Equity In Data PDF Download
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Author | : Shane Safir |
Publisher | : Corwin |
Total Pages | : 281 |
Release | : 2021-02-12 |
Genre | : Education |
ISBN | : 1071812661 |
Download Street Data Book in PDF, ePub and Kindle
Radically reimagine our ways of being, learning, and doing Education can be transformed if we eradicate our fixation on big data like standardized test scores as the supreme measure of equity and learning. Instead of the focus being on "fixing" and "filling" academic gaps, we must envision and rebuild the system from the student up—with classrooms, schools and systems built around students’ brilliance, cultural wealth, and intellectual potential. Street data reminds us that what is measurable is not the same as what is valuable and that data can be humanizing, liberatory and healing. By breaking down street data fundamentals: what it is, how to gather it, and how it can complement other forms of data to guide a school or district’s equity journey, Safir and Dugan offer an actionable framework for school transformation. Written for educators and policymakers, this book · Offers fresh ideas and innovative tools to apply immediately · Provides an asset-based model to help educators look for what’s right in our students and communities instead of seeking what’s wrong · Explores a different application of data, from its capacity to help us diagnose root causes of inequity, to its potential to transform learning, and its power to reshape adult culture Now is the time to take an antiracist stance, interrogate our assumptions about knowledge, measurement, and what really matters when it comes to educating young people.
Author | : Ruth S. Johnson |
Publisher | : Corwin Press |
Total Pages | : 337 |
Release | : 2002-06-25 |
Genre | : Education |
ISBN | : 1483362833 |
Download Using Data to Close the Achievement Gap Book in PDF, ePub and Kindle
This updated edition of Setting Our Sights outlines the five stages for equity reform while clearly explaining research findings and offering practical tools and examples.
Author | : Edward Fergus |
Publisher | : Corwin Press |
Total Pages | : 265 |
Release | : 2016-10-28 |
Genre | : Education |
ISBN | : 1506343376 |
Download Solving Disproportionality and Achieving Equity Book in PDF, ePub and Kindle
When the numbers don’t lie, this is your guide to doing what’s right If your school is faced with a disproportionate rate of suspensions, gifted program enrollment, or special education referrals for students of color, this book shows how you can uncover the root causes and rally your staff to face the challenge head on. You will: Understand how bias creates barriers to the success of students of color Know what questions to ask and what data to analyze Create your own road map for becoming an equity-driven school, with staff activities, data collection forms, checklists, and progress monitoring tools
Author | : Adam Wagstaff |
Publisher | : World Bank Publications |
Total Pages | : 234 |
Release | : 2007-11-02 |
Genre | : Medical |
ISBN | : 0821369342 |
Download Analyzing Health Equity Using Household Survey Data Book in PDF, ePub and Kindle
Have gaps in health outcomes between the poor and better off grown? Are they larger in one country than another? Are health sector subsidies more equally distributed in some countries than others? Are health care payments more progressive in one health care financing system than another? What are catastrophic payments and how can they be measured? How far do health care payments impoverish households? Answering questions such as these requires quantitative analysis. This in turn depends on a clear understanding of how to measure key variables in the analysis, such as health outcomes, health expenditures, need, and living standards. It also requires set quantitative methods for measuring inequality and inequity, progressivity, catastrophic expenditures, poverty impact, and so on. This book provides an overview of the key issues that arise in the measurement of health variables and living standards, outlines and explains essential tools and methods for distributional analysis, and, using worked examples, shows how these tools and methods can be applied in the health sector. The book seeks to provide the reader with both a solid grasp of the principles underpinning distributional analysis, while at the same time offering hands-on guidance on how to move from principles to practice.
