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The Ethical Use Of Data In Education

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The Ethical Use Of Data In Education

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Author : Ellen B. Mandinach
language : en
Publisher: Teachers College Press
Release Date : 2021

The Ethical Use Of Data In Education 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 2021 with Education categories.

This volume brings together experts on various aspects of education to address many of the emerging issues and problems that affect how data are being used or misused in educational contexts. Readers will learn about the importance of using data effectively, responsibly, and ethically to fully understand how cognitive fallacies occur and how they impact decisionmaking. They will understand how codes of ethics deal with the use of data within education as well as in other disciplines. Chapters provide a landscape view of the regulations that pertain to data use and policies that have emerged, including the impact of accountability on data use and data ethics. The text covers data ethics in local education agencies, professional development, educator preparation, testing programs, and educational technology. Chapter authors recommend steps to improve awareness among educators, stakeholders, and other interested groups and suggest actions that can be taken to enhance educators’ capacity to use data responsibly. A final use case chapter describes the importance of data ethics in terms of equity in schools and includes salient examples of ethical dilemmas, with questions and reflections on how ethics and equity apply to each situation. The conclusion addresses data ethics in terms of professionalism and poses several recommendations to challenge educators in ways to raise awareness of and integrate data ethics into educational practice. Book Features: Discusses how accountability affects effective data, including the pressure on schools and districts to perform better on test scores or other indicators. Outlines ten recommendations for how professional development can incorporate data ethics in practice.Reviews the expectations and realities of preparing educators for data literacy, including an example of one teacher education program’s integrated, curriculum-wide approach. Considers the role of testing companies in ethical data use, including issues around equity in assessment data.Explores how educational technologies, platforms, and applications impact data use. Contributors: Wayne Camara, Michelle Croft, Amanda Datnow, Chris Dede, Edward Dieterle, Sherman Dorn, Paul Gibbs, Edith S. Gummer, Beth Holland, Taryn A. Hochleitner, Jo Beth Jimerson, Marie Lockton, Ellen B. Mandinach, Sharon L. Nichols, Diana Nunnaley, Brennan McMahon Parton, Amelia Vance, Alina von Davier, Casey Waughn, Haley Weddle

Advancing The Ethical Use Of Data In Higher Education

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Author : Iris Palmer
language : en
Publisher:
Release Date : 2019

Advancing The Ethical Use Of Data In Higher Education written by Iris Palmer and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with Education, Higher categories.

"The Association for Institutional Research (AIR) first adopted its Code of Ethics in 1992. The Code is regularly examined and discussed by the membership and the AIR Board, and is a 'living document that must change and be shaped as the practice of institutional research continues to evolve and develop.' The Code was updated in 2001, and amended in 2013, with the title changed to Code of Ethics and Professional Practice (Appendix A). The profession's embrace of data analytics has raised new issues to explore, resulting in another evaluation and publication of the AIR Statement of Ethical Principles in 2019. ... Advancing the Ethical Use of Data in Higher Education, provided in two successive volumes, is intended to both support and to expand upon the Statement and the Association's conversations to date. In particular, the goal of these publications is to help institutional researchers understand ethical issues: (1) as separate from legal or compliance issues; (2) related to creating and using predictive models; (3) related to communicating data and information; and (4) related to acting on the information provided by predictive models and data analytics. The basic tenets discussed in the Statement, such as privacy, data contextualization, fairness and transparency, and accessibility are woven throughout both volumes"--Introduction.

Ethical Technology Use Policy And Reactions In Educational Settings

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Author : Beycioglu, Kadir
language : en
Publisher: IGI Global
Release Date : 2012-07-31

Ethical Technology Use Policy And Reactions In Educational Settings written by Beycioglu, Kadir and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-07-31 with Education categories.

As computers are increasingly integrated into the classroom, instructors must address a number of pressing ethical questions regarding online behavior, course design, cyberbullying, and student cyber behavior. Ethical Technology Use, Policy, and Reactions in Educational Settings provides state-of-the-art research on the impact of ethical computer use in academia and emphasizes the cyberphilosophical aspects of human-computer interactions. It provides significant analysis of the ethical use of educational Internet and computer applications.

Radical Solutions And Open Science

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Author : Daniel Burgos
language : en
Publisher: Springer Nature
Release Date : 2020-05-14

Radical Solutions And Open Science written by Daniel Burgos and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-05-14 with Education categories.

