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Mandinach , Ellen B. WestEdE-Mail authorELLEN B. MANDINACH is a senior research scientist and the director of the data for decisions initiative at WestEd. She specializes in research on data-driven decision making. She has written widely on data use at state, district, school, and classroom levels, including two books, Transforming Teaching and Learning Through Data-Driven Decision Making and Data-Driven School Improvement: Linking Data and Learning. She holds a Ph.D. in educational psychology from Stanford University. Ellen B. Mandinach , Jeremy M. Friedman & Edith Gummer - 2015 This article reports on a three-part study about how schools of education are preparing teacher candidates to use data effectively and responsibly. The study consisted of a survey to a nationally representative sample of schools of education, a review of select syllabi, and an examination of state licensure and certification requirements. Edith Gummer & Ellen B. Mandinach - 2015 This article presents a conceptual framework for a new construct, data literacy for teachers, laying out the knowledge and skills teachers need to use data effectively and responsibly. The framework emerges from a domain analysis, but the complex construct requires additional discussions to refine and reorganize it. Ellen B. Mandinach & Edith Gummer - 2015 Introduction to the special issue on data-driven decision making and the components needed to enculturate data use in education. The article briefly examines the landscape of existing literature and positions the papers for the special issue. Ellen B. Mandinach - 2005 This paper describes the need for new and adapted evaluation methods that are sensitive to the affordances of the technology in e-learning environments. The paper discusses specifics of e-learning and explores evaluation methodology as it applies to technology. Ellen B. Mandinach & Edith Gummer - 2011 Educators must become data literate to meet the increasing demands for the use of data-driven decision making in teaching and administrative roles. Schools of education can and must play a key role in improving the human capacity to use data. This Commentary explores the systemic nature of the issue and provides considerations about how to move the field forward.
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