Transforming Teaching and Learning Through Data-Driven Decision Making

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

PDF Transforming Teaching and Learning Through Data-Driven Decision Making Download

  • Author: Ellen B. Mandinach
  • Publisher: Corwin Press
  • ISBN: 1412982049
  • Category : Business & Economics
  • Languages : en
  • Pages : 281

"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."--Publisher's description.

Data and Teaching

2018-06-22
Data and Teaching

PDF Data and Teaching Download

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

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.

The Knowledge Gap

2020-08-04
The Knowledge Gap

PDF The Knowledge Gap Download

  • Author: Natalie Wexler
  • Publisher: Penguin
  • ISBN: 0735213569
  • Category : Education
  • Languages : en
  • Pages : 354

“Essential reading for teachers, education administrators, and policymakers alike.” —STARRED Library Journal The untold story of the root cause of America's education crisis It was only after years within the education reform movement that Natalie Wexler stumbled across a hidden explanation for our country's frustrating lack of progress when it comes to providing every child with a quality education. The problem wasn't one of the usual scapegoats: lazy teachers, shoddy facilities, lack of accountability. It was something no one was talking about: the elementary school curriculum's intense focus on decontextualized reading comprehension "skills" at the expense of actual knowledge. In the tradition of Dale Russakoff's The Prize and Dana Goldstein's The Teacher Wars, Wexler brings together history, research, and compelling characters to pull back the curtain on this fundamental flaw in our education system--one that fellow reformers, journalists, and policymakers have long overlooked, and of which the general public, including many parents, remains unaware. But The Knowledge Gap isn't just a story of what schools have gotten so wrong--it also follows innovative educators who are in the process of shedding their deeply ingrained habits, and describes the rewards that have come along: students who are not only excited to learn but are also acquiring the knowledge and vocabulary that will enable them to succeed. If we truly want to fix our education system and unlock the potential of our neediest children, we have no choice but to pay attention.

Driven by Data

2010-04-12
Driven by Data

PDF Driven by Data Download

  • Author: Paul Bambrick-Santoyo
  • Publisher: John Wiley & Sons
  • ISBN: 0470548746
  • Category : Education
  • Languages : en
  • Pages : 336

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 Wise

2005
Data Wise

PDF Data Wise Download

  • Author: Kathryn Parker Boudett
  • Publisher:
  • ISBN:
  • Category : Education
  • Languages : en
  • Pages : 230

"Data Wise" is a proven process for collecting and using big data in schools. This book provides a blueprint schools can use to initiate school-wide conversations about these data and make better decisions to enhance school culture and climate.

Teaching Data Analytics

2019-06-17
Teaching Data Analytics

PDF Teaching Data Analytics Download

  • Author: Susan Vowels
  • Publisher: CRC Press
  • ISBN: 1351721453
  • Category : Computers
  • Languages : en
  • Pages : 231

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 Wise, Revised and Expanded Edition

2020-08-26
Data Wise, Revised and Expanded Edition

PDF Data Wise, Revised and Expanded Edition Download

  • Author: Kathryn Parker Boudett
  • Publisher: Harvard Education Press
  • ISBN: 1612505236
  • Category : Education
  • Languages : en
  • Pages : 459

Data Wise: A Step-by-Step Guide to Using Assessment Results to Improve Teaching and Learning presents a clear and carefully tested blueprint for school leaders. It shows how examining test scores and other classroom data can become a catalyst for important schoolwide conversations that will enhance schools’ abilities to capture teachers’ knowledge, foster collaboration, identify obstacles to change, and enhance school culture and climate. This revised and expanded edition captures the learning that has emerged in integrating the Data Wise process into school practice and brings the book up-to-date with recent developments in education and technology including: The shift to the Common Core State Standards. New material on the “ACE Habits of Mind”: practices that prioritize Action, Collaboration, and Evidence as part of transforming school culture. A new chapter on “How We Improve,” based on experiences implementing Data Wise and to address two common questions: “Where do I start?” and “How long will it take?” Other revisions take into account changes in the roles of school data teams and instructional leadership teams in guiding the inquiry process. The authors have also updated exhibits, examples, and terminology throughout and have added new protocols and resources.

