Educators globally are continually encouraged to use data to inform instructional improvement in schools, yet while there have been many recent innovations in data visualization and data science, educators are rarely included in dashboard co-design. On December 5 and 6, 2019, the Education Data Analytics Collaborative Workshop was held at Teachers…

Fuzzy sets have experienced multiple expansions since their conception to enhance their capacity to convey complex information. Intuitionistic fuzzy sets, image fuzzy sets, q-rung orthopair fuzzy sets, and neutrosophic sets are a few of these extensions. Researchers and academics have acquired a lot of information about their theories and methods…

In the aftermath of the COVID-19 upheaval, special education professionals grapple with a seismic surge in student behavioral issues. The challenges are formidable, and the interventions available often fall short of making a meaningful impact. "Best Practices for Behavior Intervention in Special Education" steps in to assist the urgent…

This volume brings together experts on various aspects of education to address many of the emerging issues and problems that affect how data are being used or misused in educational contexts. Readers will learn about the importance of using data effectively, responsibly, and ethically to fully understand how cognitive fallacies occur and how they…

The continuing importance of data analytics is not lost on higher education leaders, who face a multitude of challenges, including increasing operating costs, dwindling state support, limits to tuition increases, and increased competition from the for-profit sector. To navigate these challenges, savvy leaders must leverage data to make sound…

eLearning has entered the mainstream of higher education as an agent of strategic change. This transformation requires eLearning leaders to develop the skills to innovate successfully at a time of heightened competition and rapid technological change. In this environment eLearning leaders must act within their institutions as much more than…

Bayesian statistical methods have become more feasible to implement with advances in computing but are not commonly used in educational research. In contrast to frequentist approaches that take hypotheses (and the associated parameters) as fixed, Bayesian methods take data as fixed and hypotheses as random. This difference means that Bayesian…

The Big Data movement and the renewed focus on data analytics are transforming everything from healthcare delivery systems to the way cities deliver services to residents. Now is the time to examine how this Big Data could help build smarter universities. While much of the cutting-edge research that is being done with Big Data is happening at…

"The Leading Edge of Early Childhood Education" aims to support the effort to simultaneously scale up and improve the quality of early childhood education by bringing together relevant insights from emerging research to provide guidance for this critical, fledgling field. It reflects the growing recognition that early childhood…

This book aims to capture the current innovation and emerging trends of digital technologies for learning and education in k-12 sector through a number of invited chapters in key research areas. Emerging Patterns of innovative instruction in different context, Learning design for digital natives, Digital learning resources for personalized…

In a context where schools are held more and more accountable for the education they provide, data-based decision making has become increasingly important. This book brings together scholars from several countries to examine data-based decision making. Data-based decision making in this book refers to making decisions based on a broad range of…

"Professional School Counseling" is a comprehensive, single source for information about the critical issues facing school counselors today. This third edition of the Handbook integrates and expands on the changes brought about by the ASCA National Model. Revisions to each chapter reflect the influence of the model. Several new chapters…

"Learning from the Experts" offers an intimate look at the ways education policies collide with everyday classroom practices and illustrates how thoughtful, solutions-oriented and results-driven teachers are reframing debates in education today. Early career teachers now make up a "new majority" (52 percent) of the workforce.…

The "Handbook on Innovations in Learning" focuses on innovations--both methodological and technological--in teaching and learning that promise to surpass standard practice in achieving learning outcomes for students. The experts who have written chapters in this Handbook first identify the underlying principles of learning and then…

Offering key concepts about how the informed use of data can translate into highly effective school leadership, this seventh volume in "The Soul of Educational Leadership" series demonstrates how educational leaders can apply data strategically to strengthen school leadership and significantly improve professional learning, students' learning…