This open access book presents how Open Science is a powerful tool to boost Higher Education. The book introduces the reader into Open Access, Open Technology, Open Data, Open Research results, Open Licensing, Open Accreditation, Open Certification, Open Policy and, of course, Open Educational Resources. It brings all these key topics from major players in the field; experts that present the current state of the art and the forthcoming steps towards a useful and effective implementation. This book presents radical, transgenic solutions for recurrent and long-standing problems in Higher Education. Every chapter presents a clear view and a related solution to make Higher Education progress and implement tools and strategies to improve the user’s performance and learning experience. This book is part of a trilogy with companion volumes on Radical Solutions & Learning Analytics and Radical Solutions & eLearning.

Data Literacy For Educators

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

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 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. 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

Ethical Use Of Information Technology In Higher Education

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Author : Liliana Mâță
language : en
Publisher: Springer
Release Date : 2022-07-16

Ethical Use Of Information Technology In Higher Education written by Liliana Mâță and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-16 with Education categories.

This book addresses current issues regarding the ethical use of information technology in a holistic vision, by combining the perspectives of education specialists and those in the field of computer science at the level of higher education. It provides a current ethical perspective on the problems and solutions involved in the use of information technology in higher education. It appeals to readers interested in exploring the problems and appropriate solutions related to the ethical use of new technologies in higher education.

Big Data In Education Pedagogy And Research

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Author : Theodosia Prodromou
language : en
Publisher: Springer Nature
Release Date : 2021-10-04

Big Data In Education Pedagogy And Research written by Theodosia Prodromou and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-04 with Education categories.

This book discusses how Big Data could be implemented in educational settings and research, using empirical data and suggesting both best practices and areas in which to invest future research and development. It also explores: 1) the use of learning analytics to improve learning and teaching; 2) the opportunities and challenges of learning analytics in education. As Big Data becomes a common part of the fabric of our world, education and research are challenged to use this data to improve educational and research systems, and also are tasked with teaching coming generations to deal with Big Data both effectively and ethically. The Big Data era is changing the data landscape for statistical analysis, the ways in which data is captured and presented, and the necessary level of statistical literacy to analyse and interpret data for future decision making. The advent of Big Data accentuates the need to enable citizens to develop statistical skills, thinking and reasoning needed for representing, integrating and exploring complex information. This book offers guidance to researchers who are seeking suitable topics to explore. It presents research into the skills needed by data practitioners (data analysts, data managers, statisticians, and data consumers, academics), and provides insights into the statistical skills, thinking and reasoning needed by educators and researchers in the future to work with Big Data. This book serves as a concise reference for policymakers, who must make critical decisions regarding funding and applications.

Responsible Analytics And Data Mining In Education

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Author : Badrul H. Khan
language : en
Publisher: Routledge
Release Date : 2018-12-07

Responsible Analytics And Data Mining In Education written by Badrul H. Khan and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-12-07 with Computers categories.

Winner of two Outstanding Book Awards from the Association of Educational Communications and Technology (Culture, Learning, & Technology and Systems Thinking & Change divisions)! Rapid advancements in our ability to collect, process, and analyze massive amounts of data along with the widespread use of online and blended learning platforms have enabled educators at all levels to gain new insights into how people learn. Responsible Analytics and Data Mining in Education addresses the thoughtful and purposeful navigation, evaluation, and implementation of these emerging forms of educational data analysis. Chapter authors from around the world explore how data analytics can be used to improve course and program quality; how the data and its interpretations may inadvertently impact students, faculty, and institutions; the quality and reliability of data, as well as the accuracy of data-based decisions; ethical implications surrounding the collection, distribution, and use of student-generated data; and more. This volume unpacks and explores this complex issue through a systematic framework whose dimensions address the issues that must be considered before implementation of a new initiative or program.

Ethical Use Of Information Technology In Higher Education

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Author : Liliana Mâță
language : en
Publisher: Springer Nature
Release Date : 2021-07-14

Ethical Use Of Information Technology In Higher Education written by Liliana Mâță and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-14 with Education categories.

Ensuring Research Integrity And The Ethical Management Of Data

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Author : Sibinga, Cees Th. Smit
language : en
Publisher: IGI Global
Release Date : 2018-01-31

Ensuring Research Integrity And The Ethical Management Of Data written by Sibinga, Cees Th. Smit and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-01-31 with Reference categories.

Data management technology is rapidly progressing, and with it comes the need for stricter rules that ensure the information being collected is handled appropriately. Ensuring Research Integrity and the Ethical Management of Data is an essential resource that examines the best approaches for providing quality research, as well as how to effectively manage that information in a reputable way. Featuring extensive research on relevant topics such as qualitative data collection, data sharing, data misinterpretation, and intellectual property, this scholarly publication is an ideal reference source for academicians, students, and researchers interested in current trends and techniques in ethical research and data management.

The Ethical Use Of Data In Education

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