Marcos Caballero

Image of Marcos Caballero
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Visiting address Sem Sælands vei 24 Ekspedisjonens rom v144 Fysikkbygningen 0371 Oslo
Postal address Postboks 1048 Blindern 0316 Oslo

I’m a physics education researcher who studies how tools and science practices affect student learning in physics, and the conditions and environments that support or inhibit this learning.

I earned my B.S. in physics from the University of Texas at Austin in 2004. I worked on opto-microfluidics transport and control experiments at the Georgia Institute of Technology earning my M.S. in physics before shifting my research focus to physics education. I helped found the Georgia Tech Physics Education Research group in 2007 and earned the first physics education focused Ph.D. from Georgia Tech in 2011 working on computational modeling instruction and practice. I moved to the University of Colorado Boulder as a postdoctoral researcher and helped transform upper-division physics courses to more active learning environments.

I conduct research from the high school to the upper-division and am particularly interested in how students learn physics through their use of tools such as mathematics and computing. My work employs cognitive and sociocultural theories of learning and aims to blend these perspectives to enhance physics instruction at all levels. My projects range from the fine-grained (e.g., how students understand particular elements of code) to the course-scale (e.g., how students learn to model systems in electromagnetism) to the very broad (e.g., how does computing affect learning across a degree program?). Presently, I am an associate professor at Michigan State University and at the University of Oslo.

 

