This study aimed to further understanding of immersion language development by examining in-class freewriting, classroom-assessed reading, and year-end STAMP 4Se proficiency levels in 4th-grade Chinese immersion over an academic year. Specifically, we aimed to understand (1) how learners express themselves in freewriting, (2) growth in freewriting…

Background: Executive function (EF) is significantly associated with reading comprehension outcomes, yet the interaction between EF and critical language skills (including vocabulary, morphological awareness (MA) and syntactic knowledge), across these levels of reading comprehension (literal, inferential and evaluative comprehension) has rarely…

This study explores the effectiveness of machine learning and eye movement features in predicting Chinese reading proficiency. Unlike previous research, which focused on one or two specific levels of eye movement features, this study integrates passage-, sentence- and word-level eye movement features to predict reading proficiency. By analyzing…

The adjustment of syntactic and phraseological complexity is a key consideration in text adaptation. However, research on this topic in the context of Chinese as a second language (CSL) remains limited. Using 700 CSL reading texts graded following the newly issued Chinese Proficiency Grading Standards for International Chinese Language Education,…

There is a growing number of children learning to read in bilingual environments, yet research on the uniqueness of reading acquisition in these bilingual children, particularly L1 majority bilinguals, is limited. With a sample size of 690 4th-grade students, this study investigated predictors influencing L1 Chinese reading in Chinese-English…

This study investigated the unique role of nonverbal reasoning in early English word decoding for native Chinese-speaking children across three studies. In Study 1, 80 Grade 1 and 2 participants completed assessments including nonverbal reasoning tests, English pseudoword reading, Chinese character reading, Chinese phonological awareness (CPA),…

This study examines the intricate relationships between home language use, oral language skills (phonological awareness, morphological awareness, and receptive vocabulary), and literacy skills (word reading and spelling) in English and Chinese among young bilinguals. The sample includes 249 first-grade and 263 third-grade bilingual students in…