activity
20182026
most citedThematic Analysis of 18 Years of PERC Proceedings using Natural Language Processing

45 citations · 124 across the 20 of their papers we have counts for

collaborators

20 papers

math.HO2026

Diverse yet consistent: How mathematicians position computational thinking across research and teaching

Jan-Fredrik Olsen, Tor Ole B Odden, Elise Lockwood

Recent research in mathematics education points to an "epistemic clash" when programming and computational thinking (CT) are leveraged alongside more established forms of mathemati…

math.HO2026

How Disciplinary Norms Influence Mathematicians' Views of Programming in Undergraduate Mathematics

Jan-Fredrik Olsen, Tor Ole B Odden

Programming is deeply embedded in contemporary mathematical practice, yet its epistemic status in university mathematics teaching remains contested. Little is known about how mathe…

physics.ed-ph2026

How undergraduate physics students use generative AI for computational modeling

Karl Henrik Fredly, Tor Ole B. Odden, Benjamin M. Zwickl

Generative artificial intelligence (genAI) is becoming increasingly prevalent and capable in physics, particularly for programming-related tasks. How, then, does genAI affect stude…

physics.ed-ph2026

Same Activity, Divergent Impacts: Representing Paths Towards Physics Computational Literacy and Physics Identity with Conjecture Mapping-Based Narrative Analysis

Sarah McHale, Tor Ole B. Odden, Ken Heller

Integrating computation into physics teaching is a curricular move that, at present, has been predominately studied for its cognitive impacts. However, if this modality of instruct…

physics.ed-ph2026

Studying Impact and Intent of Design: Conjecture Mapping for Affect-Centered Analysis

Sarah McHale, Tor Ole B. Odden, Ken Heller

Physics education researchers have argued that authentic physics education includes computation as part of a physics student's training, and many parties have made efforts towards…

physics.ed-ph2025

How Physics Professors Use and Frame Generative AI Tools

Vidar Skogvoll, Tor Ole Odden

Generative AI is rapidly reshaping how physicists teach, learn, and conduct research, yet little is known about how physics faculty are responding to these changes. We interviewed…

cs.CL2025

A Framework for Deductive Semantic Content Analysis at Scale in Science Education Using Text Embeddings

Jonas Timmann Mjaaland, Markus Fleten Kreutzer, Halvor Tyseng +5

Qualitative content analysis of open-ended survey responses is a commonly used research method in science education. However, traditional coding approaches are often time-consuming…

physics.ed-ph2025

Physics Computational Literacy: Programming, modeling and collaboration at the journeyman level

Karl Henrik Fredly, Tor Ole B. Odden, Benjamin M. Zwickl

Computation has become an integral part of physics research. However, little is known about how students learn to productively use computation as a tool beyond the introductory lev…

physics.ed-ph2025★ 2 cited

Uncovering shifts in the history of Physics education: a systematic, NLP-based, thematic analysis of articles from The Physics Teacher and Physics Education journals (1966-2019)

Martina Caramaschi, Tor Ole B. Odden

This study explores the thematic evolution of articles in The Physics Teacher and Physics Education journals, over a critical period in modern history, from the Cold War era to the…

physics.ed-ph2024

How Physics Students Develop Disciplinary Computational Literacy

Tor Ole B. Odden, Benjamin Zwickl

Computation has revolutionized science and is gradually making its way into science teaching and learning. However, we currently lack theoretical frameworks to make sense of how st…

physics.ed-ph2024

Using Text Embeddings for Deductive Qualitative Research at Scale in Physics Education

Tor Ole B. Odden, Halvor Tyseng, Jonas Timmann Mjaaland +2

We propose a technique for performing deductive qualitative data analysis at scale on text-based data. Using a natural language processing technique known as text embeddings, we cr…

physics.ed-ph2023

How do we assess computation in physics?

Hannah C. Sabo, Tor Ole B. Odden, Marcos D. Caballero

In recent years, computing has become an important part of the way we teach and learn physics. Teachers, both at high school and college levels, now use computational activities in…

physics.ed-ph2021

Using Computational Essays to Redistribute Epistemic Agency in Undergraduate Science

Tor Ole B. Odden, Devin Silvia, Anders Malthe-Sørenssen

This article reports on a study investigating how computational essays can be used to redistribute epistemic agency--cognitive control and responsibility over one's own learning--t…

physics.ed-ph2020★ 2 cited

What does it mean to "make sense" of physics?

Tor Ole B. Odden

What does it mean to "make sense" of physics? It's not a simple question. Most people have an intuitive feeling for when things do (or do not) make sense to them. But, putting this…

physics.ed-ph2020★ 45 cited

Thematic Analysis of 18 Years of PERC Proceedings using Natural Language Processing

Tor Ole B. Odden, Alessandro Marin, Marcos D. Caballero

We have used an unsupervised machine learning method called Latent Dirichlet Allocation (LDA) to thematically analyze all papers published in the Physics Education Research Confere…

physics.ed-ph2019★ 27 cited

Physics Computational Literacy: An Exploratory Case Study Using Computational Essays

Tor Ole B. Odden, Elise Lockwood, Marcos D. Caballero

Computation is becoming an increasingly important part of physics education. However, there are currently few theories of learning that can be used to help explain and predict the…

physics.ed-ph2019★ 1 cited

Computational Essays: An Avenue for Scientific Creativity in Physics

Tor Ole B. Odden, Marcos D. Caballero

Computation holds great potential for introducing new opportunities for creativity and exploration into the physics curriculum. At the University of Oslo we have begun development…

physics.ed-ph2019★ 10 cited

Computational Essays in the Physics Classroom

Tor Ole B. Odden, John Burk

Writing and argumentation are critical to both professional physics and physics education. However, the skill of making an extended argument in writing is often overlooked in physi…

physics.ed-ph2018★ 6 cited

How computation can facilitate sensemaking about physics: A case study

Odd Petter Sand, Tor Ole B. Odden, Christine Lindstrøm +1

We present a case study featuring a first-year bio-science university student using computation to solve a radioactive decay problem and interpret the results. In a semi-structured…

physics.ed-ph2018★ 31 cited

Recurring questions that sustain the sensemaking frame

Tor Ole B. Odden, Rosemary S. Russ

Many physics instructors aim to support student sensemaking in their classrooms. However, this can be challenging since instances of sensemaking tend to be short-lived, with studen…