Suppr超能文献

探索沉浸式多模态虚拟现实训练、情感状态及健康消防员的生态效度:准实验研究

Exploring Immersive Multimodal Virtual Reality Training, Affective States, and Ecological Validity in Healthy Firefighters: Quasi-Experimental Study.

作者信息

Oliveira Joana, Aires Dias Joana, Correia Rita, Pinheiro Raquel, Reis Vítor, Sousa Daniela, Agostinho Daniel, Simões Marco, Castelo-Branco Miguel

机构信息

Coimbra Institute for Biomedical Imaging and Translational Research, Institute for Nuclear Sciences Applied to Health, University of Coimbra, Coimbra, Portugal.

Faculty of Medicine, University of Coimbra, Coimbra, Portugal.

出版信息

JMIR Serious Games. 2024 Oct 24;12:e53683. doi: 10.2196/53683.

Abstract

BACKGROUND

Firefighters face stressful life-threatening events requiring fast decision-making. To better prepare for those situations, training is paramount, but errors in real-life training can be harmful. Virtual reality (VR) simulations provide the desired realism while enabling practice in a secure and controlled environment. Firefighters' affective states are also crucial as they are a higher-risk group.

OBJECTIVE

To assess the impact on affective states of 2 simulated immersive experiences in a sample of healthy firefighters (before, during, and after the simulation), we pursued a multivariate approach comprising cognitive performance, situational awareness, depression, anxiety, stress, number of previous adverse events experienced, posttraumatic stress disorder (PTSD) severity, and emotions. The efficacy and ecological validity of an innovative VR haptic system were also tested, exploring its impact on performance.

METHODS

In collaboration with the Portuguese National Fire Service School, we exposed 22 healthy firefighters to 2 immersive scenarios using the FLAIM Trainer VR system (neutral and arousing scenarios) while recording physiological data in a quasi-experimental study. Baseline cognitive performance, depression, anxiety, stress, number of adverse events, and severity of PTSD symptoms were evaluated. Positive and negative affective states were measured before, between, and after each scenario. Situational awareness, sense of presence, ecological validity, engagement, and negative effects resulting from VR immersion were tested.

RESULTS

Baseline positive affect score was high (mean 32.4, SD 7.2) and increased after the VR tasks (partial η=0.52; Greenhouse-Geisser F=19.73; P<.001). Contrarily, mean negative affect score remained low (range 11.0-11.9) throughout the study (partial η=0.02; Greenhouse-Geisser F=0.39; P=.69). Participants' feedback on the VR sense of presence was also positive, reporting a high sense of physical space (mean score 3.9, SD 0.8), ecological validity (mean score 3.8, SD 0.6), and engagement (mean score 3.8, SD 0.6). Engagement was related to the number of previously experienced adverse events (r=0.49; P=.02) and positive affect (after the last VR task; r=0.55; P=.02). Conversely, participants reported few negative effects (mean score 1.7, SD 0.6). The negative effects correlated positively with negative affect (after the last VR task; r=0.53; P=.03); and avoidance (r=0.73; P<.001), a PTSD symptom, controlling for relevant baseline variables. Performance related to situational awareness was positive (mean 46.4, SD 34.5), although no relation was found to metacognitively perceived situational awareness (r=-0.12; P=.59).

CONCLUSIONS

We show that VR is an effective alternative to in-person training as it was considered ecologically valid and engaging while promoting positive emotions, with few negative repercussions. This corroborates the use of VR to test firefighters' performance and situational awareness. Further research is needed to ascertain that firefighters with PTSD symptomatology are not negatively affected by VR. This study favors the use of VR training and provides new insights on its emotional and cognitive impact on the trainee.

摘要

背景

消防员面临危及生命的压力事件,需要快速做出决策。为了更好地应对这些情况,培训至关重要,但实际培训中的错误可能有害。虚拟现实(VR)模拟提供了所需的真实感,同时能在安全可控的环境中进行练习。消防员作为高风险群体,他们的情感状态也至关重要。

目的

为了评估在健康消防员样本中(模拟前、模拟期间和模拟后)两种模拟沉浸式体验对情感状态的影响,我们采用了一种多变量方法,包括认知表现、情境意识、抑郁、焦虑、压力、既往经历的不良事件数量、创伤后应激障碍(PTSD)严重程度和情绪。还测试了一种创新的VR触觉系统的有效性和生态效度,探究其对表现的影响。

方法

与葡萄牙国家消防学校合作,在一项准实验研究中,我们让22名健康消防员使用FLAIM Trainer VR系统体验2种沉浸式场景(中性和刺激性场景),同时记录生理数据。评估了基线认知表现、抑郁、焦虑、压力、不良事件数量和PTSD症状的严重程度。在每个场景之前、期间和之后测量积极和消极情感状态。测试了情境意识、临场感、生态效度、参与度以及VR沉浸产生的负面影响。

结果

基线积极情感得分较高(平均32.4,标准差7.2),VR任务后有所增加(偏η=0.52;Greenhouse-Geisser F=19.73;P<.001)。相反,在整个研究过程中,平均消极情感得分保持较低(范围11.0 - 11.9)(偏η=0.02;Greenhouse-Geisser F=0.39;P=.69)。参与者对VR临场感的反馈也很积极,报告有较高的物理空间感(平均得分3.9,标准差0.8)、生态效度(平均得分3.8,标准差0.6)和参与度(平均得分3.8,标准差0.6)。参与度与既往经历的不良事件数量(r=0.49;P=.02)和积极情感(最后一个VR任务后;r=0.55;P=.02)相关。相反,参与者报告的负面影响较少(平均得分1.7,标准差0.6)。负面影响与消极情感(最后一个VR任务后;r=0.53;P=.03)以及回避(r=0.73;P<.001)(一种PTSD症状,控制了相关基线变量)呈正相关。与情境意识相关的表现是积极的(平均46.4,标准差34.5),尽管未发现与元认知感知的情境意识有相关性(r=-0.12;P=.59)。

结论

我们表明,VR是面对面培训的有效替代方式,因为它被认为具有生态效度且引人入胜,同时能促进积极情绪,负面影响很少。这证实了使用VR来测试消防员的表现和情境意识。需要进一步研究以确定有PTSD症状的消防员不会受到VR的负面影响。本研究支持使用VR培训,并为其对受训者的情感和认知影响提供了新的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e61/11544332/b84f622b9190/games_v12i1e53683_fig1.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验