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The effect of generative artificial intelligence (AI)-based tool use on students' computational thinking skills, programming self-efficacy and motivation

📅 January 1, 2023 👤 Ramazan Yılmaz, Fatma Gizem Karaoğlan Yılmaz 📖 Computers and Education Artificial Intelligence 📊 637 citations

🤖 Plain-English Summary

ChatGPT (generative pre-trained transformer) is one of the artificial intelligence (AI) technologies that have started to be used in programming education. In line with this result, it can be said that it may be useful to benefit from AI technologies such as ChatGPT in programming trainings.

🔑 Key Findings

  • However, the effect of using ChatGPT in programming education on learning processes and outcomes is not yet known.
  • This study investigated the effect of programming education using the ChatGPT on students' computational thinking skills, programming self-efficacy, and motivation toward the lesson.
  • The research was conducted on 45 undergraduate students who took a university-level programming course.

💡 Why This Matters

This research advances how AI systems learn, reason, and solve problems — with direct implications for automation and scientific discovery.

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📋 Article Details

Category 🤖 Artificial Intelligence
Published Jan 01, 2023
Journal Computers and Education Artificial Intelligence
Authors Ramazan Yılmaz, Fatma Gizem Karaoğlan Yılmaz
DOI 10.1016/j.caeai.2023.100147
Citations 637
Source OpenAlex

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