[PDF][PDF] A practitioner's guide to measurement in learning analytics: Decisions, opportunities, and challenges

G Gray, Y Bergner - Handbook of learning analytics, 2022 - researchgate.net
What is our data measuring, why are we measuring it, and what can we infer from our
measurements? These are key questions for models of learning, and the focus of this …

How instructional context can impact learning with educational technology: Lessons from a study with a digital learning game

BM McLaren, JE Richey, H Nguyen, X Hou - Computers & Education, 2022 - Elsevier
There is a tendency to think of the impact of educational technology in a vacuum. However, it
is likely that the instructional context in which educational technology is used affects student …

Digital learning games in Artificial Intelligence in Education (AIED): A review

BM McLaren, HA Nguyen - Handbook of Artificial Intelligence in …, 2023 - elgaronline.com
Digital and computer games have captured the attention and imagination of people around
the world. Lobel et al.(2017) report that Dutch children (7 to 12 years old) play digital games …

Gaming and confrustion explain learning advantages for a math digital learning game

JE Richey, J Zhang, R Das, JM Andres-Bray… - … conference on artificial …, 2021 - Springer
Digital learning games are thought to support learning by increasing enjoyment and
promoting deeper engagement with the content, but few studies have empirically tested …

[HTML][HTML] Four paradigms in learning analytics: Why paradigm convergence matters

RS Baker, D Gašević, S Karumbaiah - Computers and Education: Artificial …, 2021 - Elsevier
Learning analytics has matured significantly since its early days. The field has rapidly grown
in terms of the reputation of its publication venues, established a vibrant community, and has …

Gaming the system mediates the relationship between gender and learning outcomes in a digital learning game

RS Baker, JE Richey, J Zhang, S Karumbaiah… - Instructional …, 2024 - Springer
Digital learning games have been increasingly adopted in classrooms to facilitate learning
and to promote learning outcomes. Contrary to common beliefs, many digital learning …

Assessing the effects of open models of learning and enjoyment in a digital learning game

X Hou, HA Nguyen, JE Richey, E Harpstead… - International Journal of …, 2022 - Springer
Digital learning games are designed to foster both student learning and enjoyment. Given
this goal, an interesting research topic is whether game mechanics that promote learning …

The impact of gender in learning with games: A consistent effect in a math learning game

HA Nguyen, X Hou, JE Richey… - International Journal of …, 2022 - igi-global.com
There is an established gender gap in middle school math education, where female
students report higher anxiety and lower engagement, which negatively impact their …

Moving beyond Test Scores: Analyzing the Effectiveness of a Digital Learning Game through Learning Analytics.

HA Nguyen, X Hou, J Stamper, BM McLaren - International Educational Data …, 2020 - ERIC
A challenge in digital learning games is assessing students' learning behaviors, which are
often intertwined with game behaviors. How do we know whether students have learned …

Exploring how gender and enjoyment impact learning in a digital learning game

X Hou, HA Nguyen, JE Richey, BM McLaren - Artificial Intelligence in …, 2020 - Springer
In digital learning games, do game mechanics that promote learning and those that promote
enjoyment have different effects on students' experience? Do males or females learn from or …