Coding in scientific modeling lessons (CS-ModeL)

Lucas Vasconcelos, Chan Min Kim

Research output: Contribution to journalArticle

Abstract

Learning standards for K-12 science education emphasize the importance of engaging students in practices that scientists perform in their profession. K-12 teachers are expected to engage students in scientific modeling, which entails constructing, testing, evaluating, and revising their own models of science phenomena while pursuing an epistemic goal. However, conceptualizing models of unobservable science phenomena without support is daunting for students. We propose that creating science simulations with block-based coding in Scratch is a promising approach to support student’s scientific modeling and learning to code. However, research indicates that preservice and in-service science teachers often hold a deficient understanding of scientific modeling instruction, and lack experience teaching with coding. Professional learning on use of block-based coding in scientific modeling instruction is needed though such interdisciplinary research is scarce. In this paper, we review pertinent literature and propose five guidelines for teacher educators striving to offer such professional learning. The guidelines informed the design and development of coding in scientific modeling lessons (CS-ModeL), which is a module and an online tool for scaffolding teachers’ learning to code science simulations, and to integrate simulation coding activities into scientific modeling lessons, respectively. We discuss how guidelines informed the design and development of CS-ModeL, as well as plans for future research.

Original languageEnglish (US)
JournalEducational Technology Research and Development
DOIs
StateAccepted/In press - Jan 1 2019

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coding
science
learning
teacher
simulation
student
instruction
interdisciplinary research
profession
educator
lack
Teaching
education
experience

All Science Journal Classification (ASJC) codes

  • Education

Cite this

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title = "Coding in scientific modeling lessons (CS-ModeL)",
abstract = "Learning standards for K-12 science education emphasize the importance of engaging students in practices that scientists perform in their profession. K-12 teachers are expected to engage students in scientific modeling, which entails constructing, testing, evaluating, and revising their own models of science phenomena while pursuing an epistemic goal. However, conceptualizing models of unobservable science phenomena without support is daunting for students. We propose that creating science simulations with block-based coding in Scratch is a promising approach to support student’s scientific modeling and learning to code. However, research indicates that preservice and in-service science teachers often hold a deficient understanding of scientific modeling instruction, and lack experience teaching with coding. Professional learning on use of block-based coding in scientific modeling instruction is needed though such interdisciplinary research is scarce. In this paper, we review pertinent literature and propose five guidelines for teacher educators striving to offer such professional learning. The guidelines informed the design and development of coding in scientific modeling lessons (CS-ModeL), which is a module and an online tool for scaffolding teachers’ learning to code science simulations, and to integrate simulation coding activities into scientific modeling lessons, respectively. We discuss how guidelines informed the design and development of CS-ModeL, as well as plans for future research.",
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Coding in scientific modeling lessons (CS-ModeL). / Vasconcelos, Lucas; Kim, Chan Min.

In: Educational Technology Research and Development, 01.01.2019.

Research output: Contribution to journalArticle

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