Data Ethics: How Educators Can Use Data Effectively and Responsibly
Autor Ellen B. Mandinachen Limba Engleză Paperback – 19 feb 2026
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Specificații
ISBN-13: 9798216376309
Pagini: 216
Dimensiuni: 150 x 224 x 16 mm
Greutate: 0.32 kg
Editura: Bloomsbury Publishing
Colecția Bloomsbury Academic
Locul publicării:New York, United States
Pagini: 216
Dimensiuni: 150 x 224 x 16 mm
Greutate: 0.32 kg
Editura: Bloomsbury Publishing
Colecția Bloomsbury Academic
Locul publicării:New York, United States
Cuprins
Acknowledgments
Preface
1 An Introduction: Why Data Ethics?
2 Defining Data Ethics-It is More than Just Data Privacy
3 Artificial Intelligence: Implications for Data Ethics
4 A User's Guide to the Scenarios
5 First Set of Scenarios
6 Second Set of Scenarios
7 Change is Systemic-The Roles of Organizations and Agencies
8 What Needs to Happen-Actionable Next Steps: A Recap
References
Index
Preface
1 An Introduction: Why Data Ethics?
2 Defining Data Ethics-It is More than Just Data Privacy
3 Artificial Intelligence: Implications for Data Ethics
4 A User's Guide to the Scenarios
5 First Set of Scenarios
6 Second Set of Scenarios
7 Change is Systemic-The Roles of Organizations and Agencies
8 What Needs to Happen-Actionable Next Steps: A Recap
References
Index
Recenzii
In an era where data-driven decision making has become central to education - al practice, Ellen Mandinach delivers a groundbreaking work that moves beyond technical data skills to address the critical question of how we should use data responsibly. Data Ethics brilliantly demonstrates that effective data use isn't just about having the right numbers. It's about using data appropriately to serve all students equitably. Mandinach's comprehensive framework, built around transparency and consequences, provides educators with practical tools to navigate the complex ethical dilemmas they face daily. From preventing unintended harm to students to resisting accountability pressures that compromise educational integrity, this book offers both theoretical grounding and real-world scenarios that make abstract concepts immediately applicable.
"When educators find themselves-by virtue of an expanding tech infrastructure able to access voluminous amounts of student-specific data and information, discussions about ethical practice must be central to their work. Ethical, healthy data cultures don't just happen-they are built. Ellen Mandinach has written a book that will spark critical conversations educators need to have about how ethical data use necessarily intersects with fast-evolving legal, political, and policy issues.
"When educators find themselves-by virtue of an expanding tech infrastructure able to access voluminous amounts of student-specific data and information, discussions about ethical practice must be central to their work. Ethical, healthy data cultures don't just happen-they are built. Ellen Mandinach has written a book that will spark critical conversations educators need to have about how ethical data use necessarily intersects with fast-evolving legal, political, and policy issues.