虚拟现实认知评估系统在青年男性高原作业人员中的初步验证与应用研究

Feasibility and preliminary application of a virtual reality-based cognitive assessment system in high-altitude environment

  • 摘要: 背景 高原缺氧与环境应激会显著损害个体的注意、记忆和执行等核心认知功能,进而影响高原作业表现。传统纸笔测评生态效度有限,难以满足复杂环境下的认知功能监测需求。目的 评估基于虚拟现实(virtual reality,VR)技术构建的虚拟现实认知评估系统在高原环境下对认知功能变化的敏感性和应用价值。方法 选取即将进入高原的男性青年个体,在平原(海拔约300 m)和进入高原1 周(海拔约3 650 m)分别进行认知功能评估。采用蒙特利尔认知评估测试(montreal cognitive assessment,MoCA)、斯特鲁普效应测试(Stroop test)和数字广度作为传统测评工具,同时开展VR目标甄别、地图寻路、听声辨位和模拟操作任务。比较传统测评工具与VR任务在各认知维度上的标准化响应均值(standardized response mean,SRM)、Cohen's d_av 效应量。采用Spearman 相关探讨VR任务结果与传统工具间的相关性,组内相关系数(Intraclass Correlation Coefficient,ICC)(2,1)评价高原前后个体间差异的稳定性。结果 共选取200 名青年男性,平均年龄(21.4±7.5)岁。进入高原1 周后,受试者MoCA得分下降显著(SRM=-0.570,P<0.001),传统测验与VR指标在多个相同认知维度上发生显著变化。在注意准确性维度,VR目标甄别准确率的效应量(SRM=-1.736)显著优于传统Stroop 效应测试正确率(SRM=-0.760);在工作记忆维度,VR地图寻路导航耗时的效应量(SRM=0.963)显著优于传统数字广度倒背(SRM=-0.422);在空间定位与干扰抑制维度,VR听声辨位角度偏差(SRM=1.035)和耗时(SRM=0.769)均表现出较大效应量变化。VR指标与传统测验的相关性分析显示,地图寻路导航耗时与数字广度倒背显著负相关(r=-0.452,P<0.001),目标甄别准确率与Stroop 正确率显著正相关(r=0.232,P<0.01)。ICC分析显示,目标甄别耗时(ICC=0.787)、模拟操作反应时(ICC=0.750)等以加工速度为核心的VR指标高原前后个体间差异的稳定性良好。结论 高原暴露可导致青年个体认知功能下降。基于VR的认知评估系统能够敏感地捕捉该变化,核心指标效度良好,显示出良好的稳定性与应用价值。

     

    Abstract: Background High-altitude hypoxia and environmental stress significantly impair core cognitive functions such as attention, memory, and executive control, thereby compromising overall brain efficiency and operational performance. Traditional paper-and-pencil assessments have limited ecological validity and are insufficient for monitoring cognitive function in complex environments. Objective To evaluate the sensitivity and applied value of a virtual reality (VR)-based cognitive assessment system in detecting cognitive changes under high-altitude exposure. Methods Healthy male young adults scheduled to enter a highaltitude region were recruited. Cognitive assessments were conducted at plain land (approximately 300 m above sea level) and one week after arrival at the high-altitude region (approximately 3 650 m above sea level). The Montreal Cognitive Assessment (MoCA), the Stroop test, and the Digit Span test were administered as traditional assessment tools, while VR-based tasks including target discrimination, map navigation, sound localization, and simulated operation were concurrently performed. The standardized response mean (SRM) and Cohen's d_av were calculated across cognitive dimensions to compare the magnitudes of change detected by the traditional assessments and VR tasks across different cognitive domains. Spearman correlation analysis was used to examine the associations between VR task performance and traditional measures, and the intraclass correlation coefficient (Intraclass Correlation Coefficient ICC) (2,1)was employed to evaluate the stability of inter-individual differences in VR indicators between plain and high-altitude assessments before and after high-altitude exposure. Results A total of 200 healthy young males with a mean age of (21.4±7.5) years were recruited. After 1 week at high altitude, the participants exhibited a significant decline in MoCA scores (SRM=−0.570, P< 0.001). Significant changes were observed in multiple cognitive dimensions common to both traditional assessments and VR indicators. For attentional accuracy, the effect size of VR target discrimination accuracy (SRM=−1.736) notably exceeded that of Stroop accuracy (SRM=−0.760); for working memory, VR map navigation time (SRM=0.963) showed a markedly larger effect than backward digit span (SRM=−0.422); for spatial localization and interference inhibition, VR sound localization angular deviation (SRM=1.035) and response time (SRM=0.769) both demonstrated large effect sizes. Spearman correlations revealed that VR map navigation time was negatively correlated with backward digit span (r=-0.452, P<0.001), while VR target discrimination accuracy was positively correlated with Stroop accuracy (r=0.232, P<0.01). ICC analyses indicated that processingspeed- oriented VR indicators, such as target discrimination time (ICC=0.787) and simulated operation reaction time (ICC=0.750), exhibited good stability of inter-individual differences between plain and high-altitude assessments. Conclusion High-altitude exposure leads to cognitive decline in young adults. The VR-based cognitive assessment system can sensitively capture such changes, with core indicators demonstrating satisfactory validity, stability, and applied value.

     

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