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Littenberg-Tobias, Joshua; Borneman, Elizabeth; Reich, Justin – AERA Open, 2021
Diversity, equity, and inclusion (DEI) issues are urgent in education. We developed and evaluated a massive open online course (N = 963) with embedded equity simulations that attempted to equip educators with equity teaching practices. Applying a structural topic model (STM)--a type of natural language processing (NLP)--we examined how…
Descriptors: Natural Language Processing, Equal Education, Educational Change, Computer Simulation
Sarah McGrew; Joel Breakstone – AERA Open, 2023
Given the current threat posed by toxic digital content, preparing students to evaluate online sources cannot be relegated to a single subject area--this instruction should happen across the curriculum. This article focuses on materials designed to teach students to evaluate online information across subject areas. ninth-grade biology and world…
Descriptors: Civics, Digital Literacy, Evaluative Thinking, Information Sources
Cope, Bill; Kalantzis, Mary – AERA Open, 2016
The prospect of "big data" at once evokes optimistic views of an information-rich future and concerns about surveillance that adversely impacts our personal and private lives. This overview article explores the implications of big data in education, focusing by way of example on data generated by student writing. We have chosen writing…
Descriptors: Educational Research, Formative Evaluation, Summative Evaluation, Data Analysis
Roschelle, Jeremy; Feng, Mingyu; Murphy, Robert F.; Mason, Craig A. – AERA Open, 2016
In a randomized field trial with 2,850 seventh-grade mathematics students, we evaluated whether an educational technology intervention increased mathematics learning. Assigning homework is common yet sometimes controversial. Building on prior research on formative assessment and adaptive teaching, we predicted that combining an online homework…
Descriptors: Middle School Students, Grade 7, Secondary School Mathematics, Mathematics Achievement