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
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![]() <a href="https://www.compadre.org/portal/items/detail.cfm?ID=10467">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.</a>
![]() 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).
![]() 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>.
![]() 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 March 18, 2025, from https://www.compadre.org/Repository/document/ServeFile.cfm?ID=10467&DocID=1927
![]() 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 18 March 2025).
![]() 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. 18 Mar. 2025 <https://www.compadre.org/Repository/document/ServeFile.cfm?ID=10467&DocID=1927>.
![]() @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}
}
![]() %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 ![]() %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 Disclaimer: ComPADRE offers citation styles as a guide only. We cannot offer interpretations about citations as this is an automated procedure. Please refer to the style manuals in the Citation Source Information area for clarifications.
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