Applications of learning analytics in high schools: A systematic literature review
Learning analytics aims to analyze data from students and learning environments to support
learning at different levels. Although learning analytics is a recent field, it reached a high …
learning at different levels. Although learning analytics is a recent field, it reached a high …
Learning analytics: A glance of evolution, status, and trends according to a proposed taxonomy
A Peña‐Ayala - Wiley Interdisciplinary Reviews: Data Mining …, 2018 - Wiley Online Library
Before the emergence of computer‐based educational systems (CBES) whose aims of
providing teaching and learning experiences to hundreds even thousands of users, an …
providing teaching and learning experiences to hundreds even thousands of users, an …
Assistments dataset from multiple randomized controlled experiments
In this paper, we present a dataset consisting of data generated from 22 previously and
currently running randomized controlled experiments inside the ASSIStments online …
currently running randomized controlled experiments inside the ASSIStments online …
Enhancing online problems through instructor-centered tools for randomized experiments
Digital educational resources could enable the use of randomized experiments to answer
pedagogical questions that instructors care about, taking academic research out of the …
pedagogical questions that instructors care about, taking academic research out of the …
Spacing out! Manipulating spatial features in mathematical expressions affects performance
The current study explores the effects of physical spacing within mathematical expressions
on student performance. A total of 2,152 students in 5th-12th grade were randomly assigned …
on student performance. A total of 2,152 students in 5th-12th grade were randomly assigned …
Tomorrow's EdTech today: Establishing a learning platform as a collaborative research tool for sound science
Background/Context Large-scale randomized controlled experiments conducted in authentic
learning environments are commonly high stakes, carrying extensive costs and requiring …
learning environments are commonly high stakes, carrying extensive costs and requiring …
[PDF][PDF] Precise unbiased estimation in randomized experiments using auxiliary observational data
Randomized controlled trials (RCTs) admit unconfounded design-based inference–
randomization largely justifies the assumptions underlying statistical effect estimates–but …
randomization largely justifies the assumptions underlying statistical effect estimates–but …
Evaluating the impact of prior required scaffolding items on the improvement of student performance prediction
Recently, tracking student behavior has become a very important phase for constructing
adaptive educational systems. Several researchers have developed various methods based …
adaptive educational systems. Several researchers have developed various methods based …
Contextual factors affecting hint utility
Background Interactive learning environments often provide help strategies to facilitate
learning. Hints, for example, help students recall relevant concepts, identify mistakes, and …
learning. Hints, for example, help students recall relevant concepts, identify mistakes, and …
Studying learning at scale with the ASSISTments TestBed
An interactive demonstration on how to design and implement randomized controlled
experiments at scale within the ASSISTments TestBed, a new collaborative for educational …
experiments at scale within the ASSISTments TestBed, a new collaborative for educational …