适应性计算机化认知训练可减少工作记忆精确任务中的心理工作量。一项初步的 fNIRS 研究。

IF 5.3 2区 计算机科学 Q1 COMPUTER SCIENCE, CYBERNETICS International Journal of Human-Computer Studies Pub Date : 2023-12-28 DOI:10.1016/j.ijhcs.2023.103206
Aleksandra Landowska , Max L. Wilson , Michael P. Craven , Kyle Harrington
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引用次数: 0

摘要

随着人们对老龄人口健康问题的日益关注,许多研究都在继续关注认知训练的影响,特别是与认知能力下降有关的影响。我们试图利用包括增强现实技术和便携式神经技术在内的新技术来评估动态调整认知训练计划与静态挑战替代计划的影响。在为期 8 周的训练前后和 5 周的随访中,我们使用便携式功能性近红外光谱仪检查了认知和转移任务混合电池中的脑力劳动负荷。最近开发的一项基于平板电脑的任务被用来识别认知误区的变化。我们使用增强现实技术创造了一种超市购物体验,这是一种更符合生态学原理、更现实的转移任务,它涉及到与独立性有关的日常任务,而随着认知能力的下降,这种任务很快就会变得困难。分析表明,背外侧前额叶皮层的脑力劳动负荷减少,参与者在训练任务中的表现大幅提高。一些结果在 5 周的后续评估中得以保持。在迁移方面,我们在训练完成后立即观察到了可靠的组间差异,这主要是由不同的条件造成的。一些行为记忆的提高在后续评估中得以保持。新技术的使用为动态计算机化认知训练计划所产生的效果带来了新的见解,该计划未来有可能应用于认知能力下降的筛查和预防。
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Adaptative computerized cognitive training decreases mental workload during working memory precision task - A preliminary fNIRS study

With the growing concern for the health of ageing populations, much research continues to look at the impact of cognitive training, particularly in relation to cognitive decline. We sought to use novel techniques, including augmented reality and portable neurotechnology, to evaluate the impact of a dynamically adjusting cognitive training programme, in comparison to a statically challenging alternative. Before and after an 8-week training period, and at a 5-week follow-up, we used portable functional Near Infrared Spectroscopy to examine mental workload in a mixed battery of cognitive and transfer tasks. A recently developed tablet-based task was used to identify changes in cognitive misbinding. Augmented Reality was used to create a supermarket shopping experience, as a more ecologically valid and realistic transfer task relating to an everyday task relating to independence that quickly becomes difficult with cognitive decline. The analyses showed a decreased mental workload within the dorsolateral prefrontal cortex and that participants considerably increased their performance in the trained task. Some results were maintained at the 5-week follow-up assessment. In terms of transfer, we observed reliable group differences immediately after training completion, which were mainly driven by distinct conditions. Some behavioural memory gains were maintained during the follow-up. The use of novel technologies brought new insights into the effects produced by the dynamic computerised cognitive training programme, which has potential future applications in cognitive decline screening and prevention.

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来源期刊
International Journal of Human-Computer Studies
International Journal of Human-Computer Studies 工程技术-计算机:控制论
CiteScore
11.50
自引率
5.60%
发文量
108
审稿时长
3 months
期刊介绍: The International Journal of Human-Computer Studies publishes original research over the whole spectrum of work relevant to the theory and practice of innovative interactive systems. The journal is inherently interdisciplinary, covering research in computing, artificial intelligence, psychology, linguistics, communication, design, engineering, and social organization, which is relevant to the design, analysis, evaluation and application of innovative interactive systems. Papers at the boundaries of these disciplines are especially welcome, as it is our view that interdisciplinary approaches are needed for producing theoretical insights in this complex area and for effective deployment of innovative technologies in concrete user communities. Research areas relevant to the journal include, but are not limited to: • Innovative interaction techniques • Multimodal interaction • Speech interaction • Graphic interaction • Natural language interaction • Interaction in mobile and embedded systems • Interface design and evaluation methodologies • Design and evaluation of innovative interactive systems • User interface prototyping and management systems • Ubiquitous computing • Wearable computers • Pervasive computing • Affective computing • Empirical studies of user behaviour • Empirical studies of programming and software engineering • Computer supported cooperative work • Computer mediated communication • Virtual reality • Mixed and augmented Reality • Intelligent user interfaces • Presence ...
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