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 …

Co-Teaching in undergraduate STEM education: a lever for pedagogical change toward evidence-based teaching?

K Haag, SB Pickett, G Trujillo… - CBE—Life Sciences …, 2023 - lifescied.org
Could co-teaching be a mechanism to support the adoption of evidence-based teaching
strategies? Co-teaching has been proposed as a lever for fostering pedagogical change …

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 …

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

KM Cooper, JN Schinske, KD Tanner - CBE—Life Sciences Education, 2021 - lifescied.org
The think–pair–share is a common teaching tool, but how critical is the “share” step in
hel** students achieve learning goals? This feature examines assumptions that …

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 …

Identifying systemic inequity in higher education and opportunities for improvement

K Denaro, K Dennin, M Dennin, B Sato - PloS one, 2022 - journals.plos.org
It is well established that there is a national problem surrounding the equitable participation
in and completion of science, technology, engineering, and mathematics (STEM) higher …

Attention matters: How orchestrating attention may relate to classroom learning

AS Keller, I Davidesco, KD Tanner - CBE—Life Sciences Education, 2020 - lifescied.org
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 …

“Oh, that makes sense”: social metacognition in small-group problem solving

SM Halmo, EK Bremers, S Fuller… - CBE—Life Sciences …, 2022 - lifescied.org
Stronger metacognition, or awareness and regulation of thinking, is related to higher
academic achievement. Most metacognition research has focused at the level of the …

Speech analysis of teaching assistant interventions in small group collaborative problem solving with undergraduate engineering students

CM D'Angelo, RJ Rajarathinam - British Journal of Educational …, 2024 - Wiley Online Library
This descriptive study focuses on using voice activity detection (VAD) algorithms to extract
student speech data in order to better understand the collaboration of small group work and …

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 …