Publications

  • Odden, Tor Ole Bigton & Caballero, Marcos (2023). Physics Computational Literacy: What, Why, and How? In Taşar, Mehmet Fatih & Heron, Paula R. L. (Ed.), The International Handbook of Physics Education Research: Learning Physics. AIP Publishing (American Institute of Physics). ISSN 978-0-7354-2547-7. p. 1–28. doi: doi.org/10.1063/9780735425477. Full text in Research Archive
  • Vignal, Michael; Geschwind, Gayle; Pollard, Benjamin; Henderson, Rachel; Caballero, Marcos & Lewandowski, H.J. (2023). Survey of physics reasoning on uncertainty concepts in experiments: An assessment of measurement uncertainty for introductory physics labs. Physical Review Physics Education Research. ISSN 2469-9896. 19(2). doi: 10.1103/PhysRevPhysEducRes.19.020139. Full text in Research Archive
  • Young, Nicholas T.; Verboncoeur, N.; Lam, Dao Chi & Caballero, Marcos (2023). Rubric-based holistic review represents a change from traditional graduate admissions approaches in physics. Physical Review Physics Education Research. ISSN 2469-9896. 19(1). doi: 10.1103/PhysRevPhysEducRes.19.010134. Full text in Research Archive
  • Young, Nicholas T.; Tollefson, K.; Zegers, Remco G. T. & Caballero, Marcos (2022). Rubric-based holistic review: A promising route to equitable graduate admissions in physics. Physical Review Physics Education Research. ISSN 2469-9896. 18(2). doi: 10.1103/PhysRevPhysEducRes.18.020140. Full text in Research Archive
  • Weller, Daniel P.; Bott, Theodore E.; Caballero, Marcos & Irving, Paul W. (2022). Development and illustration of a framework for computational thinking practices in introductory physics. Physical Review Physics Education Research. ISSN 2469-9896. 18(2). doi: 10.1103/PhysRevPhysEducRes.18.020106. Full text in Research Archive
  • Hamerski, Paul C.; McPadden, Daryl; Caballero, Marcos & Irving, Paul W. (2022). Students' perspectives on computational challenges in physics class. Physical Review Physics Education Research. ISSN 2469-9896. 18(2). doi: 10.1103/PhysRevPhysEducRes.18.020109. Full text in Research Archive
  • Wilson, Joseph; Pollard, Benjamin; Aiken, John; Caballero, Marcos & Lewandowski, H.J. (2022). Classification of open-ended responses to a research-based assessment using natural language processing. Physical Review Physics Education Research. ISSN 2469-9896. 18(1), p. 010141-1–010141-16. doi: 10.1103/PhysRevPhysEducRes.18.010141. Full text in Research Archive
  • Sand, Odd Petter; Lockwood, Elise; Caballero, Marcos & Mørken, Knut Martin (2022). Three cases that demonstrate how students connect the domains of mathematics and computing. Journal of Mathematical Behavior. ISSN 0732-3123. 67. doi: 10.1016/j.jmathb.2022.100955. Full text in Research Archive
  • Sand, Odd Petter; Lockwood, Elise; Caballero, Marcos & Mørken, Knut Martin (2022). Students’ Development of a Logarithm Function in Python Using Taylor Expansions: a Teaching Design Case Study. Digital Experiences in Mathematics Education. ISSN 2199-3246. doi: 10.1007/s40751-022-00104-3.
  • Young, Nicholas T. & Caballero, Marcos (2021). Predictive and Explanatory Models Might Miss Informative Features in Educational Data. Journal of Educational Data Mining (JEDM). 13(4), p. 31–86. doi: 10.5281/zenodo.5806830.
  • Young, Nicholas T. & Caballero, Marcos (2021). Physics Graduate Record Exam does not help applicants "stand out". Physical Review Physics Education Research. ISSN 2469-9896. 17(1). doi: 10.1103/PhysRevPhysEducRes.17.010144. Full text in Research Archive
  • Pollard, Benjamin; Hobbs, Robert; Henderson, Rachel; Caballero, Marcos & Lewandowski, Heather (2021). Introductory physics lab instructors' perspectives on measurement uncertainty. Physical Review Physics Education Research. ISSN 2469-9896. 17(1). doi: 10.1103/PhysRevPhysEducRes.17.010133. Full text in Research Archive
  • Aiken, John Mark; De Bin, Riccardo; Lewandowski, Heather & Caballero, Marcos Daniel (2021). Framework for evaluating statistical models in physics education research. Physical Review Physics Education Research. ISSN 2469-9896. 17(2). doi: 10.1103/PhysRevPhysEducRes.17.020104. Full text in Research Archive
  • Irving, Paul W.; McPadden, Daryl & Caballero, Marcos (2020). Communities of practice as a curriculum design theory in an introductory physics class for engineers. Physical Review Physics Education Research. ISSN 2469-9896. 16:020143(2), p. 1–31. doi: 10.1103/PhysRevPhysEducRes.16.020143.
  • Bain, Kinsey; Bender, Lydia; Bergeron, Paul; Caballero, Marcos Daniel; Carmel, Justin H. & Duffy, Erin M. [Show all 20 contributors for this article] (2020). Characterizing college science instruction: The Three-Dimensional Learning Observation Protocol. PLOS ONE. ISSN 1932-6203. 15(6), p. 1–20. doi: 10.1371/journal.pone.0234640. Full text in Research Archive
  • Aiken, John Mark; De Bin, Riccardo; Hjorth-Jensen, Morten & Caballero, Marcos Daniel (2020). Predicting time to graduation at a large enrollment American university. PLOS ONE. ISSN 1932-6203. doi: 10.1371/journal.pone.0242334. Full text in Research Archive
  • Pawlak, Alanna; Irving, Paul W. & Caballero, Marcos Daniel (2020). Learning assistant approaches to teaching computational physics problems in a problem-based learning course. Physical Review Physics Education Research. ISSN 2469-9896. 16(1). doi: 10.1103/PHYSREVPHYSEDUCRES.16.010139. Full text in Research Archive
