Gong Tao, Shuai Lan
Haskins Laboratories, New Haven, CT, United States.
School of Foreign Languages, Zhejiang University of Finance and Economics, Hangzhou, Zhejiang, China.
Front Psychol. 2023 Jan 11;13:1006662. doi: 10.3389/fpsyg.2022.1006662. eCollection 2022.
To investigate relations between abilities of readers and properties of words during online sentence reading, we conducted a sentence reading eye-movements study on young adults of English monolinguals from the US, who exhibited a wide scope of individual differences in standard measures of language and literacy skills.
We adopted mixed-effects regression models of gaze measures of early and late print processing stages from sentence onset to investigate possible associations between gaze measures, text properties, and skill measures. We also applied segmented linear regressions to detect the dynamics of identified associations.
Our study reported significant associations between (a) gaze measures (first-pass reading time, total reading times, and first-pass regression probability) and (b) interactions of lexical properties (word length or position) and skill measures (vocabulary, oral reading fluency, decoding, and verbal working memory), and confirmed a segmented linear dynamics between gaze measures and lexical properties, which was influenced by skill measures.
This study extends the previous work on predictive effects of individual language and literacy skills on online reading behavior, enriches the existing methodology exploring the dynamics of associations between lexical properties and eye-movement measures, and stimulates future work investigating factors that shape such dynamics.
为了研究在线句子阅读过程中读者能力与单词属性之间的关系,我们对来自美国的英语单语年轻成年人进行了一项句子阅读眼动研究,这些人在语言和读写能力的标准测量中表现出广泛的个体差异。
我们采用了从句子开始的早期和晚期印刷处理阶段的注视测量的混合效应回归模型,以研究注视测量、文本属性和技能测量之间可能的关联。我们还应用了分段线性回归来检测已识别关联的动态变化。
我们的研究报告了(a)注视测量(首次阅读时间、总阅读时间和首次回视概率)与(b)词汇属性(单词长度或位置)和技能测量(词汇、口头阅读流畅性、解码和言语工作记忆)的相互作用之间存在显著关联,并证实了注视测量与词汇属性之间的分段线性动态变化,这受到技能测量的影响。
本研究扩展了先前关于个体语言和读写能力对在线阅读行为的预测作用的研究,丰富了探索词汇属性与眼动测量之间关联动态变化的现有方法,并激发了未来对塑造这种动态变化的因素的研究。