Comparing student and generative artificial intelligence chatbot responses to organic chemistry writing-to-learn assignments

FM Watts, AJ Dood, GV Shultz… - Journal of Chemical …, 2023 - ACS Publications
Chemistry education research demonstrates the value of open-ended writing tasks, such as
writing-to-learn (WTL) assignments, for supporting students' learning with topics including …

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

PP Martin, D Kranz, P Wulff… - Journal of Research in …, 2023 - 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 …

A portrait of mwrite as a research program: a review of research on writing-to-learn in stem through the mwrite program

SA Finkenstaedt-Quinn… - … Journal for the …, 2023 - digitalcommons.georgiasouthern …
The writing-to-learn (WTL) literature is varied in how assignments are structured and
implemented in the classroom, making it difficult for instructors to identify how to incorporate …

Students' meaningful learning experiences from participating in organic chemistry writing-to-learn activities

T Gupte, FM Watts, JA Schmidt-McCormack… - … Research and Practice, 2021 - pubs.rsc.org
Teaching organic chemistry requires supporting learning strategies that meaningfully
engage students with the challenging concepts and advanced problem-solving skills …

Considering alternative reaction mechanisms: Students' use of multiple representations to reason about mechanisms for a writing-to-learn assignment

FM Watts, GY Park, MN Petterson… - … Education Research and …, 2022 - pubs.rsc.org
Organic reaction mechanisms are often represented by the electron-pushing formalism and
reaction coordinate diagrams. These representations pose a challenge to students because …

What students write about when students write about mechanisms: analysis of features present in students' written descriptions of an organic reaction mechanism

FM Watts, JA Schmidt-McCormack… - … Research and Practice, 2020 - pubs.rsc.org
Learning to reason through organic reaction mechanisms is challenging for students
because of the volume of reactions covered in introductory organic chemistry and the …

Praxis of Writing-to-Learn: A Model for the Design and Propagation of Writing-to-Learn in STEM

SA Finkenstaedt-Quinn, M Petterson… - Journal of Chemical …, 2021 - ACS Publications
Writing is a key disciplinary practice in STEM used to construct scientific knowledge and
communicate research findings. With its role in the scientific process, writing is often …

Organic chemistry students' written descriptions and explanations of resonance and its influence on reactivity

PB Brandfonbrener, FM Watts… - Journal of Chemical …, 2021 - ACS Publications
Resonance is a fundamental concept that is necessary for students' successful learning in
organic chemistry. However, there is a need to know more about both (1) what students find …

Development of a machine learning-based tool to evaluate correct Lewis acid–base model use in written responses to open-ended formative assessment items

BJ Yik, AJ Dood, DCR De Arellano, KB Fields… - … Research and Practice, 2021 - pubs.rsc.org
Acid–base chemistry is a key reaction motif taught in postsecondary organic chemistry
courses. More specifically, concepts from the Lewis acid–base model are broadly applicable …

Reasoning, granularity, and comparisons in students' arguments on two organic chemistry items

JM Deng, AB Flynn - Chemistry Education Research and Practice, 2021 - pubs.rsc.org
In a world facing complex global challenges, citizens around the world need to be able to
engage in scientific reasoning and argumentation supported by evidence. Chemistry …