Over the past decade, numerous studies and technologies have emerged exploring how to provide the most appropriate interventions to help students with special educational needs (SEN), who need assistance due to cognitive or developmental disabilities, to learn and achieve higher added value in school. In this work, we focus on data analysis to scrutinize the learning behavior and intervention effectiveness associated with the different types of SEN students. Specifically, we investigated the learning behaviors of students with special educational needs in terms of extracurricular activities (ECA) participation and prosocial behavior, based on data collected from a Hong Kong secondary school. We found that different types of disorders are associated with distinct learning behaviors. Moreover, the effectiveness of interventions varied across students with different disorders, indicating the need for individualized strategies in supporting these students. Copyright © 2024 The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

This study examined the processes that contributed to students’ aspirations for STEM careers and unpacked the relationships between students’ self-concept in science and mathematics learning, perceived parental expectations, perceptions of STEM professionals, career outcome expectations and STEM career aspirations. Structural equation modelling was used to analyse quantitative survey data of 2,477 primary and secondary school students studying in seven Asian regions (Hong Kong, Malaysia, Mainland China, Indonesia, Korea, Taiwan, and Singapore). The results demonstrated that students’ self-concept, perceptions of STEM professionals, and their career outcome expectations all significantly and positively predicted their aspirations for STEM careers. However, this study failed to establish a direct relationship or positive correlation between perceived parental expectations and STEM career aspirations. Students’ self-concept negatively predicted their career outcome expectations related to seeking parental approval. While no significant positive effects of perceived parental expectations on career aspirations were found, an indirect effect of perceived parental expectations on STEM career aspirations via career outcome expectations was observed. Moreover, career outcome expectations mediated the relationships between students’ STEM career aspirations and their perceptions of STEM professionals more strongly than self-concept. The implications of these results for STEM education are discussed. Copyright © 2024 National Institute of Education, Singapore.

This study examined the associations between teachers’ beliefs and behaviors related to inclusive education (IE) and their evaluations of social and academic competences in students with Autism Spectrum Disorder (ASD) – important indicators of IE. Utilizing the Theory of Planned Behavior (TPB), the research investigated how teachers’ intentions to implement IE and their supportive practices affected the social and academic competences of students with ASD. The study involved 267 teachers from 78 mainstream secondary schools in Hong Kong. Teachers completed a questionnaire assessing attitudes, subjective norms, perceived behavioral control, and intention to implement IE. Information on teachers’ practices supporting students with ASD and their evaluations of social and academic competences of these students was also collected. Structural equation modeling (SEM) was used to analyze the relationships between these variables. Correlation analysis revealed positive and significant associations between teachers’ beliefs, inclusive practices, and their evaluations of social and academic competences of students with ASD. SEM indicated that perceived behavioral control significantly and positively influenced the social and academic competences of students with ASD through teachers’ inclusive practices. This study highlights the vital role of teachers’ control beliefs and inclusive practices in fostering the social and academic competences of students with ASD. By applying the TPB and SEM, the research contributes to understanding how teachers’ intentions and behaviors in implementing IE impact students’ outcomes. The findings offer practical implications for enhancing inclusive education practices for supporting students with ASD in mainstream schools. Copyright © 2024 The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.

Students with Social, Emotional, and Behavioral Difficulties (SEBD) pose a major challenge to inclusive education. A positive teacher-student (t-s) relationship has been confirmed a vital factor in the development of students with SEBD. In Hong Kong, students with SEBD may study in mainstream schools, or special schools with residential service, while in Thailand, parents can only choose mainstream schools (either public or private) for their children with SEBD. A qualitative study was conducted in two Hong Kong special schools (one primary and one secondary) and one private school (with both primary and secondary schools) in Thailand to explore teachers’ perceptions of the t-s relationship among students with SEBD. The three schools offer residential services. Information was collected mainly from individual interviews with 21 teachers from these three schools. Themes emerging from the analysis reflect that the cultural concerns about the difference between‘relationship’ and ‘guanxi’ require further elaboration and discussion. Copyright @ 2023 Center for Promoting Ideas, USA.

The purpose of this pilot study was to test the reliability of a game-based assessment tool to assess the four dimensions of career adaptability (i.e., Curiosity, Control, Confidence, Concern, hereafter called “4C”) among students with special educational needs (SEN). The 4C tool is a board game developed in relation to the short form of the career adaptability scale (CAAS) for SEN adolescents. Unlike self-reported CAAS without specifying career-related scenarios, the board game provides researchers and practitioners with an assessment platform to evaluate SEN students’ 4Cs in multiple employment-related scenarios. Participants in this pilot study were 44 secondary school leavers with SEN. They were studying in a training course organized by Youth Academy for SEN. They were assessed through the board game assessment tool before and after the training in the year. Statistical analyses included spearman’s rho coefficient and intra-class correlation coefficient (ICC). It was noted that the 4Cs assessed by the board-game are 1) positively correlated with each other (correlation coefficients ranged from .42 to .63, p<.05), 2) with good inter-rater reliability, rs= .688(92), p<.01, 95% CI [.565, .797], and 3) with moderate test-retest reliability, ICC = 0.66, p<.001, 95% CI [.433, .805]. These findings supported the reliability of this game-based assessment tool for assessing the 4Cs of SEN youths. Aside from self-reported data, this game-based assessment tool can provide supplementary information on the 4Cs of school leavers with SEN from other assessors (e.g., teachers and practitioners) across career-related scenarios. The presentation will further discuss limitations and further direction of research. Copyright © 2023 The Education University of Hong Kong.

Based on the Theory of Planned Behavior, we explored the impact of 498 primary school teachers in Hong Kong on the competences of students with special educational needs (SEN). We found that their attitudes, control beliefs, and subjective norms about inclusive education (IE) significantly influenced their IE intentions, and subsequently their behaviors. Intentions and behaviors mediated the effect on the social and academic competencies of SEN students. Our findings, consistent across nine different SEN types, have highlighted the role of fostering positive teacher dispositions and reinforcing IE intentions and behaviors through training and peer support networks, facilitating effective IE implementation. Copyright © 2024 The Authors.

Pre-screening children for specific learning disabilities (SLDs), e.g., dyslexia, is essential for effective intervention. With a quick and reliable pre- screening result, special education coordinators (SEN- COs) can provide students with early intervention and relieve their learning pressure. Unfortunately, due to the limited resources, many students in Hong Kong receive dyslexia assessments beyond the golden period, i.e., under the age of six. To this end, information technology could establish automatic pre-screening tools to address this issue. However, dyslexia pre-screening for children learning Chinese is challenging due to the lack of sound-script correlation in Chinese. In this paper, an Automatic Dyslexia Pre-screening System (ADPS) is developed to provide a quick test to identify at-risk children. Through a two-stage approach, we first develop a gamified tool based on linguistic characteristics and then evaluate the result by a comparison study. Results from a pilot test on 30 students with dyslexia and 32 students without dyslexia indicate that ADPS can effectively distinguish two groups of students. Furthermore, the interactive design elements can motivate students to conduct the pre-screening independently. Copyright © 2024 IEEE.