The field of education is in constant flux as new theories and practices emerge to engage students and improve the learning experience. Research advances help to make these improvements happen and are essential to the continued improvement of education. The Handbook of Research on Applied Learning Theory and Design in Modern Education provides international perspectives from education professors and researchers, cyberneticists, psychologists, and instructional designers on the processes and mechanisms of the global learning environment. Highlighting a compendium of trends, strategies, methodologies, technologies, and models of applied learning theory and design, this publication is well-suited to meet the research and practical needs of academics, researchers, teachers, and graduate students as well as curriculum and instructional design professionals.
As technology and technological advancements become a more prevalent and essential aspect of daily and business life, educational institutions must keep pace in order to maintain relevance and retain their ability to adequately prepare students for their lives beyond education. Such institutions and their leaders are seeking relevant strategies for the implementation and effective use of new and upcoming technologies and leadership strategies to best serve students and educators within educational settings. As traditional education methods become more outdated, strategies to supplement and bolster them through technology and effective management become essential to the success of institutions and programs. The Handbook of Research on Modern Educational Technologies, Applications, and Management is an all-encompassing two-volume scholarly reference comprised of 58 original and previously unpublished research articles that provide cutting-edge, multidisciplinary research and expert insights on advancing technologies used in educational settings as well as current strategies for administrative and leadership roles in education. Covering a wide range of topics including but not limited to community engagement, educational games, data management, and mobile learning, this publication provides insights into technological advancements with educational applications and examines forthcoming implementation strategies. These strategies are ideal for teachers, instructional designers, curriculum developers, educational software developers, and information technology specialists looking to promote effective learning in the classroom through cutting-edge learning technologies, new learning theories, and successful leadership tactics. Administrators, educational leaders, educational policymakers, and other education professionals will also benefit from this publication by utilizing the extensive research on managing educational institutions and providing valuable training and professional development initiatives as well as implementing the latest administrative technologies. Additionally, academicians, researchers, and students in areas that include but are not limited to educational technology, academic leadership, mentorship, learning environments, and educational support systems will benefit from the extensive research compiled within this publication.
With an evolutionary advancement of Machine Learning (ML) algorithms, a rapid increase of data volumes and a significant improvement of computation powers, machine learning becomes hot in different applications. However, because of the nature of “black-box” in ML methods, ML still needs to be interpreted to link human and machine learning for transparency and user acceptance of delivered solutions. This edited book addresses such links from the perspectives of visualisation, explanation, trustworthiness and transparency. The book establishes the link between human and machine learning by exploring transparency in machine learning, visual explanation of ML processes, algorithmic explanation of ML models, human cognitive responses in ML-based decision making, human evaluation of machine learning and domain knowledge in transparent ML applications. This is the first book of its kind to systematically understand the current active research activities and outcomes related to human and machine learning. The book will not only inspire researchers to passionately develop new algorithms incorporating human for human-centred ML algorithms, resulting in the overall advancement of ML, but also help ML practitioners proactively use ML outputs for informative and trustworthy decision making. This book is intended for researchers and practitioners involved with machine learning and its applications. The book will especially benefit researchers in areas like artificial intelligence, decision support systems and human-computer interaction.
The implementation of the Common Core State Standards program has spearheaded many changes within the education field. As this initiative is ultimately designed to optimize student performance and success, it is critical that teacher education programs and technological tools being utilized in classrooms align with Common Core State Standards. Advancing Next-Generation Elementary Teacher Education through Digital Tools and Applications examines the impact of Common Core State Standards on teaching and learning within elementary classrooms. Focusing on the influence that Common Core has on teacher education programs and how the implementation of educational technologies is continuously changing the field, this book is ideally suited for teacher educators, researchers, administrators, classroom teachers, policy makers, and technology support personnel.
This book discusses how Big Data could be implemented in educational settings and research, using empirical data and suggesting both best practices and areas in which to invest future research and development. It also explores: 1) the use of learning analytics to improve learning and teaching; 2) the opportunities and challenges of learning analytics in education. As Big Data becomes a common part of the fabric of our world, education and research are challenged to use this data to improve educational and research systems, and also are tasked with teaching coming generations to deal with Big Data both effectively and ethically. The Big Data era is changing the data landscape for statistical analysis, the ways in which data is captured and presented, and the necessary level of statistical literacy to analyse and interpret data for future decision making. The advent of Big Data accentuates the need to enable citizens to develop statistical skills, thinking and reasoning needed for representing, integrating and exploring complex information. This book offers guidance to researchers who are seeking suitable topics to explore. It presents research into the skills needed by data practitioners (data analysts, data managers, statisticians, and data consumers, academics), and provides insights into the statistical skills, thinking and reasoning needed by educators and researchers in the future to work with Big Data. This book serves as a concise reference for policymakers, who must make critical decisions regarding funding and applications.
