Consequential Learning

In Consequential Learning, Jack Shelton speaks out about the disconnect between school systems and the communities around them. Today’s students enter their classrooms from a variety of backgrounds and communities, but their classroom education has relevance only inside school walls. Teachers can no longer view their students lives as beginning and ending with the school day. Shelton's concept of Consequential Learning recognizes that student’s learning takes place both in the classroom and in the community, and therefore suggests the development of pedagogies with ties to both students’ educations and the formation of their personal characters. By encouraging students to use classroom lessons to the benefit of their communities, the students learn critical thinking and judgement. Students become self-aware learners, a core value of Consequential Learning, developed by Shelton through work with the students, teachers, and community members of Alabama’s schools and colleges, as well as communities nation- and world-wide.

The purpose of Transforming Schooling for Second Language Learners: Theoretical Insights, Policies, Pedagogies, and Practices is to bring together educational researchers and practitioners who have implemented, documented, or examined policies, pedagogies, and practices in and out of classrooms and in real and virtual contexts that are in some way transforming what we know about the extent to which emergent bilinguals (EBs) learn and achieve in educational settings. In the following chapters, scholars and researchers identify both (1) the current state of schooling for EBs, from their perspective, and (2) the particular ways that policies, pedagogies, and/or practices transform schooling as it currently exists for EBs in discernible ways based on their scholarship and research. Drawing on current and seminal research in fields including second language acquisition, applied linguistics, sociolinguistics, and educational linguistics, contributing authors draw on complementary theoretical, methodological, and philosophical frameworks that attend to the social, cultural, political, and ideological dimensions of being and becoming bi/multilingual and bi/multiliterate in schools and in the United States. In sum, we are deeply committed to asserting hope, possibility, and potential to discussions and discourses about bi/multilingual students. We value the urgency around improving the conditions, experiences, and circumstances in which they are learning languages and academic content. Our aim is to highlight perspectives, conceptualizations, orientations, and ideologies that disrupt and contest legacies of deficit thinking, linguistic purism, language standardization, and racism and the racialization of ethnolinguistic minorities.

Tinkering with the current educational system from within has not provided a just and equitable education for all children. In this book, acclaimed education theorist Joanne Larson poses basic questions about the nature and purpose of schooling. Proposing that what is needed is a new purpose that is more consistent with contemporary knowledge production processes—one that moves beyond the either/or binary of preparing workers/citizens in a competitive global economy or a democracy, Larson argues that the only real solution is to start over in U.S. education—the purpose of schooling should be to facilitate human learning, meaning making, and knowledge production toward just and equitable education for all. Radical Equality in Education offers a new ontological starting point and a new theoretical framing that would follow from it; articulates theoretical, curricular, pedagogical, and assessment principles that frame a real plan for fundamental change in American education, and presents examples of what these ideas might look like in schools and communities.

This groundbreaking handbook offers a contemporary and thorough review of research relating directly to the preparation, induction, and career long professional learning of K–12 science teachers. Through critical and concise chapters, this volume provides essential insights into science teacher education that range from their learning as individuals to the programs that cultivate their knowledge and practices. Each chapter is a current review of research that depicts the area, and then points to empirically based conclusions or suggestions for science teacher educators or educational researchers. Issues associated with equity are embedded within each chapter. Drawing on the work of over one hundred contributors from across the globe, this handbook has 35 chapters that cover established, emergent, diverse, and pioneering areas of research, including: Research methods and methodologies in science teacher education, including discussions of the purpose of science teacher education research and equitable perspectives; Formal and informal teacher education programs that span from early childhood educators to the complexity of preparation, to the role of informal settings such as museums; Continuous professional learning of science teachers that supports building cultural responsiveness and teacher leadership; Core topics in science teacher education that focus on teacher knowledge, educative curricula, and working with all students; and Emerging areas in science teacher education such as STEM education, global education, and identity development. This comprehensive, in-depth text will be central to the work of science teacher educators, researchers in the field of science education, and all those who work closely with science teachers.

This is an essential book for all those concerned with the field of assessment. It addresses relevant and timely conceptual and practical issues from a research perspective and, based on research results, clearly provides solutions to practical applications at the cutting edge of the emerging area of new modes of assessment. In a clear and rigorous manner, the authors explore new methods and study the various quality aspects of innovative approaches.

The multi-volume set LNAI 12975 until 12979 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2021, which was held during September 13-17, 2021. The conference was originally planned to take place in Bilbao, Spain, but changed to an online event due to the COVID-19 pandemic. The 210 full papers presented in these proceedings were carefully reviewed and selected from a total of 869 submissions. The volumes are organized in topical sections as follows: Research Track: Part I: Online learning; reinforcement learning; time series, streams, and sequence models; transfer and multi-task learning; semi-supervised and few-shot learning; learning algorithms and applications. Part II: Generative models; algorithms and learning theory; graphs and networks; interpretation, explainability, transparency, safety. Part III: Generative models; search and optimization; supervised learning; text mining and natural language processing; image processing, computer vision and visual analytics. Applied Data Science Track: Part IV: Anomaly detection and malware; spatio-temporal data; e-commerce and finance; healthcare and medical applications (including Covid); mobility and transportation. Part V: Automating machine learning, optimization, and feature engineering; machine learning based simulations and knowledge discovery; recommender systems and behavior modeling; natural language processing; remote sensing, image and video processing; social media.

Learning to Teach: Curricular and Pedagogical Considerations for Teacher Preparation introduces the reader to a collection of thoughtful research-based works by the authors. The chapters reflect the personal and professional experiences, based on field-research, of the contributing authors. The research study presented in each chapter offers different perspectives and approaches to ‘learning to teach’. Bridging theory and research in pre-service teacher preparation programs are examined. Each study reflects the findings on how the components and experiences of teacher preparation are addressed in diverse contexts and disciplines as well as the prevalent challenges for pre-service teacher preparation. Chapter One opens the book with a focus on learning to teach and the importance of symmetry in preparation and practice. Chapters Two – Ten present field-based research that examines the important complexities of ‘learning to teach’ in pre-service teacher preparation, acknowledging that across different disciplines the ‘learning to teach’ experiences vary based on the role and responsibilities that teachers have upon entering the classroom to teach.