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A MOOC on Computational Thinking for All: Pedagogical Principles, Challenges, and Their Application

Noa Ragonis, Orit Hazzan

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

For the last two decades, the world of pre-academic and academic education has been occupied with ways of developing computational thinking. Responding to the common perception to develop those thinking skills in all learners, and indeed in the entire population, we developed a MOOC on computational thinking. The course advocates the development of computational thinking skills in every human being, at any age, and in any subject matter, emphasizing the common, essential computational thinking skills: problem decomposition, abstraction, and generalization. Based on our belief in the importance of the application of computational thinking skills when using computerized environments, and the importance of its significant application in developing an understanding of any discipline, the course is based on the development of simulations of computational processes in any area of knowledge. We widely discuss the pedagogical challenges of developing a MOOC on thinking skills without teacher-learner interaction, and share how we overcame these challenges by implementing the Four Pedagogies for Developing Computational Thinking (4P4CT) framework, which integrates the pedagogies of active learning, project-based learning, product-based learning, and context-based learning. We present preliminary findings from research we conducted during the first two MOOC cycles with about 1,600 learners. Specifically, quantitative and qualitative data analysis of students' learning processes are discussed, reflecting the students' multi-faceted and deep engagement in the MOOC.

Original languageEnglish
Title of host publicationProceedings - 2022 International Conference on Computational Science and Computational Intelligence, CSCI 2022
Pages1943-1949
Number of pages7
ISBN (Electronic)9798350320282
DOIs
StatePublished - 2022
Event2022 International Conference on Computational Science and Computational Intelligence, CSCI 2022 - Las Vegas, United States
Duration: 14 Dec 202216 Dec 2022

Publication series

NameProceedings - 2022 International Conference on Computational Science and Computational Intelligence, CSCI 2022

Conference

Conference2022 International Conference on Computational Science and Computational Intelligence, CSCI 2022
Country/TerritoryUnited States
CityLas Vegas
Period14/12/2216/12/22

Keywords

  • 4P4CT
  • MOOC
  • active learning
  • computational thinking
  • context-based learning
  • product-based learning
  • project-based learning
  • teacher education

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence
  • Computer Science Applications
  • Hardware and Architecture
  • Information Systems
  • Control and Optimization

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