The Syncretic Effect of Dual-Source Data on Affective Computing in Online Learning Contexts: A Perspective from Convolutional Neural Network with Attention Mechanism

Affective computing (AC) has been regarded as a relevant approach to identifying online learners' mental states and predicting their learning performance. Previous research mainly used one single-source data set, typically learners' facial expression, to compute learners' affection. However, a single facial expression may represent different affections in various head poses. This study proposed a dual-source data approach to solve the problem. Facial expression and head pose are two typical data sources that can be captured from online learning videos. The current study collected a dual-source data set of facial expressions and head poses from an online learning class in a middle school. A deep learning neural network using AlexNet with an attention mechanism was developed to verify the syncretic effect on affective computing of the proposed dual-source fusion strategy. The results show that the dual-source fusion approach significantly outperforms the single-source approach based on the AC recognition accuracy between the two approaches (dual-source approach using Attention-AlexNet model 80.96%;single-source approach, facial expression 76.65% and head pose 64.34%). This study contributes to the theoretical construction of the dual-source data fusion approach, and the empirical validation of the effect of the Attention-AlexNet neural network approach on affective computing in online learning contexts.

A Pandemic Partnership: Preservice Teachers and Fourth Graders Engage in Virtual Book Clubs

When preservice teachers were no longer able to visit schools due to the pandemic, their university professor partnered with an alum who teaches fourth grade to design and implement virtual book clubs. The preservice teachers created book trailers for the fourth graders to view and choose from for their book club. The groups connected using a variety of digital platforms and modalities to discuss the selected books. Through this virtual experience, the preservice teachers learned how to individualize their responses using the Four-N-Framework as a guide to nurture and nudge each reader through virtual book club conversations.

Technology-enhanced Reflection and Teacher Development: A Student Teacher's Journey

This article reports on the findings from a technology-enhanced teacher learning project where the SETTVEO app (Self Evaluation of Teacher Talk through Video Enhanced Observation) was used to support teachers' reflective practices and professional development. Participants in the project were a group of 40 student teachers (ST) from Hong Kong, who took part in a teaching practicum taught online owing to COVID-19 restrictions. They formed online professional learning communities (PLCs) with peers and tutors, shared their class recordings (tagged using the on SETTVEO app), and reflected on their teaching through weekly discussions. This study aims to characterize teacher learning mediated by video technology and dialogue, and to evaluate the impact of the app on STs' reflective practices and emerging Classroom Interactional Competence (CIC, Walsh 2013). In this article, we focus on an individual ST's development over a period of eight weeks. Two sources of data are transcribed and analysed using an applied Conversation Analysis (CA) method: the first records the teacher's interactions while teaching, the second their dialogic reflections based on observations of these class recordings. Findings from the study enhance our understandings of the role of technology in influencing classroom practice and highlight its importance in promoting teacher noticing and professional development. © The Author(s) 2023.

YouTube and formal math learning. Perceptions of students in COVID-19 times

Educational mathematics videos on the Internet are a widespread resource among high school students. Research on the use of Video Lectures (VL) in university studies supports their effectiveness and identifies which criteria affect their usefulness and students' intention to use them. In the context of the COVID-19 pandemic, this study presents the perceptions of 220 secondary students regarding the usefulness of and intention to use VL. Based on a catalogue of mathematics VL and a hybrid methodology that combines the Technology Acceptance Model (TAM) with focus groups of students and their teachers, the results reveal that VL are perceived as a useful resource. Students and teachers demonstrated their intention to continue using them to learn and teach mathematics in the classroom. No significant differences between secondary years were found, but differences according to gender were, with the Perceived Usefulness (PU) being higher in the female than in the male participants. The presence of a teacher onscreen, as well as the duration and accuracy of the contents are fundamental criteria for all school years. The inclusion of animations, music, and humorous bits are important for younger students. The teachers attribute particular importance to the technical quality of VL.