Metacognition plays an important role in numerous aspects of higher educational learning strategies. When properly integrated in the educational system, schools are better equipped to build more efficient and successful learning strategies for students in higher education. Metacognition and Successful Learning Strategies in Higher Education is a detailed resource of scholarly perspectives that discusses current trends in learning assessments. Featuring extensive coverage on topics such as spiritual intelligence strategies, literacy development, and ubiquitous learning, this is an ideal reference source for academicians, graduate students, practitioners, and researchers who want to improve their learning strategies using metacognition studies.
For more than two decades, the concept of student engagement has grown from simple attention in class to a construct comprised of cognitive, emotional, and behavioral components that embody and further develop motivation for learning. Similarly, the goals of student engagement have evolved from dropout prevention to improved outcomes for lifelong learning. This robust expansion has led to numerous lines of research across disciplines and are brought together clearly and comprehensively in the Handbook of Research on Student Engagement. The Handbook guides readers through the field’s rich history, sorts out its component constructs, and identifies knowledge gaps to be filled by future research. Grounding data in real-world learning situations, contributors analyze indicators and facilitators of student engagement, link engagement to motivation, and gauge the impact of family, peers, and teachers on engagement in elementary and secondary grades. Findings on the effectiveness of classroom interventions are discussed in detail. And because assessing engagement is still a relatively new endeavor, chapters on measurement methods and issues round out this important resource. Topical areas addressed in the Handbook include: Engagement across developmental stages. Self-efficacy in the engaged learner. Parental and social influences on engagement and achievement motivation. The engaging nature of teaching for competency development. The relationship between engagement and high-risk behavior in adolescents. Comparing methods for measuring student engagement. An essential guide to the expanding knowledge base, the Handbook of Research on Student Engagement serves as a valuable resource for researchers, scientist-practitioners, and graduate students in such varied fields as clinical child and school psychology, educational psychology, public health, teaching and teacher education, social work, and educational policy.
Academic classrooms in both K-12 and higher education feature diverse students with many different backgrounds, personalities, and attitudes toward learning. A large challenge in education is not only catering to each of these students to motivate them to learn, but also the many strategies in handling diverse forms of academic misconduct. It is essential for educators and administrators to be knowledgeable not only about disciplinary actions, but also intervention methods that will create a lasting impact for student success. The Research Anthology on Interventions in Student Behavior and Misconduct provides the best practices, strategies, challenges, and interventions for managing student behavior and misconduct. It discusses intervention and disciplinary methods both at the classroom and administrative levels. This book focuses on the prevention of school violence and academic misconduct in order to promote successful learning. Covering topics such as learning behavior, student empowerment, and social-emotional learning, this major reference work is an essential resource for school counselors, faculty and administration of both K-12 and higher education, libraries, pre-service teachers, child psychologists, student advocacy organizations, researchers, and academicians.
This landmark volume provides a broad-based, comprehensive, state-of-the-art overview of current knowledge and research into second language teaching and learning. All authors are leading authorities in their areas of expertise. The chapters, all completely new for Volume 2, are organized in eight thematic sections: Social Contexts in Research on Second Language Teaching and Learning Second Language Research Methods Second Language Research and Applied Linguistics Research in Second Language Processes and Development Methods and Instruction in Second Language Teaching Second Language Assessment Ideology, Identity, Culture, and Critical Pedagogy in Second Language Teaching and Learning Language Planning and Policy. Changes in Volume 2: captures new and ongoing developments, research, and trends in the field surveys prominent areas of research that were not covered in Volume 1 includes new authors from Asia, Australia, Europe, and North America to broaden the Handbook’s international scope. Volume 2 is an essential resource for researchers, faculty, teachers, and students in MA-TESL and applied linguistics programs, as well as curriculum and material developers.
When asked what inclusion means, most people immediately think about relatedness: being accepted by a group or having the opportunity to belong. However, there are multiple needs for inclusivity that one goes in search of including self-integrity. If any stimuli threatens this integrity, a person may struggle to recover it, even if the price is to become the best gang leader, to follow the principle that it is better to be the leader of the dunces than to have the reputation of a “good for nothing.” Individuals may suffer from unrecognition and thus avoid a situation in which they would be perceived as incompetent, especially when their potential has been previously ignored. This pain has often been accompanied by verbal aggression, violence, delinquency, or other criminal activities because of the need to show, at any cost, that they are skilled somewhere, even if it is a socially depreciated area. This theory has shown itself in school violence and students who partake in bullying, criminal acts, and delinquency. But giving individuals the opportunity to develop and display their competence keeps them related to pro-social behavior instead of pushing them to excel in anti-social settings. Decreasing School Violence, Bullying, and Delinquency With Epistemic Inclusion identifies which factors lead to prosocial behavior, why people start to behave antisocially, and how simple actions can change others’ visions and goals in both positive and negative ways. This book employs the theory of epistemic inclusion in educational settings and how to increase it. Divided into four sections, this book covers the importance of finding a solution for violence, bullying, and delinquency; what epistemic inclusion is; how schools can make epistemic inclusion work; and implementing procedures. This book is a valuable reference tool for in-service and preservice teachers, administrators, psychologists, therapists, counselors, practitioners, researchers, academicians, and students interested in how the theory of epistemic inclusion can be implemented in educational settings.
