A systematic review on data mining for mathematics and science education

D Shin, J Shim - International Journal of Science and Mathematics …, 2021 - Springer
Educational data mining is used to discover significant phenomena and resolve educational
issues occurring in the context of teaching and learning. This study provides a systematic …

Student response systems: A multidisciplinary analysis using visual analytics

RI Herrada, R Baños, A Alcayde - Education Sciences, 2020 - mdpi.com
In recent years, several innovations have emerged in the field of education, including
Blended-Learning, Massive Open Online Courses, Flipped Classroom and Gamification. In …

Reconsidering the share of a think–pair–share: Emerging limitations, alternatives, and opportunities for research

KM Cooper, JN Schinske… - CBE—Life Sciences …, 2021 - Am Soc Cell Biol
The think–pair–share is a common teaching tool, but how critical is the “share” step in
helping students achieve learning goals? This feature examines assumptions that …

Field courses narrow demographic achievement gaps in ecology and evolutionary biology

RS Beltran, E Marnocha, A Race, DA Croll… - Ecology and …, 2020 - Wiley Online Library
Disparities remain in the representation of marginalized students in STEM. Classroom‐
based experiential learning opportunities can increase student confidence and academic …

Does active learning work? A good question, but not the right one.

DA Bernstein - Scholarship of Teaching and Learning in …, 2018 - psycnet.apa.org
Some studies of active learning methods suggest that they are effective teaching tools,
whereas others have found them to be no better than traditional lecture methods. The …

Attention matters: How orchestrating attention may relate to classroom learning

AS Keller, I Davidesco, KD Tanner - CBE—Life Sciences …, 2020 - Am Soc Cell Biol
Attention is thought to be the gateway between information and learning, yet there is much
we do not understand about how students pay attention in the classroom. Leveraging ideas …

Modelling collaborative problem-solving competence with transparent learning analytics: is video data enough?

M Cukurova, Q Zhou, D Spikol, L Landolfi - Proceedings of the tenth …, 2020 - dl.acm.org
In this study, we describe the results of our research to model collaborative problem-solving
(CPS) competence based on analytics generated from video data. We have collected~ 500 …

Comparison of cluster analysis methodologies for characterization of Classroom Observation Protocol for Undergraduate STEM (COPUS) data

K Denaro, B Sato, A Harlow, A Aebersold… - CBE—Life Sciences …, 2021 - Am Soc Cell Biol
The Classroom Observation Protocol for Undergraduate STEM (COPUS) provides
descriptive feedback to instructors by capturing student and instructor behaviors occurring in …

Collectively improving our teaching: attempting biology department–wide professional development in scientific teaching

MT Owens, G Trujillo, SB Seidel… - CBE—Life Sciences …, 2018 - Am Soc Cell Biol
Many efforts to improve science teaching in higher education focus on a few faculty
members at an institution at a time, with limited published evidence on attempts to engage …

Look who's talking: Teaching and discourse practices across discipline, position, experience, and class size in STEM college classrooms

JS Alkhouri, C Donham, TS Pusey, A Signorini… - …, 2021 - academic.oup.com
Students are more likely to learn in college science, technology, engineering, and math
(STEM) classrooms when instructors use teacher discourse moves (TDMs) that encourage …