Education Commons^™

Education Reform And Potemkin Villages: Expanding Conceptions Of “Data”, Noah Asher Golden

Education Faculty Articles and Research

"I argue that much of the current education reform movement [uses] reductive notions of data to create the appearance of growth as opposed to authentic and sustainable growth in pedagogical practice and outcomes.

Data tell a story. How we select, manage, organize, and report those data influences the story in two ways: (1) it reveals our values and priorities and (2) it has the power to shape, highlight, and/or obscure the knowledge it purports to share. Software and information systems play a central role here as the logic they rely on to structure and use data saturates educational practice (Lynch)."

Reformers, Batting Averages, And Malpractice: The Case For Caution In Value-Added Use, Dan Gleason

Faculty Publications & Research

The essay considers two analogies that help to reveal the limitations of value-added modeling: the first, a comparison with batting averages, shows that the model’s reliability is quite limited even though year-to-year correlation figures may seem impressive; the second, a comparison between medical malpractice and so-called educational malpractice, suggests that strict accountability measures within education are out of line with legal precedent.