In recent years, artificial intelligence (AI) and learning analytics (LA) have been introduced into the field of education, where their use has great potential to enhance the teaching and learning processes. Researchers have focused on applying these technologies to teacher education, as they see the value of technology for educating. Therefore, a systematic review of the literature on AI and LA in teacher education is necessary to understand their impact in the field. Our methodology follows the PRISMA guidelines, and 30 studies related to teacher education were identified. This review analyzes and discusses the several ways in which AI and LA are being integrated in teacher education based on the studies’ goals, participants, data sources, and the tools used to enhance teaching and learning activities. The findings indicate that (a) there is a focus on studying the behaviors, perceptions, and digital competence of pre- and in-service teachers regarding the use of AI and LA in their teaching practices; (b) the main data sources are behavioral data, discourse data, and statistical data; (c) machine learning algorithms are employed in most of the studies; and (d) the ethical clearance is mentioned by few studies. The implications will be valuable for teachers and educational authorities, informing their decisions regarding the effective use of AI and LA technologies to support teacher education.

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. Practitioner notes: What is already known about technology integration for young children during COVID‐19 COVID‐19 led to the closure of many schools, requiring teachers to teach online. Barriers to integrating technologies in preschool settings existed before the pandemic. Online teaching can support students' learning, but few studies have examined technology integration for preschoolers at home during a pandemic. What this paper adds This paper adds new data on schooling during a pandemic. During the closures, preschool teachers applied two major online teaching approaches: (a) digital content interaction and (b) online human interaction. Technology integration was added to provide evidence of how teachers applied online learning resources for young children during COVID‐19. During closures, teachers often delivered learning resources via digital‐mediated learning platforms, but they were less likely than other educators to expect online teaching in the future. Educators who perceived greater engagement of children or support from parents were more likely to expect online teaching in the future. Implications for practice and/or policy This study showed that some preschool teachers integrated technology into their teaching during a pandemic, and future studies can explore how to facilitate or extend this integration after the pandemic. This study showed the need for more interactive online teaching preparation to address young children's learning needs. Some teachers were responsive to feedback from children and monitored their learning during the online teaching process.

The research reported here investigated the use of information and communication technologies (ICT) by 15 Hong Kong preservice early childhood teachers (PSTs) who had completed a course regarding the use of ICT in early childhood settings as they participated in their first-year teaching practicum. The study examined the preservice teachers use of ICT and their ability to integrate ICT into their teaching practices. The research took place in 7 preschool settings across the Hong Kong Special Administration Region (SAR). The results indicated that preservice teachers used ICT mostly in the context of a teacher-directed approach to learning. The contexts allowed for few child-directed activities and very few child-initiated activities. Similarly, when the preservice teachers incorporated learning activities that used ICT, they initiated and directed most of the activities. The findings from this study indicate that school factors, such as school-level curriculum, ICT infrastructure, and the mentor-teacher’s teaching philosophy exerted a powerful influence on the way that preservice teachers were able to use ICT in their teaching practicum.

Early childhood education has developed greatly in rural areas in China since the 1980s. Recognising the status of early childhood education as ‘the foundation of basic education’, the authorities in China have set up challenging objectives for rural areas. However, the development of early childhood education in these areas has been facing tremendous difficulties and challenges. This paper provides an overview of such development in the past 25 years. Issues of policies, funding, curriculum and the status of rural teachers will be addressed. Further, a case study of early childhood provision in Northwest China, Gao Village (Gao Cun), will be presented as an example of the development and challenges in a typical remote rural village in China.

This review examines the design cycles of innovation in response to changing policy, technological and practical imperatives. It begins with the initial creation of an information and communication technology course in an early childhood teacher education program and describes its evolution into a contemporary topic. Program changes occur because of policy-driven trends, including the expansion of the definition of what constitutes technology and the incorporation of innovations into curricula and pedagogical practices. We characterize these changes in three design cycles. In the first cycle, courses to prepare preservice teachers for early childhood centers focused primarily on computer-based skills. In the second cycle, new technologies were integrated into the curricula and teaching programs and incorporated into the practicum. In the third cycle, the principles and practices inherent to science, technology, engineering and mathematics ( stem ) education were adopted to extend the role of new technologies in contemporary curricula and pedagogies. These new learning ecologies were characterized by the application of inter-disciplinary knowledge in authentic learning contexts. The reviewed case studies included students in three new technologies course projects in an early childhood teacher education program. The findings revealed that early childhood preservice teachers expected more opportunities to practice and apply new technologies in innovative learning spaces focused on stem learning. Furthermore, they believed that university teacher education courses should be applicable to practice-based contexts. The implications of this review inform the process of change in the design of teacher education programs from technology-based learning to the pedagogical innovations needed to prepare future teachers. It illustrates that new technologies for learning should consider changing learning ecologies in their design and implementation, and should support early childhood teachers in understanding and using child-centered pedagogical approaches.

Digital technology is increasingly used in STEM education for young children aged 0–8 years. An extensive literature search was conducted using seven databases to systematically investigate the effect of digital technology on young children’s STEM education. Twenty-two eligible articles published from 2010 to 2021 were identified. Results showed that robotics, programming, and multimedia were used to support young children’s STEM education. Digital technology plays different roles in the process of STEM education. Outcomes also showed that digital technology positively affected young children’s STEM education in terms of STEM knowledge or skill acquisition and learning engagement. This was regardless of gender but relevant to age and the learning condition. Participating children and teachers reported high acceptance and satisfaction with the included programs. However, many difficulties, challenges and criticisms were revealed by the extracted data, including how digital technology is used in young children’s STEM education, the nature of young children, the requirements placed upon educators, and different types of adult–child interactions. We also look at the limitations of the study design within included studies and provide recommendations accordingly.