This study investigated the impact of young Chinese second language learners' motivation on their Chinese literacy acquisition. Based on the L2 Motivational Self System (L2MSS), 188 Grade 5 ethnic minority students in Hong Kong were assessed. They completed an L2MSS questionnaire, a Chinese oral vocabulary test, and Chinese literacy measures, which covered Chinese character reading, spelling, reading comprehension, and sentence writing. Structural equation modelling results showed that the L2MSS tripartite predictors-ideal L2 self, ought-to L2 self, and learning experience-predicted the students' intended learning effort and literacy achievement, controlling for oral vocabulary. The ought-to self had the strongest total effect on effort and achievement, while the ideal self had a substantial effect on the learning experience and indirectly contributed to effort. This study argues that young learners' perceived social expectation significantly influenced their motivation to learn to read and write Chinese. Their identification as fluent Chinese readers and writers generated positive learning experiences that were conducive to literacy learning. Copyright © 2024 Routledge.

This study examined the longitudinal interplay of fathers' and mothers' literacy teaching and children's word reading skills and interest in literacy. A total of 194 second-year kindergarten (K2) children and their fathers and mothers in Hong Kong participated. At the three time points from K2 to K3 (i.e., the third year in kindergarten), fathers and mothers independently reported the frequency of their own literacy teaching activities. Mothers reported their children's interest in literacy-related activities. The children were individually assessed on Chinese word reading. The results from cross-lagged panel analysis showed that the children's prior literacy interest was associated with later frequency of parental literacy teaching, but not the other way around. No significant relations were observed between the children's word-reading skills and the literacy teaching provided by their mothers or by their fathers. Additionally, it was the children's earlier word reading skills that predicted their later development of literacy interest, but not vice versa. Thus, the parents seemed to adjust their home literacy teaching flexibly in response to their perceptions of their children's literacy interest. The findings also underscore the potential importance of word reading abilities in fostering children's literacy interest. Copyright © 2024 Springer.

Research Findings: This study investigated the effectiveness of a home-based intervention in increasing the intrinsic reading motivation and Chinese oral vocabulary of minority South Asian children in Hong Kong. A quasi-experiment was conducted with 78 children (Mage = 51.54 months; control: 37 children, intervention: 41 children) and their parents. Intrinsic reading motivation was measured by parent report and oral vocabulary was measured by child direct assessment. The intervention group received picture books, prerecorded stories, and guidance on carrying out home activities over four weeks. The control group received two wordless picture books. After controlling for sociodemographic factors, Multivariate Analysis of Covariance revealed a significant Group X Time interaction. Follow-up tests revealed that children in the intervention group scored higher in posttest intrinsic reading motivation and oral vocabulary than children in the control group. Practice or Policy: These findings support the development of evidence-based interventions to cater for Chinese language learning of South Asian children in Hong Kong and have the potential to inform the design of future intervention programs that aim to enhance the Chinese language proficiency of minority children in Hong Kong and other settings where Chinese is used as a second language. Copyright © 2025 Routledge.

This study investigated the feasibility and effectiveness of using a flipped classroom (FC) approach to combine self-regulated learning (SRL) instruction and out-of-class eLearning activities in a two-year reading intervention program to facilitate students' learning of classical Chinese reading. A total of 352 junior secondary students from three Hong Kong secondary schools participated in the study voluntarily. Using a quasi-experimental design, students from each school were assigned to one of the following conditions: SRL instruction plus out-of-class eLearning (EG-I+E), SRL instruction only (EG-I), and control (CG). Both quantitative methods, including reading tests and student questionnaires, and qualitative methods, including teacher and student interviews, were adopted to collect data for the program evaluation. Findings indicate that after implementing the intervention program, EG students perceived significant changes in their classical Chinese lessons to be more SRL-oriented. While all treatment groups significantly improved their performance in the reading post-tests, only EG students significantly improved their strategy use, self-efficacy, and intrinsic motivation. Although both EG groups had similar improvements in all outcome measures, teachers and students of EG-I+E opined that the eLearning component of FC facilitated teachers' implementation of the intervention and students' strategy learning and motivation. Findings are discussed to shed light on applying SRL instruction and FC in a school subject long dominated by teacher-centered instruction. Copyright © 2024 Springer .

