Nouwens Suzan, Groen Margriet A, Verhoeven Ludo
Behavioural Science Institute, Radboud University, Montessorilaan 3, P.O. Box 9104, 6500 HE Nijmegen, The Netherlands.
Read Writ. 2017;30(1):105-120. doi: 10.1007/s11145-016-9665-5. Epub 2016 Jun 24.
Working memory is considered a well-established predictor of individual variation in reading comprehension in children and adults. However, how storage and processing capacities of working memory in both the phonological and semantic domain relate to reading comprehension is still unclear. In the current study, we investigated the contribution of phonological and semantic storage, and phonological and semantic processing to reading comprehension in 123 Dutch children in fifth grade. We conducted regression and mediation analyses to find out to what extent variation in reading comprehension could be explained by storage and processing capacities in both the phonological and the semantic domain, while controlling for children's decoding and vocabulary. The analyses included tasks that reflect storage only, and working memory tasks that assess processing in addition to storage. Regression analysis including only storage tasks as predictor measures, revealed semantic storage to be a better predictor of reading comprehension than phonological storage. Adding phonological and semantic working memory tasks as additional predictors to the model showed that semantic working memory explained individual variation in reading comprehension over and above all other memory measures. Additional mediation analysis made it clear that semantic storage contributed indirectly to reading comprehension via semantic working memory, indicating that semantic storage tapped by working memory, in addition to processing capacities, explains individual variation in reading comprehension. It can thus be concluded that semantic storage plays a more important role in children's reading comprehension than previously thought.
工作记忆被认为是儿童和成人阅读理解个体差异的一个既定预测指标。然而,语音和语义领域工作记忆的存储和处理能力与阅读理解之间的关系仍不明确。在当前的研究中,我们调查了123名荷兰五年级儿童的语音和语义存储以及语音和语义处理对阅读理解的贡献。我们进行了回归和中介分析,以确定在控制儿童解码和词汇量的情况下,语音和语义领域的存储和处理能力在多大程度上可以解释阅读理解的差异。分析包括仅反映存储的任务,以及除了存储之外还评估处理的工作记忆任务。仅将存储任务作为预测指标的回归分析表明,语义存储比语音存储更能预测阅读理解。将语音和语义工作记忆任务作为额外的预测指标添加到模型中表明,语义工作记忆解释了阅读理解中的个体差异,超过了所有其他记忆指标。额外的中介分析表明,语义存储通过语义工作记忆间接影响阅读理解,这表明工作记忆所利用的语义存储,除了处理能力之外,也解释了阅读理解中的个体差异。因此可以得出结论,语义存储在儿童阅读理解中所起的作用比之前认为的更为重要。