Using Data to Improve Learning for All

2009
Using Data to Improve Learning for All

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  • Author: Nancy Love
  • Publisher: Corwin Press
  • ISBN: 1412960851
  • Category : Education
  • Languages : en
  • Pages : 193

Collaborative inquiry + effective use of data = significant leaps in learning and achievement! This resource combines a powerful collaborative inquiry process, reflective dialogue, and rigorous use of data to improve outcomes for all students. The editor and contributors provide detailed examples of schools that have demonstrated dramatic gains by building collaborative cultures, nurturing ongoing inquiry, and using data systematically. The book shows school leaders how to: Implement collaborative inquiry to meet accountability mandates Build and support a high-performing data culture Establish a school climate characterized by collective responsibility for student learning and a respect for students’ cultures

How Teachers Can Turn Data into Action

2014-02-03
How Teachers Can Turn Data into Action

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  • Author: Daniel R. Venables
  • Publisher: ASCD
  • ISBN: 1416617582
  • Category : Education
  • Languages : en
  • Pages : 167

" From state and Common Core tests to formative and summative assessments in the classroom, teachers are awash in data. Reviewing the data can be time-consuming, and the work of translating data into real change can seem overwhelming. Tapping more than 30 years' experience as an award-winning teacher and a trainer of PLC coaches, Daniel R. Venables, author of The Practice of Authentic PLCs: A Guide to Effective Teacher Teams, soothes the trepidation of even the biggest ""dataphobes"" in this essential resource. Field-tested and fine-tuned with professional learning communities around the United States, the Data Action Model is a teacher-friendly, systematic process for reviewing and responding to data in cycles of two to nine weeks. This powerful tool enables you and your teacher team to * Identify critical gaps in learning and corresponding instructional gaps; * Collaborate on solutions and develop a goal-driven action plan; and * Evaluate the plan's effectiveness after implementation and determine the next course of action. With easy-to-use templates and protocols to focus and deepen data conversations, this indispensable guide delineates exactly what should be accomplished in each team meeting to translate data into practice. In the modern sea of data, this book is your life preserver! "

Data-based Decision Making in Education

2012-09-18
Data-based Decision Making in Education

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  • Author: Kim Schildkamp
  • Publisher: Springer Science & Business Media
  • ISBN: 9400748159
  • Category : Education
  • Languages : en
  • Pages : 221

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.

The Data Coach's Guide to Improving Learning for All Students

2008-02-27
The Data Coach's Guide to Improving Learning for All Students

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  • Author: Nancy Love
  • Publisher: Corwin Press
  • ISBN: 1412950015
  • Category : Education
  • Languages : en
  • Pages : 409

Use data as an effective tool for school change and improvement! This resource helps data team facilitators move schools away from unproductive data practices and toward examining data for systematic and continuous improvement in instruction and learning. The book, which includes a CD-ROM with slides and reproducibles, illustrates how the authors' model has proven successful in: Narrowing achievement gaps in all content areas and grade levels Achieving strong, continuous gains in local and state assessments in mathematics, science, and reading Initiating powerful conversations about race/ethnicity, class, educational status, gender, and language differences Developing a vision for a high-performing, data-informed school culture

Data and Teaching

2018-06-22
Data and Teaching

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  • Author: Joseph P. McDonald
  • Publisher: Teachers College Press
  • ISBN: 0807759074
  • Category : Education
  • Languages : en
  • Pages : 169

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. 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.

Transforming Teaching and Learning Through Data-Driven Decision Making

2012-04-10
Transforming Teaching and Learning Through Data-Driven Decision Making

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  • Author: Ellen B. Mandinach
  • Publisher: Corwin Press
  • ISBN: 145228346X
  • Category : Education
  • Languages : en
  • Pages : 280

Connect data and instruction to improve practice Gathering data and using it to inform instruction is a requirement for many schools, yet educators are not necessarily formally trained in how to do it. This book helps bridge the gap between classroom practice and the principles of educational psychology. Teachers will find cutting-edge advances in research and theory on human learning and teaching in an easily understood and transferable format. The text’s integrated model shows teachers, school leaders, and district administrators how to establish a data culture and transform quantitative and qualitative data into actionable knowledge based on: Assessment Statistics Instructional and differentiated psychology Classroom management

