Artificial intelligence (AI) literacy is at the top of the agenda for education today in developing learners' AI knowledge, skills, attitudes and values in the 21st century. However, there are few validated research instruments for educators to examine how secondary students develop and perceive their learning outcomes. After reviewing the literature on AI literacy questionnaires, we categorized the identified competencies in four dimensions: (1) affective learning (intrinsic motivation and self-efficacy/confidence), (2) behavioural learning (behavioural commitment and collaboration), (3) cognitive learning (know and understand; apply, evaluate and create) and (4) ethical learning. Then, a 32-item self-reported questionnaire on AI literacy (AILQ) was developed and validated to measure students' literacy development in the four dimensions. The design and validation of AILQ were examined through theoretical review, expert judgement, interview, pilot study and first- and second-order confirmatory factor analysis. This article reports the findings of a pilot study using a preliminary version of the AILQ among 363 secondary school students in Hong Kong to analyse the psychometric properties of the instrument. Results indicated a four-factor structure of the AILQ and revealed good reliability and validity. The AILQ is recommended as a reliable measurement scale for assessing how secondary students foster their AI literacy and inform better instructional design based on the proposed affective, behavioural, cognitive and ethical (ABCE) learning framework. Copyright © 2023 The Authors.

In recent years, AI technologies have been developed to promote students' self-regulated learning (SRL) and proactive learning in digital learning environments. This paper discusses a comparative study between generative AI-based (SRLbot) and rule-based AI chatbots (Nemobot) in a 3-week science learning experience with 74 Secondary 4 students in Hong Kong. The experimental group used SRLbot to maintain a regular study habit and facilitate their SRL, while the control group utilized rule-based AI chatbots. Results showed that SRLbot effectively enhanced students' science knowledge, behavioural engagement and motivation. Quantile regression analysis indicated that the number of interactions significantly predicted variations in SRL. Students appreciated the personalized recommendations and flexibility of SRLbot, which adjusted responses based on their specific learning and SRL scenarios. The ChatGPT-enhanced instructional design reduced learning anxiety and promoted learning performance, motivation and sustained learning habits. Students' feedback on learning challenges, psychological support and self-regulation behaviours provided insights into their progress and experience with this technology. SRLbot's adaptability and personalized approach distinguished it from rule-based chatbots. The findings offer valuable evidence for AI developers and educators to consider generative AI settings and chatbot design, facilitating greater success in online science learning. Copyright © 2024 The Authors.

There is a global trend in the increased adoption of e-assessment in school classrooms to enhance learning. Teachers, as classroom-based assessment designers and implementers, play a vital role in such assessment change. However, little is known about school teachers' classroom-based e-assessment practices and the underlying reasons. To address this research gap, this study identified the factors influencing Hong Kong primary school teachers' e-assessment practices underpinned by the theory of planned behaviour (TPB). A large-scale survey was issued to 878 teachers via Qualtrics. Structural equation modelling (SEM) analysis shows that primary school teachers' intentions of using e-assessment and perceived behavioural control of it were the two strongest factors predicting their e-assessment practices in a general way. Specifically, teachers' intentions outweighed perceived behavioural control in determining their use of alternative e-assessment tasks and e-feedback, but this reversed for e-tests/exercises. The impact of perceived behavioural control was consistent across the three types of e-assessment practices. Furthermore, teachers' attitudes significantly influenced their intentions to use alternative e-assessment tasks, while subject norms primarily predicted their intentions to use e-feedback. The findings have implications for primary schools to take countermeasures to facilitate the successful implementation of e-assessment at the classroom level.Practitioner notesWhat is already known about this topic E-assessment has the potential to influence learning. E-assessment has often been used in a controlled environment with a relatively small sample size. The past 3 years have seen a surge in discussions and research around using e-assessment in classroom settings, mostly in higher education. What this paper adds Primary school teachers used more e-tests or exercises than alternative e-assessment tasks and e-feedback in their daily teaching. Teachers' intentions

