The Ethical Use Of Data In Education

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The Ethical Use of Data in Education

Ellen B. Mandinach,Edith S. Gummer
The Ethical Use of Data in Education Book PDF

Author : Ellen B. Mandinach,Edith S. Gummer
Publisher : Teachers College Press
Page : 305 pages
File Size : 42,9 Mb
Release : 2021
Category : Education
ISBN : 9780807779910

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The Ethical Use of Data in Education by Ellen B. Mandinach,Edith S. Gummer Pdf

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

Data Literacy for Educators

Ellen B. Mandinach,Edith S. Gummer
Data Literacy for Educators Book PDF

Author : Ellen B. Mandinach,Edith S. Gummer
Publisher : Teachers College Press
Page : 177 pages
File Size : 45,6 Mb
Release : 2016
Category : Education
ISBN : 9780807774694

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Data Literacy for Educators by Ellen B. Mandinach,Edith S. Gummer Pdf

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 Technology Use, Policy, and Reactions in Educational Settings

Beycioglu, Kadir
Ethical Technology Use Policy and Reactions in Educational Settings Book PDF

Author : Beycioglu, Kadir
Publisher : IGI Global
Page : 350 pages
File Size : 49,9 Mb
Release : 2012-07-31
Category : Education
ISBN : 9781466618831

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Ethical Technology Use, Policy, and Reactions in Educational Settings by Beycioglu, Kadir Pdf

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

Daniel Burgos
Radical Solutions and Open Science Book PDF

Author : Daniel Burgos
Publisher : Springer Nature
Page : 199 pages
File Size : 48,7 Mb
Release : 2020-05-14
Category : Education
ISBN : 9789811542763

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Radical Solutions and Open Science by Daniel Burgos Pdf

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.

Emerging Trends in Cyber Ethics and Education

Blackburn, Ashley,Chen, Irene Linlin,Pfeffer, Rebecca
Emerging Trends in Cyber Ethics and Education Book PDF

Author : Blackburn, Ashley,Chen, Irene Linlin,Pfeffer, Rebecca
Publisher : IGI Global
Page : 307 pages
File Size : 46,8 Mb
Release : 2018-07-06
Category : Education
ISBN : 9781522559344

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Emerging Trends in Cyber Ethics and Education by Blackburn, Ashley,Chen, Irene Linlin,Pfeffer, Rebecca Pdf

Cyber environments have become a fundamental part of educational institutions, causing a need for understanding the impact and general principles of ethical computer use in academia. With the rapid increase in the use of digital technologies in classrooms and workplaces worldwide, it is important that part of the training that takes place for students is how to be good cyber citizens, who are ethical in the decisions that they make and in their interactions with others across digital platforms. Emerging Trends in Cyber Ethics and Education is a pivotal reference source that provides vital research on the application of ethics and education within online environments. While highlighting topics such as computer simulation, corporate e-learning, and plagiarism detection, this publication explores effective ways of utilizing digital landscapes for online education, as well as the methods of improving cyber security frameworks. This book is ideally designed for educators, IT developers, education professionals, education administrators, researchers, and upper-level graduate students seeking current research on secure and educational interactions in digital landscapes.

Transforming Teaching and Learning Through Data-Driven Decision Making

Ellen B. Mandinach,Sharnell S. Jackson
Transforming Teaching and Learning Through Data Driven Decision Making Book PDF

Author : Ellen B. Mandinach,Sharnell S. Jackson
Publisher : Corwin Press
Page : 281 pages
File Size : 47,5 Mb
Release : 2012-04-10
Category : Education
ISBN : 9781452279664

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Transforming Teaching and Learning Through Data-Driven Decision Making by Ellen B. Mandinach,Sharnell S. Jackson Pdf

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

Ethical Use of Information Technology in Higher Education

Liliana Mâță
Ethical Use of Information Technology in Higher Education Book PDF

Author : Liliana Mâță
Publisher : Springer Nature
Page : 217 pages
File Size : 42,6 Mb
Release : 2021-07-14
Category : Education
ISBN : 9789811619519

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Ethical Use of Information Technology in Higher Education by Liliana Mâță Pdf

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.

