Litcius/Paper detail

The relationship between Executive Functions and Computational Thinking

Judy Robertson, Stuart Gray, Martin Toye, Josephine N. Booth

2020International Journal of Computer Science Education in Schools43 citationsDOIOpen Access PDF

Abstract

We argue that understanding the cognitive foundations of computational thinking will assist educators to improve children’s learning in computing. We explain the conceptual relationship between executive functions and aspects of computational thinking. We present exploratory empirical data from 23 eleven year old learners which investigates the correlation between assessments of programming and debugging in the visual language Scratch and scores from the BRIEF 2 assessment of executive functions. The initial data shows moderate to large correlations between assessments of debugging and programming with the BRIEF2 teachers’ rating of executive function as manifested in classroom behaviour. Case studies from the empirical data are used to qualitatively illustrate how executive functions relate to a game making task. We discuss the implications of these findings for educators, and present suggestions for future work.

Topics & Concepts

Computational thinkingDebuggingExecutive functionsFunction (biology)CognitionTask (project management)Empirical researchCognitive psychologyComputer sciencePsychologyMathematics educationCognitive scienceProgramming languageManagementMathematicsEconomicsEvolutionary biologyNeuroscienceStatisticsBiologyTeaching and Learning ProgrammingChild and Animal Learning DevelopmentOnline Learning and Analytics