In Statistics for Social Justice: A Structural Perspective, van de Sande and Byvelds argue that social work research, including statistics, should be taught from a structural perspective and should follow anti-oppressive principles, which view the problems experienced by people as rooted in the social, political and economic structures of society.

Mathematics for Social Justice offers a collection of resources for mathematics faculty interested in incorporating questions of social justice into their classrooms. The book begins with a series of essays from instructors experienced in integrating social justice themes into their pedagogy; these essays contain political and pedagogical motivations as well as nuts-and-bolts teaching advice. The heart of the book is a collection of fourteen classroom-tested modules featuring ready-to-use activities and investigations for the college mathematics classroom. The mathematical tools and techniques used are relevant to a wide variety of courses including college algebra, math for the liberal arts, calculus, differential equations, discrete mathematics, geometry, financial mathematics, and combinatorics. The social justice themes include human trafficking, income inequality, environmental justice, gerrymandering, voting methods, and access to education. The volume editors are leaders of the national movement to include social justice material into mathematics teaching. Gizem Karaali is Associate Professor of Mathematics at Pomona College. She is one of the founding editors of The Journal of Humanistic Mathematics, and an associate editor for The Mathematical Intelligencer and Numeracy ; she also serves on the editorial board of the MAA's Carus Mathematical Monographs. Lily Khadjavi is Associate Professor of Mathematics at Loyola Marymount University and is a past co-chair of the Infinite Possibilities Conference. She has served on the boards of Building Diversity in Science, the Barbara Jordan-Bayard Rustin Coalition, and the Harvard Gender and Sexuality Caucus.

The issue of social justice has been brought to the forefront of society within recent years, and educational institutions have become an integral part of this critical conversation. Classroom settings are expected to take part in the promotion of inclusive practices and the development of culturally proficient environments that provide equal and effective education for all students regardless of race, gender, socio-economic status, and disability, as well as from all walks of life. The scope of these practices finds itself rooted in curriculum, teacher preparation, teaching practices, and pedagogy in all educational environments. Diversity within school administrations, teachers, and students has led to the need for socially just practices to become the norm for the progression and advancement of education worldwide. In a modern society that is fighting for the equal treatment of all individuals, the classroom must be a topic of discussion as it stands as a root of the problem and can be a major step in the right direction moving forward. Research Anthology on Instilling Social Justice in the Classroom is a comprehensive reference source that provides an overview of social justice and its role in education ranging from concepts and theories for inclusivity, tools, and technologies for teaching diverse students, and the implications of having culturally competent and diverse classrooms. The chapters dive deeper into the curriculum choices, teaching theories, and student experience as teachers strive to instill social justice learning methods within their classrooms. These topics span a wide range of subjects from STEM to language arts, and within all types of climates: PK-12, higher education, online or in-person instruction, and classrooms across the globe. This book is ideal for in-service and preservice teachers, administrators, social justice researchers, practitioners, stakeholders, researchers, academicians, and students interested in how social justice is currently being implemented in all aspects of education.

Understanding statistical concepts is essential for social work professionals. It is key to understanding research and reaching evidence-based decisions in your own practice—but that is only the beginning. If you understand statistics, you can determine the best interventions for your clients. You can use new tools to monitor and evaluate the progress of your client or team. You can recognize biased systems masked by complex models and the appearance of scientific neutrality. For social workers, statistics are not just math, they are a critical practice tool. This concise and approachable introduction to statistics limits its coverage to the concepts most relevant to social workers. Statistics in Social Work guides students through concepts and procedures from descriptive statistics and correlation to hypothesis testing and inferential statistics. Besides presenting key concepts, it focuses on real-world examples that students will encounter in a social work practice. Using concrete illustrations from a variety of potential concentrations and populations, Amy Batchelor creates clear connections between theory and practice—and demonstrates the important contributions statistics can make to evidence-based and rigorous social work practice.

Despite the growing urgency for Critical Race Theory (CRT) in the field of education, the "how" of this theoretical framework can often be overlooked. This exciting edited collection presents different methods and methodologies, which are used by education researchers to investigate critical issues of racial justice in education from a CRT perspective. Featuring scholars from a range of disciplines, the chapters showcase how various researchers synthesize different methods—including qualitative, quantitative and mixed methods, and historical and archival research—with CRT to explore issues of equity and access in the field of education. Scholars discuss their current research approaches using CRT and present new models of conducting research within a CRT framework, offering a valuable contribution to ongoing methodological debates. Researchers across different levels of expertise will find the articulations of CRT and methods insightful and compelling.

Statistics for Criminal Justice and Criminology in Practice and Research—by Jack Fitzgerald and Jerry Fitzgerald—is an engaging and comprehensive introduction to the study of basic statistics for students pursuing careers as practitioners or researchers in both Criminal Justice and Criminology programs. This student-friendly text shows how to calculate a variety of descriptive and inferential statistics, recognize which statistics are appropriate for particular data analysis situations, and perform hypothesis tests using inferential statistics. But it is much more than a "cook book." It encourages readers to think critically about the strengths and limitations of the statistics they are calculating, as well as how they may be misapplied and misleading. Examples of statistics and statistical analyses are drawn from the worlds of the practitioner as well as the policymaker and researcher. Students will also gain a clear understanding of major ethical issues in conducting statistical analyses and reporting results, as well as insight into the realities of the life of researchers and practitioners as they use statistics and statistical analyses in their day-to-day activities.

Empower students to be the change—join the teaching mathematics for social justice movement! We live in an era in which students have —through various media and their lived experiences— a more visceral experience of social, economic, and environmental injustices. However, when people think of social justice, mathematics is rarely the first thing that comes to mind. Through model lessons developed by over 30 diverse contributors, this book brings seemingly abstract high school mathematics content to life by connecting it to the issues students see and want to change in the world. Along with expert guidance from the lead authors, the lessons in this book explain how to teach mathematics for self- and community-empowerment. It walks teachers step-by-step through the process of using mathematics—across all high school content domains—as a tool to explore, understand, and respond to issues of social injustice including: environmental injustice; wealth inequality; food insecurity; and gender, LGBTQ, and racial discrimination. This book features: Content cross-referenced by mathematical concept and social issues Downloadable instructional materials for student use User-friendly and logical interior design for daily use Guidance for designing and implementing social justice lessons driven by your own students’ unique passions and challenges Timelier than ever, teaching mathematics through the lens of social justice will connect content to students’ daily lives, fortify their mathematical understanding, and expose them to issues that will make them responsive citizens and leaders in the future.