Data Science in Education Using R

Ryan A. Estrellado,Emily A. Freer,Jesse Mostipak,Joshua M. Rosenberg,Isabella C. Velásquez
Data Science in Education Using R Book PDF

Author : Ryan A. Estrellado,Emily A. Freer,Jesse Mostipak,Joshua M. Rosenberg,Isabella C. Velásquez
Publisher : Routledge
Page : 315 pages
File Size : 40,8 Mb
Release : 2020-10-26
Category : Education
ISBN : 9781000200904

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Data Science in Education Using R by Ryan A. Estrellado,Emily A. Freer,Jesse Mostipak,Joshua M. Rosenberg,Isabella C. Velásquez Pdf

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.

Big Data in Education: Pedagogy and Research

Theodosia Prodromou
Big Data in Education Pedagogy and Research Book PDF

Author : Theodosia Prodromou
Publisher : Springer Nature
Page : 249 pages
File Size : 44,5 Mb
Release : 2021-10-04
Category : Education
ISBN : 9783030768416

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Big Data in Education: Pedagogy and Research by Theodosia Prodromou Pdf

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.

Ethics in Higher Education

Maureen E. Squires
Ethics in Higher Education Book PDF

Author : Maureen E. Squires
Publisher : Nova Science Publishers
Page : 230 pages
File Size : 48,7 Mb
Release : 2020
Category : Education
ISBN : 153617503X

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Ethics in Higher Education by Maureen E. Squires Pdf

Higher education serves many purposes, one of which is to prepare college and university students with the knowledge, skills and dispositions necessary for employment. Some would argue that this is the primary and even sole purpose of collegiate education. However, many also contend that university education is intended to broaden students' minds and enable them to question, investigate and think critically in order to be productive and engaged citizens. Regardless of the lens through which higher education is viewed, within any of these purposes is the need for ethical practices in teaching, learning, student engagement, and overall operational structures. Truly, in every facet of university life, ethical practices exist. If institutions of higher education are the places where, in part, the global future is shaped, then it is imperative that these same organizations be the exemplars of ethical practices.The Practice of Ethics in Higher Education includes chapters that explore and examine topics such as teaching of ethics, ethical practices on campus, ethics of clinical practices, ethics and leadership in the academy, ethics in hiring practices at colleges/universities, ethics and campus-sponsored research, as well as other topics relevant to higher education. In addition to drawing attention to the successes and challenges regarding ethical practices in higher education, this book aims to encourage future research initiatives and collaborations.

AI and education

Miao, Fengchun,Holmes, Wayne,Ronghuai Huang,Hui Zhang,UNESCO
AI and education Book PDF

Author : Miao, Fengchun,Holmes, Wayne,Ronghuai Huang,Hui Zhang,UNESCO
Publisher : UNESCO Publishing
Page : 50 pages
File Size : 41,7 Mb
Release : 2021-04-08
Category : Political Science
ISBN : 9789231004476

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AI and education by Miao, Fengchun,Holmes, Wayne,Ronghuai Huang,Hui Zhang,UNESCO Pdf

Artificial Intelligence (AI) has the potential to address some of the biggest challenges in education today, innovate teaching and learning practices, and ultimately accelerate the progress towards SDG 4. However, these rapid technological developments inevitably bring multiple risks and challenges, which have so far outpaced policy debates and regulatory frameworks. This publication offers guidance for policy-makers on how best to leverage the opportunities and address the risks, presented by the growing connection between AI and education. It starts with the essentials of AI: definitions, techniques and technologies. It continues with a detailed analysis of the emerging trends and implications of AI for teaching and learning, including how we can ensure the ethical, inclusive and equitable use of AI in education, how education can prepare humans to live and work with AI, and how AI can be applied to enhance education. It finally introduces the challenges of harnessing AI to achieve SDG 4 and offers concrete actionable recommendations for policy-makers to plan policies and programmes for local contexts. [Publisher summary, ed]

Teacher Education for Ethical Professional Practice in the 21st Century

Dreon, Oliver,Polly, Drew
Teacher Education for Ethical Professional Practice in the 21st Century Book PDF

Author : Dreon, Oliver,Polly, Drew
Publisher : IGI Global
Page : 430 pages
File Size : 48,8 Mb
Release : 2016-10-06
Category : Education
ISBN : 9781522516699

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Teacher Education for Ethical Professional Practice in the 21st Century by Dreon, Oliver,Polly, Drew Pdf

The rise of online tools is altering the dynamic of modern classrooms as methods of educating students are technologically expanding. Due to this advancement, institutions and educators of all levels are reconsidering their curriculum in order to integrate new technical demands. Teacher Education for Ethical Professional Practice in the 21st Century is an authoritative reference work for the latest scholarly research on the emerging use of technology in the educational system. Featuring coverage on proper methods, arising challenges, and educator preparation, this publication is an essential reference source for academicians, professionals and researchers seeking current research on the impact of the digital age on education.