A lack of evidence bridging the chasm between professional learning practices and commonly used, publicly available resources such as YouTube videos, remains a long-term challenge in both research and practice. The study introduced a YouTube video club for female early childhood teachers in Hong Kong (N = 29) to view, analyse and discuss STEM teaching videos. The participants wrote reflections and discussed with peers to exchange views on teaching content and strategies. All participants completed pre- and post-intervention surveys reporting their teaching beliefs, and five participants from the experimental group were invited for individual interviews. The questionnaire survey data were analysed using statistical analysis, while the interview data were analysed through inductive thematic analysis. The study, which was pre-post quasi-experimental, showed that the video club enhanced teachers' beliefs and attitudes towards professional practices in early childhood education. Qualitative analysis of teacher interviews revealed benefits and constraints of using YouTube videos for professional learning. The study transformed video clubs into a web-mediated mode using YouTube, Google Classroom and Zoom. The results have implications for the design and implementation of video clubs in teacher learning programmes. Copyright ©2023 Wiley.

The COVID‐19 pandemic has triggered an unexpected digital revolution, speeding up universities' digital transformation worldwide. It has brought heavy disruptions to travel and mobility worldwide, but it drives the opportunity for hosting region‐wide or even international academic exchanges through learning programs, workshops, and conferences via an alternative online mode. This study reports on a case study of a 1‐month online aviation learning program that engaged 108 university students from Mainland China and Hong Kong during the lockdown. At first, we first recruited students in Hong Kong; however, the program registration was unsatisfactory. This could be attributed to the students' perceived future aviation career prospects and readiness of emergent remote teaching during the pandemic. In the program, we designed an alternative blended learning approach to attract students to sustain their aviation learning. First, we transformed the activities from face‐to‐face (F2F) to online settings using digital technologies including flight simulation and virtual visits in a web‐conferencing environment. Second, we extended the reach of the event and attracted a larger audience in the neighbouring regions in Mainland China. It turned out that we could successfully recruit 108 students from 20 cities. In the end, students' interviews and motivational surveys indicated that this online learning experience could effectively enhance students' knowledge and motivational gain. Since the government has relaxed the policy of homeschooling, we organised two F2F meetings for students in Hong Kong to connect them together. This blended mode of teaching favoured the students in Hong Kong who showed a greater motivation than those in Mainland China. Furthermore, follow‐up interviews for teachers revealed how they invest in new technological equipment and knowledge to support the radical changes. Overall, the virtual event eliminates geographical barriers which successfully motivate

The proliferation of screen-free programmable robotics allows teachers to implement age-appropriate integrated activities that can promote child learning and development. However, very scarce is known about the challenges of using programmable robots as a tool to empower children in minority communities. This mixed-methods case study examined a Free Quality Kindergarten situated in a low-income public housing estate in Hong Kong to explore the affordances and challenges of robot programming (RP) in early childhood education (ECE). Both quantitative and qualitative data were generated through videotaped observations, child assessments and teacher interviews to journey with the teaching team as they managed to implement the newly introduced RP curriculum. Child assessment evidence revealed that there was a statistically significant improvement in CT scores over 6 weeks of RP activities, while the pretest–posttest change of child self-regulation scores was nonsignificant. Video analysis results further revealed that children's interaction level with the robot kit significantly predicted the change of self-regulation over time. Qualitative results are presented to explicate the micro, meso and macro conditions that constrain the implementation of RP curriculum, including the following: (a) teachers' limited TPACK in RP education, (b) a disconnect between the RP curriculum and the school-based curriculum, (c) limited resources and (d) the Confucian tradition and cultural barriers. These illustrate the intricacies involved in the implementation of RP education to empower marginalized children in under-resourced ECE settings. This study will help bring systemic change to the ECE field by uncovering ecological difficulties in integrating new technologies to promote inclusiveness and sustainability for the future. Copyright © 2022 British Educational Research Association.

