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Characterizing Complexity of Computer Simulations and Implications for Student Learning
written by Noah S. Podolefsky, Wendy K. Adams, Kelly Lancaster, and Katherine Perkins
Interactive simulations can be engaging tools for student learning, allowing students to explore phenomena by asking questions and seeking answers through use of the sim. PhET simulations allow this process to happen dynamically so that students can continuously probe and explore the underlying science. For students to use simulations productively, understanding the science in the simulation must be challenging enough to maintain students' interest, but not so challenging that students are overwhelmed. A key aspect of achieving a good balance is the complexity of the simulation for students. We have formulated an initial model to quantify complexity based on the number, range, and effects of controls and representations within a simulation. We account for students' prior knowledge by adjusting the measured complexity depending on how students interpret the representations and conceptual connections within the simulation. Implications for simulation design and student engagement will be discussed in light of preliminary interview data.
Physics Education Research Conference 2010
Part of the PER Conference series
Portland, Oregon: July 21-22, 2010
Volume 1289, Pages 257-260
Subjects Levels Resource Types
Education Practices
- Active Learning
- Instructional Material Design
= Simulation
- Lower Undergraduate
- Upper Undergraduate
- Reference Material
= Report
= Research study
Intended Users Formats Ratings
- Researchers
- Professional/Practitioners
- application/pdf
- non-digital
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Mirror:
https://doi.org/10.1063/1.3515215
Access Rights:
Limited free access and
Available for purchase
A preprint of the work is available. A hard copy of the PERC 2010 proceedings is available for purchase from the AIP.
Restriction:
© 2010 American Institute of Physics
DOI:
10.1063/1.3515215
NSF Number:
0817582
PACS:
01.40.Fk
Keywords:
complexity, physics education research, PERC 2010, PhET, computer simulations
Record Cloner:
Metadata instance created November 2, 2010 by Alea Smith
Record Updated:
May 1, 2013 by Lyle Barbato
Last Update
when Cataloged:
August 24, 2010
Other Collections:

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Record Link
AIP Format
N. Podolefsky, W. Adams, K. Lancaster, and K. Perkins, , presented at the Physics Education Research Conference 2010, Portland, Oregon, 2010, WWW Document, (https://www.compadre.org/Repository/document/ServeFile.cfm?ID=10467&DocID=1927).
AJP/PRST-PER
N. Podolefsky, W. Adams, K. Lancaster, and K. Perkins, Characterizing Complexity of Computer Simulations and Implications for Student Learning, presented at the Physics Education Research Conference 2010, Portland, Oregon, 2010, <https://www.compadre.org/Repository/document/ServeFile.cfm?ID=10467&DocID=1927>.
APA Format
Podolefsky, N., Adams, W., Lancaster, K., & Perkins, K. (2010, July 21-22). Characterizing Complexity of Computer Simulations and Implications for Student Learning. Paper presented at Physics Education Research Conference 2010, Portland, Oregon. Retrieved April 20, 2024, from https://www.compadre.org/Repository/document/ServeFile.cfm?ID=10467&DocID=1927
Chicago Format
Podolefsky, N, W. Adams, K. Lancaster, and K. Perkins. "Characterizing Complexity of Computer Simulations and Implications for Student Learning." Paper presented at the Physics Education Research Conference 2010, Portland, Oregon, July 21-22, 2010. https://www.compadre.org/Repository/document/ServeFile.cfm?ID=10467&DocID=1927 (accessed 20 April 2024).
MLA Format
Podolefsky, Noah S., Wendy Adams, Kelly Lancaster, and Katherine Perkins. "Characterizing Complexity of Computer Simulations and Implications for Student Learning." Physics Education Research Conference 2010. Portland, Oregon: 2010. 257-260 Vol. 1289 of PER Conference. 20 Apr. 2024 <https://www.compadre.org/Repository/document/ServeFile.cfm?ID=10467&DocID=1927>.
BibTeX Export Format
@inproceedings{ Author = "Noah S. Podolefsky and Wendy Adams and Kelly Lancaster and Katherine Perkins", Title = {Characterizing Complexity of Computer Simulations and Implications for Student Learning}, BookTitle = {Physics Education Research Conference 2010}, Pages = {257-260}, Address = {Portland, Oregon}, Series = {PER Conference}, Volume = {1289}, Month = {July 21-22}, Year = {2010} }
Refer Export Format

%A Noah S. Podolefsky %A Wendy Adams %A Kelly Lancaster %A Katherine Perkins %T Characterizing Complexity of Computer Simulations and Implications for Student Learning %S PER Conference %V 1289 %D July 21-22 2010 %P 257-260 %C Portland, Oregon %U https://www.compadre.org/Repository/document/ServeFile.cfm?ID=10467&DocID=1927 %O Physics Education Research Conference 2010 %O July 21-22 %O application/pdf

EndNote Export Format

%0 Conference Proceedings %A Podolefsky, Noah S. %A Adams, Wendy %A Lancaster, Kelly %A Perkins, Katherine %D July 21-22 2010 %T Characterizing Complexity of Computer Simulations and Implications for Student Learning %B Physics Education Research Conference 2010 %C Portland, Oregon %V 1289 %P 257-260 %S PER Conference %8 July 21-22 %U https://www.compadre.org/Repository/document/ServeFile.cfm?ID=10467&DocID=1927


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