When a machine detects student reasoning: a review of machine learning-based formative assessment of mechanistic reasoning

PP Martin, N Graulich - Chemistry Education Research and Practice, 2023 - pubs.rsc.org
In chemistry, reasoning about the underlying mechanisms of observed phenomena lies at
the core of scientific practices. The process of uncovering, analyzing, and interpreting …

[KNYGA][B] Science and engineering for grades 6-12: Investigation and design at the center

K Brenner, N Songer, B Moulding - 2019 - books.google.com
It is essential for today's students to learn about science and engineering in order to make
sense of the world around them and participate as informed members of a democratic …

[HTML][HTML] A review of teacher implemented scaffolding in K-12

S Dominguez, V Svihla - Social Sciences & Humanities Open, 2023 - Elsevier
Although scaffolding—often in the form of help from a teacher—supports students to achieve
more than they can do on their own, prior reviews have not focused on the role of the …

Teachers' formative assessment abilities and their relationship to student learning: Findings from a four-year intervention study

EM Furtak, K Kiemer, RK Circi, R Swanson… - Instructional …, 2016 - Springer
The teaching practices of recognizing and responding to students' ideas during instruction
are often called formative assessment, and can be conceptualized by four abilities …

Identifying a core set of science teaching practices: A Delphi expert panel approach

M Kloser - Journal of Research in Science Teaching, 2014 - Wiley Online Library
Abstract The Framework for K‐12 Science Education details ambitious goals for students'
learning of science content and practices. However, this document provides science …

Exploring new depths: Applying machine learning for the analysis of student argumentation in chemistry

PP Martin, D Kranz, P Wulff… - Journal of Research in …, 2024 - Wiley Online Library
Constructing arguments is essential in science subjects like chemistry. For example,
students in organic chemistry should learn to argue about the plausibility of competing …

Designing, launching, and implementing high quality learning opportunities for students that advance scientific thinking

H Kang, M Windschitl, D Stroupe… - Journal of Research in …, 2016 - Wiley Online Library
Instructional tasks are key features of classroom practice, but little is known about how
different components of tasks—such as selecting or designing tasks for a lesson, launching …

Analysis of organic chemistry students' develo** reasoning elicited by a scaffolded case comparison activity

DB Haas, FM Watts, AJ Dood, GV Shultz - … Education Research and …, 2024 - pubs.rsc.org
Recent efforts in organic chemistry education research focus on investigating activities and
strategies designed to elicit students' mechanistic reasoning. This study investigates how a …

Learning theory, classroom assessment, and equity

H Kang, EM Furtak - Educational Measurement: Issues and …, 2021 - Wiley Online Library
Despite increasing awareness about the role of classroom assessments in perpetuating
educational inequities, the research community continues to struggle with how to support …

Supporting preservice science teachers' ability to attend and respond to student thinking by design

H Kang, CW Anderson - Science Education, 2015 - Wiley Online Library
ABSTRACT A teacher's ability to attend and respond to student thinking is a key instructional
capacity for promoting complex and deeper learning in science classrooms. This qualitative …