Making the Transition to Virtual Methods in the Literacy Classroom: Reframing Teacher Education Practices

In response to the COVID 19 pandemic, universities and colleges closed abruptly and teacher educators had little time to move instruction from face-to-face classrooms to digital learning environments. This sudden shift created a myriad of obstacles as instructors worked to retain pedagogically sound and effective instruction through online instruction--while also preparing novice teachers how to teach online themselves. Adding another layer of complexity is prospective teachers' lack of knowledge and hesitation regarding technology tools, as well as how to meaningfully integrate the tools into their teaching. Facing these challenges, we as literacy teacher educators, drew upon effective methods of teacher education, literacy practices and digital literacy to rethink the way we design lessons and assignments for our literacy methods courses. The framework we created for restructuring the integration of technology into courses can be duplicated across disciplines and guide instructors to reconceptualize their use of tech tools to re-envision face-to-face and digital instruction to expand learning outcomes.

Creating Virtual Ensembles: Common Approaches from Research and Practice

A virtual ensemble is a digital musical product that uses multiple recordings edited together to form a musical ensemble. Creating virtual ensembles can be a way for music educators to engage students through online music-making. This article presents eight steps for creating virtual ensembles in music education courses and classrooms. The steps are (1) identifying objectives and desired outcomes, (2) selecting repertoire, (3) developing learning resources, (4) creating an anchor for synchronizing, (5) choosing a recording method, (6) setting up a collection platform, (7) editing in postproduction, and (8) distributing the product. As online music production becomes more prevalent, projects like virtual ensembles can provide creative and exciting experiences for music teachers and students, whether produced in the classroom or through remote means on the Internet.

Moonshot: Redesigning NASA's High School Aerospace Scholars Experience at Johnson Space Center for Online Delivery

Moonshot is the redesign of NASA's High School Aerospace Scholars (HAS), which traditionally engaged Texas high school juniors in a 16-week online course for credit and an intense week-long onsite experience working in teams with experts at NASA's Johnson Space Center (JSC). Due to the novel coronavirus (COVID-19), our challenge was to design, develop, and deliver an online virtual experience to replace the all-expenses-paid six-day residential summer experience at JSC where HAS participants traditionally work with like-minded peers and NASA experts on authentic design challenges.

Teaching Process and Plant Design in the Year of COVID-19

This reflective practice contribution presents the lessons learned from teaching plant design using an online flipped format to a small cohort of students in the first COVID-19 semester. These lessons were applied to the online teaching of the capstone design course to a full-sized cohort. The impact of the implemented recommendations on the students' academic outcomes is assessed, focusing on the importance of tracking student engagement in formative learning and encouraging the low-engagers to keep up.

Policies, Practices, and Protocols for the Implementation of Technology Into Language Learning

Many research studies show that the use of technology inside and outside classrooms makes teaching and learning more engaging and motivating. Technology can provide learners with endless opportunities and can improve the learning experience, simplify access to educational resources, enhance autonomous learning, meet individual learning needs, and prepare the learners for future career success when using it to foster 21st-century skills. However, the range and number of technologies currently available can yield challenges for educators if they do not know how to effectively integrate them into their teaching pedagogy. "Policies, Practices, and Protocols for the Implementation of Technology Into Language Learning" discusses the skills necessary for successful technology use in education and examines technology tools that assist in teaching different languages with a focus on English as a Foreign Language (EFL). Covering a range of topics such as reading, writing, and integrated language skills, this book is ideal for instructors, policymakers, administrators, researchers, practitioners, academicians, and students.

Augmentative and Alternative Communication and Remote Learning

For rural locations, the use of remote learning may provide schools the opportunity to meet student needs without requiring students to travel long distances to access services. It is critical that teachers of students with disabilities understand how to support learning and know how to use the accommodations, modifications, and assistive technologies listed in student Individualized Education Programs (IEPs) in online classrooms. Students with language disabilities sometimes require augmentative and alternative communication (AAC) systems to effectively communicate. This article provides teachers with practical tips of teaching students to use AAC online and supporting its continued use in the virtual classroom.

