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Modeling the Growth and Spread of Infectious Diseases to Teach Computational Thinking

Published: 26 June 2021 Publication History

Abstract

Modeling is commonly employed in school settings to help students develop an understanding of biological systems [3]. By inspecting and modifying the inner workings of their models, students become familiar with causal factors and how they impact the properties of the model. We believe that allowing students to tinker with computational models involves developing the same skills used in computational thinking, such as abstraction, decomposition, analysis, automation, and generalization. In this poster, we discuss the design and implementation of a simulation that models the growth and spread of a hypothetical disease. The goal is to help middle school students develop computational thinking skills while learning how a virus spreads through the human population.

References

[1]
John Conway. 1970. The game of life. Scientific American, Vol. 223, 4 (1970), 4.
[2]
Nina Neulight, Yasmin B Kafai, Linda Kao, Brian Foley, and Cathleen Galas. 2007. Children's participation in a virtual epidemic in the science classroom: Making connections to natural infectious diseases. Journal of Science Education and Technology, Vol. 16, 1 (2007), 47.
[3]
Lara Kathleen Smetana and Randy L Bell. 2012. Computer simulations to support science instruction and learning: A critical review of the literature. International Journal of Science Education, Vol. 34, 9 (2012), 1337--1370.

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  1. Modeling the Growth and Spread of Infectious Diseases to Teach Computational Thinking

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    cover image ACM Conferences
    ITiCSE '21: Proceedings of the 26th ACM Conference on Innovation and Technology in Computer Science Education V. 2
    June 2021
    109 pages
    ISBN:9781450383974
    DOI:10.1145/3456565
    Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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    New York, NY, United States

    Publication History

    Published: 26 June 2021

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    Author Tags

    1. computational thinking
    2. modeling
    3. simulation
    4. stem

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