Data Wise in Action

2007
Data Wise in Action

PDF Data Wise in Action Download

  • Author: Kathryn Parker Boudett
  • Publisher:
  • ISBN:
  • Category : Education
  • Languages : en
  • Pages : 200

What does it look like when a school uses data wisely? Data Wise in Action, a new companion and sequel to our bestselling Data Wise, tells the stories of eight very different schools following the Data Wise process of using assessment results to improve teaching and learning. Data Wise in Action highlights the leadership challenges schools face in each phase of the eight-step Data Wise cycle and illustrates how staff members use creativity and collaboration to overcome those challenges. Data Wise in Action builds on the work of leading faculty and graduate students at the Harvard Graduate School of Education, who joined with exemplary practitioners in 2005 to produce Data Wise: A Step-by-Step Guide to Using Assessment Results to Improve Teaching and Learning. Since its publication, Data Wise has been read by thousands of school leaders, many of whom have shared the book with colleagues and staff. The success of the original book has generated a new demand among school leaders: to hear real stories from schools that are implementing the Data Wise process. Data Wise in Action answers that need. It offers both inspiration and practical guidance for school leaders.

Adoption of Data Analytics in Higher Education Learning and Teaching

2020-08-10
Adoption of Data Analytics in Higher Education Learning and Teaching

PDF Adoption of Data Analytics in Higher Education Learning and Teaching Download

  • Author: Dirk Ifenthaler
  • Publisher: Springer Nature
  • ISBN: 3030473929
  • Category : Education
  • Languages : en
  • Pages : 464

The book aims to advance global knowledge and practice in applying data science to transform higher education learning and teaching to improve personalization, access and effectiveness of education for all. Currently, higher education institutions and involved stakeholders can derive multiple benefits from educational data mining and learning analytics by using different data analytics strategies to produce summative, real-time, and predictive or prescriptive insights and recommendations. Educational data mining refers to the process of extracting useful information out of a large collection of complex educational datasets while learning analytics emphasizes insights and responses to real-time learning processes based on educational information from digital learning environments, administrative systems, and social platforms. This volume provides insight into the emerging paradigms, frameworks, methods and processes of managing change to better facilitate organizational transformation toward implementation of educational data mining and learning analytics. It features current research exploring the (a) theoretical foundation and empirical evidence of the adoption of learning analytics, (b) technological infrastructure and staff capabilities required, as well as (c) case studies that describe current practices and experiences in the use of data analytics in higher education.

Data Literacy in Academic Libraries

2021-07-21
Data Literacy in Academic Libraries

PDF Data Literacy in Academic Libraries Download

  • Author: Julia Bauder
  • Publisher: American Library Association
  • ISBN: 0838937500
  • Category : Language Arts & Disciplines
  • Languages : en
  • Pages : 176

We live in a data-driven world, much of it processed and served up by increasingly complex algorithms, and evaluating its quality requires its own skillset. As a component of information literacy, it's crucial that students learn how to think critically about statistics, data, and related visualizations. Here, Bauder and her fellow contributors show how librarians are helping students to access, interpret, critically assess, manage, handle, and ethically use data. Offering readers a roadmap for effectively teaching data literacy at the undergraduate level, this volume explores such topics as the potential for large-scale library/faculty partnerships to incorporate data literacy instruction across the undergraduate curriculum; how the principles of the ACRL Framework for Information Literacy for Higher Education can help to situate data literacy within a broader information literacy context; a report on the expectations of classroom faculty concerning their students’ data literacy skills; various ways that librarians can partner with faculty; case studies of two initiatives spearheaded by Purdue University Libraries and University of Houston Libraries that support faculty as they integrate more work with data into their courses; Barnard College’s Empirical Reasoning Center, which provides workshops and walk-in consultations to more than a thousand students annually; how a one-shot session using the PolicyMap data mapping tool can be used to teach students from many different disciplines; diving into quantitative data to determine the truth or falsity of potential “fake news” claims; and a for-credit, librarian-taught course on information dissemination and the ethical use of information.