To support young children's learning during the coronavirus 2019 (COVID-19) pandemic, preschool educators in Hong Kong were required to teach with digital technologies. In this study, 1035 educators from 169 preschools reported their views and practices in an online survey, which we examined via multilevel mixed-response analysis and thematic analysis. More than half of the respondents (53%) expected future online teaching to continue, and only 11% of educators believed that parents would reject this form of delivery. Administrators and teaching assistants were more likely than teachers to expect online preschool teaching to continue in the future. In addition, respondents with existing online platform experience, who taught the upper levels of preschool, or incorporated specific teaching practices (eg, after the online lesson, they assessed children and assigned homework tasks), were more likely than others to expect online teaching in the future. Many of these respondents also reported (a) difficulty with engaging their children when online and (b) inadequate support from parents for learning activities, which reduced the respondents' perceived likelihood of future online teaching. Administrators and teaching assistants were more likely than teachers to believe that parents would accept online teaching in the future. Respondents who felt they had inadequate training to teach online, children in families with inadequate technical skills and parents who believed that online lessons harmed children's well-being, were less likely than others to believe that parents would accept online teaching in the future. These educators believed that online learning communities could connect parents and schools and foster interaction that could help align with educator's support for children's learning needs. Copyright © 2021 British Educational Research Association.

Learning management systems (LMSs) have been launched in universities and other schools. However, because the use of such technology in schools is relatively new in the blended context, it is essential to understand whether students will accept and continue to use it. In this study, longitudinal latent growth modelling was used to examine the relationship between changes to LMS use and belief, and satisfaction with LMS among 1179 students, mostly between 12 and 13 years old, from 25 Hong Kong schools. Both LMS use and belief had positive linear growth over time. We observed individual differences in the students' initial level of belief and the rate at which their belief changed. In addition, individual differences in the students' initial level of LMS use were observed. However, there were no individual differences in their rate of change for LMS use. The initial level of belief and increased LMS use were directly associated with system and learning satisfaction with LMS. Changes to LMS use mediated the relationship between changes to beliefs and system and learning satisfaction with LMS.
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Gamified Authentic Mobile Enquiry in Society (GAMES) is a GPS-supported mobile application for gamifying social enquiry learning in outdoor environments. Teachers are always the "educational innovation gatekeepers" in schools. This paper reports on a 3-year study in which the Stages of Concern model was employed as a quantitative diagnostic instrument to continuously understand and address the emerging concerns of 91 social humanities teachers (from 91 high schools in Hong Kong) about adopting GAMES in their teaching practice. With adequate interventions for addressing the participants' ongoing needs, their peak categorical concern shifted initially from "Management" (in Year 1) to "Consequence" (in Year 2), and finally to "Refocusing" (in Year 3). The results reveal that the participants largely intended to go on harnessing GAMES to facilitate outdoor social enquiry learning in their schools. This work provides the field with profound strategic insights into sustaining technological innovations in schooling from the perspective of teachers--an important stakeholder of education.
[Copyright of British Journal of Educational Technology is the property of John Wiley & Sons, Ltd.]

e-Portfolios are a form of authentic assessment with formative functions that include showcasing and sharing learning artifacts, documenting reflective learning processes, connecting learning across various stages and enabling frequent feedback for improvements. This paper examines how e-portfolios take up these formative roles to support productive learning. Qualitative findings from interviews with selected first-year undergraduate students at a higher education institution in Hong Kong are reported concerning students' experiences of constructing e-portfolios as assessment tasks. As part of an institutional teaching and learning initiative, e-portfolios were incorporated into three core courses for first-year students. The findings reveal that several conditions necessary to foster productive learning were missing in students' experiences: strengthened formative role of e-portfolios through coherent assessment design; encouragement for students' pursuit of authentic tasks to develop learning interests; engagement of students in reflective and self-regulative learning as an essential learning process; provision of constructive feedback for sustained learning support; and support for students' autonomy through facilitation of collaborative knowledge building. By explicating how the lack of these conditions impeded students' active involvement in e-portfolio tasks and suggesting relevant strategies for teachers at the institution in question, this paper offers implications for harnessing information and communication technology (ICT) to support students' productive learning.