Education for the Disabled in Accordance with the Quality of Inclusive Education in the Distance Education Process

The aim of this research is to evaluate the disabled education in accordance with the quality of inclusive education in the distance education process in line with the opinions of special education teachers. The research was conducted with 10 special education teachers who were teaching special education and general education in schools with special needs students in Kazakhstan and who agreed to participate in the research voluntarily. The research was designed in accordance with the case study, one of the qualitative research designs. Research data were collected with a semi-structured interview form developed by the researchers. As a result of the research, it was revealed that the teachers used online lessons, video sharing, homework control, online activities and mobile applications in the teaching of the lessons in the distance education process, they preferred formal education to distance education, and they found distance education insufficient to meet the individual needs of students in learning. In addition, teachers stated that they found family participation in distance education and teacher-student peer interaction insufficient. The results obtained from the research revealed the necessity of eliminating the obstacles in the education of the disabled in accordance with the quality of inclusive education.

Student Perspectives on Online Lectures during the COVID-19 Lockdown

This article outlines an exploratory study that investigated students' perceptions of the benefits and disadvantages of lecture recordings delivered as part of an introductory chemistry program in the UK during the COVID-19 lockdown in Spring 2020. Three features of these lecture recordings are considered: 1) the production of a series of mini-lectures rather than 50 minute recordings, 2) the inclusion of quiz questions in the video timeline, and 3) the inclusion of a picture-in-picture talking head showing the instructor alongside a captured screen. Analysis of survey data indicates that a majority of students felt that each of these features had a positive impact on their learning and/or experience, with a significant number expressing a preference for the retention of online lectures after the resumption of on-campus teaching. Qualitative data provides valuable insight regarding the specific aspects of the recorded lectures that were perceived to enhance the student experience, supporting the design of future provision both during and beyond the COVID-19 pandemic. The generalizability of the recommendations is also discussed, along with the limitations of the study.

The Design and Implementation of a Video-Facilitated Transdisciplinary STEM Curriculum in the Context of COVID-19 Pandemic

The COVID-19 pandemic has brought disruptions and constraints to K-12 STEM education, such as the shortened classroom time and the restrictions on classroom interactions. More empirical evidence is needed to inform educators and practitioners which strategies work and which do not in the pandemic context. In response to the call for more empirical evidence and the need for cultivating responsible and competent 21st century citizens, we designed and implemented a transdisciplinary STEM curriculum during the COVID-19 outbreak. In order to facilitate the smooth delivery of the learning contents and authentically engage learners in the learning process, multi-model video approaches were employed considering the characteristics of three disciplines, STEM, social service, and writing, as well as learner diversity. Pre- and post-test results indicated that students' transdisciplinary STEM knowledge improved significantly after completing the curriculum. The integration of STEM, social service, and writing disciplines promoted the growth of students' empathy, interest, and self-efficacy. Consistent with the quantitative results, students responded in the interview that their STEM knowledge and empathy were both enhanced. Some implementation strategies introduced in the current study are also applicable when the standard teaching order is restored in the post-COVID-19 era.

Service-Learning for Sustainability: Four Approaches for Engagement, Enrichment, Equity, and Citizenship

The University of North Carolina at Pembroke, a historically American Indian university that is experiencing major climate change impacts from hurricanes, was the setting for four service-learning projects seeking to advance sustainability in a racially diverse community. Courses in American Indian Studies, English, and Social Work, in collaboration with farms, schools, and community organizations, demonstrated benefits to student learning and retention and sought to fulfill faculty members' aspirations for enhanced community wellbeing. In addition to first-person narratives of these activities, the authors provide resources for adaptation and/or usage in higher educational settings.

Understandability, actionability and suitability of educational videos on dietary management for hypertension

Background: Educational video is a productive means to advocate lifestyle modifications such as changes in the dietary routine. This study assesses the understandability, actionability and suitability of newly developed educational videos aimed at encouraging dietary adjustments among hypertension patients. Method: In all, 183 participants were recruited via convenience sampling and rated the understandability, actionability and suitability of the videos using the Patient Education Materials Assessment Tool for Audio-Visual material (PEMAT-A/V) and the Suitability Assessment of Materials (SAM) scale. Results: Eleven videos were developed from five main topics related to the dietary management of hypertension. Participants agreed that all videos were highly understandable, actionable and suitable for use as educational tools, with scores of more than 85%, 89% and 80%, respectively. Conclusion/Implications: Overall, the newly developed videos gained high scores for understandability, actionability and suitability. This finding reflects positive acceptance of the videos among various healthcare professionals and patients with hypertension.