Teaching Data Analytics

2019-06-17
Teaching Data Analytics

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  • Author: Susan A Vowels
  • Publisher: CRC Press
  • ISBN: 1351721453
  • Category : Computers
  • Languages : en
  • Pages : 202

The need for analytics skills is a source of the burgeoning growth in the number of analytics and decision science programs in higher education developed to feed the need for capable employees in this area. The very size and continuing growth of this need means that there is still space for new program development. Schools wishing to pursue business analytics programs intentionally assess the maturity level of their programs and take steps to close the gap. Teaching Data Analytics: Pedagogy and Program Design is a reference for faculty and administrators seeking direction about adding or enhancing analytics offerings at their institutions. It provides guidance by examining best practices from the perspectives of faculty and practitioners. By emphasizing the connection of data analytics to organizational success, it reviews the position of analytics and decision science programs in higher education, and to review the critical connection between this area of study and career opportunities. The book features: A variety of perspectives ranging from the scholarly theoretical to the practitioner applied An in-depth look into a wide breadth of skills from closely technology-focused to robustly soft human connection skills Resources for existing faculty to acquire and maintain additional analytics-relevant skills that can enrich their current course offerings. Acknowledging the dichotomy between data analytics and data science, this book emphasizes data analytics rather than data science, although the book does touch upon the data science realm. Starting with industry perspectives, the book covers the applied world of data analytics, covering necessary skills and applications, as well as developing compelling visualizations. It then dives into pedagogical and program design approaches in data analytics education and concludes with ideas for program design tactics. This reference is a launching point for discussions about how to connect industry’s need for skilled data analysts to higher education’s need to design a rigorous curriculum that promotes student critical thinking, communication, and ethical skills. It also provides insight into adding new elements to existing data analytics courses and for taking the next step in adding data analytics offerings, whether it be incorporating additional analytics assignments into existing courses, offering one course designed for undergraduates, or an integrated program designed for graduate students.

Data Literacy for Educators

2016-04-01
Data Literacy for Educators

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  • Author: Ellen B. Mandinach
  • Publisher: Teachers College Press
  • ISBN: 0807757535
  • Category : Education
  • Languages : en
  • Pages : 177

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.

Databusting for Schools

2018-06-18
Databusting for Schools

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  • Author: Richard Selfridge
  • Publisher: SAGE
  • ISBN: 1526415666
  • Category : Education
  • Languages : en
  • Pages : 376

′In the increasingly data-swamped world of education, data literacy is no longer a desirable skill, it is essential. Databusting for Schools is part guide through the complexities, uses and limitations of data; and part challenge to those who too readily make assumptions and draw conclusions. This is an important book.′ James Pembroke, independent data analyst Data rules schools and ignorance is far from bliss. From assessment results to questioning educational claims, there is a growing need to understand the numbers used in education. Education data blogger and teacher Richard Selfridge (aka Jack Marwood) unravels the complexities of dealing with educational data and explains statistics in an understandable, everyday way, relevant to your classroom and your school. He will take you through all you need to know about data and statistics in education including: · Where does education data come from? · The what, why and how of numbers. · Understanding different types of graphs and how to use them. · How to play around with data to see the bigger picture. · How to interpret data, does one thing really lead to another? · Using data to inform school policy. A must-read for all teachers, school leaders, data managers, school governors, and anyone in education who has ever looked at statistical data and broken out into a cold sweat. Richard Selfridge is a primary school teacher and writer on education. He is author of the popular datablog Icing on the Cake and tweets under the sometime pseudonym @Jack_Marwood.

Designing Data Reports that Work

2016-03-02
Designing Data Reports that Work

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  • Author: Jenny Grant Rankin
  • Publisher: Routledge
  • ISBN: 1317353358
  • Category : Education
  • Languages : en
  • Pages : 238

Designing Data Reports that Work provides research-based best practices for constructing effective data systems in schools and for designing reports that are relevant, necessary, and easily understood. Clear and coherent data systems and data reports significantly improve educators’ data use and save educators time and frustration. The strategies in this book will help those responsible for designing education data reports—including school leaders, administrators, and educational technology vendors—to create productive data reports individualized for each school or district. This book breaks down the key concepts in creating and implementing data systems, ensuring that you are a better partner with teachers and staff so they can work with and use data correctly and improve teaching and learning.