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Jason Williams – Solution Tree, 2025
Author Jason Williams develops a framework that balances data-based decision making with a deep consideration for addressing students' unique needs to foster improved learning outcomes. Focusing on five qualities integral to a healthy data culture, Williams offers educators a simple, reliable way to assess and reconsider their data practices to…
Descriptors: Shared Resources and Services, Information Dissemination, Information Management, Data
Peck, Charles A., Ed.; Cuthrell, Kristen, Ed.; Mace, Desiree H. Pointer, Ed.; Sloan, Tine, Ed.; Lys, Diana B., Ed. – Teachers College Press, 2021
This book offers concrete examples of how data can be used by faculty, staff, and program leaders to improve their collective work as teacher educators. Strong external accountability mandates often lead to tensions that undermine local morale and motivation. This volume focuses on the practical work of navigating these tensions so that valuable…
Descriptors: Data Use, Educational Improvement, Program Improvement, Teacher Education
Mandinach, Ellen B., Ed.; Gummer, Edith S., Ed. – Teachers College Press, 2021
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…
Descriptors: Ethics, Data Use, Decision Making, Educational Policy

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