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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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| Anagnostopoulos , Dorothea Anastasi, Anne Ancess, Jacqueline and Associates, And His Students, and others, and others, and others, Anderegg, David Anderman, Lynley H. Anders, Patricia Andersen, C. T. Andersen, Erik A. Andersen, Neil Anderson, Archibald W. Anderson, Ashlee Anderson, Barry D. Anderson, Bernice E. Anderson, Brett Anderson, C. Arnold Anderson, Cecilia Anderson, Cecilia Anderson, Celia Rousseau Anderson, Celia M. Anderson, Erin Anderson, G. Lester Anderson, Gary L. Anderson, Gina Anderson, Gregory M. Anderson, Haithe Anderson, Harold A. Anderson, Helen Anderson, Homer W. Anderson, Howard R. Anderson, James D. Anderson, James Anderson, Jeffrey B. Anderson, Jervis Anderson, John E. Anderson, Kaitlin P. Anderson, Kate T. Anderson, Kelly Anderson, Kenneth Alonzo Anderson, L. Dewey Anderson, Lauren Anderson, Lorin W. Anderson, Michael L. Anderson , Noel S. Anderson, O. Roger Anderson, Richard E. Anderson, Richard C. Anderson, Robert H. Anderson, Rodino F. Anderson, Rowland C. Anderson, Roy N. Anderson, Sir George Anderson, Thomas H. Anderson, W. P. Anderson-Long, Maria Anderson-Thompkins, Sibby Andic, Martin André, Aline B. Andreescu, Titu Andrei, Elena Andress, Paul Andrew, Thomas Andrews, Alon Andrews, Benjamin R. Andrews, Gillian "Gus" Andrews, Richard L. Andrews-Larson, Christine Andrianaivo, Solange Andrus, Ruth Andry, Robert C. Andrzejewski, Carey E. Angelis, Janet Anglum, J. Cameron Angoff, Charles Angulo, A. J. Angus, David L. Annamma, Subini Annenberg, Norman Ansari, Sana Ansell, Amy E. Anthony, Albert S. Anthony, Kate S. Antia , Shirin Antler, Joyce Antler, Stephen Antonelli, George A. Antonenko, Pavlo Antrop-González, René Anyon, Jean Aoudé, Ibrahim G. Apfel, Nancy Appell, Clara T. Appiah, Kwame Anthony Apple, Michael W. Applebaum, Barbara Applebee, Arthur N. Appleman, Deborah Aptheker, Herbert Apugo , Danielle L. Aquino-Sterling, Cristian Araaya, Hailu Arafeh, Sousan Araujo, Blanca Araujo, Blanca Arbeit, Miriam R. Arberg, Harold W. Arbuckle, Dugald Archambault, Leanna Archibald, Sarah Arcilla, Rene Vincente Ardsdale, May B. Areen, Judith Arenas, Alberto Arends, Jack Arent, Emma Ares, Nancy Arey, Charles K. Argyris, Chris Arias, M. Beatriz Arisman, Kenneth J. Arlett, Elizabeth Armbruster, Bonnie B. Armentrout, W.D. Armor, David J. Arms, Emily Armstrong, Denise E. Armstrong, John A. Armstrong, Louis W. Armstrong, Willis C. Arndt, C. O. Arnesen, Arthur E. Arnett, Alex Mathews Arnheim, Rudolf Arnold, Bryan P. Arnold, David B. Arnold, Karen D. Arnold, Katharine S. Arnold, Noelle Witherspoon Arnot, Madeleine Arnspiger, V. C. Arnstein, George E. Arnstine, Barbara Arnstine, Donald J. Arnstine, Donald Arntsine, Barbara Aronowitz, Stanley Arons, Stephen Aronson, Brittany Arrastia, Lisa Arrington, Angelique Renee Arrington, Ruth E. Arrowsmith, Mary Noel Arrowsmith, Mary Noel Arroyo, Andrew T. Arroyo, Michelle A. Arsenian, Seth Arseo, Sean Arshad, Rosnidar Arshavsky, Nina Artelt , Cordula Artiles, Alfredo J. Arzubiaga, Angela E. Asby, Sir Eric Asch, Adrienne Aschbacher, Pamela R. Ascher, Abraham Ascher, Carol Ash, Doris Ashbaugh, Ernest J. Ashby, Christine Ashby, Lloyd W. Ashcom, Banjamin M. Ashcraft, Carrie Ashcraft, Catherine Asheim, Lester Asher, Nina Ashford, Shetay N. Ashida, K. Ashley, Dwayne Ashmore, Jerome Ashton, Patricia E. Ashworth, Delmer Asil, Mustafa Asimeng-Boahene, Lewis Askari, Emilia Askeland, O. Assouline, Susan G. Assow, A. Harry Assuncao Flores, Maria Astelle, George E. Aster, Samuel Astin, Helen S. Astin, John A. Astor, Ron Avi Astuto, Terry A. Ata, Atakan Atanda, Awo Korantemaa Ateh, Comfort Athanases, Steven Z. Atherley, Marilyn Atkin, J. Myron Atkinson, Ruth V. Attannucci, Jane S. Atteberry, Allison Atteberry, Allison Attwood, Adam Atwater, Mary Atwater, Sheri Atwell, Nancie Atwell, Robert King Atwood, Virginia Rogers Atyco, Henry C. Au, Wayne Aubert, Adrianna Aubrey, Roger F. Aucejo, Esteban Audley-Piotrowski, Shannon Auerbach, Susan Auguste, Byron Augustine, Norman R. Aultman, Lori Aurini, Janice Auser, Cortland P. Austin, Ann E Austin, David B. Austin, Duke W. Austin, Glenn Austin, Jean Austin, Mary C. Austin, Mike Austin, Theresa Austin, Vance Ausubel, David P. Author, No Autin, David B. Avalos, Mary A. Avcioglu, Ilhan Averch, Harvey Averill, Hugh M. Averill, Julia Averill, W. A. Avila, Maria Avila, Oscar Avila Saiter, Sean M. Aviles, Ann M. Avison, O. R. Axelrod, Paul Axelrod, Ysaaca Axelson, Alfhild J. Axline, Virginia M. AXT, Richard G. Axtelle, G. E. Axtelle, G. E. Ayala, Jennifer Ayalon, Hanna Ayer, Adelaide M. Ayer, Adelaide M. Ayer, Adelaide M. Ayer, Fred C. Ayers , Bill Ayers, David Ayers, Leonard P. Ayers, Richard Ayers, Rick Ayers, William Ayieko, Rachel Aylward, Lynn Ayscue, Jennifer B. Azano, Amy Azevedo, Roger Azzam, Tarek
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