Does Daytime Sleepiness Moderate the Relationship Between Working Memory and Academic Performance in Schoolchildren? A Pilot Study.

IF 3.2 Q3 CLINICAL NEUROLOGY
Sergey Malykh, Valeriia Demareva
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Abstract

Academic performance in adolescence is influenced by both cognitive capacity and physiological factors such as sleepiness. However, the interaction between these dimensions remains understudied. This pilot study examined whether daytime sleepiness moderates the relationship between working memory and academic achievement in a sample of 601 schoolchildren aged 11 to 17 years. Participants completed a digital visuospatial working memory task and self-reported their daytime sleepiness using the Pediatric Daytime Sleepiness Scale (PDSS). Academic performance was assessed through official grades in Mathematics, Language, and Literature. Regression analyses showed that working memory (total score and average reaction time) and daytime sleepiness were independent predictors of academic performance. These findings support our hypotheses that cognitive and physiological factors each contribute to school success. However, no significant moderation effects were found in the full sample. Subgroup analyses revealed that working memory predicted academic outcomes only among students with normal sleepiness levels, whereas in high-sleepiness students, cognitive predictors lost significance and PDSS scores emerged as the dominant predictor. These results suggest that elevated daytime sleepiness can undermine the positive impact of working memory on academic performance. The findings highlight the importance of assessing both cognitive skills and physiological readiness when evaluating students. They also suggest that sleep-focused interventions may improve learning outcomes, especially during adolescence.

Abstract Image

白天嗜睡是否调节小学生工作记忆与学习成绩的关系?试点研究。
青少年的学习成绩受到认知能力和困倦等生理因素的双重影响。然而,这些维度之间的相互作用仍未得到充分研究。这项初步研究以601名11至17岁的小学生为样本,调查了白天嗜睡是否会调节工作记忆和学业成绩之间的关系。参与者完成了一项数字视觉空间工作记忆任务,并使用儿科日间嗜睡量表(PDSS)自我报告了他们的日间嗜睡情况。学业成绩是通过数学、语言和文学的官方分数来评估的。回归分析显示,工作记忆(总分和平均反应时间)和白天嗜睡是学业成绩的独立预测因子。这些发现支持了我们的假设,即认知和生理因素都有助于学校的成功。然而,在整个样本中没有发现显著的调节效应。亚组分析显示,工作记忆仅在嗜睡程度正常的学生中预测学业成绩,而在嗜睡程度高的学生中,认知预测因素失去了意义,PDSS分数成为主要预测因素。这些结果表明,白天嗜睡的增加会破坏工作记忆对学习成绩的积极影响。研究结果强调了在评估学生时同时评估认知技能和生理准备的重要性。他们还指出,以睡眠为中心的干预可能会改善学习成果,尤其是在青少年时期。
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来源期刊
Clocks & Sleep
Clocks & Sleep Multiple-
CiteScore
4.40
自引率
0.00%
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审稿时长
7 weeks
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