for Personalized Stress Inoculation.

机构信息

Iowa State University, USA.

出版信息

Hum Factors. 2025 Jan;67(1):5-20. doi: 10.1177/00187208241241968. Epub 2024 Mar 28.

Abstract

OBJECTIVE

To evaluate a personalized adaptive training program designed for stress prevention using graduated stress exposure.

BACKGROUND

Astronauts in the high-risk space mission environment are prone to performance-impairing stress responses, making preemptive stress inoculation essential for their training.

METHODS

This work developed an adaptive virtual reality-based system that adjusts environmental stressors based on real-time stress indicators to optimize training stress levels. Sixty-five healthy subjects underwent task training in one of three groups: (no stressors), (prescheduled stressor changes), and . Psychological (subjective stress, task engagement, distress, worry, anxiety, and workload) and physiological (heart rate, heart rate variability, blood pressure, and electrodermal activity) responses were measured.

RESULTS

The condition showed a significant decrease in heart rate and a decreasing trend in heart rate variability ratio, with no changes in the other training conditions. Distress showed a decreasing trend for the and conditions. Task engagement showed a significant increase for and a significant decrease for the condition. All training conditions showed a significant decrease in worry and anxiety and a significant increase in the other heart rate variability metrics.

CONCLUSION

Although all training conditions mitigated some stress, the preponderance of trial effects for the condition supports that it is more successful at decreasing stress.

APPLICATION

The integration of real-time personalized stress exposure within a VR-based training program not only prepares individuals for high-stress situations by preemptively mitigating stress but also customizes stressor levels to the crew member's current state, potentially enhancing resilience to future stressors.

摘要

目的

评估一种使用渐进性应激暴露设计的个性化适应性训练方案,以预防应激。

背景

处于高风险太空任务环境中的宇航员容易出现影响表现的应激反应,因此对他们进行预防性应激接种至关重要。

方法

本研究开发了一种基于虚拟现实的自适应系统,根据实时应激指标调整环境应激源,以优化训练应激水平。65 名健康受试者在以下三组中的一组中接受任务训练:(无应激源)、(预设应激源变化)和 。测量心理(主观应激、任务参与度、苦恼、担忧、焦虑和工作量)和生理(心率、心率变异性、血压和皮肤电活动)反应。

结果

条件组的心率显著降低,心率变异性比值呈下降趋势,而其他训练条件无变化。苦恼在 和 条件下呈下降趋势。任务参与度在 和 条件下显著增加,在 条件下显著降低。所有训练条件的担忧和焦虑均显著降低,其他心率变异性指标均显著升高。

结论

虽然所有训练条件都减轻了一些压力,但 条件的试验效果占主导地位,表明其在降低压力方面更成功。

应用

将实时个性化应激暴露整合到基于 VR 的训练方案中,不仅可以通过预先减轻应激来为个体做好应对高应激情况的准备,还可以根据机组人员的当前状态定制应激源水平,从而提高对未来应激源的适应能力。

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