Review of Student Opinions on Blended Educational Implementations in the Pandemic Process: A Case Study

The study has aimed to examine student views and experiences related to distance education, flipped classroom, distance flipped classroom, and face-to-face learning activities carried out over the semester. In this context, student opinions regarding mixed educational experiences in four courses planned and carried out over a semester were examined according to the blended education practices implemented by the Council of Higher Education with the fall semester of 2021-2022. In the research planned as a case study, 42 students who studied in the first year of the vocational school computer programming associate program formed the working group. The opinion survey developed by the researcher was used. Content analysis and descriptive statistics were used in the analysis of the obtained data. As a result of the research, it was found that flipped classrooms and distance flipped classrooms are effective applications in students' learning, and pre-class videos are an important resource for students to come prepared for lessons and repeat the course.

Avatars Meet Face-to-Face: Learning Leadership Online--A Thematic Analysis of East-African Perspectives

Within education, the online forum is becoming a preferred mode of study across the globe and the COVID-19 era highlights its importance. Research around online education has concentrated on the USA and Europe, and this study sought to redress the Western bias by exploring and comparing the perceptions of six post-graduate East-African students and lecturers at Pan Africa Christian University in Kenya on learning leadership online versus on-campus. It is debatable whether leaders are born or made, however, post-industrial theories embrace the concept that leadership is teachable. Semi-structured interviews were conducted, recorded, transcribed and thematically analysed, using a top-down approach, from a critical realist perspective. The results show that participants' leadership ideals synthesised Afrocentric perspectives of communality, with Western ideals of transformational and servant leadership. Furthermore, there are differences between perceptions of East-African students and lecturers on online leadership learning. Students preferred the online avatar experience, whilst lecturers preferred on-campus or blended methods of leadership studies. Face-to-face connection was deemed important by students and lecturers but impeded by the inability to see facial reactions using the current online platform. This exploratory study gives insight into an East-African experience and sends a clear message to Kenyan institutions to invest further in video technology. Future research could include a longitudinal study of destinations and successes of Kenyan University online leadership alumni. The impact of the global coronavirus pandemic, with lockdowns and social distancing, further underlines the importance of ongoing online leadership research and education across the world.

Studies on Social and Education Sciences 2021

Studies in the fields of education and social sciences have always been important in terms of their impacts on society. These studies have gained even more importance during the COVID-19 pandemic process. The impact of the pandemic period on children, schools and society has been demonstrated through such studies. This book also includes studies conducted during the pandemic period. The studies in this book contribute to the fields of education and social sciences by different research methods, participants, and contexts and add a global perspective to these fields. The book is divided into two sections related to studies on social sciences and education sciences. Each section includes four chapters. The chapter's contributors are from the following countries: the United States, Turkey, China, Indonesia, Russia, Rwanda, and Malaysia.

Dove sta di casa la scuola?

This work presents 'Dove sta di casa la scuola', an online course for teachers promoted by the Small School Movement during the COVID-19 emergency. The course aimed to provide alternatives to lecture-based distance learning using the domestic environment as a context for 'low-intensity' digital learning. Such an experience, involving 7000 Italian teachers, allowed the school system to intervene on those pupils at risk of exclusion from distance learning for reasons related to digital divide conditions. Moreover, it was an opportunity to propose alternatives to a distance model focused solely on the provision of content and video lessons. The training experience has fostered the creation of spaces for the active construction of practices that have crossed multiple and heterogeneous disciplines, ranging from math to philosophy.

Teaching Young Emergent Bilinguals Got a Bit More Challenging

The National Association for the Education of Young Children (NAEYC) states that building bridges between home and school benefits students' development. With online teaching, this translates into informal conversations before class starts or at the end of class as a teacher waits for a virtual classroom to fill up or empty out. Much of teaching language learners relies on fostering relationships with students. The ability to build those relationships can be compromised by the challenges of remote learning. When schools were closed due to the COVID-19 pandemic, many teachers were struggling with questions about how to deliver lessons and engage second language learners online. This article highlights one teacher's experiences and offers some advice based on those experiences and the literature.