Intensive, Real-Time Data Collection of Psychological and Physiological Stress During a 96-Hour Field Training Exercise at a Senior Military College: Feasibility and Acceptability Cohort Study.

IF 2 Q3 HEALTH CARE SCIENCES & SERVICES JMIR Formative Research Pub Date : 2024-10-18 DOI:10.2196/60925
Rachele Pojednic, Amy Welch, Margaret Thornton, Meghan Garvey, Tara Grogan, Walter Roberts, Garrett Ash
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Abstract

Background: Poor physical fitness, stress, and fatigue are factors impacting military readiness, national security, and economic burden for the United States Department of Defense. Improved accuracy of wearable biosensors and remote field biologic sample collection strategies could make critical contributions to understanding how physical readiness and occupational stressors result in on-the-job and environment-related injury, sleep impairments, diagnosis of mental health disorders, and reductions in performance in war-fighters.

Objective: This study aimed to evaluate the feasibility and acceptability of intensive biomarker and biometric data collection to understand physiological and psychological stress in Army Reserved Officer Training Corps cadets before, during, and after a 96-hour field training exercise (FTX).

Methods: A prospective pilot study evaluated the feasibility and acceptability of multimodal field data collection using passive drool saliva sampling, sweat sensors, accelerometry, actigraphy, and photoplethysmography. In addition, physical fitness (Army Combat Fitness Test), self-reported injury, and psychological resilience (Brief Resilience Scale) were measured.

Results: A total of 22 cadets were included. Two were lost to follow-up due to injury during FTX, for a retention rate of 91%. Assessments of performance and psychological resilience were completed for all remaining participants, resulting in 100% testing adherence. All participants provided saliva samples before the FTX, with 98% adherence at the second time point and 91% at the third. For sweat, data collection was not possible. Average daily wear time for photoplethysmography devices was good to excellent, meeting a 70% threshold with data collected for ≥80% of person-days at all time points. Of the participants who completed the FTX and 12 completed a post-FTX acceptability survey for a response rate of 60%. Overall, participant acceptance was high (≥80%) for all metrics and devices.

Conclusions: This study demonstrates that wearable biosensors and remote field biologic sample collection strategies during a military FTX have the potential to be used in higher stakes tactical environments in the future for some, but not all, of the strategies. Overall, real-time biometric and biomarker sampling is feasible and acceptable during field-based training and provides insights and strategies for future interventions on military cadet and active-duty readiness, environmental stress, and recovery.

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在一所高级军事学院进行的 96 小时野外训练演习中,对心理和生理压力进行密集、实时的数据收集:可行性和可接受性队列研究》。
背景:体能不足、压力和疲劳是影响军事准备、国家安全和美国国防部经济负担的因素。提高可穿戴生物传感器和远程野外生物样本采集策略的准确性,可为了解体能准备和职业压力如何导致与工作和环境相关的伤害、睡眠障碍、心理健康疾病诊断以及作战人员表现下降做出重要贡献:本研究旨在评估强化生物标志物和生物计量数据收集的可行性和可接受性,以了解陆军预备军官训练团学员在 96 小时野外训练演习(FTX)之前、期间和之后的生理和心理压力:一项前瞻性试点研究评估了使用被动唾液采样、汗液传感器、加速度计、动作计和光电血压计进行多模式野外数据收集的可行性和可接受性。此外,还测量了体能(陆军战斗体能测试)、自我报告的受伤情况和心理复原力(简易复原力量表):结果:共纳入 22 名学员。两名学员因在 FTX 期间受伤而失去随访机会,保留率为 91%。其余所有学员均完成了成绩和心理复原力评估,测试坚持率达到 100%。所有参与者都在 FTX 前提供了唾液样本,第二个时间点的坚持率为 98%,第三个时间点的坚持率为 91%。至于汗液,则无法收集数据。光敏血压计设备的平均每日佩戴时间为良好至优秀,达到了 70% 的临界值,在所有时间点收集到的数据≥80% 人天。在完成 FTX 的参与者中,有 12 人完成了 FTX 后的接受度调查,回复率为 60%。总体而言,参与者对所有指标和设备的接受度都很高(≥80%):本研究表明,军事 FTX 期间的可穿戴生物传感器和远程野外生物样本采集策略有可能在未来更高风险的战术环境中用于某些策略,但并非所有策略。总之,在野战训练中进行实时生物计量和生物标志物采样是可行的,也是可以接受的,并为今后对军事学员和现役军人的战备状态、环境压力和恢复进行干预提供了见解和策略。
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来源期刊
JMIR Formative Research
JMIR Formative Research Medicine-Medicine (miscellaneous)
CiteScore
2.70
自引率
9.10%
发文量
579
审稿时长
12 weeks
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