Sensor Technologies, Jožef Stefan International Postgraduate School, Ljubljana, Slovenia.
School of Electrical Engineering, University of Belgrade, Belgrade, Serbia.
PLoS One. 2021 Jun 14;16(6):e0252622. doi: 10.1371/journal.pone.0252622. eCollection 2021.
In recent decades reported findings regarding gender differences in reading achievement, cognitive abilities and maturation process in boys and girls are conflicting. As reading is one of the most important processes in the maturation of an individual, the aim of the study was to better understand gender differences between primary school students. The study evaluates differences in Heart Rate Variability (HRV), Electroencephalography (EEG), Electrodermal Activities (EDA) and eye movement of participants during the reading task. Taking into account that colour may affect reading skills, in that it affects the emotional and physiological state of the body, the research attempts to provide a better understanding of gender differences in reading through examining the effect of colour, as applied to reading content. The physiological responses of 50 children (25 boys and 25 girls) to 12 different background and overlay colours of reading content were measured and summarised during the reading process. Our findings show that boys have shorter reading duration scores and a longer Saccade Count, Saccade Duration Total, and Saccade Duration Average when reading on a coloured background, especially purple, which could be caused by their motivation and by the type of reading task. Also, the boys had higher values for the Delta band and the Whole Range of EEG measurements in comparison to the girls when reading on coloured backgrounds, which could reflect the faster maturation of the girls. Regarding EDA measurements we did not find systematic differences between groups either on white or on coloured/overlay background. We found the most significant differences arose in the HRV parameters, namely (SDNN (ms), STD HR (beats/min), RMSSD (ms), NN50 (beats), pNN50 (%), CVRR) when children read the text on coloured/overlay backgrounds, where the girls showed systematically higher values on HRV measurements in comparison to the boys, mostly with yellow, red, and orange overlay colours.
在最近几十年,关于男孩和女孩在阅读成绩、认知能力和成熟过程方面的性别差异的报告结果相互矛盾。由于阅读是个体成熟过程中最重要的过程之一,因此本研究的目的是更好地理解小学生之间的性别差异。该研究评估了参与者在阅读任务过程中心率变异性(HRV)、脑电图(EEG)、皮肤电活动(EDA)和眼球运动的差异。考虑到颜色可能会影响阅读技能,因为它会影响身体的情绪和生理状态,因此该研究试图通过检查颜色对阅读内容的影响来更好地理解阅读中的性别差异。研究测量并总结了 50 名儿童(25 名男孩和 25 名女孩)在阅读 12 种不同背景和叠加颜色的阅读内容时的生理反应。我们的研究结果表明,男孩在阅读彩色背景(尤其是紫色)时,阅读持续时间得分更短,扫视计数、扫视总时长和扫视平均时长更长,这可能是由于他们的动机和阅读任务类型所致。此外,男孩在阅读彩色背景时,大脑 Delta 波段和 EEG 全频段测量值的数值高于女孩,这可能反映出女孩的成熟速度更快。关于 EDA 测量,我们在白色或彩色/叠加背景下均未发现组间存在系统差异。我们发现,在 HRV 参数方面存在最显著的差异,即在儿童阅读彩色/叠加背景的文本时,(SDNN(ms)、STD HR(beats/min)、RMSSD(ms)、NN50(beats)、pNN50(%)、CVRR),女孩的 HRV 测量值系统地高于男孩,尤其是在黄色、红色和橙色叠加颜色时。