Sharing Research Data to Improve Public Health in Africa

National Academies of Sciences, Engineering, and Medicine,Division of Behavioral and Social Sciences and Education,Committee on Population
Sharing Research Data to Improve Public Health in Africa Book PDF

Author : National Academies of Sciences, Engineering, and Medicine,Division of Behavioral and Social Sciences and Education,Committee on Population
Publisher : National Academies Press
Page : 102 pages
File Size : 51,8 Mb
Release : 2015-09-18
Category : Science
ISBN : 9780309378123

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Sharing Research Data to Improve Public Health in Africa by National Academies of Sciences, Engineering, and Medicine,Division of Behavioral and Social Sciences and Education,Committee on Population Pdf

Sharing research data on public health issues can promote expanded scientific inquiry and has the potential to advance improvements in public health. Although sharing data is the norm in some research fields, sharing of data in public health is not as firmly established. In March 2015, the National Research Council organized an international conference in Stellenbosch, South Africa, to explore the benefits of and barriers to sharing research data within the African context. The workshop brought together public health researchers and epidemiologists primarily from the African continent, along with selected international experts, to talk about the benefits and challenges of sharing data to improve public health, and to discuss potential actions to guide future work related to public health research data sharing. Sharing Research Data to Improve Public Health in Africa summarizes the presentations and discussions from this workshop.

The Ethical Frontier of AI and Data Analysis

Kumar, Rajeev,Joshi, Ankush,Sharan, Hari Om,Peng, Sheng-Lung,Dudhagara, Chetan R.
The Ethical Frontier of AI and Data Analysis Book PDF

Author : Kumar, Rajeev,Joshi, Ankush,Sharan, Hari Om,Peng, Sheng-Lung,Dudhagara, Chetan R.
Publisher : IGI Global
Page : 475 pages
File Size : 44,5 Mb
Release : 2024-03-04
Category : Computers
ISBN : 9798369329658

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The Ethical Frontier of AI and Data Analysis by Kumar, Rajeev,Joshi, Ankush,Sharan, Hari Om,Peng, Sheng-Lung,Dudhagara, Chetan R. Pdf

In the advancing fields of artificial intelligence (AI) and data science, a pressing ethical dilemma arises. As technology continues its relentless march forward, ethical considerations within these domains become increasingly complex and critical. Bias in algorithms, lack of transparency, data privacy breaches, and the broader societal repercussions of AI applications are demanding urgent attention. This ethical quandary poses a formidable challenge for researchers, academics, and industry professionals alike, threatening the very foundation of responsible technological innovation. Navigating this ethical minefield requires a comprehensive understanding of the multifaceted issues at hand. The Ethical Frontier of AI and Data Analysis is an indispensable resource crafted to address the ethical challenges that define the future of AI and data science. Researchers and academics who find themselves at the forefront of this challenge are grappling with the evolving landscape of AI and data science ethics. Underscoring the need for this book is the current lack of clarity on ethical frameworks, bias mitigation strategies, and the broader societal implications, which hinder progress and leave a void in the discourse. As the demand for responsible AI solutions intensifies, the imperative for this reliable guide that consolidates, explores, and advances the dialogue on ethical considerations grows exponentially.

The Ethics Of Educational Research

Robert G. Burgess
The Ethics Of Educational Research Book PDF

Author : Robert G. Burgess
Publisher : Routledge
Page : 228 pages
File Size : 40,9 Mb
Release : 2005-08-04
Category : Education
ISBN : 9781135389017

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The Ethics Of Educational Research by Robert G. Burgess Pdf

The purpose of the Social Research and Educational Studies series is toprovide authoritative guides to key issues in educational research. Theseries includes overviews of fields, guidance on good practice anddiscussions of the practical implications of social and educational research.In particular, the series deals with a variety of approaches to conductingsocial and educational research. Contributors to this series review recentwork, raise critical concerns that are particular to the field of education,and reflect on the implications of research for educational policy andpractice.