A Screen-Based or Physical Computing Unit? Examining Secondary Students’ Attitudes toward Coding

In recent years there has been a growing emphasis placed on access to computational thinking (CT) instruction for every K-12 student in the United States (U.S.). Concurrently, calls for integrating CT concepts within authentic science, technology, engineering, and mathematics (STEM) contexts have also increased. This is reflected by the inclusion of CT in the Next Generation Science Standards and the Standards for Technological and Engineering Literacy. However, methods for teaching CT concepts within secondary level STEM courses vary drastically. Physical computing, the design and programming of physical systems or devices using computational thinking skills, has become increasingly popular in the U.S. in attempts to integrate CT within authentic STEM problem-solving contexts. Despite this rise in popularity, there remains a limited but growing body of research investigating physical computing pedagogy and student learning. A mixed methods design was used in this study to examine 170 middle school students’ attitudes toward coding and after participating in either a screen-based or physical computing unit. The results indicated that students who completed the screen-based unit reported statistically greater attitudes toward the classroom applications and career/future use of computing concepts. Students in the treatment group believed that physical computing made learning computing concepts more difficult, but they preferred the hands-on learning opportunities provided by physical computing. Furthermore, male students reported higher attitudinal ratings than females regarding the influence computing would have on their future academic and career choices. This study provides implications for improving physical computing instruction and integration within STEM education contexts.

©2023. This manuscript version is made available under the CC-BY-NC-ND 4.0 license https://creativecommons.org/licenses/by-nc-nd/4.0/. It should be cited as the following: Love, T. S., & Asempapa, R. (2022). A screen-based or physical computing unit? Examining secondary students’ attitudes toward coding. International Journal of Child-Computer Interaction, 34(100543), 1-16. https://doi.org/10.1016/j.ijcci.2022.100543

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Work Title A Screen-Based or Physical Computing Unit? Examining Secondary Students’ Attitudes toward Coding
Access
Open Access
Creators
  1. Tyler Love
  2. Reuben Asempapa
Keyword
  1. Computational thinking
  2. Physical computing
  3. Integrated STEM education
  4. Design and technology
  5. Technology and engineering education
  6. Tangible interaction
License CC BY-NC-ND 4.0 (Attribution-NonCommercial-NoDerivatives)
Work Type Article
Publisher
  1. International Journal of Child-Computer Interaction
Publication Date October 8, 2022
Publisher Identifier (DOI)
  1. 10.1016/j.ijcci.2022.100543
Related URLs
  1. https://doi.org/10.1016/j.ijcci.2022.100543
Deposited January 21, 2023

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  • Created

    January 21, 2023 15:35 by tsl48

  • Updated

    January 21, 2023 15:35 by [unknown user]

  • Added Creator Tyler Love

    January 21, 2023 15:35 by tsl48

  • Added Creator Reuben Asempapa

    January 21, 2023 15:35 by tsl48

  • Added IJC-CI Physical Computing Article Accepted Version.pdf

    January 21, 2023 15:35 by tsl48

  • Updated Description, License Show Changes

    January 21, 2023 15:36 by tsl48

    Description
    • In recent years there has been a growing emphasis placed on access to computational thinking (CT) instruction for every K-12 student in the United States (U.S.). Concurrently, calls for integrating CT concepts within authentic science, technology, engineering, and mathematics (STEM) contexts have also increased. This is reflected by the inclusion of CT in the Next Generation Science Standards and the Standards for Technological and Engineering Literacy.
    • However, methods for teaching CT concepts within secondary level STEM courses vary drastically. Physical computing, the design and programming of physical systems or devices using computational thinking skills, has become increasingly popular in the U.S. in attempts to integrate CT within authentic STEM problem-solving contexts. Despite this rise in popularity, there remains a limited but growing body of research investigating physical computing pedagogy and student learning. A mixed methods design was used in this study to examine 170
    • middle school students’ attitudes toward coding and after participating in either a screen-based or physical computing unit. The results indicated that students who completed the screen-based unit reported statistically greater attitudes toward the classroom applications and career/future use of computing concepts. Students in the treatment group believed that physical computing made learning computing concepts more difficult, but they preferred the hands-on learning opportunities provided by physical computing. Furthermore, male students reported higher attitudinal ratings than females regarding the influence computing would have on their future academic and career choices. This study provides implications for improving physical computing instruction and integration within STEM education contexts.
    • In recent years there has been a growing emphasis placed on access to computational thinking (CT) instruction for every K-12 student in the United States (U.S.). Concurrently, calls for integrating CT concepts within authentic science, technology, engineering, and mathematics (STEM) contexts have also increased. This is reflected by the inclusion of CT in the Next Generation Science Standards and the Standards for Technological and Engineering Literacy. However, methods for teaching CT concepts within secondary level STEM courses vary drastically. Physical computing, the design and programming of physical systems or devices using computational thinking skills, has become increasingly popular in the U.S. in attempts to integrate CT within authentic STEM problem-solving contexts. Despite this rise in popularity, there remains a limited but growing body of research investigating physical computing pedagogy and student learning. A mixed methods design was used in this study to examine 170 middle school students’ attitudes toward coding and after participating in either a screen-based or physical computing unit. The results indicated that students who completed the screen-based unit reported statistically greater attitudes toward the classroom applications and career/future use of computing concepts. Students in the treatment group believed that physical computing made learning computing concepts more difficult, but they preferred the hands-on learning opportunities provided by physical computing. Furthermore, male students reported higher attitudinal ratings than females regarding the influence computing would have on their future academic and career choices. This study provides implications for improving physical computing instruction and integration within STEM education contexts.
    License
    • https://creativecommons.org/licenses/by-nc-nd/4.0/
  • Published

    January 21, 2023 15:36 by tsl48

  • Updated Publisher, Publication Date Show Changes

    July 16, 2023 09:00 by avs5190

    Publisher
    • Elsevier
    • International Journal of Child-Computer Interaction
    Publication Date
    • 2022-12
    • 2022-10-08
  • Updated

    April 04, 2024 10:21 by [unknown user]