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高认知负荷下工作记忆VR训练对陆军军人HRV及眼动影响的研究OACSTPCD

Study on impact of high cognitive load working memory VR training on army soldiers'HRV and eye movement

中文摘要英文摘要

目的 探讨高认知负荷下工作记忆虚拟现实(VR)训练对陆军军人心率变异性(HRV)及眼动信号的影响.方法 从某陆军单位抽取56名陆军军人,分为驾车组和哨卡组,被试者均为男性,平均年龄为(20.76±1.60)岁.采集驾车组和哨卡组训练前、后VR测验的HRV[标准化的高频功率(HFnorm)、标准化的低频功率(LFnorm)、HF与LF的比值(HF/LF比值)]及眼动信号(瞳孔直径和瞳孔位置热点图).用配对样本t检验、Wilcoxon符号秩和检验、Pearson相关分析等统计方法对数据进行分析.结果 驾车组和哨卡组任务训练前的瞳孔直径均明显大于任务训练后(P<0.01).除A1d1任务训练前的HFnorm明显大于任务训练后,其余任务训练前与任务训练后的LFnorm,HFnorm和LF/HF比值比较差异均无统计学意义(P>0.05).除A1d1和B1a1任务之外,其余任务训练前的瞳孔位置分布较任务训练后更为集中.结论 高认知负荷下工作记忆VR训练对提高军人认知负荷容量和工作记忆能力是有效的.

Objective To investigate the effects of high cognitive load working memory virtual reality(VR)training on the heart rate variability(HRV)and eye movement signals of army soldiers.Methods A total of 56 male army soldiers were extracted from a certain army unit and randomly divided into the driving group and sentry group,their average age was(20.76±1.60)years old.HRV(LF norm,HFnorm,and LF/HF ratio)and eye movement signals(pupil diameter and pupil position heat map)were collected before and after VR tests for the driving group and sentry group.The data were analyzed by the statistical methods such as paired sample t-tests,Wilcoxon rank sum test and Pearson correlation analysis.Results The pupil diameter before the task test in the driving group and sentry group was significantly larger than that after the task training(P<0.01).Except the detected HFnorm value before the A1d1 task training was significantly greater than that after the task training,there were no statistically significant differences in LFnorm,HFnorm,and LF/HF ratio before and after the tasks training for the other tasks.Except for A1d1 and B1a1 task,the pupil position distribution before the tasks training for the other tasks was more concentrated than after the tasks training.Conclusion High cognitive load working memory VR training is effectively for increasing the sol-diers'cognitive load capacity and working memory ability.

杨珮艺;詹雨;程晓彤;冯正直

陆军军医大学医学心理系,重庆 400038中国人民解放军32298部队,山东潍坊 261000

陆军军人;虚拟现实;高认知负荷;工作记忆;眼动;心率变异性

army soldiers;virtual reality;high cognitive load;working memory;eye movement;heart rate variability

《重庆医学》 2024 (007)

979-984,992 / 7

军队后勤科研重大课题(ALJ22J002).

10.3969/j.issn.1671-8348.2024.07.004

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