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拓宽视野:多目标跟踪任务及其在认知训练中的应用综述

Broadening the lens: A review of multi-object tracking task and its use in cognitive training.

作者信息

Marion Pech, Maxime Adolphe, Pierre-Yves Oudeyer, Hélène Sauzéon

机构信息

Flowers Inria Bordeaux-Sud-Ouest, France; Telecom Design, IT Service - R&D, France.

Flowers Inria Bordeaux-Sud-Ouest, France; Bordeaux Population Health, INSERM, Bordeaux, France; Onepoint R&D Team, France.

出版信息

Acta Psychol (Amst). 2025 Aug;258:105271. doi: 10.1016/j.actpsy.2025.105271. Epub 2025 Jul 12.

Abstract

The Multiple Object Tracking (MOT) task, recognized for its reliance on attentional control and dynamic visual processing, is a key activity in computerized Cognitive Training (CT). However, the mechanisms driving MOT-based CT and its transfer effects-both near transfer (gains in similar tasks) and far transfer (improvements in unrelated domains)-remain incompletely understood. This narrative review synthesizes existing research on how adjustable MOT parameters, such as target number, object speed, tracking duration, and perceptual features, influence performance and transfer outcomes across populations. This narrative review aims to (1) identify the cognitive functions engaged by various MOT parameters, (2) determine which adaptations lead to performance gains, and (3) assess how MOT improvements translate into near and far transfer effects, with a focus on real-world applications. MOT involves divided and sustained attention, foveal and peripheral vision, and inhibitory control, interacting with working memory and executive functions, which encompass high-level cognitive processes such as planning, inhibition, and cognitive flexibility. While speed thresholds and target counts are commonly adjusted, the broader impact of variables like tracking duration remains understudied. Near transfer effects from MOT training consistently enhance attention-related tasks, while far transfer results vary. Some studies suggest that prolonged MOT training improves visuospatial working memory and executive functions, particularly with longer tracking durations. However, inconsistencies across studies highlight how task design and population characteristics influence outcomes. Despite limited research on ecological validity, previous studies have highlighted benefits for dual-task performance, particularly in cognitive-motor coordination in sports (Fleddermann et al., 2019; Pothier et al., 2015). This narrative review underscores MOT-based training's potential but calls for more rigorous evaluation of transfer effects and real-world applicability.

摘要

多目标跟踪(MOT)任务因其对注意力控制和动态视觉处理的依赖而受到认可,是计算机化认知训练(CT)中的一项关键活动。然而,驱动基于MOT的CT及其迁移效应——近迁移(在相似任务中的提升)和远迁移(在不相关领域的改善)——的机制仍未被完全理解。这篇叙述性综述综合了现有的关于可调节的MOT参数(如目标数量、物体速度、跟踪持续时间和感知特征)如何影响不同人群的表现和迁移结果的研究。这篇叙述性综述旨在:(1)确定各种MOT参数所涉及的认知功能;(2)确定哪些调整会带来表现提升;(3)评估MOT的改善如何转化为近迁移和远迁移效应,重点关注实际应用。MOT涉及分散和持续注意力、中央凹和周边视觉以及抑制控制,与工作记忆和执行功能相互作用,执行功能包括诸如计划、抑制和认知灵活性等高级认知过程。虽然速度阈值和目标数量通常会被调整,但诸如跟踪持续时间等变量的更广泛影响仍未得到充分研究。MOT训练的近迁移效应持续增强与注意力相关的任务,而远迁移结果则各不相同。一些研究表明,长时间的MOT训练可改善视觉空间工作记忆和执行功能,尤其是跟踪持续时间更长时。然而,研究之间的不一致突出了任务设计和人群特征如何影响结果。尽管关于生态效度的研究有限,但先前的研究强调了对双重任务表现的益处,特别是在体育中的认知 - 运动协调方面(Fleddermann等人,2019年;Pothier等人,2015年)。这篇叙述性综述强调了基于MOT的训练的潜力,但呼吁对迁移效应和实际适用性进行更严格的评估。

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