  • Odden, Tor Ole; Marin, Alessandro & Caballero, Marcos Daniel (2020). Thematic analysis of 18 years of physics education research conference proceedings using natural language processing. Physical Review Physics Education Research. ISSN 2469-9896. 16(1). doi: 10.1103/PhysRevPhysEducRes.16.010142. Full text in Research Archive
  • Funkhouser, Kelsey; Martinez, William M; Henderson, Rachel & Caballero, Marcos Daniel (2019). Design, analysis, tools, and apprenticeship (DATA) Lab. European Journal of Physics. ISSN 0143-0807. 40(6), p. 1–20. doi: 10.1088/1361-6404/ab2f0d.
  • Odden, Tor Ole & Caballero, Marcos Daniel (2019). Computational Essays: An Avenue for Scientific Creativity in Physics. Physics Education Research Conference Proceedings. ISSN 1539-9028. doi: 10.1119/perc.2019.pr.Odden. Full text in Research Archive
  • Odden, Tor Ole; Lockwood, Elise & Caballero, Marcos Daniel (2019). Physics computational literacy: An exploratory case study using computational essays. Physical Review Physics Education Research. ISSN 2469-9896. 15(2). doi: 10.1103/PhysRevPhysEducRes.15.020152. Full text in Research Archive
  • Aiken, John Mark; Henderson, Rachel & Caballero, Marcos Daniel (2019). Modeling student pathways in a physics bachelor's degree program. Physical Review Physics Education Research. ISSN 2469-9896. 15(1), p. 1–17. doi: 10.1103/PhysRevPhysEducRes.15.010128. Full text in Research Archive
  • Young, Nicholas; Allen, Grant; Aiken, John Mark; Henderson, Rachel & Caballero, Marcos Daniel (2019). Identifying features predictive of faculty integrating computation into physics courses. Physical Review Physics Education Research. ISSN 2469-9896. 15(1). doi: 10.1103/PhysRevPhysEducRes.15.010114. Full text in Research Archive
  • Griswold, Kristina; McPadden, Daryl; Caballero, Marcos & Irving, Paul (2018). Denoting and comparing leadership attributes and behaviors in group work. Physics Education Research Conference Proceedings. ISSN 1539-9028. 2018. doi: 10.1119/perc.2018.pr.Griswold.
  • Solli, Robert; Aiken, John Mark; Henderson, Rachel & Caballero, Marcos (2018). Examining the relationship between student performance and video interactions. Physics Education Research Conference Proceedings. ISSN 1539-9028. 2018. doi: 10.1119/perc.2018.pr.Solli.
  • Leary, Ashleigh; Irving, Paul W. & Caballero, Marcos Daniel (2018). The difficulties associated with integrating computation into undergraduate physics. Physics Education Research Conference Proceedings. ISSN 1539-9028. 2018, p. 1–4. doi: 10.1119/perc.2018.pr.leary.
  • Funkhouser, Kelsey; Caballero, Marcos Daniel; Irving, Paul W. & Sawtelle, Vashti (2018). What counts in laboratories: Toward a practice-based identity survey. Physics Education Research Conference Proceedings. ISSN 1539-9028. 2018, p. 1–4. doi: 10.1119/perc.2018.pr.funkhouser.
  • Caballero, Marcos Daniel & Merner, Laura (2018). Prevalence and nature of computational instruction in undergraduate physics programs across the United States. Physical Review Physics Education Research. ISSN 2469-9896. 14(2), p. 1–10. doi: 10.1103/PhysRevPhysEducRes.14.020129. Full text in Research Archive
  • Sand, Odd Petter; Odden, Tor Ole; Lindstrøm, Christine & Caballero, Marcos Daniel (2018). How computation can facilitate sensemaking about physics: A case study. Physics Education Research Conference Proceedings. ISSN 1539-9028. p. 1–4. doi: 10.1119/perc.2018.pr.Sand. Full text in Research Archive
  • Pawlak, Alanna; Irving, Paul W & Caballero, Marcos Daniel (2018). Development of the Modes of Collaboration framework. Physical Review Physics Education Research. ISSN 2469-9896. 14(1), p. 1–14. doi: 10.1103/PhysRevPhysEducRes.14.010101. Full text in Research Archive
  • Laverty, James T & Caballero, Marcos Daniel (2018). Analysis of the most common concept inventories in physics: What are we assessing? Physical Review Physics Education Research. ISSN 2469-9896. 14(1). doi: 10.1103/PhysRevPhysEducRes.14.010123. Full text in Research Archive
  • Laverty, James T; Underwood, Sonia M; Matz, Rebecca L; Posey, Lynmarie A; Carmel, Justin H & Caballero, Marcos Daniel [Show all 10 contributors for this article] (2017). Comment on "analyzing the Role of Science Practices in ACS Exam Items". Journal of Chemical Education. ISSN 0021-9584. 94(6), p. 673–674. doi: 10.1021/acs.jchemed.7b00170.
  • Caballero, Marcos Daniel; Doughty, Leanne; Turnbull, Anna M; Pepper, Rachel E & Pollock, Steven J (2017). Assessing learning outcomes in middle-division classical mechanics: The Colorado Classical Mechanics and Math Methods Instrument. Physical Review Physics Education Research. ISSN 2469-9896. 13(1). doi: 10.1103/PhysRevPhysEducRes.13.010118.
  • Irving, Paul W; Obsniuk, Michael J & Caballero, Marcos Daniel (2017). P3: a practice focused learning environment. European Journal of Physics. ISSN 0143-0807. 38(5). doi: 10.1088/1361-6404/aa7529.

View all works in Cristin

  • Sand, Odd Petter; Lockwood, Elise; Caballero, Marcos & Mørken, Knut Martin (2022). Four Patterns in Students’ Connections Between Mathematics and Computing.
  • Knaub, Alexis V.; Aiken, John & Caballero, Marcos (2019). Editorial: Focused Collection: Quantitative Methods in PER: A Critical Examination. Physical Review Physics Education Research. ISSN 2469-9896. 15(2). doi: 10.1103/PhysRevPhysEducRes.15.020001.
  • Sand, Odd Petter; Odden, Tor Ole; Lindstrøm, Christine & Caballero, Marcos Daniel (2018). How computation can facilitate sensemaking about physics.

View all works in Cristin

Published Feb. 21, 2018 12:21 PM - Last modified Oct. 9, 2018 3:56 PM