Street Data

Street Data PDF Author: Shane Safir
Publisher: Corwin
ISBN: 1071812661
Category : Education
Languages : en
Pages : 281

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Book Description
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.

Street Data

Street Data PDF Author: Shane Safir
Publisher: Corwin
ISBN: 1071812661
Category : Education
Languages : en
Pages : 281

Get Book

Book Description
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.

From Equity Talk to Equity Walk

From Equity Talk to Equity Walk PDF Author: Tia Brown McNair
Publisher: John Wiley & Sons
ISBN: 1119237912
Category : Education
Languages : en
Pages : 160

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Book Description
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.

Analyzing Health Equity Using Household Survey Data

Analyzing Health Equity Using Household Survey Data PDF Author: Adam Wagstaff
Publisher: World Bank Publications
ISBN: 9780821369340
Category : Medical
Languages : en
Pages : 165

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Book Description
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.

Solving Disproportionality and Achieving Equity

Solving Disproportionality and Achieving Equity PDF Author: Edward Fergus
Publisher: Corwin Press
ISBN: 1506343392
Category : Education
Languages : en
Pages : 281

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Book Description
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

Equity in Data

Equity in Data PDF Author: Andrew Knips
Publisher: ASCD
ISBN: 1416631402
Category : Education
Languages : en
Pages : 188

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Book Description
Building a better data culture can be the path to better results and greater equity in schools. But what do we mean by data? Your students are not just statistics. They aren't simply a set of numbers or faceless dots on a proficiency scale. They are vibrant collections of experiences, thoughts, perspectives, emotions, wants, and dreams. And taken collectively, all of that information is data—and should be valued as such. Equity in Data not only unpacks the problematic nature of current approaches to data but also helps educators demystify and democratize data. It shows how we can bake equity into our data work and illuminate the disparities, stories, and truths that make our schools safer and stronger—and that help our students grow and thrive. To this end, the authors introduce a four-part framework for how to create an equitable data culture (along with a complementary set of data principles). They demonstrate how we can rethink our approach to data in the interest of equity by making five shifts: * Expand our understanding of data. * Strengthen our knowledge of data principles. * Break through our fear of data. * Decolonize our data gathering processes. * Turn data into meaningful, equitable action. We have an opportunity to realign school data with what students want out of their educational experiences. When we put equity first, we put students first.

Racial Equity on College Campuses

Racial Equity on College Campuses PDF Author: Royel M. Johnson
Publisher: State University of New York Press
ISBN: 1438487088
Category : Education
Languages : en
Pages : 250

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Book Description
The current socio-political moment—rife with racial tensions and overt bigotry—has exacerbated longstanding racial inequities in higher education. While educational scholars have developed conceptual tools and offered data-informed recommendations for rooting out racism in campus policies and practices, this work is largely inaccessible to the public. At the same time, practitioners and policymakers are increasingly called on to implement quick solutions to what are, in fact, profound, structural problems. Racial Equity on College Campuses bridges this gap, marshaling the expertise of nineteen scholars and practitioners to translate research-based findings into actionable recommendations in three key areas: university leadership, teaching and learning, and student and campus life. The strategies gathered here will prove useful to institutional actors engaged in both real-time and long-term decision-making across contexts—from the classroom to the boardroom.

Research Methods for Social Justice and Equity in Education

Research Methods for Social Justice and Equity in Education PDF Author: Liz Atkins
Publisher: Bloomsbury Publishing
ISBN: 1350015474
Category : Education
Languages : en
Pages : 352

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Book Description
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.

Data Feminism

Data Feminism PDF Author: Catherine D'Ignazio
Publisher: MIT Press
ISBN: 026254718X
Category : Social Science
Languages : en
Pages : 328

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Book Description
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.

Using Data to Close the Achievement Gap

Using Data to Close the Achievement Gap PDF Author: Ruth S. Johnson
Publisher: Corwin Press
ISBN: 1483362833
Category : Education
Languages : en
Pages : 337

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Book Description
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.

Equity Visits

Equity Visits PDF Author: Rachel Roegman
Publisher: Corwin Press
ISBN: 1544338155
Category : Education
Languages : en
Pages : 163

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Book Description
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!