Associated Laboratory for Energy, Transports and Aeronautics, (LAETA/PROA), Faculty of Engineering, University of Porto, 4200-465 Porto, Portugal.
Porto Biomechanics Laboratory, University of Porto, 4200-450 Porto, Portugal.
Int J Environ Res Public Health. 2021 Aug 20;18(16):8815. doi: 10.3390/ijerph18168815.
During operational activities, military personnel face extremely demanding circumstances, which when combined lead to severe fatigue, influencing both their well-being and performance. Physical exertion is the main condition leading to fatigue, and its continuous tracking would help prevent its effects. This review aimed to investigate the up-to-date progress on non-invasive physiological monitoring to evaluate situations of physical exertion as a pre-condition to fatigue in military populations, and determine the potential associations between physiological responses and fatigue, which can later result in decision-making indicators to prevent health-related consequences. Adhering to the PRISMA Statement, four databases (Scopus, Science Direct, Web of Science and PubMed) were used for a literature search based on combinations of keywords. The eligibility criteria focused on studies monitoring physiological variables through non-invasive objective measurements, with these measurements being developed in military field, combat, or training conditions. The review process led to the inclusion of 20 studies. The findings established the importance of multivariable assessments in a real-life context to accurately characterise the effects of military practices. A tendency for examining heart rate variables, thermal responses, and actigraphy measurements was also identified. The objectives and experimental protocols were diverse, but the effectiveness of non-invasive measurements in identifying the most fatigue-inducing periods was demonstrated. Nevertheless, no assessment system for standardised application was presented. Future work may include the development of assessment methods to translate physiological recordings into actionable information in real-time and mitigate the effects of fatigue on soldiers' performance accurately.
在作战活动中,军人面临着极其苛刻的环境,这些因素加在一起会导致严重的疲劳,影响他们的健康和表现。体力消耗是导致疲劳的主要条件,对其进行持续跟踪有助于防止其产生影响。本综述旨在调查非侵入性生理监测的最新进展,以评估军事人群中体力消耗作为疲劳前状态的情况,并确定生理反应与疲劳之间的潜在关联,这些关联可以为预防与健康相关的后果提供决策指标。本研究遵循 PRISMA 声明,通过关键词组合,在四个数据库(Scopus、Science Direct、Web of Science 和 PubMed)中进行文献检索。纳入标准侧重于通过非侵入性客观测量监测生理变量的研究,这些测量是在军事领域、战斗或训练条件下开发的。审查过程纳入了 20 项研究。研究结果确立了在真实环境中进行多变量评估以准确描述军事实践影响的重要性。还确定了检查心率变量、热响应和运动计测量的趋势。研究目的和实验方案多种多样,但证明了非侵入性测量在确定最易引起疲劳的时期方面的有效性。然而,并没有提出标准化应用的评估系统。未来的工作可能包括开发评估方法,将生理记录实时转化为可操作信息,并准确减轻疲劳对士兵表现的影响。