The accurate detection of children's truthful and dishonest reports is essential as children can serve as important providers of information. Research using automated facial coding and machine learning found that children who were asked to lie about an event were more likely to look surprised when hearing the first question during an interview…

Video-based teacher online learning enables teachers to engage in reflective practice by watching others' classroom videos, providing peer feedback (PF) and reviewing others' work. However, the quality and reliability of PF often suffer due to variations in teaching proficiency among providers, which limits its usefulness for reviewers. To improve…

Background: Goal setting is an essential step in the clinical reasoning process of speech and language therapists (SLTs) who provide care for children, adolescents and adults with communication disorders. In the light of person-centred care, shared or collaborative goal setting between the SLT and client is advised in (inter)national guidelines.…

Motor vehicle collisions are among the leading causes of unintended injury-related deaths among children under the age of 14. The primary cause of these deaths is the improper use of child passenger safety restraints (CPSRs). Correctly installed CPSRs can decrease the risk of fatal injury by 45% to 95%. To date, no studies have used video…

While previous studies have shown that L2 listeners tend to focus more on videos with additional information, like presentation slides, the amount of eye gaze did not necessarily translate to higher listening test scores . Unlike previous research focusing on the benefits of additional visual cues, this study explores how emotions impact L2…

Students' sense of belonging has long been recognised as a key factor in student success, and higher education institutions continue to explore new ways to promote and support a sense of belonging amongst their students. This article presents working with Student Content Creators to produce video content as one way of promoting this sense of…

Health professional education stands to gain substantially from collective efforts toward building video databases of skill performances in both real and simulated settings. An accessible resource of videos that demonstrate an array of performances -- both good and bad -- provides an opportunity for interdisciplinary research collaborations that…

Background: Collaborative problem-solving (CPS), encompassing social and cognitive domains, is recognised as a critical competency for current and future learners. While the cognitive domain, rooted in individual problem-solving, is relatively well understood, the social domain, manifested through social interaction, remains a challenge,…

Face anonymization in intelligent experimental education is crucial for privacy protection. This paper presents a novel, real-time face blurring system for smart experimental settings. Our key contributions include: 1) customized YOLOv8 (Multi-Scale Feature Fusion YOLOv8) algorithm achieving 96% accuracy at 22.67 fps for 1080p video. 2) An…

Video-enhanced activity schedule (VidAS) embeds a video model within a visual schedule, then links the images in the visual schedule to a video model clip, completing the step represented in each image. VidAS could leverage the strength of standard visual schedules and offer learners on the autism spectrum extra support to illustrate a sequence of…

Wildflower Schools, a network of decentralized "shopfront" Montessori schools, began in 2014, when Sep Kamvar, a MIT Media Lab professor, was unable to find a preschool for his son that fit his needs, and ended up partnering with two veteran Montessori educators, Mary Rockett and Katelyn Shore, to start a school. Wildflower's work is…

The teaching-learning relationship in online microteaching was explored using mixed methods. Adults (N = 40) alternated roles of "teacher" and "student" during a 15-min language learning session. Video analysis using a context-specific framework based on the science of learning revealed diversity in teaching approaches.…

The purpose of the present study was to investigate the effectiveness of video modeling to teach safety skills during earthquakes and postearthquake evacuation to children with autism. Three male children with autism, aged 9-10 years, participated in the study. The results indicate that video modeling was effective at promoting the acquisition of…

Background: Leaderboards are a highly popular gamification component used in student learning to enhance motivation, attentional engagement, and learning performance. However, few studies have examined the effects of individual leaderboard elements on English vocabulary learning through video lectures. Objectives: The present study aimed to…

Programs that engage young children in movement and song to help them learn are popular but experimental evidence on their impact is sparse. We use an RCT to evaluate the effectiveness of Big Word Club (BWC), a classroom program that uses music and dance videos for 3-5 minutes per day to increase vocabulary. We conducted a field experiment with…