Discovering computational thinking in everyday problem solving: A multiple case study of route planning

Ndudi O. EZEAMUZIE, Jessica S. C. LEUNG, Raycelle C. C. GARCIA, Fridolin Sze Thou TING

Research output: Contribution to journalArticlespeer-review

1 Citation (Scopus)

Abstract

Background: The idea of computational thinking is underpinned by the belief that anyone can learn and use the underlying concepts of computer science to solve everyday problems. However, most studies on the topic have investigated the development of computational thinking through programming activities, which are cognitively demanding. There is a dearth of evidence on how computational thinking augments everyday problem solving when it is decontextualized from programming. 

Objectives: In this study, we examined how computational thinking, when untangled from the haze of programming, is demonstrated in everyday problem solving, and investigated the features of such solvable problems. 

Methods: Using a multiple case study approach, we tracked how seven university students used computational thinking to solve the everyday problem of a route planning task as part of an 8-week-long Python programming course. 

Results and Conclusions: Computational thinking practices are latent in everyday problems, and intentionally structuring everyday problems is valuable for discovering the applicability of computational thinking. Decomposition and abstraction are prominent computational thinking components used to simplify everyday problem solving. 

Implications: It is important to strike a balance between the correctness of algorithms and simplification of the process of everyday problem solving. Copyright © 2022 John Wiley & Sons Ltd.

Original languageEnglish
JournalJournal of Computer Assisted Learning
Early online dateAug 2022
DOIs
Publication statusE-pub ahead of print - Aug 2022

Citation

Ezeamuzie, N. O., Leung, J. S. C., Garcia, R. C. C., & Ting, F. S. T. (2022). Discovering computational thinking in everyday problem solving: A multiple case study of route planning. Journal of Computer Assisted Learning. Advance online publication. doi: 10.1111/jcal.12720

Keywords

  • Abstraction
  • Algorithm
  • Computational thinking
  • Problem solving
  • Programming

Fingerprint

Dive into the research topics of 'Discovering computational thinking in everyday problem solving: A multiple case study of route planning'. Together they form a unique fingerprint.