Early counting forms a critical foundation for numeracy, involving coordination of visual representations, verbal number words, and physical actions such as pointing. Designing effective technologies for young children, therefore requires careful calibration of multimodal features. This study investigated how different levels of demonstrations paired with a voice assistant—static (baseline: image+voice), animated (animation+voice), and interactive (touch+animation+voice)—influence counting-related understanding and engagement in 2–4-year-olds. We developed a tablet-based counting game and conducted a within-subjects study with 32 children. Results showed that animated demonstration improved cardinal number word understanding over both baseline and the interactive demonstration. Analyses of verbal counting engagement showed that concurrent touch demands increased cognitive load, limiting children’s counting aloud. These findings suggest that more interactivity does not always yield better outcomes for young learners. We contribute empirical evidence and design guidance: voice+animation supports early counting, while touch interactivity should be lightweight and age-appropriate, informing the design of multimodal voice-assisted applications.

With the advancements of machine learning and AI technologies, robots have been more widely used in our everyday life and they have also been used in education. The present study introduces a 12-week child-robot theater afterschool program designed to promote science, technology, engineering, and mathematics (STEM) education with art elements (STEAM) for elementary students using social robots. Four modules were designed to introduce robot mechanisms as well as arts: Acting (anthropomorphism), Dance (robot movements), Music and Sounds (music composition), and Drawing (robot art). These modules provided children with basic knowledge about robotics and STEM and guided children to create a live robot theater play. A total of 16 students participated in the program, and 11 of them were involved in completing questionnaires and interviews regarding their perceptions towards robots, STEAM, and the afterschool program. Four afterschool program teachers participated in interviews, reflecting their perceptions of the program and observations of children’s experiences during the program. Our findings suggest that the present program effectively maintained children’s engagement and improved their interest in STEAM by connecting social robots and theater production. We conclude with design guidelines and recommendations for future research and programs.

The use of social robots has recently been investigated in various areas, including STEM (Science, Technology, Engineering, and Mathematics) education and artistic performances. To inform children of the seriousness of climate change and awareness that they can make change, we created the Robot Musical Theater performance. In this project, natural elements (wind, earth, fire, and water) were anthropomorphized and represented by humanoid robots (Pepper, Milo, and Nao). The robots were designed to motivate audience to participate in the action to prevent climate change. Because of COVID, only fourteen visitors as a single group were allowed to participate in real-time and posted to YouTube, where at the time of submission, 141 people have viewed the performance. The participants provided positive comments on the performance and showed their willingness to participate in the movement to prevent climate change, and expressed their further interest in STEM learning. This performance is expected to contribute to enhancing informal STEM and robotics learning, as well as advancing robotic arts.

Most smartphones support multi-tasking with several means to switch between apps (e.g., a "recent apps" button or a "back" button). However, switching between apps is cumbersome when one has to do it frequently for example, when notifications keep interrupting one's current task. We introduce Peek-a-View, a fully transparent flipping screen cover that can reduce task switching overhead by providing an additional virtual screen space for subtasks. We assessed its feasibility in handling notifications. Upon receiving a notification, users can peek into the content of the notification without actually switching apps by slightly lifting the cover. If necessary, users can completely flip the cover to switch to the app that fired the notification. Two user studies showed that flipping and peeking interaction provided improved performance and proved to be useful for tasks that involve subtasks.