Download or read book Advancing the Ethical Use of Data in Higher Education written by Iris Palmer and published by . This book was released on 2019 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "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.
Download or read book Ethics in Higher Education written by Rebecca M. Taylor and published by Harvard Education Press. This book was released on 2021-11-16 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this thought-provoking volume, editors Rebecca M. Taylor and Ashley Floyd Kuntz invite readers to explore the many facets of on-campus ethical dilemmas and the careful, nuanced decision-making processes required to address them. Taylor and Kuntz demonstrate how to apply collaborative, multidisciplinary, philosophical inquiry to deeply complex issues. They present seven normative case studies focusing on a variety of campus quandaries, from urgent matters such as Title IX violations and free speech in social media policy, to long-simmering concerns such as admissions and access and the future of historically Black colleges and universities. The editors then bring together a diverse group of scholars and practitioners with a broad array of disciplinary and personal backgrounds to offer their commentary and insight on the cases. Leaders in higher education are under immense pressure to respond to campus crises quickly, to quell controversy, and to avoid the backlash of public scrutiny in an ever-shifting sociopolitical terrain. Yet, in tension with such pressures, adequate responses to these dilemmas require leaders to make ethical, contextual choices that effectively foster inclusion, respect individual and institutional freedoms, and promote equity. Expanding the scope of inquiry, the contributors challenge underlying assumptions, raise points that had been omitted from the original cases, and imagine alternative solutions. Ethics in Higher Education appeals to readers to do the same, in the interest of advancing ethical decision-making on campuses.
Download or read book The Ethical Use of Data in Education written by Ellen B. Mandinach and published by Teachers College Press. This book was released on 2021 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
Download or read book Ethics in Higher Education written by Maureen E. Squires and published by Nova Science Publishers. This book was released on 2020 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Advancing the Power of Learning Analytics and Big Data in Education written by Azevedo, Ana and published by IGI Global. This book was released on 2021-03-19 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: The term learning analytics is used in the context of the use of analytics in e-learning environments. Learning analytics is used to improve quality. It uses data about students and their activities to provide better understanding and to improve student learning. The use of learning management systems, where the activity of the students can be easily accessed, potentiated the use of learning analytics to understand their route during the learning process, help students be aware of their progress, and detect situations where students can give up the course before its completion, which is a growing problem in e-learning environments. Advancing the Power of Learning Analytics and Big Data in Education provides insights concerning the use of learning analytics, the role and impact of analytics on education, and how learning analytics are designed, employed, and assessed. The chapters will discuss factors affecting learning analytics such as human factors, geographical factors, technological factors, and ethical and legal factors. This book is ideal for teachers, administrators, teacher educators, practitioners, stakeholders, researchers, academicians, and students interested in the use of big data and learning analytics for improved student success and educational environments.
Download or read book Adoption of Data Analytics in Higher Education Learning and Teaching written by Dirk Ifenthaler and published by Springer Nature. This book was released on 2020-08-10 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book How Colleges Use Data written by Jonathan S. Gagliardi and published by JHU Press. This book was released on 2022-12-20 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: What does a culture of evidence really look like in higher education? The use of big data and the rapid acceleration of storage and analytics tools have led to a revolution of data use in higher education. Institutions have moved from relying largely on historical trends and descriptive data to the more widespread adoption of predictive and prescriptive analytics. Despite this rapid evolution of data technology and analytics tools, universities and colleges still face a number of obstacles in their data use. In How Colleges Use Data, Jonathan S. Gagliardi presents college and university leaders with an important resource to help cultivate, implement, and sustain a culture of evidence through the ethical and responsible use and adoption of data and analytics. Gagliardi provides a broad context for data use among colleges, including key concepts and use cases related to data and analytics. He also addresses the different dimensions of data use and highlights the promise and perils of the widespread adoption of data and analytics, in addition to important elements of implementing and scaling a culture of evidence. Demystifying data and analytics, the book helps faculty and administrators understand important topics, including: • How to define institutional aspirations using data • Equity and student success • Strategic finance and resource optimization • Academic quality and integrity • Data governance and utility • Implicit and explicit bias in data • Implementation and planning • How data will be used in the future How Colleges Use Data helps college and university leaders understand what a culture of evidence in higher education truly looks like.
Download or read book Building a Smarter University written by Jason E. Lane and published by State University of New York Press. This book was released on 2014-09-30 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Big Data movement and the renewed focus on data analytics are transforming everything from healthcare delivery systems to the way cities deliver services to residents. Now is the time to examine how this Big Data could help build smarter universities. While much of the cutting-edge research that is being done with Big Data is happening at colleges and universities, higher education has yet to turn the digital mirror on itself to advance the academic enterprise. Institutions can use the huge amounts of data being generated to improve the student learning experience, enhance research initiatives, support effective community outreach, and develop campus infrastructure. This volume focuses on three primary themes related to creating a smarter university: refining the operations and management of higher education institutions, cultivating the education pipeline, and educating the next generation of data scientists. Through an analysis of these issues, the contributors address how universities can foster innovation and ingenuity in the academy. They also provide scholarly and practical insights in order to frame these topics for an international discussion.
