Impact of Artificial Intelligence Technology on Students' Computational and Reflective Thinking in a Computer Programming Course

ABSTRACT This study examined impact of artificial intelligent technology on computational and reflective thinking skills development in a computer programming course. With intact classes and a nonequivalent pretest‐posttest group, the study adopted a quasi‐experimental research design. Hundred and t...

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Published inComputer applications in engineering education Vol. 33; no. 3
Main Authors Omeh, Christian Basil, Olelewe, Chijioke Jonathan, Ohanu, Ifeanyi Benedict
Format Journal Article
LanguageEnglish
Published Hoboken Wiley Subscription Services, Inc 01.05.2025
Subjects
Artificial intelligence
artificial intelligent technology
Colleges & universities
computational thinking skills
Computer programming
Critical thinking
Distance learning
innovative pedagogy
Machine learning
reflective thinking skill
Skills
Students
Online AccessGet full text
ISSN1061-3773
1099-0542
DOI10.1002/cae.70052

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Abstract ABSTRACT This study examined impact of artificial intelligent technology on computational and reflective thinking skills development in a computer programming course. With intact classes and a nonequivalent pretest‐posttest group, the study adopted a quasi‐experimental research design. Hundred and twenty second‐year students studying computer science education and enrolled in computer programming courses (COS 201 and COS 202) at six universities in southeast Nigeria make up the study population. The study sample comprises of 75 females and 45 males' students. Findings showed that students worked collaboratively with aid of artificial intelligence technology to develop critical thinking skills, algorithm skills and problem‐solving skills among others which are components of computational thinking. Also, students' academic achievement was seen to be significantly improved in programming knowledge and skills, and students' reflective thinking skills were also developed as a result of the intervention. The findings show that the use of problem‐based learning experience is introspected with artificial intelligence technology is supported by the use of online learning platform is crucial in the development of CT skills. This study recommends that both context‐based learning and problem‐based learning introspecting with artificial intelligence technology which are innovative pedagogy enhance the development of CT independently but differ in specific domains.
AbstractList ABSTRACT This study examined impact of artificial intelligent technology on computational and reflective thinking skills development in a computer programming course. With intact classes and a nonequivalent pretest‐posttest group, the study adopted a quasi‐experimental research design. Hundred and twenty second‐year students studying computer science education and enrolled in computer programming courses (COS 201 and COS 202) at six universities in southeast Nigeria make up the study population. The study sample comprises of 75 females and 45 males' students. Findings showed that students worked collaboratively with aid of artificial intelligence technology to develop critical thinking skills, algorithm skills and problem‐solving skills among others which are components of computational thinking. Also, students' academic achievement was seen to be significantly improved in programming knowledge and skills, and students' reflective thinking skills were also developed as a result of the intervention. The findings show that the use of problem‐based learning experience is introspected with artificial intelligence technology is supported by the use of online learning platform is crucial in the development of CT skills. This study recommends that both context‐based learning and problem‐based learning introspecting with artificial intelligence technology which are innovative pedagogy enhance the development of CT independently but differ in specific domains.
This study examined impact of artificial intelligent technology on computational and reflective thinking skills development in a computer programming course. With intact classes and a nonequivalent pretest‐posttest group, the study adopted a quasi‐experimental research design. Hundred and twenty second‐year students studying computer science education and enrolled in computer programming courses (COS 201 and COS 202) at six universities in southeast Nigeria make up the study population. The study sample comprises of 75 females and 45 males' students. Findings showed that students worked collaboratively with aid of artificial intelligence technology to develop critical thinking skills, algorithm skills and problem‐solving skills among others which are components of computational thinking. Also, students' academic achievement was seen to be significantly improved in programming knowledge and skills, and students' reflective thinking skills were also developed as a result of the intervention. The findings show that the use of problem‐based learning experience is introspected with artificial intelligence technology is supported by the use of online learning platform is crucial in the development of CT skills. This study recommends that both context‐based learning and problem‐based learning introspecting with artificial intelligence technology which are innovative pedagogy enhance the development of CT independently but differ in specific domains.
Author Ohanu, Ifeanyi Benedict
Olelewe, Chijioke Jonathan
Omeh, Christian Basil
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Snippet ABSTRACT This study examined impact of artificial intelligent technology on computational and reflective thinking skills development in a computer programming...
This study examined impact of artificial intelligent technology on computational and reflective thinking skills development in a computer programming course....
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wiley
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SubjectTerms Artificial intelligence
artificial intelligent technology
Colleges & universities
computational thinking skills
Computer programming
Critical thinking
Distance learning
innovative pedagogy
Machine learning
reflective thinking skill
Skills
Students
Title Impact of Artificial Intelligence Technology on Students' Computational and Reflective Thinking in a Computer Programming Course
URI https://onlinelibrary.wiley.com/doi/abs/10.1002%2Fcae.70052
https://www.proquest.com/docview/3228973714
Volume 33
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