Functional near-infrared spectroscopy in the assessment of rehabilitation efficacy of virtual reality products for people with cognitive disorders

IF 2.5 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL International Journal of Industrial Ergonomics Pub Date : 2023-09-01 DOI:10.1016/j.ergon.2023.103500
Jing Qu , Yanjie Zhang , Lingguo Bu
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Abstract

Rehabilitation products for people with cognitive disorders (CDs) have gained increasing attention due to the aging population. However, existing approaches to rehabilitation product design do not adequately consider the importance of feedback information. To address this issue, two VR products with different roaming environments were developed, and 30 elderly participants completed an ergonomic experiment while objective user physiological data were continuously collected using functional near-infrared spectroscopy (fNIRS). The shifts in the subjects’ brain function were analyzed from brain activation and effective connectivity perspectives. Results indicated that VR stimulates various brain areas, with an immersive interactive environment the main influencing factor. There were notable variations in how different virtual settings stimulated individual brain functions. Environmental variables should be included in selecting rehabilitation product design theories. This study provides a quantitative assessment of product ergonomic design for the CDs population and offers guidance in the design of rehabilitation products.

Relevance to industry

This study developed VR rehabilitation products for cognitive disorders based on data-driven product design. Brain function data were introduced to propose a quantitative assessment method for the rehabilitation efficacy of VR products. VR product design is a hot issue in the industry. Evaluating the efficiency of VR products is an urgent challenge for the industry.

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功能性近红外光谱在评估虚拟现实产品对认知障碍患者康复效果中的应用
由于人口老龄化,针对认知障碍患者的康复产品越来越受到关注。然而,现有的康复产品设计方法没有充分考虑反馈信息的重要性。为了解决这个问题,开发了两款具有不同漫游环境的VR产品,30名老年参与者完成了一项人体工程学实验,同时使用功能性近红外光谱(fNIRS)不断收集客观的用户生理数据。从大脑激活和有效连接的角度分析了受试者大脑功能的变化。结果表明,虚拟现实刺激大脑各个区域,其中沉浸式互动环境是主要影响因素。不同的虚拟环境刺激个体大脑功能的方式存在显著差异。康复产品设计理论的选择应包含环境变量。本研究为CD人群的产品人机工程学设计提供了定量评估,并为康复产品的设计提供了指导。与行业的相关性本研究基于数据驱动的产品设计开发了用于认知障碍的VR康复产品。引入脑功能数据,提出VR产品康复效果的定量评估方法。VR产品设计是行业内的一个热点问题。评估VR产品的效率是该行业面临的紧迫挑战。
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来源期刊
International Journal of Industrial Ergonomics
International Journal of Industrial Ergonomics 工程技术-工程:工业
CiteScore
6.40
自引率
12.90%
发文量
110
审稿时长
56 days
期刊介绍: The journal publishes original contributions that add to our understanding of the role of humans in today systems and the interactions thereof with various system components. The journal typically covers the following areas: industrial and occupational ergonomics, design of systems, tools and equipment, human performance measurement and modeling, human productivity, humans in technologically complex systems, and safety. The focus of the articles includes basic theoretical advances, applications, case studies, new methodologies and procedures; and empirical studies.
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