Although motivational variables have been extensively examined in the context of English as a second/foreign language (ESL/EFL), they have received little attention when learning Chinese as a second language (CSL), especially among elementary school students in lower grades. Considering the significant impact of psychological variables on language learning and the dilemma of Chinese reading for non-Chinese speaking (NCS) students from Hong Kong, this study examined the structural relationship between the ideal L2 self and intrinsic motivation, as well as their impacts on the learning engagement and reading performance of 475 Hong Kong first-grade NCS students. Two findings were noteworthy: (1) under the simultaneous consideration of the above-mentioned variables, intrinsic motivation affects learning engagement and Chinese reading performance more than the ideal self; (2) the indirect effects of intrinsic motivation on reading performance through learning engagement are more significant than its direct effect on reading performance. The implications of the findings are discussed. Copyright ©2024 De Gruyter.

Introduction: Readability formulas are crucial for identifying suitable texts for children’s reading development. Traditional formulas, however, are linear models designed for alphabetic languages and struggle with numerous predictors. Purpose: To develop advanced readability formulas for Chinese texts using machine-learning algorithms that can handle hundreds of predictors. It is also the first readability formula developed in Hong Kong. Method: The corpus comprised 723 texts from 72 Chinese language arts textbooks used in public primary schools. The study considered 274 linguistic features at the character, word, syntax, and discourse levels as predictor variables. The outcome variables were the publisher-assigned semester scale and the teacher-rated readability level. Fifteen combinations of linguistic features were trained using Support Vector Machine (SVM) and Random Forest (RF) algorithms. Model performance was evaluated by prediction accuracy and the mean absolute error between predicted and actual readability. For both publisher-assigned and teacher-rated readability, the all-level-feature-RF and character-level-feature-RF models performed the best. The top 10 predictive features of the two optimal models were analyzed. Results: Among the publisher-assigned and subjective readability measures, the all-RF and character-RF models performed the best. The feature importance analyses of these two optimal models highlight the significance of character learning sequences, character frequency, and word frequency in estimating text readability in the Chinese context of Hong Kong. In addition, the findings suggest that publishers might rely on diverse information sources to assign semesters, whereas teachers likely prefer to utilize indices that can be directly derived from the texts themselves to gauge readability levels. Conclusion: The findings highlight the importance of character-level features, particularly the timing of a character’s introduction in the textbook

Mastering the visually complex characters of the Chinese language poses significant challenges for students. The situation is even worse in Hong Kong, where students with different backgrounds, including students with/without dyslexia and non-Chinese speaking students (NCS), are placed in the same class. Interactive design has been proven effective in enhancing students' learning performance and engagement. However, developing a learning tool for students with diverse backgrounds is challenging. This study proposes a robot-assisted Chinese learning system (RACLS) for those with diverse backgrounds and investigates its impact on learning motivation by a comparison study. In particular, 39 students participate in a five-day robot-led training program, while another 39 students received traditional teacher-led training. The comparison results show that RACLS can enhance the emotional engagement of students with dyslexia and strengthen the behavioural engagement of students without dyslexia. Interestingly, the learning motivation of NCS students in the experimental and control groups is enhanced similarly. Copyright © 2025 IEEE.

現存識字教學研究主要旨在提出教學方法，而本文的旨趣則在於基礎觀念的論述。本文先概述變易學習理論，繼而討論何謂識字教學，並提出變易理論指導下的識字是怎樣的。本文接着，報告筆者一項研究計劃的成果，計劃以變易理論的識字作為資料分析的工具。計劃所欲探究的是，幼稚園幼兒在日常自然情境下，在認字活動中會呈現哪些類型的學習錯誤？計劃共招募到 142 位在職教師協助觀察幼兒的日常表現。最終收集到的學習錯誤共 758 個，呈現為四個類型：（一）混淆符號的功能；（二）混淆符號；（三）混淆字的其他符號；（四）混淆字符號以外的其他方面。筆者會剖析變易理論的識字，與先前文獻的結果有何異同，以及提出對教學實踐的啟示。 Copyright © 2024 香港教育大學.