Data Literacy For Educators

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Data Literacy For Educators

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Author : Ellen B. Mandinach
language : en
Publisher: Teachers College Press
Release Date : 2016-04-01

Data Literacy For Educators written by Ellen B. Mandinach and has been published by Teachers College Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-04-01 with Education categories.

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.

Culturally Responsive Data Literacy

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Author : Ellen B. Mandinach
language : en
Publisher: Bloomsbury Publishing USA
Release Date : 2024-04-30

Culturally Responsive Data Literacy written by Ellen B. Mandinach and has been published by Bloomsbury Publishing USA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-30 with Education categories.

This book describes culturally responsive data literacy (CRDL), which merges data literacy and culturally responsive practices to help educators assume a whole child perspective, an asset model, and an equity lens to the use of data. It provides authentic scenarios and guiding questions to uncover unconscious bias, seeking to build awareness of CRDL and to provide usable resources for all educators.

Educational Data Literacy

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Author : Demetrios Sampson
language : en
Publisher: Springer Nature
Release Date : 2022-10-26

Educational Data Literacy written by Demetrios Sampson and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-26 with Education categories.

Digital Education is recognised as a key transformative innovation for K-12 school and university teaching and learning, as well as, for professional development and vocational training. As a result, blended and online courses are nowadays widely deployed to meet the needs of K-12, higher education and vocational training students, as well as, the needs for professional development of in-service professionals. In this context, important professional roles in digital education and training, such as, the Instructional Designers, who design and develop online and blended courses, and the Trainers or Tutors who support the delivery of these online and blended courses, require new professional competences compared to those assumed at the traditional face to face education and tra ining programs.This is particularly relevant today, in the post Covid-19 era, where educational organisations, leaders and teachers are challenged with reinventing their teaching and learning environments to offer higher quality, more accessible and inclusive teaching, learning and assessment. Educational Data Literacy (EDL) is a core competence for all education professionals, including school teachers, instructional designers and tutors of online and blended learning courses, as well as educational institutions' leaders. Nevertheless, existing professional competence frameworks for educators pay little attention to EDL, missing out the potential of using emerging EDL methods and tools in online and blended teaching and learning - thus there is a need for extending existing professional competence frameworks for educators with new competences to accommodate the emerging field of EDL. To this end, this brief monograph presents a comprehensive proposal of an Educational Data Literacy Competence Profile (EDL-CP) framework for education professionals, as well as, exemplary learning outcomes for the proposed EDL-CP framework, and use-case examples for indicative target groups, namely instructional designers, e-Trainers and K-12 school teachers. The work of this book has been produced within the project "Learn2Analyze — An Academia-Industry Knowledge Alliance for enhancing Online Training Professionals’ (Instructional Designers and e-Trainers) Competences in Educational Data Analytics" which is co-funded by European Commission through the Erasmus+ Program (Cooperation for innovation and the exchange of good practices – Knowledge Alliances).

Data Literacy For Educators

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Author : Joyce Laben
language : en
Publisher:
Release Date : 2014-05-01

Data Literacy For Educators written by Joyce Laben and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-01 with categories.

Data Literacy for Educators: Good Data, Bad Data provides teachers, principals, and administrators the background knowledge of technical adequacy of data. This book begins with the basic knowledge of data which includes reliability and validity and builds on that knowledge in subsequent chapters. All types of assessments are examined from the technical adequacy lens. To assist in the acquisition of this knowledge, humor and true stories from the trenches are included in each chapter. Educators need to read this book to assist in working with data in light of common core and growth modeling.

Data Literacy For Teachers

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Author : Nancy Love
language : en
Publisher: Dude Publishing
Release Date : 2011

Data Literacy For Teachers written by Nancy Love and has been published by Dude Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Academic achievement categories.

Data Literacy For Teachers

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Author : Nancy Love
language : en
Publisher:
Release Date : 2012

Data Literacy For Teachers written by Nancy Love and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with Academic achievement categories.

Data Literacy In Academic Libraries

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Author : Julia Bauder
language : en
Publisher: American Library Association
Release Date : 2021-07-21

Data Literacy In Academic Libraries written by Julia Bauder and has been published by American Library Association this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-21 with Language Arts & Disciplines categories.

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.

Data Ethics

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Author : Ellen B. Mandinach
language : en
Publisher: Bloomsbury Publishing USA
Release Date : 2025-12-11

Data Ethics written by Ellen B. Mandinach and has been published by Bloomsbury Publishing USA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-12-11 with Education categories.

Data Ethics: How Educators Can Use Data Effectively and Responsibly describes the concept of data ethics, which has become an increasingly important topic in education practice, in part due to the proliferation of diverse data sources and the growing complexity of students. It is important for educators to know how to use data both effectively and appropriately. Educators are often faced with accountability pressures that may cause them to make decisions that are sometime problematic. This book describes what data ethics are and how new technologies, especially those based on artificial intelligence can challenge the appropriate use of data. It provides authentic scenarios that university instructors, professional development providers, in-service trainers, and individuals can use to help educators better understand data ethics.

Data Literacy For Teachers 2nd Edition

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Author : Nancy Love
language : en
Publisher:
Release Date : 2025-10-30

Data Literacy For Teachers 2nd Edition written by Nancy Love and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-10-30 with Education categories.

Student data is vitally important information that can be used in the assessment of student learning. Collecting, recording, and analyzing student data helps teachers make decisions about instruction (when it's working, when it needs to be changed). Furthermore, federal laws (NCLB, the 2001 reauthorization of the Elementary and Secondary Education Act, or ESEA) and state laws/policies require the collection and reporting of student data, which is used to evaluate the performance of teachers and schools. Yet while teachers are required to collect and report student data, they are not always trained in how to interpret and use such data. Data is of minimal value unless teachers are data literate. Data Literacy for Teachers by Nancy Love is a practical, quick-reference laminated guide designed to help teachers feel comfortable, knowledgeable, and skilled in using a variety of data on a regular basis to improve teaching and learning.

Data Literacy Fundamentals

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Author : Ben Jones
language : en
Publisher:
Release Date : 2020-07-03

Data Literacy Fundamentals written by Ben Jones and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-03 with categories.

The vast majority of people in the world today do not receive a formal education that adequately prepares them for the level of data literacy required of them in their careers and by their communities. As a result, many are being left behind by the transition to data-driven dialogues and decisions all around them, and they're seeking ways to break down the barriers that are preventing them from participating. Data Literacy Fundamentals covers foundational topics such as the overall goal of data, various ways of measuring and categorizing the world, five different forms of data analysis and when they apply, pros and cons related to how we display data in tabular or graphic form, and the way teams work together to convert data into insight.This book has been written for anyone who is just getting started with data and who wants to feel more confident in their understanding of what it is, what it isn't, and what it's used for. This invaluable resource will cure you of your "dataphobia", teach you the basic concepts of data, and set you on a path of learning that will ultimately result in fluency in the language of data.