Ayres Paul, Lee Joy Yeonjoo, Paas Fred, van Merriënboer Jeroen J G
School of Education, University of New South Wales, Sydney, NSW, Australia.
School of Health Professions Education, Maastricht University, Maastricht, Netherlands.
Front Psychol. 2021 Sep 10;12:702538. doi: 10.3389/fpsyg.2021.702538. eCollection 2021.
A sample of 33 experiments was extracted from the Web-of-Science database over a 5-year period (2016-2020) that used physiological measures to measure intrinsic cognitive load. Only studies that required participants to solve tasks of varying complexities using a within-subjects design were included. The sample identified a number of different physiological measures obtained by recording signals from four main body categories (heart and lungs, eyes, skin, and brain), as well as subjective measures. The overall validity of the measures was assessed by examining construct validity and sensitivity. It was found that the vast majority of physiological measures had some level of validity, but varied considerably in sensitivity to detect subtle changes in intrinsic cognitive load. Validity was also influenced by the type of task. Eye-measures were found to be the most sensitive followed by the heart and lungs, skin, and brain. However, subjective measures had the highest levels of validity. It is concluded that a combination of physiological and subjective measures is most effective in detecting changes in intrinsic cognitive load.
在5年期间(2016 - 2020年),从科学网数据库中提取了33项实验样本,这些实验使用生理测量方法来测量内在认知负荷。仅纳入了要求参与者采用被试内设计解决不同复杂程度任务的研究。该样本确定了通过记录来自四个主要身体部位类别(心脏和肺部、眼睛、皮肤和大脑)的信号获得的多种不同生理测量方法,以及主观测量方法。通过检验结构效度和敏感性来评估这些测量方法的整体效度。结果发现,绝大多数生理测量方法具有一定程度的效度,但在检测内在认知负荷细微变化的敏感性方面差异很大。效度还受任务类型的影响。发现眼部测量最为敏感,其次是心脏和肺部、皮肤和大脑。然而,主观测量方法具有最高的效度水平。得出的结论是,生理测量方法和主观测量方法相结合在检测内在认知负荷变化方面最为有效。