14 citations · 44 across the 10 of their papers we have counts for
5 papers · 1 filter
Precise Unbiased Estimation in Randomized Experiments using Auxiliary Observational Data
Johann A. Gagnon-Bartsch, Adam C. Sales, Edward Wu +4
Randomized controlled trials (RCTs) are increasingly prevalent in education research, and are often regarded as a gold standard of causal inference. Two main virtues of randomized…
Student Log-Data from a Randomized Evaluation of Educational Technology: A Causal Case Study
Adam C Sales, John F Pane
Randomized evaluations of educational technology produce log data as a bi-product: highly granular data student and teacher usage. These datasets could shed light on causal mechani…
Mastery Learning in Practice: A (Mostly) Descriptive Analysis of Log Data from the Cognitive Tutor Algebra I Effectiveness Trial
Anita Israni, Adam C Sales, John F Pane
Mastery learning, the notion that students learn best if they move on from studying a topic only after having demonstrated mastery, sits at the foundation of the theory of intellig…
The Role of Mastery Learning in Intelligent Tutoring Systems: Principal Stratification on a Latent Variable
Adam C. Sales, John F. Pane
Students in Algebra I classrooms typically learn at different rates and struggle at different points in the curriculum---a common challenge for math teachers. Cognitive Tutor Algeb…
Limitless Regression Discontinuity
Adam C. Sales, Ben B. Hansen
Conventionally, regression discontinuity analysis contrasts a univariate regression's limits as its independent variable, , approaches a cut-point, , from either side. Altern…