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Programming experience associated with neural efficiency during figural reasoning.

Birgit Helmlinger1, Markus Sommer1, Martina Feldhammer-Kahr1

  • 1Institute of Psychology, University of Graz, Universitätsplatz 2, 8010, Graz, Austria.

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Programming experience enhances cognitive abilities. Programmers show improved performance and more efficient neural processing in figural reasoning tasks, suggesting a link between computational thinking and problem-solving skills.

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Area of Science:

  • Cognitive Neuroscience
  • Neuroscience of Expertise
  • Computational Thinking Research

Background:

  • Programming experience may foster computational thinking, applicable to complex problem-solving.
  • Understanding the neural basis of this cognitive advantage is crucial.

Purpose of the Study:

  • To investigate neural processes underlying programming experience.
  • To compare reasoning task performance and neural activity between programmers and non-programmers.

Main Methods:

  • Utilized multi-channel electroencephalography (EEG) to measure alpha and theta power and brain connectivity.
  • Assessed participants (N=20 programmers, N=21 non-programmers) on Figural Inductive Reasoning (FIR), Numerical Inductive Reasoning (NIR), and Verbal Deductive Reasoning (VDR) tasks.
  • Analyzed task-related changes in neural activity and brain connectivity.

Main Results:

  • Programmers demonstrated superior performance on the FIR task compared to non-programmers.
  • Programmers exhibited more efficient neural processing (lower brain activation and connectivity) during FIR tasks, particularly easier ones.
  • Group differences were specific to FIR, aligning with programming's reliance on pattern recognition and rule application, not NIR or VDR.

Conclusions:

  • Programming experience is associated with enhanced performance and neural efficiency in specific problem-solving tasks.
  • Neural efficiency in programmers suggests cognitive adaptations related to computational thinking.
  • Findings highlight the transferability of programming-related cognitive skills to other domains, like figural reasoning.