Author | : Tia Brown McNair |
Publisher | : John Wiley & Sons |
Total Pages | : 160 |
Release | : 2020-01-22 |
Genre | : Education |
ISBN | : 1119237912 |
Download From Equity Talk to Equity Walk Book in PDF, ePub and Kindle
A practical guide for achieving equitable outcomes From Equity Talk to Equity Walk offers practical guidance on the design and application of campus change strategies for achieving equitable outcomes. Drawing from campus-based research projects sponsored by the Association of American Colleges and Universities and the Center for Urban Education at the University of Southern California, this invaluable resource provides real-world steps that reinforce primary elements for examining equity in student achievement, while challenging educators to specifically focus on racial equity as a critical lens for institutional and systemic change. Colleges and universities have placed greater emphasis on education equity in recent years. Acknowledging the changing realities and increasing demands placed on contemporary postsecondary education, this book meets educators where they are and offers an effective design framework for what it means to move beyond equity being a buzzword in higher education. Central concepts and key points are illustrated through campus examples. This indispensable guide presents academic administrators and staff with advice on building an equity-minded campus culture, aligning strategic priorities and institutional missions to advance equity, understanding equity-minded data analysis, developing campus strategies for making excellence inclusive, and moving from a first-generation equity educator to an equity-minded practitioner. From Equity Talk to Equity Walk: A Guide for Campus-Based Leadership and Practice is a vital wealth of information for college and university presidents and provosts, academic and student affairs professionals, faculty, and practitioners who seek to dismantle institutional barriers that stand in the way of achieving equity, specifically racial equity to achieve equitable outcomes in higher education.
Author | : Sharon I. Radd |
Publisher | : ASCD |
Total Pages | : 263 |
Release | : 2021-02-08 |
Genre | : Education |
ISBN | : 1416629769 |
Download Five Practices for Equity-Focused School Leadership Book in PDF, ePub and Kindle
This timely and essential book provides a comprehensive guide for school leaders who desire to engage their school communities in transformative systemic change. Sharon I. Radd, Gretchen Givens Generett, Mark Anthony Gooden, and George Theoharis offer five practices to increase educational equity and eliminate marginalization based on race, disability, socioeconomics, language, gender and sexual identity, and religion. For each dimension of diversity, the authors provide background information for understanding the current realities in schools and beyond, and they suggest "disruptive practices" to replace the status quo in order to achieve full inclusion and educational excellence for every child. Assuming that leadership to create equity is a unique practice, the book offers * Clear explanations of foundational terms and concepts, such as equity, systemic inequity, paradigms and cognitive dissonance, and privilege; * Specific recommendations for how to build support and sustainability by engaging colleagues and other stakeholders in constructive dialogues with multiple perspectives; * Detailed descriptions of routines and roles for building effective equity-leadership teams; * Guidelines and tools for performing an equity audit, including environmental scans; * A change framework to skillfully transform your system; and * Reflection activities for self-discovery, understanding, and personal and professional growth. A call to action that is both passionate and practical, Five Practices for Equity-Focused School Leadership is an indispensable roadmap for educators undertaking the journey toward an education system that acknowledges and advances the worth and potential of all students.
Author | : Liz Atkins |
Publisher | : Bloomsbury Publishing |
Total Pages | : 352 |
Release | : 2019-02-21 |
Genre | : Education |
ISBN | : 1350015474 |
Download Research Methods for Social Justice and Equity in Education Book in PDF, ePub and Kindle
Research Methods for Social Justice and Equity in Education offers researchers a full understanding of very important concepts, showing how they can be used a means to develop practical strategies for undertaking research that makes a difference to the lives of marginalised and disadvantaged learners. It explores different conceptualisations of social justice and equity, and leads the reader through a discussion of what their implications are for undertaking educational research that is both moral and ethical and how it can be enacted in the context of their chosen research method and a variety of others, both well-known and more innovative. The authors draw on real, practical examples from a range of educational contexts, including early childhood, special and inclusive education and adult education, and cultures located in both western and developing nations in order to exemplify how researchers can use methods which contribute to the creation of more equitable education systems. In this way, the authors provide a global perspective of the contrasting and creative ways in which researchers reflect on and integrate principles of social justice in their methods and their methodological decision making. It encourages the reader to think critically about their own research by asking key questions, such as: what contribution can research for equity and social justice make to new and emerging methods and methodologies? And how can researchers implement socially just research methods from a position of power? This book concludes by proposing a range of methods and methodologies which researchers can use to challenge inequality and work towards social justice, offering a springboard from which they can further their own studies.
