{"product_id":"data-literacy-for-educators_9780807785072","title":"Data Literacy for Educators","description":"\u003cp\u003e\u003cb\u003eHow has AI changed our understanding of data literacy, and why is it important for teachers?\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003eThis second edition of \u003ci\u003eData Literacy for Educators\u003c\/i\u003e provides a modernized conceptual framework that empowers teachers to use data as a robust tool for deep student understanding. Expert Ellen Mandinach, a senior research scientist emeritus at WestEd, guides readers through the \"whole-child\" approach to teaching, demonstrating how to synthesize diverse data sources to support equitable outcomes for every student.\u003cbr\u003e\u003cbr\u003eIn the decade since the first edition was published, the classroom has been transformed by an explosion of digital tools. This revised edition addresses the most pressing challenges in modern education: the rise of \u003cb\u003eartificial intelligence, data ethics,\u003c\/b\u003e and the critical necessity of \u003cb\u003eculturally responsive \u003c\/b\u003e\u003cb\u003epractice\u003c\/b\u003e. By focusing on transparency and the potential consequences of data-driven decisions, this book helps educators move beyond simple analysis to a practice rooted in integrity and professional wisdom.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eWhat’s New in the Second Edition:\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cb\u003eAI Integration:\u003c\/b\u003e Strategies for navigating the benefits and biases of AI-based technologies and high-stakes algorithms in the classroom.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eThe Whole-Child Approach:\u003c\/b\u003e New content on using data to foster culturally responsive pedagogy and an asset-based approach that supports equitable student outcomes.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eRobust Data Ethics:\u003c\/b\u003e A comprehensive look at the ethical skill sets needed to prevent unintended harms and ensure data privacy and transparency.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eUpdated Conceptual Framework:\u003c\/b\u003e A refined cyclical inquiry process that reflects current research and modern educational standards.\u003c\/li\u003e\n\u003cli\u003e\n\u003cb\u003eImplementation Recommendations:\u003c\/b\u003e Actionable insights to build and sustain data capacity throughout a teaching career, from preparation to practice.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003eThis essential resource is designed for K–12 teachers and school administrators. and educator preparation programs. It is also highly relevant for educator preparation programs, researchers, and graduate students in educational leadership, educational technology, and cognition and instruction.\u003c\/p\u003e","brand":"Ellen B. Mandinach","offers":[{"title":"Default Title","offer_id":45919685967974,"sku":"9780807785072","price":129.0,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0650\/4051\/5174\/files\/9780807785072.jpg?v=1783628827","url":"https:\/\/www.tcpress.com\/products\/data-literacy-for-educators_9780807785072","provider":"Teachers College Press","version":"1.0","type":"link"}