Using Data to Support Learning in Schools

Using Data to Support Learning in Schools

Author: Gabrielle Matters

Publisher: Australian Council for Educational Research

Published: 2006

Total Pages: 60

ISBN-13: 9780864316929

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Examines the issues raised by the ACER Research Conference 2005. Analyses conference papers, distils essence of conference 'conversations' and contextualises them in the light of Australian and international literature.


Data Science in Education Using R

Data Science in Education Using R

Author: Ryan A. Estrellado

Publisher: Routledge

Published: 2020-10-26

Total Pages: 331

ISBN-13: 1000200906

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Data Science in Education Using R is the go-to reference for learning data science in the education field. The book answers questions like: What does a data scientist in education do? How do I get started learning R, the popular open-source statistical programming language? And what does a data analysis project in education look like? If you’re just getting started with R in an education job, this is the book you’ll want with you. This book gets you started with R by teaching the building blocks of programming that you’ll use many times in your career. The book takes a "learn by doing" approach and offers eight analysis walkthroughs that show you a data analysis from start to finish, complete with code for you to practice with. The book finishes with how to get involved in the data science community and how to integrate data science in your education job. This book will be an essential resource for education professionals and researchers looking to increase their data analysis skills as part of their professional and academic development.


Checking for Understanding

Checking for Understanding

Author: Douglas Fisher

Publisher: ASCD

Published: 2015-12-18

Total Pages: 170

ISBN-13: 1416619224

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A teacher presents a lesson, and at the end asks students if they understand the material. The students nod and say they get it. Later, the teacher is dismayed when many of the students fail a test on the material. Why aren’t students getting it? And, just as important, why didn’t the teacher recognize the problem? In Checking for Understanding, Douglas Fisher and Nancy Frey show how to increase students’ understanding with the help of creative formative assessments. When used regularly, formative assessments enable every teacher to determine what students know and what they still need to learn. Fisher and Frey explore a variety of engaging activities that check for and increase understanding, including interactive writing, portfolios, multimedia presentations, audience response systems, and much more. This new 2nd edition of Checking for Understanding has been updated to reflect the latest thinking in formative assessment and to show how the concepts apply in the context of Fisher and Frey’s work on gradual release of responsibility, guided instruction, formative assessment systems, data analysis, and quality instruction. Douglas Fisher and Nancy Frey are the creators of the Framework for Intentional and Targeted (FIT) Teaching™. They are also the authors of numerous ASCD books, including The Formative Assessment Action Plan: Practical Steps to More Successful Teaching and Learning and the best-selling Enhancing RTI: How to Ensure Success with Effective Classroom Instruction and Intervention.


Driven by Data

Driven by Data

Author: Paul Bambrick-Santoyo

Publisher: John Wiley & Sons

Published: 2010-04-12

Total Pages: 336

ISBN-13: 0470548746

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Offers a practical guide for improving schools dramatically that will enable all students from all backgrounds to achieve at high levels. Includes assessment forms, an index, and a DVD.


Data Analysis for Continuous School Improvement

Data Analysis for Continuous School Improvement

Author: Victoria L. Bernhardt

Publisher: Routledge

Published: 2017-09-19

Total Pages: 426

ISBN-13: 1351587862

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Data Analysis for Continuous School Improvement provides a new definition of school improvement, away from a singular focus on compliance, toward a true commitment to excellence. This book is a call to action. It is about inspiring schools and school districts to commit to continuous school improvement by providing a framework that will result in improving teaching for every teacher and learning for every student through the comprehensive use of data. A culmination of over 30 years of doing the hard work in schools and districts both nationally and internationally, Data Analysis for Continuous School Improvement shares new, evidence-based learnings about how to analyze, report, communicate, and use multiple measures of data. The updated edition provides a wealth of tools, protocols, timelines, examples, and strategies that will help schools and districts become genuine learning organizations.


Data-based Decision Making in Education

Data-based Decision Making in Education

Author: Kim Schildkamp

Publisher: Springer Science & Business Media

Published: 2012-09-18

Total Pages: 221

ISBN-13: 9400748159

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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 evidence, such as scores on students’ assessments, classroom observations etc. This book supports policy-makers, people working with schools, researchers and school leaders and teachers in the use of data, by bringing together the current research conducted on data use across multiple countries into a single volume. Some of these studies are ‘best practice’ studies, where effective data use has led to improvements in student learning. Others provide insight into challenges in both policy and practice environments. Each of them draws on research and literature in the field.


