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This chapter explores Generation Z's perceptions of learning. Learning can be viewed from three distinct lenses: effectiveness, enjoyment, and engagement of various modalities. Modalities include demonstrated (watch in person), video-based (watch online), intrapersonal (independent), interpersonal (in collaboration with others), social (among others but not working together), and experiential (doing). Effectiveness involves the extent that a certain modality is effective for learning. Enjoyment is reflective of preference and satisfaction with different modalities. Finally, engagement is the actual utilization of specific modalities.

Much enthusiasm exists for using video in teacher education and professional development. As this volume attests to, video-based resources are being used in a variety of teacher-learning contexts. Many educators are discussing their use of video; however, a problem receiving less attention is what it takes to design usable video-based curriculum for teacher learning. This chapter addresses a specific problem faced in using video as a tool for teacher professional development. The problem that is often overlooked is that video in of itself is not a curriculum. We cannot consider video a curriculum perhaps anymore than we can consider a whiteboard and markers a curriculum. Video is rather a medium which can be developed into a resource and used in specific ways to enhance learning. Video can become a part of a curriculum for learning if it is designed to be used in intentional ways towards intentional learning goals. The question then is – what does it take to actually assemble a usable video-based curriculum for teacher learning? Answering this question demands consideration of what and how teachers are intended to learn with this curriculum, and what opportunities the medium of video affords.

This critical analysis investigates 23 studies on the use of video in pre-service literacy teacher preparation to gain a better understanding of the potential of video-based pedagogy for supporting pre-service teachers’ development of the complex set of knowledge, skills, and dispositions needed for teaching literacy in today’s classrooms.

This study extends what has been learned from prior reviews to investigate research focused on the use of video in pre-service literacy teacher preparation with particular attention paid to the extent to which pre-service teachers’ work with video helps them examine literacy teaching and learning in relation to race, language, culture, and power.

Working with video has strong potential for engaging pre-service teachers in reflecting on their own teaching, deepening their understanding of the challenges of engaging in literacy practices, fostering expertise in systematically describing, reflecting on, and analyzing their teaching, providing multiple perspectives on instruction, analyzing and assessing student growth, and discussing developmentally appropriate instruction. Results were mixed regarding changing teachers’ knowledge and beliefs. Overall, the tasks pre-service teachers completed did not explicitly guide them to focus on the relationship between characteristics of the diverse learners featured in the videos and issues of teaching and learning.

Literacy teacher educators could do more to take advantage of the affordances of using video to work more explicitly toward goals of helping pre-service teachers develop a critical consciousness, an inquiring stance, and a sense of agency, along with examining teaching practices that represent culturally responsive teaching. Pre-service teachers need explicit guidance in what to observe for and more focused discussion regarding their developing knowledge and beliefs about student diversity.

Tertiary teaching in Australia, as elsewhere, now incorporates a wide array of learning resources delivered across different modes to support student learning. Since the late 1990s, the sector has seen a rapid increase in use of materials that can be delivered online; however, not all students benefit, with static or falling participation rates among vulnerable student groups. This chapter describes the development and implementation of the federally funded Structural Adjustment Fund Flexibility, Innovation, Retention, Engagement (SAFFIRE) initiative to use new technologies to provide choice, flexibility, access, and support for students through a revamped curriculum in a medium-sized Australian university. SAFFIRE provided an opportunity to explore the introduction of flexible resources in tertiary teaching, including understanding the drivers, barriers, supports, and key factors in successful deployment of the changes. Within this context, the authors present a case study examining the effectiveness of course content delivery via video in an undergraduate psychology statistics course. The efficacy of video-based learning in the course was assessed through access rates, feedback, and performance, revealing strong evidence for the inclusion of video aids to improve student performance and satisfaction. The interpretation of the case study is embedded in the wider context of the process of deploying flexible online delivery within tertiary education.

My original intention in writing this discussion chapter was to conduct a fine-grained comparison and contrast of what the contributors had to say about several aspects of making and using video in teacher education. However, my initial notes indicated that I would have nothing different and not much more to say than Ladewski (1996) already said in her comparison of four video-based teacher education programs. Furthermore, continued study of the chapters underscored the fact that seeming disagreements were mostly reflections of differences in the authors’ target learners and program goals, not actual disagreements about what or how video should be used.

This chapter introduces the efforts in the field of teacher education in the Czech Republic that focus on developing preservice teachers’ professional vision using a video-based e-learning environment – VideoWeb. First, the current developments in the field of education in the Czech Republic are presented. Next, preservice teacher education in the Czech Republic is briefly summed up. Drawing on this and on the description of the local context, the rationale for the approach is addressed – both the theoretical and the practical considerations. VideoWeb is an e-learning environment that uses video cases integrated into thematic modules in order to improve preservice teachers’ professional vision and help them orient themselves in the complexity of classroom situations. The implementation of VideoWeb was accompanied by research focusing on student teachers’ acceptance and evaluation of VideoWeb, on the benefits of working with VideoWeb they perceived, and also on the actual changes in their professional vision. The findings are briefly introduced. The chapter closes with a discussion of the assets and drawbacks of using VideoWeb in the way it is being implemented at the moment, what changes to our practices might be beneficial, and where our efforts might aim in the future.

Need: The previous suggestion assists with administrative methodology. The contribution explores customer understandings in different industry and transaction texts. They include online education, video marketing, and entertainment analytics. The communication needs to be detailed to improve the system.

Purpose: The suggestion aims to improve the previous contribution by enhancing the user experience. The study increases the usage of video content. The recommendation brings better business to the video host.

Methodology: The work includes the machine learning algorithm to understand the user and improve the client’s experience. The recommendation uses the Apriori algorithm to map various attributes of the trainer and learners. The suggested work has three features. It focusses on video possessions, educator feelings, physical characteristics, and visible aesthetic characteristics. The study considers 1,200 different samples.

Findings: The work simulates using python. It improves efficiency by 29.5% compared to previous work.

Practical Implications: Machine learning has pitched in to understand diverse customers’ behaviour. Various features affecting the behaviour are collected and analysed by the system. The study intends to find an appropriate mapping between the attributes of the user and educator.

This chapter explores how preservice teachers can use videos via social media to organize their ideas and enhance their understanding of content and pedagogical practices. It exemplifies how teacher development programs must embrace and become more in tune with societal practices and norms.

The methods of data collection for this study consist of participant observation of in-class activities (descriptive field notes reconstructing dialogue and activities), an open-ended questionnaire, and a focus group interview.

Five primary themes were revealed that describe preservice teachers’ scholarly experiences using Pinterest: igniting digital serendipity, Pinterest critic in relation to their thinking, Organizing and nesting knowledge, Picky pinning researcher, and Expert distributor of knowledge.

Teacher educators should consider how participants demonstrated a sense of pride in their scholarly creations and some began displaying modest amounts of expertise and characteristics of leadership within their local community both online and in-person.