This paper presents the results of an empirical study that aimed to evaluate the effectiveness of using robots to teach machine learning concepts to primary school students and consolidate their reflection on learning-to-learn skills. The pedagogical design of this study was based on the neuroscience-informed Attention-Engagement-Error-feedback-Reflection (AEER) framework. The study involved 87 Grade 5 students from Hong Kong. Data collection included pre- and post-tests on machine learning concepts, as well as pre- and post-questionnaires on learning-to-learn skills based on the AEER framework. The findings suggest that the use of purposely designed robots for understanding machine learning significantly enhanced primary school students’ understanding of machine learning concepts. Further, it can facilitate students’ reflection on their learning-to-learn skills, which have been nurtured over their years of study period, thereby effectively preparing them for the transition to secondary school education. The paper concludes with a discussion of the findings and provides potential directions for future research. Copyright © 2024 CSEDU.

Student-centered pedagogy (SCP) is highly considered for its potential to facilitate cognitive learning in Computational Thinking (CT) education. However, there is a noticeable gap in understanding its influence on students' cognitive development from a multilevel perspective. This study delves into cognitive learning theories and aims to bridge the existing gap by introducing a three-level conceptual model to illustrate how the influence of SCP on students' cognitive CT abilities is mediated through the cognitive learning processes. This multilevel approach simultaneously explores SCP within the intricate school environment where factors at the school, teacher, and student levels are closely intertwined. Data was collected from 82 programming teachers and their 2433 students across 43 Hong Kong primary schools. Using multilevel modeling, results indicate that the adoption of SCP is significantly anchored by school support on teacher professional development (TPD), which in turn enhances students’ cognitive learning (i.e., active, interactive, constructive, and reflective learning) in class, further contributing to their enhanced cognitive CT abilities. The findings underscore the nuances of SCP adoption in school scenarios, advocating for strategic approaches to maximize student achievements in CT education. Recommendations for future research are discussed. Copyright © 2024 Elsevier Ltd. All rights reserved.

Self-regulated learning (SRL) is critical to students' academic success and lifelong learning. Although the benefits of SRL have been examined in many studies, few have explored it in a broader educational context. This study presents an eight-month institutional case study that demonstrates how SRL has been developed as a pedagogy through the collective endeavours of teachers, researchers, and experts at a university in Hong Kong. A case study method protocol was followed. Data were obtained from multiple sources, including surveys of teachers (N = 93) and students (N = 215), interviews with teachers (n = 5) and students (n = 19), archived course documents, videos, and project reports. T-tests, coding, and document analysis were applied to analyse the collected data. The results showed that the teachers had good knowledge of SRL strategies but some students struggled to apply them effectively. Our study's findings have various implications for the effective promotion of SRL at the university level, and include the importance of developing a collective approach involving various members of the university, integrating responsive pedagogy, and adapting SRL strategies to students' individual needs. Future research can follow our methodology to replicate the study in different educational contexts.

Computational thinking (CT) practices is a critical cognitive tool for students to overcome challenges in this technological era. Few studies investigated CT practices from a development perspective. A two-year intervention was implemented in 30 intervention and 22 control schools in Hong Kong to promote CT education (T1baseline: N = 13,056; T2: N = 16,367; and T3: N = 15,269). Senior primary students (grades 4 to 6) around 8–12 years old were targeted. Among them, 34% were girls at T1baseline. Their learning progression of cognitive development was assessed with a CT practices test. Data were analyzed using item response analysis. Learning trajectories of CT practices were modeled to understand how students’ cognitive development differed between schools. Insights of findings were discussed in bringing CT practices to life. Copyright © 2023 Elsevier Ltd. All rights reserved.

This study trialed a pedagogy of “To Play and Learn, To Inquire, To STEM and Code”. Supplementary with seven hands-on activity worksheets and 19 coding product templates and samples, the pedagogy was designed to expose students to the construction of electric circuits with Micro:bit in STEM classrooms for developing knowledge of electric circuits and problem-solving skills. The pedagogy was implemented as a 280-minute teaching in eight lessons for 23 selected Grade 5 classes, which involved 369 students from nine primary schools at Hong Kong. The results of pre-post-test validate the success of the pedagogy in students' statistically significant growth in all three topic-specific knowledge points. The results of questionnaire survey demonstrate the impact of the pedagogy on students' statistically significant growth in their awareness of and their confidence in applying the target problem-solving skills. The results of focus group interviews confirm that students were satisfied with the experiences and outcomes of the pedagogy in developing topic-specific knowledge and problem-solving skills. This study reveals that the pedagogy is well received by students; noticeably effective to enhance students' knowledge of electric circuits; and potential to promote their development of problem-solving skills. Future directions to extend the pedagogy for senior primary curriculum are discussed. Copyright © 2022 Asia-Pacific Society for Computers in Education.