Data and Teaching

Data and Teaching

Author: Joseph P. McDonald

Publisher: Teachers College Press

Published: 2018-06-22

Total Pages: 169

ISBN-13: 0807759074

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Data use in teaching is at the heart of current educational policy and school improvement efforts. Dispelling magical thinking that it is a simple solution to underachieving schools, this timely book explores what data use in teaching really is, how it works in theory and practice, and why it sometimes fails to achieve expected goals. Drawing on their research in nine of New York City’s most poverty-impacted schools, the authors dive deep into school systems and routines, as well as into teachers’ practices and students’ experiences. They also zoom out to capture the larger currents that have made this school reform strategy so prominent today. Each chapter includes a discussion of a new direction that schools and teachers can take to ensure that data use in teaching actually spurs growth in learning. This resource extracts lessons from both chaotic and productive data implementation in order to inform practice and fulfill hopes for better schooling, richer teaching, and deeper learning. Book Features: Provides practical guidelines for effective use of data in schools and classrooms. Includes vivid descriptions and relatable narratives. Explores in rich detail what teaching is and how it works. Combines insightful ideas and powerful stories with concrete steps for improvement.


Using Data in Schools to Inform Leadership and Decision Making

Using Data in Schools to Inform Leadership and Decision Making

Author: Alex J. Bowers

Publisher: IAP

Published: 2014-11-01

Total Pages: 281

ISBN-13: 1623967880

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Our fifth book in the International Research on School Leadership series focuses on the use of data in schools and districts as useful information for leadership and decision making. Schools are awash in data and information, from test scores, to grades, to discipline reports, and attendance as just a short list of student information sources, while additional streams of data feed into schools and districts from teachers and parents as well as local, regional and national policy levels. To deal with the data, schools have implemented a variety of data practices, from data rooms, to data days, data walks, and data protocols. However, despite the flood of data, successful school leaders are leveraging an analysis of their school’s data as a means to bring about continuous improvement in an effort to improve instruction for all students. Nevertheless, some drown, some swim, while others find success. Our goal in this book volume is to bring together a set of chapters by authors who examine successful data use as it relates to leadership and school improvement. In particular, the chapters in this volume consider important issues in this domain, including: • How educational leaders use data to inform their practice. • What types of data and data analysis are most useful to successful school leaders. • To what extent are data driven and data informed practices helping school leaders positively change instructional practice? • In what ways does good data collection and analysis feed into successful continuous improvement and holistic systems thinking? • How have school leadership practices changed as more data and data analysis techniques have become available? • What are the major obstacles facing school leaders when using data for decision making and how do they overcome them?


Data Literacy for Educators

Data Literacy for Educators

Author: Ellen B. Mandinach

Publisher: Teachers College Press

Published: 2016

Total Pages: 177

ISBN-13: 0807774693

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Data literacy has become an essential skill set for teachers as education becomes more of an evidence-based profession. Teachers in all stages of professional growth need to learn how to use data effectively and responsibly to inform their teaching practices. This groundbreaking resource describes data literacy for teaching, emphasizing the important relationship between data knowledge and skills and disciplinary and pedagogical content knowledge. Case studies of emerging programs in schools of education are used to illustrate the key components needed to integrate data-driven decisionmaking into the teaching curricula. The book offers a clear path for change while also addressing the inherent complexities associated with change. Data Literacy for Educators provides concrete strategies for schools of education, professional developers, and school districts. Book Features: Defines data literacy for teaching and outlines the knowledge and skills it comprises. Uses examples and case studies that tie theory to practice. Provides a roadmap for integrating data literacy into teacher preparation programs. Covers emerging trends, such as virtual and hybrid courses and massive open online courses. “This thoughtful, well-organized book raises the challenges that beginning and experienced teachers face in becoming more data literate to increase their pedagogical effectiveness in their classrooms.” —From the Foreword by Barbara Schneider “Deans of colleges of education, practicing teachers, education advocates, and many others will find useful information here.” —Benjamin Riley, Deans for Impact “This work should join the ‘common core’ of teacher education and professional development programs.” —Lee S. Shulman, The Carnegie Foundation for the Advancement of Teaching “The authors lay out a compelling call to action to ensure that every teacher in this country has the skills, knowledge, and disposition in knowing how to use data to inform effective teaching.” —Aimee Rogstad Guidera, Data Quality Campaign


Leading Data-Informed Change in Schools

Leading Data-Informed Change in Schools

Author: Selena Fisk

Publisher:

Published: 2023-09

Total Pages: 0

ISBN-13: 9781923116009

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Data are everywhere. Countries are compared based on how their students perform in international testing. Schools are compared using standardised testing and school-leaver data. Students are tracked using their individual data and that of their peers. But while there is much already written about leadership styles, leading change and the benefits of being data informed, transferring an understanding of educational research and change leadership literature to a data-informed context is not always easy or seamless. Selena Fisk, EdD, author of Using and analysing data in Australian schools, believes that data should be used to support learning in a way that develops thriving learning communities where students are engaged and motivated. This invaluable resource introduces a 10-step process for leading data-informed change comprising measurable steps for action supported by connections to relevant literature and practical examples showing what the process looks like in schools. Fisk also introduces the 12 key elements required for a leader to prime the environment or build a culture that will enable them to lead data-informed change. Leading data-informed change in schools offers teacher team leaders, principals and administrators a practical guide on how to collect, analyse and use data to help school communities and the students they serve flourish.