Author | : John Fantuzzo |
Publisher | : Springer |
Total Pages | : 196 |
Release | : 2015-11-04 |
Genre | : Political Science |
ISBN | : 1137475110 |
Download Actionable Intelligence Book in PDF, ePub and Kindle
Multifaceted social problems like disaster relief, homelessness, health care, and academic achievement gaps cannot be adequately addressed with isolated and disconnected public service agencies. The Actionable Intelligence for Social Policy model addresses the limitations to traditional approaches to American public administration.
Author | : Rachel Roegman |
Publisher | : Corwin Press |
Total Pages | : 163 |
Release | : 2019-08-07 |
Genre | : Education |
ISBN | : 1544338155 |
Download Equity Visits Book in PDF, ePub and Kindle
Because equity and instruction are inextricably bound Why are equity visits such a critical first step to increasing opportunity and access for our under-served students? Because they take instructional rounds to a new level, providing a powerful lens for investigating the intersections of equity and instruction. After all, how can we possibly deliver equitable learning experiences, opportunities, and outcomes for our students, without first pinpointing problems of practice? That’s where Equity Visits will prove absolutely indispensable to district and school administrators. It details how to combine a strong focus on instruction with explicit, intentional efforts to address systemic inequities. Inside you’ll find A range of data collection activities and tools to target central issues of equity in your school Clear guidelines on how to investigate the ways instructional practices, structures, and beliefs lead to inequitable educational experiences—and how these are often masked in the day-to-day life of schools and districts A frank discussion of how to make race and racism an explicit part of investigating and addressing educational inequities Voices of school and district leaders who have taken crucial first steps to become "equity warriors" Recommendations on how to develop policies, initiatives, and practices to confront those inequities Few dispute that instructional improvement must be a central focus of educational leadership, but for too long achieving educational equity has been absent from the conversation. Here is your opportunity to ensure equity occupy a central spot in data collection and analysis, and be explicitly discussed at all levels of your school or district organization. In short, essential reading and doing for all administrators!
Author | : Catherine D'Ignazio |
Publisher | : MIT Press |
Total Pages | : 328 |
Release | : 2023-10-03 |
Genre | : Social Science |
ISBN | : 026254718X |
Download Data Feminism Book in PDF, ePub and Kindle
A new way of thinking about data science and data ethics that is informed by the ideas of intersectional feminism. Today, data science is a form of power. It has been used to expose injustice, improve health outcomes, and topple governments. But it has also been used to discriminate, police, and surveil. This potential for good, on the one hand, and harm, on the other, makes it essential to ask: Data science by whom? Data science for whom? Data science with whose interests in mind? The narratives around big data and data science are overwhelmingly white, male, and techno-heroic. In Data Feminism, Catherine D'Ignazio and Lauren Klein present a new way of thinking about data science and data ethics—one that is informed by intersectional feminist thought. Illustrating data feminism in action, D'Ignazio and Klein show how challenges to the male/female binary can help challenge other hierarchical (and empirically wrong) classification systems. They explain how, for example, an understanding of emotion can expand our ideas about effective data visualization, and how the concept of invisible labor can expose the significant human efforts required by our automated systems. And they show why the data never, ever “speak for themselves.” Data Feminism offers strategies for data scientists seeking to learn how feminism can help them work toward justice, and for feminists who want to focus their efforts on the growing field of data science. But Data Feminism is about much more than gender. It is about power, about who has it and who doesn't, and about how those differentials of power can be challenged and changed.