Machine learning for the educational sciences
Abstract Machine learning (ML) provides a powerful framework for the analysis of high‐
dimensional datasets by modelling complex relationships, often encountered in modern …
dimensional datasets by modelling complex relationships, often encountered in modern …
Mediation analysis in discipline-based education research using structural equation modeling: Beyond “what works” to understand how it works, and for whom
Advancing the field of discipline-based education research (DBER) requires developing
theories based on outcomes that integrate across multiple methodologies. Here, we …
theories based on outcomes that integrate across multiple methodologies. Here, we …
Forming groups in a large-enrollment biology class: Group permanence matters more than group size
GL Connell, DA Donovan… - CBE—Life Sciences …, 2023 - Am Soc Cell Biol
Active-learning pedagogies often require group work. We tested aspects of forming groups
in a nonmajors Biology class. We asked whether large or small groups affected student …
in a nonmajors Biology class. We asked whether large or small groups affected student …
Measuring supports from learning assistants that promote engagement in active learning: Evaluating a novel social support instrument
D Hernandez, G Jacomino, U Swamy, K Donis… - International Journal of …, 2021 - Springer
Background Active learning supports student performance, but can be challenging to
implement in large courses. The Learning Assistant (LA) Program is a growing intervention …
implement in large courses. The Learning Assistant (LA) Program is a growing intervention …
The link between fake news susceptibility and political polarization of the youth in the Philippines
This study explores the relationship between political polarization, measured as pro-
administration and opposition support, and vulnerability to online misinformation through a …
administration and opposition support, and vulnerability to online misinformation through a …
What college biology students know about how vaccines work
G Kahlon, F Waheed, MT Owens - CBE—Life Sciences Education, 2022 - Am Soc Cell Biol
Vaccines are an important and societally relevant biology topic, but it is unclear how much
college biology students know about how vaccines work and what inaccurate ideas they …
college biology students know about how vaccines work and what inaccurate ideas they …
Context matters: social psychological factors that underlie academic performance across seven institutions
To enhance equity and diversity in undergraduate biology, recent research in biology
education focuses on best practices that reduce learning barriers for all students and …
education focuses on best practices that reduce learning barriers for all students and …
Relationship between students' online learning behavior and course performance: What contextual information matters?
This study examines whether including more contextual information in data analysis could
improve our ability to identify the relation between students' online learning behavior and …
improve our ability to identify the relation between students' online learning behavior and …
Impact of combination of short lecture and group discussion on the learning of physiology by nonmajor undergraduates
EK Asem, B Rajwa - Advances in Physiology Education, 2023 - journals.physiology.org
This study assessed the impact of an “active learning” strategy employed alone or in
combination with traditional lectures on the learning of mammalian physiology by …
combination with traditional lectures on the learning of mammalian physiology by …
A CURE on the Evolution of Antibiotic Resistance in Escherichia coli Improves Student Conceptual Understanding
S Freeman, J Mukerji, M Sievers… - CBE—Life Sciences …, 2023 - Am Soc Cell Biol
We developed labs on the evolution of antibiotic resistance to assess the costs and benefits
of replacing traditional laboratory exercises in an introductory biology course for majors with …
of replacing traditional laboratory exercises in an introductory biology course for majors with …