Download or read book Radical Solutions and Open Science written by Daniel Burgos and published by Springer Nature. This book was released on 2020-05-14 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Big Data in Student Data Analytics written by Marcia Jean Ham and published by . This book was released on 2021 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leveraging big data for student data analytics is increasingly integrated throughout university operations from admissions to advising to teaching and learning. Though the possibilities are exciting to consider, they are not without risks to student autonomy, privacy, equity, and educational value. There has been little research showing how universities address such ethical issues in their student data policies and procedures to date though privacy and security policies are abundant. Though privacy and security policies that students sign cover institutions legally, there is more that can be done to support the ethical use of student data analytics at higher education institutions. This exploratory study addressed why it is important to support the four values of autonomy, privacy, equity, and educational value within university student data analytics policies and procedures. A rationale for focusing on these values was discussed through the lens of Paulo Freire’s Pedagogy of the Oppressed. A comparative case analysis of data analytics policies and procedures at two large, public universities provided insight into what they emphasized and where risks to student autonomy, privacy, equity, and educational value existed. This study concluded with recommendations of how institutional leadership can use proposed principles of ethical student data analytics to evaluate their own policies and procedures and amend risks that are uncovered through analysis.
Download or read book Big Data and Learning Analytics in Higher Education written by Ben Kei Daniel and published by Springer. This book was released on 2016-08-27 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the uses of big data in the context of higher education. The book describes a wide range of administrative and operational data gathering processes aimed at assessing institutional performance and progress in order to predict future performance, and identifies potential issues related to academic programming, research, teaching and learning. Big data refers to data which is fundamentally too big and complex and moves too fast for the processing capacity of conventional database systems. The value of big data is the ability to identify useful data and turn it into useable information by identifying patterns and deviations from patterns.
Download or read book Improving Access to and Confidentiality of Research Data written by National Research Council and published by National Academies Press. This book was released on 2000-09-11 with total page 75 pages. Available in PDF, EPUB and Kindle. Book excerpt: Improving Access to and Confidentiality of Research Data summarizes a workshop convened by the Committee on National Statistics (CNSTAT) to promote discussion about methods for advancing the often conflicting goals of exploiting the research potential of microdata and maintaining acceptable levels of confidentiality. This report outlines essential themes of the access versus confidentiality debate that emerged during the workshop. Among these themes are the tradeoffs and tensions between the needs of researchers and other data users on the one hand and confidentiality requirements on the other; the relative advantages and costs of data perturbation techniques (applied to facilitate public release) versus restricted access as tools for improving security; and the need to quantify disclosure risksâ€"both absolute and relativeâ€"created by researchers and research data, as well as by other data users and other types of data.
Download or read book Data Science in Education Using R written by Ryan A. Estrellado and published by Routledge. This book was released on 2020-10-26 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Sharing Research Data to Improve Public Health in Africa written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2015-09-18 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Advancing Student Engagement in Higher Education written by Tom Lowe and published by Taylor & Francis. This book was released on 2023-05-12 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: Providing a selection of critical pieces on the key challenges and debates in student engagement in higher education, this edited collection of sector-leading, scholarly-informed critical reflections is designed to consider and build upon what can be done to advance student engagement. By problematising student engagement practice, this book explores how to strengthen policies, recognise the issues and create solutions to overcome barriers and tensions. It considers topics such as diversity, accessibility, representativeness, evidencing impact, data analytics, the campus estate and the impact of COVID-19. The contributors provide lessons learned and knowledge from the field to make practice with students more considered and robust for the challenges ahead in the post-pandemic university. Moving beyond endorsing student engagement and offering best practice to critically reflect on and challenge our engagements with students in contemporary higher education, this book is ideal reading for all those developing education, course leaders and heads of academic departments, as well as anyone interested in advancing student engagement in their higher education setting.
Download or read book Ethical Use of Information Technology in Higher Education written by Liliana Mâță and published by Springer Nature. This book was released on 2021-07-14 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book High impact Educational Practices written by George D. Kuh and published by . This book was released on 2008 with total page 50 pages. Available in PDF, EPUB and Kindle. Book excerpt: This publication¿the latest report from AAC&U¿s Liberal Education and America¿s Promise (LEAP) initiative¿defines a set of educational practices that research has demonstrated have a significant impact on student success. Author George Kuh presents data from the National Survey of Student Engagement about these practices and explains why they benefit all students, but also seem to benefit underserved students even more than their more advantaged peers. The report also presents data that show definitively that underserved students are the least likely students, on average, to have access to these practices.