The ability to formulate problems is an important part of computational thinking (CT) development for nurturing creative problem solvers. However, problem formulation is inadequately addressed in primary school education. This study aimed to investigate the problem formulation processes of primary school students. Students from eight winning teams in a primary school CT competition in Hong Kong participated in the study. Focus group interviews were conducted with the students and teachers separately. Data analysis revealed that the students’ problem formulation processes could be divided into three stages, namely, the Find, Investigate, and Define stages. The Investigate stage was an essential stage connecting the Find and Define stages. Interviews showed that support from teachers and parents was necessary for students to gain a positive experience of formulating problems in primary school context. Findings suggest that CT curriculum should be designed to allocate sufficient project time and learning space for students to develop their problem formulation ability. Problem formulation abilities are critical in the development of students’ creativity in computational thinking. Copyright © 2022 The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.

This chapter presents two case studies on e-Learning policy and implementation in universities dedicated to teacher education in Hong Kong and Beijing. The case studies provide an overview of e-Learning in teacher education in the two cities in China; introduce strategies of the university-specific policy on e-Learning in teacher education; share examples of the policy-informed practice for e-Learning in teacher education and then discuss issues for the successful implementation of e-Learning in teacher education. In the case study from Hong Kong, the university-specific policy concerns the development of both e-Learning competency and digital competency to empower student-teachers to be lifelong learners who are active, constructive, interactive and reflective in their learning and professional life. The strategies for e-Learning are implemented to engage student-teachers in blended learning in course delivery, mobile technology-supported learning hub, online assessment-submission platform with plagiarism check and digital portfolio. The strategies for digital competency are implemented to nurture student-teachers with coding, app development, 3D printing, STEM/STEAM (science, technology, engineering and mathematics/science, technology, engineering, arts and mathematics) literacy and artificial intelligence literacy to groom creativity and innovation for their competitiveness in the digitalised society. In the case study from Beijing, the university-specific policy aims to develop student-teachers’ digital literacy and the capability of design, development and utilisation of digital learning resources and to develop the ability of ICT-based instructional design. The e-Learning strategies are implemented through engaging student-teachers in learning in technology-rich environments (such as smart classrooms, MOOCs [massive open online courses] or SPOCs [small private online courses]), and through the compulsory course of ‘Introduction to Modern Educational Technology’

Programming is perceived to be an indispensable type of literacy in the digital era. To effectively promote and implement programming in K–12 education, it is necessary to understand school principals' perception of programming education. This study adopted a mixed methods design to explain principals' understanding, expectations, and support for programming education in primary schools using Theory of Reasoned Action (TRA). In study 1, survey questionnaires were distributed to all principals from public primary schools in Hong Kong. Two hundred and sixty-six principals responded to the survey (response rate = 55.6%). In study 2, a follow-up interview study with 13 principals was conducted to further explore their perception of programming education. The results of study 1 indicated that principals with a better understanding of programming education tend to have clearer expectations of how to implement programming education in their schools, which consequently leads to greater support for the implementation of programming education. In study 2, the thematic analysis further supported the results obtained in study 1. Specifically, the results of study 2 demonstrated that most principals show understanding, expectation, and support for the implementation of programming education, which in turn results in various positive student and teacher outcomes. The results also showed that challenges are inevitable during implementation, principals show capabilities and willingness to adjust their expectation and support to better integrate programming education into their school curricula. Copyright © 2021 Elsevier Ltd. All rights reserved.

Computational thinking (CT) practices have gained increasing importance in primary school education. However, there are few tools to measure primary school students' CT practices that are based on rigorous psychometric approaches. This study developed an operational definition for CT practices by exploring the key dimensions of their composition and, more importantly, developed and validated a generic test tool that can effectively assess students’ CT practices. Items to measure CT practices were developed using the evidence-centered design (ECD) approach. These items prompted students to exhibit behaviors that demonstrated their skills in the four dimensions of CT practice, namely testing and debugging, algorithmic thinking, reusing and remixing, and abstracting and modularizing. A test consisting of these items was administered to 13,956 Grade 4–6 primary school students from 56 public schools in Hong Kong. The data were analyzed based on the item response theory (IRT) approach, together with other psychometric tests. A bi-factor three-parameter logistic model was ultimately adopted for test validation, as it fitted the data better than the corresponding two-parameter and one-parameter logistic models. The results validated the four-dimensional structure of the CT practices test. The reliability, test item characteristics, and CT practice abilities of students are also discussed. Copyright © 2021 Elsevier Ltd. All rights reserved.

A study was conducted for creating digital classrooms to support students to learn subject knowledge and develop information literacy competency as well as critical thinking skills. A total of 144 students in four Secondary 1 classes in a secondary school in Hong Kong were invited to participate in the study. In the 12 trial lessons, every three students shared a Tablet PC for learning the topic “Air Pollution Problems in Hong Kong” in the Integrated Humanities subject. After the trial teaching, the students and teachers were interviewed about their perception of the support from the designed digital classrooms. The study found that the students and teachers positively perceived the support from the designed digital classrooms on developing subject knowledge, information literacy competency and critical thinking skills. Three recommendations are made for enhancing the pedagogical designs in digital classrooms that emphasize the use of mobile technology. Copyright © 2012 Asia-Pacific Society for Computers in Education.